Исправить компактные follow-up ответы по денежному итогу 1С

.gitignore

@@ -30,3 +30,7 @@ graphify-out/
 artifacts/domain_runs/*
 !artifacts/domain_runs/.gitkeep
 artifacts/runtime_logs/*.log
+artifacts/runtime/
+
+# generated assistant-stage runtime eval jobs
+llm_normalizer/data/eval_cases/assistant_saved_session_runtime_job-*.json

docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md

@@ -44,6 +44,27 @@ Fresh validation cut:
 - `npm.cmd run build` passed;
 - graphify rebuilt to `6371` nodes, `14048` edges, `141` communities.
 
+## 2026-05-18 Overlay - Context Entry And Latest Semantic Integrity Closure
+
+The current short handoff document is now `41 - assistant_context_entry_2026-05-18.md`.
+
+The latest saved-session semantic replay closure is:
+
+- source saved session: `gen-mo1t93wq-jy0453e`;
+- final replay artifact: `artifacts/domain_runs/saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518`;
+- result: `accepted`, `31/31 passed`, `0 failed`, `execution_status=exact`;
+- commit: `9c86407 Зафиксировать семантическую целостность VAT, debt mirror и trace-ответов`;
+- graphify after the code cut: `6490 nodes`, `14412 edges`, `141 communities`.
+
+This May-18 closure does not reopen Post-F. It reinforces Post-F as a regression gate and records four extra live-session seams:
+
+- same-period VAT follow-up now preserves the prior requested tax period instead of drifting to current date;
+- stale MCP discovery counterparty no longer contaminates short debt mirror follow-ups such as `а нам?`;
+- inventory sale trace answers now distinguish sale trace by nomenclature from exact selected lot/batch proof;
+- broad best-year answers no longer rank unreliable yearly operating net when one direction is row-limit constrained.
+
+Use this overlay when starting a new chat or preparing a Tasker handoff card.
+
 ## Current Module Map
 
 - `Post-F Semantic Integrity Hardening`: `99%`, operationally closed as a hardening slice and now used as a regression gate.
@@ -96,6 +117,7 @@ Fresh validation cut:
 - Completed broader schema/primitive discovery closure slice: `Mixed Schema/Primitive Closure Replay`: phase105 validates the combined current module surface across inventory root scope, historical inventory carryover, role-tail hygiene, bank role/purpose, supplier payout, bidirectional SVK value-flow, clean debt polarity, VAT tax-period continuity, and cash-flow/profit boundary; phase105 live replay is accepted.
 - Current live canary: `phase105_mixed_schema_primitive_closure_live3` accepted `13/13`.
 - Current accepted autorun: `AGENT | Phase 105 mixed schema/primitive closure replay` (`gen-ag05131312-2d0445`).
+- Current saved-session semantic replay closure: `saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518` accepted `31/31`.
 - Implementation breadth: `~99% (Open-World Bounded Autonomy Breadth through Slice 25)`.
 - Active broader autonomy module: `Open-World Schema/Primitive Discovery`, with phases97-105 accepted and saved; the module is now at manual-review readiness rather than another blind coding slice.
 - Next active slice: run/review the phase105 GUI autorun or the user's fat manual pack; if it stays clean, close this module, otherwise convert the next observed failure into a narrow phase106 repair/replay.
@@ -167,28 +189,29 @@ After any code or documentation sync that changes the map, rebuild graphify and
 For current planning, read:
 
 1. `README.md`
-2. this document
-3. `31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md`
-4. `33 - limit_honesty_business_language_2026-05-13.md`
-5. `32 - financial_counterparty_flow_hints_2026-05-13.md`
-6. `30 - vendor_procurement_quality_reviewed_route_2026-05-12.md`
-7. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
-8. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
-9. `27 - proof_family_enablement_candidates_2026-05-10.md`
-10. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
-11. `25 - open_world_route_candidate_promotion_2026-05-10.md`
-12. `34 - large_query_budget_continuation_2026-05-13.md`
-13. `35 - large_query_continuation_ux_2026-05-13.md`
-14. `36 - inventory_root_scope_no_warehouse_clarification_2026-05-13.md`
-15. `37 - debt_mirror_clean_scope_polarity_2026-05-13.md`
-16. `24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md`
-17. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
-18. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
-19. `20 - planner_autonomy_consolidation_2026-05-01.md`
-20. `19 - inventory_stock_open_world_breadth_proof_2026-05-01.md`
-21. `40 - mixed_schema_primitive_closure_replay_2026-05-13.md`
-22. `39 - generic_role_tail_anchor_hygiene_2026-05-13.md`
-23. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
-24. `16 - data_need_graph_and_open_world_mcp_plan_2026-04-22.md`
+2. `41 - assistant_context_entry_2026-05-18.md`
+3. this document
+4. `31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md`
+5. `33 - limit_honesty_business_language_2026-05-13.md`
+6. `32 - financial_counterparty_flow_hints_2026-05-13.md`
+7. `30 - vendor_procurement_quality_reviewed_route_2026-05-12.md`
+8. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
+9. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
+10. `27 - proof_family_enablement_candidates_2026-05-10.md`
+11. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
+12. `25 - open_world_route_candidate_promotion_2026-05-10.md`
+13. `34 - large_query_budget_continuation_2026-05-13.md`
+14. `35 - large_query_continuation_ux_2026-05-13.md`
+15. `36 - inventory_root_scope_no_warehouse_clarification_2026-05-13.md`
+16. `37 - debt_mirror_clean_scope_polarity_2026-05-13.md`
+17. `24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md`
+18. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
+19. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
+20. `20 - planner_autonomy_consolidation_2026-05-01.md`
+21. `19 - inventory_stock_open_world_breadth_proof_2026-05-01.md`
+22. `40 - mixed_schema_primitive_closure_replay_2026-05-13.md`
+23. `39 - generic_role_tail_anchor_hygiene_2026-05-13.md`
+24. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
+25. `16 - data_need_graph_and_open_world_mcp_plan_2026-04-22.md`
 
 Documents `01` through `15` remain valuable, but mostly as the historical architecture trail.

docs/ARCH/11 - architecture_turnaround/41 - assistant_context_entry_2026-05-18.md

@@ -0,0 +1,178 @@
+# 41 - Вход в контекст разработки ассистента 1C (2026-05-18)
+
+## Назначение
+
+Этот документ является короткой, но полной точкой входа для нового чата, нового Codex-сеанса или нового инженера.
+
+Он фиксирует актуальное состояние архитектуры после закрытия последнего semantic replay по saved-session `gen-mo1t93wq-jy0453e` и коммита:
+
+- `9c86407 Зафиксировать семантическую целостность VAT, debt mirror и trace-ответов`
+
+Главная цель проекта не изменилась:
+
+- построить 1C-ассистента, который сам выбирает безопасные маршруты по MCP/1C evidence;
+- не превращать систему в набор хардкодных доменных скрепок;
+- отвечать бизнесово полезно, прямо и честно;
+- не выдавать неподтвержденные inference как confirmed 1C fact.
+
+## Что читать первым
+
+Для быстрого входа читать в таком порядке:
+
+1. `AGENTS.md`
+2. `graphify-out/GRAPH_REPORT.md`
+3. `docs/ARCH/11 - architecture_turnaround/README.md`
+4. `docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md`
+5. `docs/ARCH/11 - architecture_turnaround/24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md`
+6. `docs/ARCH/11 - architecture_turnaround/40 - mixed_schema_primitive_closure_replay_2026-05-13.md`
+7. этот документ
+8. актуальные Tasker-карточки с label `1C assistant` и `Архитектура`
+
+Исторические документы `01`-`20` важны как trail решений, но текущий рабочий статус берется из `21`, `24`, `40`, этого документа и Tasker.
+
+## Текущий статус модулей
+
+Post-F Semantic Integrity Hardening:
+
+- статус: `99%`, operationally closed;
+- теперь это regression gate, а не активный denominator;
+- защищает stale scope, wrong focus_object, repeated pivots, post-pivot arbitration, VAT materialization, debt mirror polarity, selected-object continuity и answer-shape truth.
+
+Planner Autonomy Consolidation:
+
+- статус: `100%` для declared phase83 slice;
+- planner-brain, catalog alignment, live-readiness gate и mixed replay приняты;
+- это не означает arbitrary 1C autonomy, но это закрывает первый мозг маршрутов.
+
+Open-World Schema/Primitive Discovery:
+
+- phases97-105 приняты и сохранены как canaries;
+- phase105 mixed schema/primitive closure replay accepted `13/13`;
+- модуль находится на manual-review readiness, а не на blind coding stage.
+
+Agentic Semantic Development Loop:
+
+- статус: `99%`;
+- stage loop, business-audit handoff, save-after-acceptance gate и autorun hygiene работают;
+- human GUI checkpoint остается финальным high-signal подтверждением.
+
+Последний semantic integrity cut:
+
+- saved session: `gen-mo1t93wq-jy0453e`;
+- final replay: `artifacts/domain_runs/saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518`;
+- результат: `accepted`, `31/31 passed`, `0 failed`, `execution_status=exact`;
+- закрытые seams: VAT same-period carryover, stale MCP discovery counterparty in short debt mirror, sale-trace lot/batch honesty, broad best-year net-ranking honesty.
+
+## Архитектурная концепция
+
+Система состоит из нескольких связанных слоев.
+
+Assistant runtime:
+
+- внешний фасад живого ассистента, GUI и runtime-сессий;
+- основной pressure center все еще вокруг `assistantService.ts`, но бизнесовая логика постепенно вынесена в специализированные модули;
+- runtime обязан сохранять session state, но не должен позволять старой памяти победить explicit current-turn meaning.
+
+Exact address lane:
+
+- `AddressQueryService`, `addressRecipeCatalog`, `addressIntentResolver`, `addressFilterExtractor`, `address_runtime/*`;
+- отвечает за VAT, receivables/payables, inventory, value-flow, bank operations, accounting result, procurement, debt aging, inventory quality events и связанные factual replies;
+- exact route может быть fast path, но не может обходить truth gate, scope gate и answer-shape gate.
+
+MCP discovery/planner lane:
+
+- `assistantMcpDiscoveryPlanner`, `assistantMcpCatalogIndex`, `assistantMcpDiscoveryPilotExecutor`, `assistantMcpDiscoveryRuntimeBridge`;
+- выбирает reviewed primitive chains через metadata, entity grounding, documents, movements, value-flow, route candidates;
+- не должен превращать unknown или proxy-only evidence в confirmed fact.
+
+Data-need graph and route-candidate layer:
+
+- описывает вопрос пользователя как бизнесовую потребность, а не только как route id;
+- хранит subject, fact family, action family, period, aggregation, ranking, comparison, proof expectation, missing axes и forbidden-overclaim flags;
+- `route_candidate` превращает missing proof family в конкретный enablement target, а не в размытое “не умеем”.
+
+Continuity and transition layer:
+
+- `assistantTransitionPolicy`, `assistantContinuityPolicy`, `assistantMcpDiscoveryTurnInputAdapter`, navigation state и focus/answer object helpers;
+- решает, что переносится между turn-ами: organization, counterparty, period, selected object, answer_object, provenance bundle;
+- explicit current-turn entity/period/action должны побеждать stale organization, stale focus_object и старые discovery candidates.
+
+Answer shaping and response policy:
+
+- `assistantMcpDiscoveryAnswerAdapter`, `assistantMcpDiscoveryResponseCandidate`, `assistantMcpDiscoveryResponsePolicy`, factual reply builders;
+- пользовательский ответ должен начинаться с прямого business answer;
+- proof, caveats, row limits и method notes идут после ответа;
+- internal route ids, capability ids, raw debug enums и service mechanics не должны попадать в финальный ответ.
+
+GUI, autoruns and runtime artifacts:
+
+- `autoRuns`, `eval`, `assistantService`, `addressTextRepair`;
+- GUI autoruns являются human checkpoint и replay history;
+- сохранение вопросов не равно AGENT replay;
+- saved AGENT pack допустим только после live replay and review;
+- UTF-8 без BOM и отсутствие mojibake являются acceptance surface, а не косметикой.
+
+## Главные инварианты
+
+- Сначала проверяется человеческий смысл вопроса и ответа, потом debug.
+- Live replay важнее зеленых unit tests.
+- Explicit текущий субъект сильнее stale scope.
+- Valid clarification is not a bug.
+- Debt mirror должен различать `мы должны` и `нам должны`.
+- Bank-like counterparty не является обычным поставщиком или клиентом без purpose/operation evidence.
+- VAT period carryover должен сохранять тот же период, если пользователь говорит `за этот период`.
+- Inventory sale trace может подтвердить sale trace by nomenclature, но не exact selected lot без batch/lot proof.
+- Broad business overview не должен ранжировать unreliable net, если один из потоков ограничен row cap.
+- No route/proxy/MCP/debug garbage in final answer.
+
+## Текущие canary/replay anchors
+
+Ключевые canaries:
+
+- `phase83_planner_brain_alignment_live_20260501_readygate_rerun3`
+- `address_truth_harness_post_f_cross_stage_canary_agent_20260424_live7`
+- `inventory_stock_open_world_breadth_rerun_semantic_integrity_20260501_fix5`
+- `phase90`-`phase96` route-candidate/proof-family acceptance chain
+- `phase97_financial_counterparty_flow_hints_live4`
+- `phase98_limit_honesty_business_language_live3`
+- `phase99_large_query_budget_continuation_live2`
+- `phase100_large_query_continuation_ux_live2`
+- `phase101_inventory_root_scope_no_warehouse_clarification_live1`
+- `phase102_debt_mirror_clean_scope_polarity_live3`
+- `phase103_financial_role_purpose_arbitration_live3`
+- `phase104_generic_role_tail_anchor_hygiene`
+- `phase105_mixed_schema_primitive_closure_live3`
+- `saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518`
+
+Если новый фикс касается соседней зоны, соответствующий replay нужно использовать как semantic regression gate.
+
+## Как продолжать в новом чате
+
+Новый Codex-сеанс должен начинать так:
+
+1. прочитать `AGENTS.md`;
+2. прочитать `graphify-out/GRAPH_REPORT.md`;
+3. прочитать этот документ, README, `21`, `24`, `40`;
+4. проверить `git status --short`;
+5. не коммитить runtime_job artifacts без явного решения;
+6. определить текущий active module и его denominator;
+7. если пользователь принес run id, сначала читать human Q/A, затем artifacts/debug;
+8. если внесены code changes, запускать targeted tests, build по необходимости, semantic replay, graphify rebuild;
+9. после accepted replay обновлять docs/Tasker, если меняется архитектурный статус.
+
+## Текущее направление после этого среза
+
+Следующий крупный фокус:
+
+- закрепить agentic semantic replay loop как регулярный gate после крупных фиксов;
+- минимизировать ручную роль пользователя до финального GUI checkpoint;
+- продолжать движение к open-world bounded autonomy, где ассистент не ждет хардкодного route-per-domain, а выбирает reviewed MCP primitive path по data-need graph, route_candidate и evidence gates.
+
+При этом нельзя объявлять проект universal arbitrary-1C agent.
+
+Честная формулировка текущего состояния:
+
+- система уже умеет много устойчивых 1C-контуров;
+- bounded MCP autonomy substrate реально работает;
+- route-candidate-driven enablement показал, как превращать gaps в reviewed routes;
+- но широкая arbitrary schema traversal все еще должна расширяться через replay-backed slices, а не через свободную импровизацию.

docs/ARCH/11 - architecture_turnaround/42 - project_audit_milestone_and_next_vector_2026-05-18.md

@@ -0,0 +1,175 @@
+# 42 - Project Audit Milestone And Next Vector (2026-05-18)
+
+## Purpose
+
+This note records the May-18 audit milestone after a repo-first review of:
+
+- current runtime code shape;
+- graphify pressure centers;
+- current architecture canon in `21`, `24`, `40`, and `41`;
+- Tasker handoff cards for `1C assistant` / `1С-ассистент`;
+- latest accepted live replay and saved-session closure artifacts.
+
+Its purpose is not to reopen old slices.
+
+Its purpose is to:
+
+- freeze the current project map in one place;
+- state what is actually closed, what is still open, and what is merely pressure-tested;
+- define the next unified development vector after the current sync pass.
+
+## Audit Result
+
+The project is materially beyond the old "build first exact routes" stage.
+
+The real current architecture is a bounded MCP-first assistant built from these active layers:
+
+- assistant runtime and orchestration facade;
+- exact address lane;
+- MCP discovery / planner lane;
+- data-need graph and route-candidate layer;
+- continuity / transition / selected-object state layer;
+- truth gate and answer-shaping layer;
+- AGENT semantic replay operating loop;
+- GUI / autorun / runtime artifact layer.
+
+The most connected code pressure centers remain:
+
+- `executeAssistantMcpDiscoveryPilot()`
+- `buildAssistantMcpDiscoveryTurnInput()`
+- `ChannelRegistry`
+- `composeFactualReplyBody()`
+- `extractAddressFilters()`
+- `repairAddressMojibake()`
+
+This confirms that the current blast radius is not only in one route or one wording family. The highest-risk seams still sit at:
+
+- runtime input assembly;
+- continuity and stale-scope arbitration;
+- MCP execution and evidence shaping;
+- final answer truthfulness and text hygiene.
+
+## Current Module Map
+
+### Operationally closed or used as regression gates
+
+- `Post-F Semantic Integrity Hardening`: operationally closed at `99%`
+- `Planner Autonomy Consolidation`: closed at `100%`
+- `Route-Candidate-Driven Enablement Loop`: closed at `100%`
+- reviewed proof-family routes through phases `93-96`
+- business-overview breadth slices through the currently accepted reviewed families
+
+### Active but already implementation-heavy
+
+- `Open-World Schema/Primitive Discovery`: `95%`
+- phases `97-105` are accepted and saved
+- current closure replay: `phase105_mixed_schema_primitive_closure_live3`, `13/13`
+- module status: manual-review readiness, not blind coding stage
+
+### Active operating layer
+
+- `Agentic Semantic Development Loop`: `99%`
+- dogfood loop accepted
+- autorun/runtime Cyrillic hygiene accepted
+- manual GUI confirmation still required before treating fat packs as fully human-accepted
+
+## Latest Accepted Semantic Closure
+
+Latest saved-session closure:
+
+- source saved session: `gen-mo1t93wq-jy0453e`
+- replay artifact: `artifacts/domain_runs/saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518`
+- result: `accepted`
+- score: `31/31 passed`
+- execution status: `exact`
+- commit anchor: `9c86407 Зафиксировать семантическую целостность VAT, debt mirror и trace-ответов`
+
+This closure additionally hardened:
+
+- same-period VAT carryover;
+- stale MCP discovery counterparty contamination in short debt-mirror follow-ups;
+- sale-trace honesty between nomenclature trace and exact lot/batch proof;
+- broad best-year net-ranking honesty under row-cap asymmetry.
+
+## Important Accepted Breadth Boundary
+
+`phase86` must be treated as a real accepted contour in the current map:
+
+- spec: `docs/orchestration/address_truth_harness_phase86_business_overview_debt_position.json`
+- accepted replay: `artifacts/domain_runs/address_truth_harness_phase86_business_overview_debt_position_live_20260504_debt2`
+
+Meaning:
+
+- explicit-period `business_overview` may include confirmed receivables/payables snapshot on an explicit as-of date;
+- all-time follow-up must not reuse the old debt snapshot as current or general debt position;
+- debt quality, overdue debt, credit risk, profit, and margin remain bounded unless separately proven.
+
+This boundary matters because it is a clean example of the current project style:
+
+- expand breadth through reviewed evidence;
+- widen answer usefulness;
+- keep stale-scope and overclaim protection intact.
+
+## Documentation And Tasker Audit Findings
+
+### What was already good
+
+- the repo canon in `21`, `24`, `40`, and `41` is coherent and materially up to date;
+- the high-level Tasker card set `01-17` already covers the architecture spine well;
+- the dedicated context-entry card `[1С-ассистент] Вход в контекст разработки ассистента 1С` already works as the right top-level handoff card.
+
+### What was missing or underrepresented
+
+- latest May-18 saved-session closure was not reflected everywhere;
+- the current honest `95%` status for `Open-World Schema/Primitive Discovery` needed to be stated more explicitly in Tasker;
+- the accepted `phase86` debt-position breadth boundary was present in repo docs and artifacts, but was not explicit enough in the card layer;
+- the practical review order `human Q/A first -> replay artifacts -> debug later` needed to be restated in the main handoff card layer;
+- the current "active gate" reality around semantic-control / fat GUI review was still more explicit in repo docs than in the Tasker map.
+
+## Unified Next Development Vector
+
+The project should not fork into unrelated planning threads.
+
+The current unified vector is:
+
+1. Close the current human acceptance gate cleanly.
+2. Institutionalize the AGENT semantic replay loop as the normal post-fix gate.
+3. Expand open-world bounded autonomy only through replay-backed breadth slices.
+4. Reduce pressure on central continuity and intent seams while preserving existing regression gates.
+
+In practical terms this means:
+
+- first finish `phase105` GUI/manual review or the equivalent fat user pack review;
+- if the review is clean, close the current `Open-World Schema/Primitive Discovery` module honestly;
+- if the review exposes a real semantic defect, convert it into a narrow `phase106 repair/replay`, not a broad architecture rewrite;
+- continue future breadth through reviewed primitive descriptors, data-need coverage, route-candidate enablement, and replay-backed acceptance;
+- do not regress into domain-hardcode-first growth.
+
+## What Should Not Become The Next Vector
+
+The next vector should not be:
+
+- "rewrite the runtime again";
+- "add routes opportunistically without replay discipline";
+- "treat green tests or route ids as primary acceptance";
+- "expand arbitrary schema traversal before the current closure gate is honestly reviewed";
+- "replace the AGENT loop with ad hoc manual debugging."
+
+## Recommended Immediate Work Order
+
+1. Keep the main context-entry card and current module cards synchronized with repo canon.
+2. Add or maintain one explicit Tasker card for the current semantic-control / GUI/manual acceptance gate if that gate is not clearly represented.
+3. Use `phase105` and the May-18 saved-session closure as the current top replay anchors.
+4. After the card sync, plan the next slice only from the audited state above, not from older percentage snapshots or stale docs.
+
+## Honest Project Status Statement
+
+The project already has a real bounded MCP autonomy substrate and a strong semantic hardening backbone.
+
+It is not a universal arbitrary-1C agent yet.
+
+The correct current status is:
+
+- many important 1C contours are already stable and replay-backed;
+- the main remaining risk is not absence of architecture, but semantic drift on mixed human-style pressure surfaces;
+- the next development denominator is controlled breadth expansion after an honest current acceptance closure, not a reset.

docs/ARCH/11 - architecture_turnaround/43 - business_answer_contract_and_semantic_audit_uplift_2026-05-18.md

@@ -0,0 +1,360 @@
+# 43 - Business Answer Contract And Semantic Audit Uplift (2026-05-18)
+
+## Purpose
+
+This note freezes the next real project module after the May-18 project audit.
+
+Its purpose is to turn a high-quality human audit of real runs into:
+
+- a runtime answer-shaping module;
+- a stronger semantic replay audit contract;
+- a concrete execution order for the next development stage.
+
+The core conclusion is:
+
+- the assistant already finds many real facts correctly;
+- the current weak point is not raw retrieval;
+- the weak point is the conversion from confirmed facts into a business-useful answer and a business-grade replay verdict.
+
+In short:
+
+`truth/retrieval is materially ahead of user-facing answer quality and semantic audit quality`
+
+## Canonical Diagnosis
+
+The current assistant too often behaves like a careful technical reporter instead of a strong 1C business analyst.
+
+This means:
+
+- confirmed numbers are found;
+- organization/date context is often preserved;
+- truth and anti-overclaim guards are active;
+- but the final answer is still overloaded with caveats, low on management interpretation, weak on next action, and not stable enough on semantic disambiguation.
+
+The current failure pattern is:
+
+1. the system proves a fact;
+2. the truth layer leaks directly into the user answer;
+3. the user receives a cautious technical block instead of a business answer;
+4. the replay evaluator notices this only partially;
+5. the run remains technically respectable but business-weak.
+
+## What The Human Audit Proved
+
+The human audit established two linked facts.
+
+### 1. The current audit layer is too weak
+
+If the AGENT semantic replay audit were as strong as the human review, more runs would be rejected or repaired before being treated as healthy.
+
+The current replay stack can already see some of this through metrics such as:
+
+- `accountant_actionability_score`
+- `mechanism_specificity_score`
+- `followup_context_retention_score`
+
+But the practical business reading is still underpowered.
+
+The system can tell that the answer is weak.
+It is still not good enough at explaining why it is weak in the same business language a strong human reviewer uses.
+
+### 2. The runtime answer layer is the main product gap
+
+The main user-facing problem is not "the system cannot compute".
+
+The main problem is:
+
+`the system cannot consistently convert computed truths into a concise, useful, accountant-grade answer`
+
+This gap shows up as:
+
+- dirty answer shape;
+- too much defensive wording in the main body;
+- weak distinction between cashflow, profit, debt, bank contour, inventory snapshot, and historical inventory;
+- weak business takeaway;
+- missing next action;
+- technical or truth-gate wording leaking into the user-facing answer.
+
+## Architectural Reading Of The Gap
+
+This audit should be read as a split between two layers.
+
+### Layer A: Truth Layer
+
+This layer answers:
+
+- what is confirmed;
+- by which evidence;
+- within which date window;
+- with which limitations;
+- whether overclaim protection should block or soften the answer.
+
+This layer is already substantial and should remain strict.
+
+### Layer B: Business Answer Layer
+
+This layer answers:
+
+- what the result means for the business user;
+- which figures matter first;
+- what ambiguity should be surfaced explicitly;
+- what should be checked next;
+- how to keep the answer readable without lying.
+
+This layer is the main missing product denominator.
+
+Current problem:
+
+`Layer A is too visible; Layer B is too weak`
+
+## Exact Code Seams
+
+The current implementation seams match this diagnosis closely.
+
+### Runtime answer shaping seams
+
+- `llm_normalizer/backend/src/services/answerComposer.ts`
+- `llm_normalizer/backend/src/services/address_runtime/composeStage.ts`
+- `llm_normalizer/backend/src/services/assistantTruthAnswerPolicyRuntimeAdapter.ts`
+- `llm_normalizer/backend/src/services/assistantDebugPayloadAssembler.ts`
+
+Relevant active contracts already exist:
+
+- `answer_contract_stage4_v1`
+- `answer_structure_v11`
+- `direct_answer`
+- `mechanism_block`
+- `uncertainty_block`
+- `next_step_block`
+
+This means the next step is not a greenfield rewrite.
+It is a targeted strengthening of the answer contract and reply renderer.
+
+### Replay / audit seams
+
+- `llm_normalizer/backend/src/services/evalService.ts`
+- `llm_normalizer/backend/src/eval/p0_eval_runner.ts`
+- `llm_normalizer/backend/src/eval/p0_metric_definitions.ts`
+- `llm_normalizer/backend/src/eval/p0_acceptance_gate.ts`
+
+These seams already compute weak/strong answer signals, but they do not yet encode the full business-grade audit logic demonstrated by the human review.
+
+## Next Module Definition
+
+The next module should be named:
+
+`Business Answer Contract + Semantic Audit Uplift`
+
+It must be treated as one module with two subtracks, not as unrelated work.
+
+### Track 1. Runtime Business Answer Contract
+
+Goal:
+
+- make the assistant answer like a usable 1C analyst without weakening truthfulness.
+
+Required outcomes:
+
+1. Introduce stable answer shapes for business question families.
+2. Move caveats out of the main answer body and compress them into one honest boundary block.
+3. Force a management-first direct answer before evidence details.
+4. Always provide a concrete next action when the contour allows it.
+5. Prevent technical leakage into the user-facing answer.
+
+### Track 2. Semantic Audit Uplift
+
+Goal:
+
+- make AGENT replay review detect the same answer-quality failures that a strong human auditor detects.
+
+Required outcomes:
+
+1. Detect when the answer is factually grounded but business-useless.
+2. Detect when ambiguity was handled weakly or silently.
+3. Detect when caveats dominate the main answer instead of being bounded cleanly.
+4. Detect when heterogeneous quantities are surfaced as misleading business totals.
+5. Detect when the answer lacks a management takeaway or next step.
+
+## Required Runtime Changes
+
+### 1. Introduce answer intent shapes
+
+The runtime should stop relying only on broad reply classes such as:
+
+- `factual`
+- `factual_with_explanation`
+- `partial_coverage`
+- `clarification_required`
+
+It should add stable business answer shapes such as:
+
+- `inventory_snapshot`
+- `historical_inventory_snapshot`
+- `cashflow_overview`
+- `profit_vs_cashflow_disambiguation`
+- `counterparty_value_flow`
+- `bank_flow_classification`
+- `tax_payable`
+- `accounts_payable`
+- `accounts_receivable`
+- `business_overview_summary`
+
+Each shape should have its own user-facing render contract.
+
+### 2. Introduce ambiguity-first handling for overloaded business words
+
+Critical words such as:
+
+- "заработала"
+- "прибыль"
+- "деньги"
+- "должны"
+- "остатки"
+- "оборот"
+- "выручка"
+
+must not silently collapse into one interpretation.
+
+The answer should explicitly split the meaning when needed:
+
+- cashflow meaning;
+- accounting profit meaning;
+- debt snapshot meaning;
+- turnover meaning.
+
+### 3. Force management-first answer order
+
+The default order should become:
+
+1. business conclusion;
+2. 3-5 key figures;
+3. one short boundary/limitation line;
+4. next useful step.
+
+This order should be preferred over:
+
+- raw table-first answers;
+- long limitation-first answers;
+- technical explanation-first answers.
+
+### 4. Suppress misleading aggregate quantities
+
+For heterogeneous inventory and similar mixed lists, the runtime should avoid presenting meaningless aggregate counts as if they were strong management metrics.
+
+This is especially important when a count mixes radically different unit types.
+
+### 5. Add actionability by contract
+
+Every relevant answer family should end with a next useful option, for example:
+
+- show document drilldown;
+- split by months;
+- separate bank from clients;
+- compute pure accounting profit;
+- show overdue aging;
+- open top counterparties;
+- explain why this debt remains open.
+
+This should be contract-driven, not an optional wording flourish.
+
+## Required Audit Changes
+
+### 1. Upgrade replay verdict language
+
+The replay review should explicitly distinguish:
+
+- factually wrong;
+- factually right but business-wrong;
+- factually right but ambiguity-handled-poorly;
+- factually right but too technical/leaky;
+- factually right but low-actionability.
+
+### 2. Add stronger answer-quality probes
+
+The semantic audit should explicitly score:
+
+- management conclusion present or absent;
+- key figure prioritization quality;
+- limitation compression quality;
+- ambiguity handling quality;
+- next-step usefulness;
+- bank/business contour classification quality;
+- follow-up interpretation continuity.
+
+### 3. Treat “technical cleanliness” as a first-class acceptance surface
+
+If the answer leaks technical mechanics into the business response, that must be treated as a real quality defect, not as harmless debug residue.
+
+### 4. Strengthen human-style post-run findings
+
+The replay artifacts should move closer to the human audit style:
+
+- what worked;
+- what the user actually wanted;
+- what was answered instead;
+- why the answer is still weak;
+- what exact runtime behavior should be changed.
+
+## Proposed Execution Order
+
+The next execution order should be:
+
+1. freeze this module and Tasker it;
+2. implement runtime answer-shape uplift first;
+3. rerun focused semantic packs against the same business questions;
+4. then tighten replay audit scoring and narrative findings using the new denominator;
+5. only after that widen breadth again.
+
+Reason:
+
+- if audit is improved before answer contracts, we mostly get stronger failure reporting;
+- if answer contracts are improved first, the next audit pass can judge a better target surface.
+
+## Acceptance Criteria
+
+The module should be accepted only when the following become true on focused replay packs.
+
+### Runtime acceptance
+
+- direct answers start with business meaning, not caveat noise;
+- ambiguous business terms are split honestly when needed;
+- cashflow vs profit confusion is handled explicitly;
+- bank-like contours are classified without pretending they are ordinary customer revenue;
+- mixed inventory counts are not surfaced as misleading management totals;
+- next-step guidance is present and useful.
+
+### Audit acceptance
+
+- weak business answers are called out even when retrieval is correct;
+- replay findings read closer to a senior analyst review than to a metric dump;
+- `accountant_actionability_score`, `mechanism_specificity_score`, and `followup_context_retention_score` stop being chronically weak on the target pack;
+- accepted runs no longer pass merely because the truth layer is clean.
+
+## What This Module Is Not
+
+This module is not:
+
+- a new domain-route spree;
+- a planner rewrite;
+- a truth-gate rollback;
+- a generic UX polish task.
+
+It is the missing business-answer contract between the already-strong retrieval core and the user.
+
+## Recommended Immediate Tasker Shape
+
+One active card should represent this module explicitly, with subtasks for:
+
+1. answer intent shapes;
+2. ambiguity handler for overloaded business words;
+3. business-first render order;
+4. actionability contract;
+5. semantic audit uplift and replay rubric alignment.
+
+## Honest Status Line
+
+The project is now at the point where:
+
+- retrieval competence is no longer the main differentiator;
+- answer usefulness and replay audit quality are the next denominator;
+- if this module lands well, the assistant will stop sounding like a debug log and start sounding like a real 1C analyst.

docs/ARCH/11 - architecture_turnaround/README.md

@@ -58,13 +58,15 @@ This package answers the next question:
 38. [38 - financial_role_purpose_arbitration_2026-05-13.md](./38%20-%20financial_role_purpose_arbitration_2026-05-13.md)
 39. [39 - generic_role_tail_anchor_hygiene_2026-05-13.md](./39%20-%20generic_role_tail_anchor_hygiene_2026-05-13.md)
 40. [40 - mixed_schema_primitive_closure_replay_2026-05-13.md](./40%20-%20mixed_schema_primitive_closure_replay_2026-05-13.md)
+41. [41 - assistant_context_entry_2026-05-18.md](./41%20-%20assistant_context_entry_2026-05-18.md)
 
-## Current Status Snapshot (2026-05-13)
+## Current Status Snapshot (2026-05-18)
 
 This package is no longer planning-only.
 
 Status canon for planning:
 
+- The fastest current handoff document is now [41 - assistant_context_entry_2026-05-18.md](./41%20-%20assistant_context_entry_2026-05-18.md).
 - The current operational overlay is now [24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md](./24%20-%20agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md).
 - The active engineering surface is no longer only individual route hardening; it is the repo-native AGENT/stage-loop operating system that should generate/review/replay/audit/repair/rerun current-stage packs before saving accepted autoruns.
 - The first dogfood stage loop for `agentic_semantic_development_loop` is accepted in artifacts, but manual GUI confirmation remains required before treating a fat AGENT pack as fully human-accepted.
@@ -153,6 +155,7 @@ Status canon for planning:
 - The seventh broader schema/primitive discovery support slice is [38 - financial_role_purpose_arbitration_2026-05-13.md](./38%20-%20financial_role_purpose_arbitration_2026-05-13.md), now accepted live and saved as a user-runnable AGENT autorun.
 - The eighth broader schema/primitive discovery support slice is [39 - generic_role_tail_anchor_hygiene_2026-05-13.md](./39%20-%20generic_role_tail_anchor_hygiene_2026-05-13.md), now accepted live and saved as a user-runnable AGENT autorun.
 - The mixed schema/primitive closure replay is [40 - mixed_schema_primitive_closure_replay_2026-05-13.md](./40%20-%20mixed_schema_primitive_closure_replay_2026-05-13.md), now accepted live and saved as a user-runnable AGENT autorun.
+- The latest saved-session semantic integrity closure is `saved_session_gen_mo1t93wq_jy0453e_rerun_final_semantic_20260518`, accepted `31/31` after repairing VAT same-period carryover, stale MCP-discovery counterparty carryover in short debt mirror turns, sale-trace lot/batch honesty, and broad best-year net-ranking honesty.
 
 It now documents a turnaround that is already operational in code, already materially past the acute regression breakpoint, and already moved through bounded MCP autonomy, Post-F hardening, inventory breadth proof, and the declared Planner Autonomy slice:
 
@@ -423,6 +426,7 @@ Read in this order:
 39. `38 - financial_role_purpose_arbitration_2026-05-13.md`
 40. `39 - generic_role_tail_anchor_hygiene_2026-05-13.md`
 41. `40 - mixed_schema_primitive_closure_replay_2026-05-13.md`
+42. `41 - assistant_context_entry_2026-05-18.md`
 
 ## Planning Rules
 

docs/TECH/address_route_expectations_v1.json

@@ -50,6 +50,12 @@
       "expected_requested_result_modes": ["confirmed_balance"],
       "expected_result_modes": ["confirmed_balance"]
     },
+    {
+      "intent": "inventory_margin_ranking_for_nomenclature",
+      "expected_selected_recipes": ["address_inventory_margin_ranking_for_nomenclature_v1"],
+      "expected_requested_result_modes": ["confirmed_balance"],
+      "expected_result_modes": ["confirmed_balance"]
+    },
     {
       "intent": "inventory_purchase_to_sale_chain",
       "expected_selected_recipes": ["address_inventory_purchase_to_sale_chain_v1"],

docs/orchestration/agent_autonomy_business_quality_20260523.json

@@ -0,0 +1,189 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_autonomy_business_quality_20260523",
+  "domain": "autonomy_business_quality",
+  "title": "AGENT | Autonomy business quality pack",
+  "description": "Expanded targeted AGENT replay for the current autonomy milestone: value-flow hot handoff must survive realistic business questions, while final answers must read like a useful 1C analyst instead of runtime/debug prose.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_incoming_total_no_counterparties",
+      "title": "Incoming money total by organization without counterparty split",
+      "question": "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "required_answer_patterns_all": ["2020", "47[\\s.]*628[\\s.]*853", "входящ|поступ|получ", "руб"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "последняя:", "runtime_", "planner_", "query_movements", "primitive", "уточните контрагента", "по какому контрагенту"],
+      "criticality": "critical",
+      "semantic_tags": ["autonomy_core", "value_flow", "incoming_total", "business_answer_quality"]
+    },
+    {
+      "step_id": "step_02_outgoing_total_no_counterparties",
+      "title": "Outgoing money total by organization without counterparty split",
+      "question": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "required_answer_patterns_all": ["2020", "исходящ|списан|заплат", "руб"],
+      "required_answer_patterns_any": ["43[\\s.]*763[\\s.]*351", "не полностью покрыт|лимит|нужно дозапрос"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "последняя:", "runtime_", "planner_", "query_movements", "primitive", "уточните контрагента", "по какому контрагенту"],
+      "criticality": "critical",
+      "semantic_tags": ["autonomy_core", "value_flow", "outgoing_total", "business_answer_quality", "limit_honesty"]
+    },
+    {
+      "step_id": "step_03_colloquial_incoming_without_tops",
+      "title": "Colloquial no-top incoming wording stays value-flow total",
+      "question": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "required_answer_patterns_all": ["2020", "47[\\s.]*628[\\s.]*853", "пришл|получ|поступ", "руб"],
+      "forbidden_answer_patterns": ["топ входящ", "топ контрагент", "Учтено строк", "Первая найденная дата", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["autonomy_core", "value_flow", "no_top_guard", "colloquial_total"]
+    },
+    {
+      "step_id": "step_04_cashflow_overview_2020",
+      "title": "Adult 2020 money overview with bank separated",
+      "question": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "business_overview",
+      "expected_catalog_selected_matches_top": true,
+      "required_answer_patterns_all": ["47[\\s.]*628[\\s.]*853", "43[\\s.]*763[\\s.]*351", "3[\\s.]*865[\\s.]*501", "Сбербанк|СБЕРБАНК", "финансов|банк", "Группа СВК", "Департамент"],
+      "required_answer_patterns_any": ["Что проверить дальше", "следующ"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "surrogate", "VAT-объект", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["business_overview", "cashflow_overview", "bank_boundary", "next_action"]
+    },
+    {
+      "step_id": "step_05_money_earned_vs_profit",
+      "title": "Colloquial earned money is cashflow, not clean profit",
+      "question": "скока денег альтернатива заработала за 20 год?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["47[\\s.]*628[\\s.]*853", "43[\\s.]*763[\\s.]*351", "3[\\s.]*865[\\s.]*501", "не чистая прибыль|не прибыль|денежн"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "surrogate", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["cashflow_vs_profit", "colloquial_money"]
+    },
+    {
+      "step_id": "step_06_profit_followup",
+      "title": "Follow-up clean profit keeps cashflow/profit distinction",
+      "question": "а это чистая прибыль?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["нет|не", "чистая прибыль|прибыль", "7\\s*136\\s*815|7,?136,?815|7136815", "90|91|99"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["followup_context", "profit_vs_cashflow"]
+    },
+    {
+      "step_id": "step_07_sberbank_financial_flow",
+      "title": "Sberbank role is financial flow, not ordinary customer/supplier",
+      "question": "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["Сбербанк|СБЕРБАНК", "финансов|банк", "не.*клиент|не.*поставщик|не обычн", "36[\\s.]*258[\\s.]*835|12[\\s.]*792[\\s.]*194"],
+      "forbidden_answer_patterns": ["0 / 0", "T00:00:00", "Учтено строк", "Первая найденная дата", "Примеры строк", "Показаны первые", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["bank_classification", "business_answer_quality"]
+    },
+    {
+      "step_id": "step_08_svk_counterparty_net_flow",
+      "title": "Counterparty net-flow does not become company profit",
+      "question": "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["Группа СВК", "12[\\s.]*093[\\s.]*465", "заплатили|исходящ", "0", "нетто"],
+      "forbidden_answer_patterns": ["чистая прибыль", "90/91/99", "7[\\s.]*136[\\s.]*815", "Учтено строк", "Первая найденная дата", "Примеры строк", "Показаны первые", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["counterparty_value_flow", "net_flow", "no_profit_substitution"]
+    },
+    {
+      "step_id": "step_09_payables_end_2020",
+      "title": "Payables answer stays compact and business-first",
+      "question": "кому мы должны на конец 2020?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["1[\\s.]*713[\\s.]*210", "ИП Тучкова|Тучкова", "должн|кредитор"],
+      "forbidden_answer_patterns": ["T23:59:59", "эвристический", "shortlist", "Строк в выборке", "Учтено строк", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["payables", "debt_answer_quality"]
+    },
+    {
+      "step_id": "step_10_receivables_end_2020",
+      "title": "Receivables answer stays compact and business-first",
+      "question": "а нам кто должен на конец 2020?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["1[\\s.]*219[\\s.]*200", "СервисКонсалт", "должн|дебитор"],
+      "forbidden_answer_patterns": ["T23:59:59", "эвристический", "shortlist", "Строк в выборке", "Категории дебиторской задолженности", "Учтено строк", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["receivables", "debt_answer_quality"]
+    },
+    {
+      "step_id": "step_11_vat_december_2019",
+      "title": "VAT answer is clean user-facing accounting answer",
+      "question": "сколько НДС надо заплатить в налоговую за декабрь 2019?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["161[\\s.]*852", "к уплате", "книга продаж|продаж", "книга покупок|вычет|покупок", "01\\.10\\.2019|4 квартал|IV квартал"],
+      "forbidden_answer_patterns": ["surrogate", "VAT-объект", "прямых источников", "0,00\\s*₽", "Учтено строк", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["vat", "technical_garbage_guard"]
+    },
+    {
+      "step_id": "step_12_business_evaluation",
+      "title": "Company evaluation is an analyst answer with next checks",
+      "question": "Как ты оценишь деятельность компании?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "business_overview",
+      "expected_catalog_selected_matches_top": true,
+      "required_answer_patterns_all": ["крупн|контракт|проект", "285\\s*8|285\\s*823|285", "Комитет|госуслуг", "Что проверить дальше|проверить дальше|дальше"],
+      "forbidden_answer_patterns": ["Учтено строк", "Первая найденная дата", "проверка достигла лимита строк", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["business_overview", "business_evaluation", "next_action"]
+    },
+    {
+      "step_id": "step_13_nomenclature_margin_missing_period",
+      "title": "Nomenclature margin ranking asks for period, not wrong accounting domain",
+      "question": "Какая номенклатура товара реализована с высокой прибылью какая с низкой?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["период", "выручк|реализац", "себестоим|валов|маржин"],
+      "forbidden_answer_patterns": ["основн.*средств", "амортизац", "зависш", "оплат", "расчетн", "Учтено строк", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["nomenclature_margin", "clarification", "domain_purity"]
+    },
+    {
+      "step_id": "step_14_nomenclature_margin_may_2020",
+      "title": "Nomenclature margin ranking with period gives useful limited answer",
+      "question": "май 2020",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": ["май|01\\.05\\.2020|31\\.05\\.2020", "рейтинг|прибыль|маржин", "себестоим", "нельзя|не удалось|недостаточно"],
+      "required_answer_patterns_any": ["показать найденную продажу", "расширить период", "90\\.01|90\\.02", "следующ"],
+      "forbidden_answer_patterns": ["основн.*средств", "амортизац", "зависш", "runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "critical",
+      "semantic_tags": ["nomenclature_margin", "limited_answer", "next_action"]
+    }
+  ]
+}

docs/orchestration/agent_cashflow_compact_display_variants_20260523.json

@@ -0,0 +1,141 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_cashflow_compact_display_variants_20260523",
+  "domain": "autonomy_business_answer_contract",
+  "title": "AGENT | Cashflow compact display variants",
+  "description": "Targeted AGENT replay for compact cashflow display modifiers: no counterparties, no breakdown, one-line and only-total follow-ups must preserve the 2020 company cashflow context.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_explicit_overview_anchor",
+      "title": "Create 2020 business overview context",
+      "question": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501",
+        "12[\\s.]*792[\\s.]*194",
+        "12[\\s.]*093[\\s.]*465"
+      ],
+      "forbidden_answer_patterns": ["runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "high",
+      "semantic_tags": ["business_overview", "context_anchor"]
+    },
+    {
+      "step_id": "step_02_no_counterparties",
+      "title": "No-counterparties means no breakdown, not exclusion",
+      "question": "сколько заработали деньгами без контрагентов?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "с исключением",
+        "исключением крупнейших",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["no_counterparty_breakdown", "display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_03_only_total",
+      "title": "Only total keeps compact cashflow",
+      "question": "только итог: пришло, ушло, нетто",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["only_total", "display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_04_one_line_no_breakdown",
+      "title": "One-line no-breakdown stays cashflow",
+      "question": "дай одной строкой деньги без разбивки",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["one_line", "no_breakdown", "display_modifier"]
+    },
+    {
+      "step_id": "step_05_no_details",
+      "title": "No-details wording remains direct totals",
+      "question": "сколько получили и заплатили без детализации",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["no_details", "display_modifier", "direct_totals"]
+    }
+  ],
+  "acceptance": {
+    "min_score": 80,
+    "max_unresolved_p0": 0,
+    "require_all_critical_steps_pass": true
+  }
+}

docs/orchestration/agent_cashflow_no_tops_20260523.json

@@ -0,0 +1,118 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_cashflow_no_tops_20260523",
+  "domain": "autonomy_business_answer_contract",
+  "title": "AGENT | Cashflow no-tops display modifier",
+  "description": "Targeted AGENT replay: after a 2020 business overview, a compact 'без топов' follow-up must preserve the 2020 company cashflow context and suppress rankings instead of excluding top counterparties.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_direct_money_2020",
+      "title": "Direct cashflow baseline for 2020",
+      "question": "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive",
+        "7\\s*136\\s*815|7136815"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["cashflow", "direct_answer", "baseline"]
+    },
+    {
+      "step_id": "step_02_explicit_overview_with_tops",
+      "title": "Explicit overview may include top counterparties",
+      "question": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501",
+        "12[\\s.]*792[\\s.]*194",
+        "12[\\s.]*093[\\s.]*465",
+        "9[\\s.]*612[\\s.]*904"
+      ],
+      "forbidden_answer_patterns": [
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "high",
+      "semantic_tags": ["business_overview", "tops_allowed", "bank_boundary"]
+    },
+    {
+      "step_id": "step_03_compact_no_tops_followup",
+      "title": "No-tops compact follow-up preserves 2020 cashflow",
+      "question": "а если коротко, сколько заработали деньгами без топов?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "заплатили(?:/списали)?\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "с исключением крупнейших",
+        "исключением крупнейших",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["compact_after_overview", "no_tops_display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_04_plain_money_in_out_net",
+      "title": "Explicit plain money request remains compact",
+      "question": "не обзор, просто деньги: пришло, ушло, нетто за 2020",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["direct_money_only", "ranking_suppression"]
+    }
+  ],
+  "acceptance": {
+    "min_score": 80,
+    "max_unresolved_p0": 0,
+    "require_all_critical_steps_pass": true
+  }
+}

docs/orchestration/agent_cashflow_profit_directness_20260523.json

@@ -0,0 +1,266 @@
+{
+    "schema_version":  "domain_truth_harness_spec_v1",
+    "scenario_id":  "agent_cashflow_profit_directness_20260523",
+    "domain":  "autonomy_business_answer_contract",
+    "title":  "AGENT | Cashflow vs profit directness pack",
+    "description":  "Targeted AGENT replay for cashflow-vs-profit directness: colloquial earnings questions must produce a compact money answer, while broad overview remains available only when explicitly requested.",
+    "bindings":  {
+
+                 },
+    "steps":  [
+                  {
+                      "step_id":  "step_01_direct_money_earned_explicit_shape",
+                      "title":  "Direct money earned question asks for compact cashflow shape",
+                      "question":  "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815|7136815",
+                                                        "Комитет государственных услуг"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "cashflow_vs_profit",
+                                            "direct_answer",
+                                            "colloquial_earnings"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_02_colloquial_money_earned",
+                      "title":  "Colloquial earned wording stays cashflow, not broad overview",
+                      "question":  "скока денег альтернатива заработала за 20 год?",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815|7136815",
+                                                        "Комитет государственных услуг",
+                                                        "Что проверить дальше"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "cashflow_vs_profit",
+                                            "slang_wording",
+                                            "no_overview_substitution"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_03_profit_followup_after_cashflow",
+                      "title":  "Clean profit follow-up keeps distinction",
+                      "question":  "а это чистая прибыль?",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "7\\s*136\\s*815|7136815",
+                                                           "90|91|99"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "profit_vs_cashflow",
+                                            "followup_context"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_04_money_plus_or_minus_followup",
+                      "title":  "Money plus/minus follow-up returns cashflow net",
+                      "question":  "а по деньгам тогда плюс или минус?",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "\\+",
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815|7136815"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "cashflow_polarity",
+                                            "followup_context",
+                                            "no_profit_substitution"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_05_explicit_business_overview_allowed",
+                      "title":  "Explicit adult overview may include business structure and next steps",
+                      "question":  "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501",
+                                                           "12[\\s.]*792[\\s.]*194",
+                                                           "12[\\s.]*093[\\s.]*465",
+                                                           "9[\\s.]*612[\\s.]*904"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive"
+                                                    ],
+                      "criticality":  "high",
+                      "semantic_tags":  [
+                                            "business_overview",
+                                            "bank_flow_boundary",
+                                            "next_steps"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_06_return_to_short_money_after_overview",
+                      "title":  "Short money follow-up after overview keeps 2020 context",
+                      "question":  "а если коротко, сколько заработали деньгами без топов?",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "2020",
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "285[\\s.]*819[\\s.]*547",
+                                                        "147[\\s.]*855[\\s.]*827",
+                                                        "Комитет государственных услуг",
+                                                        "Что проверить дальше"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "compact_after_overview",
+                                            "temporal_carryover",
+                                            "no_all_time_leak"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_07_plain_money_in_out_net",
+                      "title":  "Plain money request suppresses broad overview",
+                      "question":  "не обзор, просто деньги: пришло, ушло, нетто за 2020",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "47[\\s.]*628[\\s.]*853",
+                                                           "43[\\s.]*763[\\s.]*351",
+                                                           "3[\\s.]*865[\\s.]*501"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "Комитет государственных услуг",
+                                                        "12[\\s.]*093[\\s.]*465",
+                                                        "12[\\s.]*792[\\s.]*194",
+                                                        "Что проверить дальше"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "direct_money_only",
+                                            "ranking_suppression"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_08_direct_clean_profit_2020",
+                      "title":  "Explicit clean profit goes to accounting result, not cashflow",
+                      "question":  "какая чистая прибыль по Альтернативе за 2020?",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "7\\s*136\\s*815|7136815",
+                                                           "90|91|99"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "Учтено строк",
+                                                        "Первая найденная дата",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "получили\\s+47[\\s.]*628[\\s.]*853",
+                                                        "денежное\\s+нетто\\s+3[\\s.]*865[\\s.]*501"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "clean_profit",
+                                            "profit_route",
+                                            "no_cashflow_substitution"
+                                        ]
+                  }
+              ],
+    "acceptance":  {
+                       "min_score":  80,
+                       "max_unresolved_p0":  0,
+                       "require_all_critical_steps_pass":  true
+                   }
+}

docs/orchestration/agent_hot_value_flow_handoff_20260522.json

@@ -0,0 +1,157 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_hot_value_flow_handoff_20260522",
+  "domain": "autonomy_hot_value_flow_handoff",
+  "title": "AGENT | Hot value-flow discovery handoff",
+  "description": "Targeted AGENT replay for the current Autonomy Core slice: organization-scoped value-flow questions must be answered through guarded MCP discovery response with hot handoff, not through stale exact fallback or a counterparty-only route.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_incoming_total_hot_handoff",
+      "title": "Organization-scoped incoming total uses hot value-flow discovery candidate",
+      "question": "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "expected_route_candidate_status": "ready_for_reviewed_execution",
+      "expected_route_candidate_executable_now": true,
+      "required_answer_patterns_all": [
+        "(?i)2020",
+        "(?i)входящ|получ|поступ",
+        "(?i)руб"
+      ],
+      "required_answer_patterns_any": [
+        "(?i)Альтернатива",
+        "(?i)проверенн",
+        "(?i)1С"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)уточните контрагента",
+        "(?i)по какому контрагенту",
+        "(?i)не найден контрагент",
+        "(?i)runtime_",
+        "(?i)planner_",
+        "(?i)query_movements",
+        "(?i)primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "autonomy_core",
+        "value_flow",
+        "hot_handoff",
+        "guarded_response",
+        "incoming_total"
+      ]
+    },
+    {
+      "step_id": "step_02_outgoing_total_hot_handoff",
+      "title": "Organization-scoped outgoing total uses hot value-flow discovery candidate",
+      "question": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "expected_route_candidate_status": "ready_for_reviewed_execution",
+      "expected_route_candidate_executable_now": true,
+      "required_answer_patterns_all": [
+        "(?i)2020",
+        "(?i)исходящ|списан|заплат",
+        "(?i)руб"
+      ],
+      "required_answer_patterns_any": [
+        "(?i)Альтернатива",
+        "(?i)проверенн",
+        "(?i)1С"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)уточните контрагента",
+        "(?i)по какому контрагенту",
+        "(?i)не найден контрагент",
+        "(?i)runtime_",
+        "(?i)planner_",
+        "(?i)query_movements",
+        "(?i)primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "autonomy_core",
+        "value_flow",
+        "hot_handoff",
+        "guarded_response",
+        "outgoing_total"
+      ]
+    },
+    {
+      "step_id": "step_03_colloquial_money_total_hot_handoff",
+      "title": "Colloquial company money wording still uses hot value-flow discovery candidate",
+      "question": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "expected_mcp_discovery_response_applied": true,
+      "expected_mcp_discovery_selected_chain_id": "value_flow",
+      "expected_mcp_discovery_response_candidate_status": "ready_for_guarded_use",
+      "expected_mcp_discovery_candidate_hot_runtime_wired": true,
+      "expected_mcp_discovery_hot_runtime_wired": true,
+      "expected_mcp_discovery_execution_handoff_status": "ready_for_guarded_response",
+      "expected_mcp_discovery_execution_handoff_can_use_guarded_response": true,
+      "expected_catalog_alignment_status": "selected_matches_top",
+      "expected_catalog_chain_top_match": "value_flow",
+      "expected_catalog_selected_matches_top": true,
+      "expected_route_candidate_status": "ready_for_reviewed_execution",
+      "expected_route_candidate_executable_now": true,
+      "required_answer_patterns_all": [
+        "(?i)2020",
+        "(?i)пришл|получ|поступ|входящ",
+        "(?i)руб"
+      ],
+      "required_answer_patterns_any": [
+        "(?i)Альтернатива",
+        "(?i)проверенн",
+        "(?i)1С"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)уточните контрагента",
+        "(?i)по какому контрагенту",
+        "(?i)не найден контрагент",
+        "(?i)runtime_",
+        "(?i)planner_",
+        "(?i)query_movements",
+        "(?i)primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "autonomy_core",
+        "value_flow",
+        "hot_handoff",
+        "guarded_response",
+        "colloquial_total"
+      ]
+    }
+  ]
+}

docs/orchestration/agent_inventory_margin_ranking_20260523.json

@@ -0,0 +1,198 @@
+{
+    "schema_version":  "domain_truth_harness_spec_v1",
+    "scenario_id":  "agent_inventory_margin_ranking_20260523",
+    "domain":  "inventory_margin_ranking",
+    "title":  "AGENT | Inventory margin ranking limited answer pack",
+    "description":  "Targeted live replay for nomenclature high/low profit questions: ask period when missing, stay in inventory/sales/cost domain, give useful limited answer when cost evidence is insufficient, and avoid fixed-assets/bank leakage.",
+    "bindings":  {
+
+                 },
+    "steps":  [
+                  {
+                      "step_id":  "step_01_margin_root_needs_period",
+                      "title":  "Root asks nomenclature high/low profit without period",
+                      "question":  "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "период|месяц|квартал|год",
+                                                           "номенклатур",
+                                                           "выручк|себестоим|валов|маржин"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "90/91/99",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "needs_period",
+                                            "domain_purity"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_02_may_2020_period_limited_answer",
+                      "title":  "User provides May 2020 period and gets useful limited answer",
+                      "question":  "май 2020",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "май|01\\.05\\.2020|31\\.05\\.2020|2020",
+                                                           "рейтинг|прибыль|маржин",
+                                                           "себестоим|90\\.02|закупоч",
+                                                           "нельзя|не удалось|недостаточ|не подтвержд"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "limited_answer",
+                                            "period_followup"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_03_show_cost_base_lines",
+                      "title":  "Follow-up asks for found cost-base evidence",
+                      "question":  "покажи найденные строки себестоимостной базы",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "себестоим",
+                                                           "закупоч",
+                                                           "90\\.02",
+                                                           "41",
+                                                           "не найден|не подтвержд|нет"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "high",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "evidence_followup",
+                                            "carryover"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_04_expand_to_2017",
+                      "title":  "User expands period to full 2017",
+                      "question":  "расширь до 2017 года",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "2017",
+                                                           "рейтинг|маржин|прибыль",
+                                                           "себестоим|90\\.02|закупоч",
+                                                           "нельзя|не подтвержд|найден"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "high",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "period_expansion",
+                                            "carryover"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_05_account_41_not_01",
+                      "title":  "User corrects account family to 41 not fixed assets",
+                      "question":  "анализ по 41 счету а не 01",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "41",
+                                                           "товар|номенклатур|закупоч|себестоим",
+                                                           "не 01|01"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "ОС как объект",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "account_family_guard",
+                                            "no_fixed_assets"
+                                        ]
+                  }
+              ],
+    "acceptance":  {
+                       "min_score":  80,
+                       "max_unresolved_p0":  0,
+                       "require_all_critical_steps_pass":  true
+                   }
+}

docs/orchestration/agent_profit_direct_answer_20260523.json

@@ -0,0 +1,96 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_profit_direct_answer_20260523",
+  "domain": "cashflow_profit_boundary",
+  "title": "AGENT | Direct net profit answer shape",
+  "description": "Targeted replay for direct clean-profit questions: follow-up boundary may say cashflow is not profit, but a standalone net-profit question must answer with the accounting result first.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_cashflow_money_not_profit",
+      "title": "Cashflow question asks money and profit boundary",
+      "question": "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "required_answer_patterns_all": [
+        "47\\s*628\\s*853,03",
+        "43\\s*763\\s*351,53",
+        "3\\s*865\\s*501,50",
+        "не\\s+чистая\\s+прибыль|не\\s+бухгалтерский\\s+финрезультат"
+      ],
+      "forbidden_answer_patterns": [
+        "7\\s*136\\s*815,85.*получили",
+        "runtime_",
+        "planner_",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "cashflow",
+        "profit_boundary"
+      ]
+    },
+    {
+      "step_id": "step_02_followup_this_is_profit",
+      "title": "Follow-up asks whether cashflow is clean profit",
+      "question": "а это чистая прибыль?",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "required_answer_patterns_all": [
+        "нет",
+        "90/91/99",
+        "7\\s*136\\s*815,85",
+        "убыт"
+      ],
+      "forbidden_answer_patterns": [
+        "получили\\s+47\\s*628\\s*853,03.*чистая\\s+прибыль",
+        "runtime_",
+        "planner_",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "profit_boundary",
+        "followup"
+      ]
+    },
+    {
+      "step_id": "step_03_direct_net_profit_question",
+      "title": "Standalone direct net profit question answers with result first",
+      "question": "какая чистая прибыль по Альтернативе за 2020?",
+      "allowed_reply_types": [
+        "partial_coverage",
+        "factual_with_explanation",
+        "factual"
+      ],
+      "required_answer_patterns_all": [
+        "90/91/99",
+        "7\\s*136\\s*815,85",
+        "убыт",
+        "не\\s+денежный\\s+поток|учетный\\s+финрезультат"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:\\s*нет,\\s*денежное\\s+операционное\\s+нетто",
+        "runtime_",
+        "planner_",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "direct_profit",
+        "answer_shape"
+      ]
+    }
+  ],
+  "acceptance": {
+    "min_score": 80,
+    "max_unresolved_p0": 0,
+    "require_all_critical_steps_pass": true
+  }
+}

docs/orchestration/inventory_margin_ranking_agent_loop_20260522.json

@@ -0,0 +1,109 @@
+{
+  "schema_version": "domain_scenario_manifest_v1",
+  "scenario_id": "inventory_margin_ranking_agent_loop_20260522",
+  "domain": "inventory_margin_ranking",
+  "title": "Inventory nomenclature margin ranking limited-answer loop",
+  "description": "Shared-session replay for nomenclature profitability ranking: missing period clarification, period-scoped insufficient realization/cost evidence, and follow-up action quality.",
+  "acceptance_canon": {
+    "root_step_id": "step_01_margin_root_needs_period",
+    "primary_user_path": [
+      "step_01_margin_root_needs_period",
+      "step_02_september_2017_period",
+      "step_03_show_cost_base_lines",
+      "step_04_expand_to_2017",
+      "step_05_account_41_not_01"
+    ],
+    "required_paraphrase_families": [
+      "colloquial",
+      "canonical"
+    ],
+    "required_carryover_invariants": [
+      "intent_scope",
+      "period_scope",
+      "organization_scope",
+      "answer_shape"
+    ]
+  },
+  "analysis_context": {
+    "as_of_date": "2026-05-22",
+    "source": "manual_export_and_codex_agent_loop"
+  },
+  "steps": [
+    {
+      "step_id": "step_01_margin_root_needs_period",
+      "title": "Root asks nomenclature high/low profit without period",
+      "question": "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+      "node_role": "root",
+      "paraphrase_family": "colloquial",
+      "expected_capability": "inventory_inventory_margin_ranking_for_nomenclature",
+      "expected_result_mode": "clarification_required"
+    },
+    {
+      "step_id": "step_02_september_2017_period",
+      "title": "User provides period",
+      "question": "сентябрь 2017",
+      "node_role": "critical_child",
+      "paraphrase_family": "colloquial",
+      "depends_on": [
+        "step_01_margin_root_needs_period"
+      ],
+      "expected_capability": "inventory_inventory_margin_ranking_for_nomenclature",
+      "expected_result_mode": "limited_accounting_answer",
+      "required_carryover_invariants": [
+        "intent_scope",
+        "period_scope",
+        "organization_scope"
+      ]
+    },
+    {
+      "step_id": "step_03_show_cost_base_lines",
+      "title": "Follow-up asks for found evidence after no sales",
+      "question": "покажи найденные строки себестоимостной базы",
+      "node_role": "critical_child",
+      "paraphrase_family": "canonical",
+      "depends_on": [
+        "step_02_september_2017_period"
+      ],
+      "expected_result_mode": "evidence_or_honest_boundary",
+      "required_carryover_invariants": [
+        "intent_scope",
+        "period_scope",
+        "organization_scope"
+      ]
+    },
+    {
+      "step_id": "step_04_expand_to_2017",
+      "title": "User expands period to full year",
+      "question": "расширь до 2017 года",
+      "node_role": "critical_child",
+      "paraphrase_family": "colloquial",
+      "depends_on": [
+        "step_02_september_2017_period"
+      ],
+      "expected_capability": "inventory_inventory_margin_ranking_for_nomenclature",
+      "expected_result_mode": "ranking_or_limited_accounting_answer",
+      "required_carryover_invariants": [
+        "intent_scope",
+        "period_scope",
+        "organization_scope"
+      ]
+    },
+    {
+      "step_id": "step_05_account_41_not_01",
+      "title": "User corrects account family to 41 not fixed assets",
+      "question": "анализ по 41 счету а не 01",
+      "node_role": "critical_child",
+      "paraphrase_family": "colloquial",
+      "depends_on": [
+        "step_04_expand_to_2017"
+      ],
+      "expected_capability": "inventory_inventory_margin_ranking_for_nomenclature",
+      "expected_result_mode": "same_inventory_margin_context_or_clarification",
+      "required_carryover_invariants": [
+        "intent_scope",
+        "period_scope",
+        "organization_scope"
+      ]
+    }
+  ]
+}

llm_normalizer/backend/dist/routes/autoRuns.js

@@ -1008,7 +1008,8 @@ function loadSessionDialog(runId, caseId) {
         text: toStringSafe(item.text) ?? "",
         created_at: toStringSafe(item.created_at),
         trace_id: toStringSafe(item.trace_id),
-        reply_type: toStringSafe(item.reply_type)
+        reply_type: toStringSafe(item.reply_type),
+        debug: item.debug ?? null
     }));
     const turns = toArray(record.turns)
         .map((item) => toRecord(item))
@@ -1076,7 +1077,8 @@ function buildFallbackDialog(run, caseId) {
                 text: userText,
                 created_at: null,
                 trace_id: null,
-                reply_type: null
+                reply_type: null,
+                debug: null
             },
             {
                 message_id: null,
@@ -1084,7 +1086,8 @@ function buildFallbackDialog(run, caseId) {
                 text: assistantSummaryParts.join("\n"),
                 created_at: null,
                 trace_id: toStringSafe(targetCase.trace_id),
-                reply_type: toStringSafe(targetCase.reply_type)
+                reply_type: toStringSafe(targetCase.reply_type),
+                debug: null
             }
         ],
         decomposition: [],

llm_normalizer/backend/dist/services/addressCapabilityPolicy.js

@@ -12,6 +12,7 @@ const COMPUTE_EXACT_INTENTS = new Set([
     "inventory_purchase_documents_for_item",
     "inventory_supplier_stock_overlap_as_of_date",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain",
     "inventory_aging_by_purchase_date",
@@ -68,6 +69,7 @@ function defaultCapabilityId(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date") {
@@ -151,12 +153,15 @@ function resolveCapabilityEnabled(intent) {
     if (intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain") {
-        if (intent === "inventory_profitability_for_item") {
+        if (intent === "inventory_profitability_for_item" || intent === "inventory_margin_ranking_for_nomenclature") {
             return {
                 enabled: true,
-                reason: "inventory_profitability_route_enabled"
+                reason: intent === "inventory_margin_ranking_for_nomenclature"
+                    ? "inventory_margin_ranking_route_enabled"
+                    : "inventory_profitability_route_enabled"
             };
         }
         if (intent === "inventory_purchase_to_sale_chain") {
@@ -249,6 +254,7 @@ function resolveShadowRouteIntent(intent, requestedResultMode) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date") {

llm_normalizer/backend/dist/services/addressCoverageEvidencePolicy.js

@@ -101,6 +101,7 @@ function isConfirmedBalanceIntent(intent) {
         intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "open_contracts_confirmed_as_of_date" ||

llm_normalizer/backend/dist/services/addressFilterExtractor.js

@@ -971,6 +971,7 @@ function isInventoryTraceIntent(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -989,6 +990,7 @@ function usesRecipeDefaultLimit(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -1407,6 +1409,9 @@ function requiredFiltersByIntent(intent) {
         intent === "inventory_purchase_to_sale_chain") {
         return ["item"];
     }
+    if (intent === "inventory_margin_ranking_for_nomenclature") {
+        return ["period_from", "period_to"];
+    }
     if (intent === "payables_confirmed_as_of_date") {
         return ["as_of_date"];
     }

llm_normalizer/backend/dist/services/addressIntentResolver.js

@@ -1664,6 +1664,17 @@ function hasBidirectionalValueFlowComparisonSignal(text) {
     const hasNetAmountCue = /(?:сколько|сумм|итог|нетто|сальдо|минус|net|total|sum)/iu.test(normalized);
     return hasIncomingCue && hasOutgoingCue && hasComparisonCue && (hasValueFlowCue || hasNetAmountCue);
 }
+function hasNomenclatureMarginRankingSignal(text) {
+    const normalized = String(text ?? "").trim().toLowerCase();
+    if (!normalized) {
+        return false;
+    }
+    const hasNomenclatureCue = /(?:номенклатур|товар|позици|ассортимент|sku|item|product|goods)/iu.test(normalized);
+    const hasRealizationCue = /(?:реализован|реализац|продан|продаж|отгруж|41(?:[.,]0?1)?|90(?:[.,]\d{1,2})?|sales?|sold)/iu.test(normalized);
+    const hasMarginCue = /(?:прибыл|марж|рентаб|наценк|себестоим|выручк|profit|margin|profitability|gross\s+spread|cogs)/iu.test(normalized);
+    const hasRankingCue = /(?:высок|низк|топ|сам(?:ая|ый|ое|ые)|больш|меньш|ранж|рейтинг|high|low|top|rank|best|worst)/iu.test(normalized);
+    return hasNomenclatureCue && hasRealizationCue && hasMarginCue && hasRankingCue;
+}
 function hasVatPeriodInspectionBridgeSignal(text) {
     const normalized = String(text ?? "").trim().toLowerCase();
     if (!/(?:ндс|vat)/iu.test(normalized)) {
@@ -1736,6 +1747,9 @@ function resolveUnicodeAddressIntentBridge(text) {
     if (hasSelectedObjectProfitabilityCue) {
         return unicodeBridgeResolution("inventory_profitability_for_item", "high", "unicode_selected_object_profitability_bridge_signal_detected");
     }
+    if (hasNomenclatureMarginRankingSignal(normalized)) {
+        return unicodeBridgeResolution("inventory_margin_ranking_for_nomenclature", "high", "unicode_nomenclature_margin_ranking_bridge_signal_detected");
+    }
     const hasOpenItemsAccountCue = /(?:хвост|долг|незакрыт|вис)/iu.test(normalized) &&
         /(?:сч(?:е|ё)т(?:а|у|ом|е|ов)?\s*(?:№|#)?\s*(?:60|62|76)(?:[.,]\d{1,2})?|\b(?:60|62|76)(?:[.,]\d{1,2})?\b\s*сч(?:е|ё)т)/iu.test(normalized);
     if (hasOpenItemsAccountCue) {

llm_normalizer/backend/dist/services/addressQueryService.js

@@ -1647,6 +1647,7 @@ function isOrganizationScopedInventoryIntent(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -1680,6 +1681,7 @@ function shouldDeferInventoryOrganizationClarification(intent, filters, semantic
     return (intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -1981,6 +1983,7 @@ function canAutoBroadenPeriodWindow(intent, filters) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -1990,6 +1993,7 @@ function shouldBoostAutoBroadenedLimit(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -2520,6 +2524,9 @@ async function tryComposeLlmLimitedReply(input) {
     if (process.env.VITEST === "true" || process.env.NODE_ENV === "test") {
         return null;
     }
+    if (input.intent === "inventory_margin_ranking_for_nomenclature" && input.category === "missing_anchor") {
+        return null;
+    }
     if (!shouldUseLlmLimitedReply(input.category)) {
         return null;
     }
@@ -2580,6 +2587,13 @@ function composeLimitedReply(input) {
         .map((item) => normalizeMissingAnchorLabel(String(item ?? "").trim()))
         .filter((item) => item.length > 0)));
     const missingAnchorPhrase = missingAnchorLabels.length > 0 ? missingAnchorLabels.join(", ") : "контрагент, договор, счет или период";
+    if (input.intent === "inventory_margin_ranking_for_nomenclature" && input.category === "missing_anchor") {
+        return [
+            "Для рейтинга прибыльности номенклатуры нужен период.",
+            "Могу посчитать по номенклатуре: выручку без НДС, себестоимость реализации, валовую прибыль и маржинальность.",
+            "Уточните период: месяц, квартал, год или весь доступный период."
+        ].join("\n\n");
+    }
     const heading = input.category === "empty_match"
         ? pickDeterministicVariant(headingSeed, [
             "По текущим условиям в доступном срезе данных совпадений не нашлось.",

llm_normalizer/backend/dist/services/addressRecipeCatalog.js

@@ -966,6 +966,17 @@ const BASE_RECIPES = [
         account_scope_mode: "strict",
         query_template: "inventory_trading_margin_proxy_profile"
     },
+    {
+        recipe_id: "address_inventory_margin_ranking_for_nomenclature_v1",
+        intent: "inventory_margin_ranking_for_nomenclature",
+        purpose: "Rank realized nomenclature by bounded gross margin proxy for an explicit period using 41.01 purchase and sale document rows",
+        required_filters: ["period_from", "period_to"],
+        optional_filters: ["organization", "warehouse", "limit", "sort"],
+        default_limit: 800,
+        account_scope: ["41.01"],
+        account_scope_mode: "strict",
+        query_template: "inventory_margin_ranking_profile"
+    },
     {
         recipe_id: "address_inventory_purchase_to_sale_chain_v1",
         intent: "inventory_purchase_to_sale_chain",
@@ -1714,6 +1725,7 @@ function maxLimitForIntent(intent) {
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
         intent === "inventory_trading_margin_proxy_for_organization" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date" ||
@@ -1905,33 +1917,17 @@ function buildAddressRecipePlan(recipe, filters) {
                                                                                     ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
                                                                                     : recipe.query_template === "inventory_trading_margin_proxy_profile"
                                                                                         ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
-                                                                                        : recipe.query_template === "inventory_purchase_to_sale_chain_profile"
+                                                                                        : recipe.query_template === "inventory_margin_ranking_profile"
                                                                                             ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
-                                                                                            : recipe.query_template === "inventory_aging_by_purchase_date_profile"
-                                                                                                ? buildInventoryMovementQuery(filters, resolvedLimit, "dt")
-                                                                                                : recipe.query_template === "inventory_quality_events_profile"
-                                                                                                    ? buildInventoryQualityEventsQuery(filters, resolvedLimit)
-                                                                                                    : recipe.query_template === "contracts_by_counterparty_profile"
-                                                                                                        ? CONTRACTS_BY_COUNTERPARTY_QUERY_TEMPLATE.replaceAll("__LIMIT__", String(resolvedLimit))
-                                                                                                        : recipe.query_template === "open_contracts_confirmed_as_of_balance_profile"
-                                                                                                            ? (() => {
-                                                                                                                const asOfExpr = (typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
-                                                                                                                    ? toDateTimeExpr(filters.as_of_date, true)
-                                                                                                                    : null) ??
-                                                                                                                    (typeof filters.period_to === "string" && filters.period_to.trim().length > 0
-                                                                                                                        ? toDateTimeExpr(filters.period_to, true)
-                                                                                                                        : null) ??
-                                                                                                                    (typeof filters.period_from === "string" && filters.period_from.trim().length > 0
-                                                                                                                        ? toDateTimeExpr(filters.period_from, true)
-                                                                                                                        : null) ??
-                                                                                                                    "ТЕКУЩАЯДАТА()";
-                                                                                                                return OPEN_CONTRACTS_CONFIRMED_AS_OF_QUERY_TEMPLATE
-                                                                                                                    .replaceAll("__LIMIT__", String(resolvedLimit))
-                                                                                                                    .replaceAll("__AS_OF_EXPR__", asOfExpr)
-                                                                                                                    .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["60", "62", "76"]))
-                                                                                                                    .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
-                                                                                                            })()
-                                                                                                            : recipe.query_template === "payables_confirmed_as_of_balance_profile"
+                                                                                            : recipe.query_template === "inventory_purchase_to_sale_chain_profile"
+                                                                                                ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
+                                                                                                : recipe.query_template === "inventory_aging_by_purchase_date_profile"
+                                                                                                    ? buildInventoryMovementQuery(filters, resolvedLimit, "dt")
+                                                                                                    : recipe.query_template === "inventory_quality_events_profile"
+                                                                                                        ? buildInventoryQualityEventsQuery(filters, resolvedLimit)
+                                                                                                        : recipe.query_template === "contracts_by_counterparty_profile"
+                                                                                                            ? CONTRACTS_BY_COUNTERPARTY_QUERY_TEMPLATE.replaceAll("__LIMIT__", String(resolvedLimit))
+                                                                                                            : recipe.query_template === "open_contracts_confirmed_as_of_balance_profile"
                                                                                                                 ? (() => {
                                                                                                                     const asOfExpr = (typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
                                                                                                                         ? toDateTimeExpr(filters.as_of_date, true)
@@ -1946,10 +1942,10 @@ function buildAddressRecipePlan(recipe, filters) {
                                                                                                                     return OPEN_CONTRACTS_CONFIRMED_AS_OF_QUERY_TEMPLATE
                                                                                                                         .replaceAll("__LIMIT__", String(resolvedLimit))
                                                                                                                         .replaceAll("__AS_OF_EXPR__", asOfExpr)
-                                                                                                                        .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["60", "76"]))
+                                                                                                                        .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["60", "62", "76"]))
                                                                                                                         .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
                                                                                                                 })()
-                                                                                                                : recipe.query_template === "receivables_confirmed_as_of_balance_profile"
+                                                                                                                : recipe.query_template === "payables_confirmed_as_of_balance_profile"
                                                                                                                     ? (() => {
                                                                                                                         const asOfExpr = (typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
                                                                                                                             ? toDateTimeExpr(filters.as_of_date, true)
@@ -1964,20 +1960,38 @@ function buildAddressRecipePlan(recipe, filters) {
                                                                                                                         return OPEN_CONTRACTS_CONFIRMED_AS_OF_QUERY_TEMPLATE
                                                                                                                             .replaceAll("__LIMIT__", String(resolvedLimit))
                                                                                                                             .replaceAll("__AS_OF_EXPR__", asOfExpr)
-                                                                                                                            .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["62", "76"]))
+                                                                                                                            .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["60", "76"]))
                                                                                                                             .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
                                                                                                                     })()
-                                                                                                                    : MOVEMENTS_QUERY_TEMPLATE
-                                                                                                                        .replace("__LIMIT__", String(resolvedLimit))
-                                                                                                                        .replace("__WHERE_CLAUSE__", (() => {
-                                                                                                                        const extraConditions = [];
-                                                                                                                        const accountCondition = buildMovementAccountCondition(filters);
-                                                                                                                        if (accountCondition) {
-                                                                                                                            extraConditions.push(accountCondition);
-                                                                                                                        }
-                                                                                                                        return buildWhereClause(filters, "Движения.Период", extraConditions);
-                                                                                                                    })())
-                                                                                                                        .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
+                                                                                                                    : recipe.query_template === "receivables_confirmed_as_of_balance_profile"
+                                                                                                                        ? (() => {
+                                                                                                                            const asOfExpr = (typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
+                                                                                                                                ? toDateTimeExpr(filters.as_of_date, true)
+                                                                                                                                : null) ??
+                                                                                                                                (typeof filters.period_to === "string" && filters.period_to.trim().length > 0
+                                                                                                                                    ? toDateTimeExpr(filters.period_to, true)
+                                                                                                                                    : null) ??
+                                                                                                                                (typeof filters.period_from === "string" && filters.period_from.trim().length > 0
+                                                                                                                                    ? toDateTimeExpr(filters.period_from, true)
+                                                                                                                                    : null) ??
+                                                                                                                                "ТЕКУЩАЯДАТА()";
+                                                                                                                            return OPEN_CONTRACTS_CONFIRMED_AS_OF_QUERY_TEMPLATE
+                                                                                                                                .replaceAll("__LIMIT__", String(resolvedLimit))
+                                                                                                                                .replaceAll("__AS_OF_EXPR__", asOfExpr)
+                                                                                                                                .replaceAll("__OPEN_CONTRACT_ACCOUNTS_MATCH__", buildAccountPrefixPredicate("Остатки.Счет", ["62", "76"]))
+                                                                                                                                .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
+                                                                                                                        })()
+                                                                                                                        : MOVEMENTS_QUERY_TEMPLATE
+                                                                                                                            .replace("__LIMIT__", String(resolvedLimit))
+                                                                                                                            .replace("__WHERE_CLAUSE__", (() => {
+                                                                                                                            const extraConditions = [];
+                                                                                                                            const accountCondition = buildMovementAccountCondition(filters);
+                                                                                                                            if (accountCondition) {
+                                                                                                                                extraConditions.push(accountCondition);
+                                                                                                                            }
+                                                                                                                            return buildWhereClause(filters, "Движения.Период", extraConditions);
+                                                                                                                        })())
+                                                                                                                            .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
     return {
         recipe,
         query,

llm_normalizer/backend/dist/services/address_runtime/composeStage.js

@@ -129,15 +129,6 @@ function formatNumberWithDots(value, fractionDigits = 0) {
 function formatMoneyRub(value) {
     return `${formatNumberWithDots(value, 2)} ₽`;
 }
-function formatVatProbeStatusRu(status) {
-    if (status === "ok") {
-        return "есть движения";
-    }
-    if (status === "empty") {
-        return "движения не найдены";
-    }
-    return "ошибка запроса";
-}
 function emphasizeNumericTokens(line) {
     if (!line) {
         return line;
@@ -365,6 +356,63 @@ function bankOperationEvidenceLine(rows, preferredDirection = null) {
     }
     return `Основание 1С: ${parts.join("; ")}.`;
 }
+function classifyBankOperationSemanticBucket(row) {
+    const text = [
+        row.registrator,
+        row.operation_kind,
+        row.payment_purpose,
+        row.contract,
+        row.comment
+    ]
+        .map((item) => String(item ?? "").toLowerCase())
+        .join(" ");
+    if (/(?:комисс|тариф|эквайр|обслуживан)/iu.test(text)) {
+        return "commission";
+    }
+    if (/(?:депозит|кредит|займ|овердрафт|процент|ссуд)/iu.test(text)) {
+        return "deposit_or_credit";
+    }
+    if (/(?:налог|ндс|взнос|бюджет|фнс|пфр|страхов)/iu.test(text)) {
+        return "tax_or_budget";
+    }
+    if (/(?:возврат|перевод|перечислен|переброс|пополн|инкасс|перенос)/iu.test(text)) {
+        return "transfer_or_return";
+    }
+    return "other";
+}
+function bankOperationSemanticBucketLabel(bucket) {
+    if (bucket === "commission") {
+        return "комиссии и банковское обслуживание";
+    }
+    if (bucket === "deposit_or_credit") {
+        return "депозиты, кредиты или проценты";
+    }
+    if (bucket === "tax_or_budget") {
+        return "налоги и бюджетные платежи";
+    }
+    if (bucket === "transfer_or_return") {
+        return "переводы, возвраты или перебросы";
+    }
+    return "прочие банковские операции";
+}
+function summarizeBankOperationSemantics(rows) {
+    if (rows.length === 0) {
+        return null;
+    }
+    const counts = new Map();
+    for (const row of rows) {
+        const bucket = classifyBankOperationSemanticBucket(row);
+        counts.set(bucket, (counts.get(bucket) ?? 0) + 1);
+    }
+    const ranked = Array.from(counts.entries())
+        .sort((left, right) => right[1] - left[1])
+        .slice(0, 3);
+    if (ranked.length === 0) {
+        return null;
+    }
+    const parts = ranked.map(([bucket, count]) => `${bankOperationSemanticBucketLabel(bucket)} — ${count}`);
+    return `По смыслу это скорее финансовый/банковский контур: ${parts.join("; ")}.`;
+}
 function bankRoleBoundaryLine(userMessage, rows) {
     const incomingBoundary = hasBankIncomingRoleBoundaryQuestion(userMessage);
     const outgoingBoundary = hasBankOutgoingRoleBoundaryQuestion(userMessage);
@@ -2045,35 +2093,31 @@ function formatPayablesEvidenceSuffix(item) {
         const suffix = item.documents.length > 1 ? ` (+${item.documents.length - 1})` : "";
         parts.push(`документ: ${item.documents[0]}${suffix}`);
     }
-    if (item.sourceRefs.length > 0) {
-        parts.push(`source refs: ${item.sourceRefs.slice(0, 2).join("; ")}`);
-    }
     return parts.length > 0 ? ` | ${parts.join(" | ")}` : "";
 }
 function formatDebtMirrorGroupLine(item) {
-    const details = [
-        item.account ? `счет ${item.account}` : null,
-        item.contract ? `договор/аналитика: ${item.contract}` : null,
-        item.organization ? `организация: ${item.organization}` : null
-    ].filter((part) => Boolean(part));
     const netText = Math.abs(item.netAmount) <= 0.005
         ? "чисто: 0 ₽"
         : item.netAmount > 0
             ? `чисто к получению: ${formatMoneyRub(item.netAmount)}`
             : `чисто к оплате: ${formatMoneyRub(Math.abs(item.netAmount))}`;
-    return `${item.name}${details.length > 0 ? ` (${details.join(", ")})` : ""}: дебет ${formatMoneyRub(item.debitAmount)} / кредит ${formatMoneyRub(item.creditAmount)}, ${netText}.`;
+    return `${item.name}: встречная часть ${formatMoneyRub(Math.min(item.debitAmount, item.creditAmount))}, ${netText}.`;
 }
-function debtMirrorCleanScopeLabel(kind) {
-    return kind === "payables" ? "чистый долг к оплате" : "чистую дебиторку к получению";
+function debtMirrorCleanScopeLabel(kind, grammaticalCase) {
+    if (kind === "payables") {
+        return grammaticalCase === "genitive" ? "чистого долга к оплате" : "чистый долг к оплате";
+    }
+    return grammaticalCase === "genitive" ? "чистой дебиторки к получению" : "чистую дебиторку к получению";
 }
 function appendDebtMirrorCompactDisclosure(lines, snapshot, kind) {
     if (snapshot.mirroredOffsetAmount <= 0.005) {
         return;
     }
-    lines.push(`Отдельно сверено встречных остатков: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; они не включены в ${debtMirrorCleanScopeLabel(kind)}.`);
+    lines.push("", "Для сверки:");
+    lines.push(`- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она не включена в ${debtMirrorCleanScopeLabel(kind, "accusative")}.`);
     const leadingMirror = snapshot.mirrorGroups[0] ?? null;
     if (leadingMirror) {
-        lines.push(`Крупнейший встречный хвост: ${formatDebtMirrorGroupLine(leadingMirror)}`);
+        lines.push(`- Крупнейший встречный контрагент: ${formatDebtMirrorGroupLine(leadingMirror)}`);
     }
 }
 function appendDebtMirrorDisclosure(lines, snapshot, kind) {
@@ -2082,8 +2126,11 @@ function appendDebtMirrorDisclosure(lines, snapshot, kind) {
     }
     lines.push("");
     lines.push("Встречные остатки к сверке");
-    lines.push(`- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она исключена из ${debtMirrorCleanScopeLabel(kind)}.`);
-    lines.push(...snapshot.mirrorGroups.slice(0, 3).map((item, index) => `${index + 1}. ${formatDebtMirrorGroupLine(item)}`));
+    lines.push(`- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она исключена из ${debtMirrorCleanScopeLabel(kind, "genitive")}.`);
+    const leadingMirror = snapshot.mirrorGroups[0] ?? null;
+    if (leadingMirror) {
+        lines.push(`- Крупнейший встречный контрагент: ${formatDebtMirrorGroupLine(leadingMirror)}`);
+    }
 }
 function deriveOperationalYearWindow(yearDocs, yearOps) {
     const docsSeries = [...yearDocs].sort((a, b) => a.year - b.year);
@@ -2918,7 +2965,6 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const turnover19Credit = rowsByMarker.get("VAT_19_CREDIT") ?? 0;
         const netVat = turnover68Credit - turnover68Debit;
         const vatToPay = Math.max(0, netVat);
-        const carryoverOrOverpayment = Math.max(0, -netVat);
         const totalVatTurnoverAbs = Math.abs(turnover68Credit) + Math.abs(turnover68Debit) + Math.abs(turnover19Debit) + Math.abs(turnover19Credit);
         const vatActivityDetected = totalVatTurnoverAbs > 0.0000001;
         const netVatIsEffectivelyZero = Math.abs(netVat) <= 0.005;
@@ -2926,50 +2972,17 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const shouldShowCalendarDetails = needsVatCalendarDetails(options.userMessage);
         const vatCalendar = deriveVatDeadlineCalendar(options.periodFrom, options.periodTo);
         const formatForecastMoney = (value) => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
-        const vatProbe = options.vatDirectSourceProbe ?? null;
         const periodWindowLabel = options.periodFrom && options.periodTo ? `${formatDateRu(options.periodFrom)}..${formatDateRu(options.periodTo)}` : null;
         const lines = [
             `Коротко: ориентир по НДС к уплате за ${periodWindowLabel ?? "доступный срез"} — ${formatForecastMoney(vatToPay)}.`,
-            `Если смотреть на возможный перенос или переплату, получается ${formatForecastMoney(carryoverOrOverpayment)}.`,
-            "Это предварительная оценка по оборотам 68.02*/19*, а не подтвержденная сумма налога по декларации.",
+            "Это предварительная оценка по бухгалтерским оборотам НДС, а не подтвержденная сумма налога по декларации.",
             "",
             "Что вошло в расчет:",
             `- Период оценки: ${periodWindowLabel ?? "не задан (использован доступный срез)"}.`,
-            `- Оборот по кредиту 68*: ${formatForecastMoney(turnover68Credit)}.`,
-            `- Оборот по дебету 68*: ${formatForecastMoney(turnover68Debit)}.`,
-            `- Нетто НДС (68 Кт - 68 Дт): ${formatForecastMoney(netVat)}.`,
-            `- Справочно по 19*: дебет ${formatForecastMoney(turnover19Debit)}, кредит ${formatForecastMoney(turnover19Credit)}.`
+            `- НДС начисленный: ${formatForecastMoney(turnover68Credit)}.`,
+            `- Уменьшение/вычеты по НДС: ${formatForecastMoney(turnover68Debit)}.`,
+            `- Нетто НДС: ${formatForecastMoney(netVat)}.`
         ];
-        if (vatProbe && vatProbe.status === "ok") {
-            const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-            const statusRank = (status) => status === "ok" ? 0 : status === "empty" ? 1 : 2;
-            const orderedProbeRows = [...vatProbe.probedSources].sort((a, b) => statusRank(a.status) - statusRank(b.status) ||
-                a.fullName.localeCompare(b.fullName, "ru"));
-            const nonErrorProbeRows = orderedProbeRows.filter((item) => item.status !== "error");
-            const visibleProbeRows = (nonErrorProbeRows.length > 0 ? nonErrorProbeRows : orderedProbeRows).slice(0, 6);
-            const erroredSources = vatProbe.probedSources.filter((item) => item.status === "error").length;
-            lines.push("", "Покрытие VAT-источников в 1С:", `- Найдено VAT-объектов: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`, `- Прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`, `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`, `- Источников с ошибкой запроса: ${formatNumberWithDots(erroredSources)}.`);
-            if (visibleProbeRows.length > 0) {
-                lines.push(...visibleProbeRows.map((item, index) => {
-                    const name = item.synonym ? `${item.fullName} (${item.synonym})` : item.fullName;
-                    const extra = item.status === "ok"
-                        ? item.lastPeriod
-                            ? ` | последнее движение: ${item.lastPeriod}`
-                            : ""
-                        : item.status === "error" && item.error
-                            ? ` | ошибка: ${item.error}`
-                            : "";
-                    return `${index + 1}. ${name} | ${formatVatProbeStatusRu(item.status)}${extra}`;
-                }));
-            }
-            if (vatProbe.errors.length > 0) {
-                lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-            }
-            lines.push("- Сумма прогноза выше рассчитана строго по оборотам 68.02*/19*; прямые VAT-источники показаны для проверки покрытия.");
-        }
-        else if (vatProbe && vatProbe.status === "error") {
-            lines.push("", "Покрытие VAT-источников в 1С: дополнительная проверка завершилась ошибкой, поэтому использован только базовый контур 68.02*/19*.");
-        }
         if (!vatActivityDetected) {
             lines.push(`В выбранном окне не найдено движений по НДС-субсчетам 68.02*/19*; поэтому оперативный прогноз к уплате равен ${formatForecastMoney(0)}.`);
         }
@@ -3016,16 +3029,13 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const purchaseVat = rowsByMarker.get("VAT_BOOK_PURCHASES") ?? 0;
         const netVat = salesVat - purchaseVat;
         const vatToPay = Math.max(0, netVat);
-        const carryoverOrOverpayment = Math.max(0, -netVat);
         const periodWindowLabel = options.periodFrom && options.periodTo ? `${formatDateRu(options.periodFrom)}..${formatDateRu(options.periodTo)}` : null;
         const formatConfirmedMoney = (value) => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
-        const vatProbe = options.vatDirectSourceProbe ?? null;
         const organizationLabel = (0, assistantOrganizationMatcher_1.normalizeOrganizationScopeValue)(options.organizationHint);
         const organizationScopeLabel = organizationLabel ? ` по организации ${organizationLabel}` : "";
         const lines = [
             `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
-            `Если смотреть на возможный перенос или переплату, получается ${formatConfirmedMoney(carryoverOrOverpayment)}.`,
-            "Это подтвержденный расчет по регистрам книг продаж и покупок, без surrogate-формулы 68/19.",
+            "Расчет сделан по книгам продаж и покупок.",
             "",
             "Что вошло в расчет:",
             ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
@@ -3034,21 +3044,6 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             `- НДС по книге покупок (вычеты): ${formatConfirmedMoney(purchaseVat)}.`,
             `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`
         ];
-        if (vatProbe && vatProbe.status === "ok") {
-            const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-            const erroredSources = vatProbe.probedSources.filter((item) => item.status === "error").length;
-            lines.push("", "Покрытие VAT-источников в 1С:", `- Найдено VAT-объектов: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`, `- Прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`, `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`, `- Источников с ошибкой запроса: ${formatNumberWithDots(erroredSources)}.`);
-            if (vatProbe.errors.length > 0) {
-                lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-            }
-            lines.push("- Сумма расчета выше получена по книгам продаж/покупок; дополнительная проверка использована для контроля полноты VAT-источников.");
-        }
-        else if (vatProbe && vatProbe.status === "error") {
-            lines.push("", "Покрытие VAT-источников в 1С: дополнительная проверка недоступна, поэтому использован основной бухгалтерский срез.", "Итоговая сумма НДС выше рассчитана по основному маршруту книг продаж/покупок; probe влияет только на диагностику покрытия.");
-            if (vatProbe.errors.length > 0) {
-                lines.push(`- Детали probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-            }
-        }
         if (rows.length === 0) {
             lines.push("", "За выбранный налоговый период не найдены строки книг продаж/покупок, поэтому подтвержденная сумма к уплате равна 0.");
         }
@@ -3104,40 +3099,14 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const lines = [
             `Итого подтвержденный НДС к уплате на ${formatDateRu(asOfDate)}: ${formatMoneyRub(totalVatPayable)}.`,
             "",
-            "Блок 1. Статус результата",
-            "- Результат: подтвержденный срез НДС к уплате по состоянию на дату.",
-            "",
-            "Блок 2. Что учтено",
+            "Что учтено:",
             `- Дата среза: ${formatDateRu(asOfDate)}.`,
-            "- Контур: остатки по счетам НДС к уплате (68*)."
+            "- Контур: остатки по счетам НДС к уплате."
         ];
-        const vatProbe = options.vatDirectSourceProbe ?? null;
-        if (vatProbe && vatProbe.status === "ok") {
-            const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-            lines.push("", "Блок 2.1. Проверка VAT-источников в 1С", `- VAT-объектов в метаданных 1С: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`, `- Пробных прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`, `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`);
-            if (vatProbe.probedSources.length > 0) {
-                lines.push(...vatProbe.probedSources.slice(0, 4).map((item, index) => {
-                    const name = item.synonym ? `${item.fullName} (${item.synonym})` : item.fullName;
-                    const suffix = item.status === "ok"
-                        ? `${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.sampleRegistrator ? ` | пример: ${item.sampleRegistrator}` : ""}`
-                        : item.status === "error" && item.error
-                            ? ` | ошибка: ${item.error}`
-                            : "";
-                    return `${index + 1}. ${name} | ${formatVatProbeStatusRu(item.status)}${suffix}`;
-                }));
-            }
-            if (vatProbe.errors.length > 0) {
-                lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-            }
-        }
-        else if (vatProbe && vatProbe.status === "error") {
-            lines.push("", "Блок 2.1. Проверка VAT-источников в 1С", "- Дополнительная проверка VAT-источников завершилась ошибкой, поэтому срез подтвержден по доступному бухгалтерскому источнику (68*).");
-        }
-        lines.push("", "Блок 3. Сводка", `- Строк в выборке: ${formatNumberWithDots(rows.length)}.`, `- Подтвержденных позиций по НДС: ${formatNumberWithDots(accountRows.length)}.`, "", "Блок 4. Подтвержденные позиции");
+        lines.push("", "Сводка:", `- Строк в выборке: ${formatNumberWithDots(rows.length)}.`, `- Подтвержденных позиций по НДС: ${formatNumberWithDots(accountRows.length)}.`, "", "Подтвержденные позиции:");
         if (accountRows.length > 0) {
             lines.push(...accountRows.slice(0, 12).map((item, index) => {
-                const refs = Array.from(item.refs).slice(0, 2).join("; ");
-                return `${index + 1}. ${item.account} | остаток НДС к уплате: ${formatMoneyRub(item.total)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${refs ? ` | source refs: ${refs}` : ""}`;
+                return `${index + 1}. ${item.account} — остаток НДС к уплате: ${formatMoneyRub(item.total)}, операций: ${formatNumberWithDots(item.operations)}.`;
             }));
         }
         else {
@@ -3410,8 +3379,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
                 : [`Коротко: на ${formatDateRu(payablesAsOfDate)} подтвержденных обязательств к оплате не найдено.`];
             if (leading) {
                 compactLines.push(...confirmedBalances.slice(0, 5).map((item, index) => {
-                    const lastPeriod = item.lastPeriod ? `, последнее движение: ${item.lastPeriod}` : "";
-                    return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.${lastPeriod}).`;
+                    return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`;
                 }));
                 if (confirmedBalances.length > 5) {
                     compactLines.push(`Показаны первые 5 из ${formatNumberWithDots(confirmedBalances.length)} подтвержденных позиций.`);
@@ -3458,7 +3426,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         lines.push("Подтвержденные позиции к оплате");
         if (confirmedBalances.length > 0) {
             lines.push(...confirmedBalances.slice(0, 10).flatMap((item, index) => [
-                `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
+                `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
                 ""
             ]));
             if (lines[lines.length - 1] === "") {
@@ -3506,8 +3474,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
                 : [`Коротко: на ${formatDateRu(receivablesAsOfDate)} подтвержденной дебиторской задолженности не найдено.`];
             if (leading) {
                 compactLines.push(...confirmedBalances.slice(0, 5).map((item, index) => {
-                    const lastPeriod = item.lastPeriod ? `, последнее движение: ${item.lastPeriod}` : "";
-                    return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.${lastPeriod}).`;
+                    return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`;
                 }));
                 if (confirmedBalances.length > 5) {
                     compactLines.push(`Показаны первые 5 из ${formatNumberWithDots(confirmedBalances.length)} подтвержденных позиций.`);
@@ -3526,44 +3493,27 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             };
         }
         const lines = [
-            `Коротко: подтвержденная дебиторская задолженность на ${formatDateRu(receivablesAsOfDate)} — ${formatMoneyRub(totalOutstandingAmount)}.`,
-            "Это подтвержденный срез дебиторской задолженности, а не эвристический shortlist."
+            `Коротко: на ${formatDateRu(receivablesAsOfDate)} нам должны ${formatMoneyRub(totalOutstandingAmount)}.`
         ];
-        lines.push("");
-        lines.push("Что учтено");
-        lines.push(`- Дата среза: ${formatDateRu(receivablesAsOfDate)}.`);
-        if (periodScopeLine) {
-            lines.push(periodScopeLine);
-        }
-        lines.push("- Контур: дебиторская задолженность по счетам 62/76.");
-        if (carryoverLine) {
-            lines.push(carryoverLine);
-        }
-        lines.push("");
-        lines.push("Сводка");
-        lines.push(`- Строк в выборке: ${formatNumberWithDots(rows.length)}.`);
-        lines.push(`- Контрагентов с подтвержденным остатком к получению: ${formatNumberWithDots(confirmedBalances.length)}.`);
-        appendDebtMirrorDisclosure(lines, balanceSnapshot, "receivables");
-        lines.push("");
-        lines.push("Категории дебиторской задолженности");
-        lines.push(`- ${receivablesCategoryLabel("supplier_or_contractor")}: ${formatNumberWithDots(categoryCounts.supplier_or_contractor)}.`);
-        lines.push(`- ${receivablesCategoryLabel("bank_or_credit")}: ${formatNumberWithDots(categoryCounts.bank_or_credit)}.`);
-        lines.push(`- ${receivablesCategoryLabel("tax_or_state")}: ${formatNumberWithDots(categoryCounts.tax_or_state)}.`);
-        lines.push(`- ${receivablesCategoryLabel("other")}: ${formatNumberWithDots(categoryCounts.other)}.`);
-        lines.push("");
-        lines.push("Подтвержденные позиции к получению");
-        if (confirmedBalances.length > 0) {
-            lines.push(...confirmedBalances.slice(0, 10).flatMap((item, index) => [
-                `${index + 1}. ${item.name} | категория: ${receivablesCategoryLabel(item.category)} | остаток к получению: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
-                ""
-            ]));
-            if (lines[lines.length - 1] === "") {
-                lines.pop();
+        if (periodScopeLine || carryoverLine) {
+            lines.push("");
+            lines.push("Граница ответа:");
+            if (periodScopeLine) {
+                lines.push(periodScopeLine);
             }
+            if (carryoverLine) {
+                lines.push(carryoverLine);
+            }
+        }
+        lines.push("");
+        lines.push("К получению:");
+        if (confirmedBalances.length > 0) {
+            lines.push(...confirmedBalances.slice(0, 10).map((item, index) => `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`));
         }
         else {
             lines.push("- Подтвержденной открытой дебиторской задолженности на дату среза не найдено.");
         }
+        appendDebtMirrorDisclosure(lines, balanceSnapshot, "receivables");
         return {
             responseType: confirmedBalances.length > 0 ? "FACTUAL_LIST" : "FACTUAL_SUMMARY",
             text: joinLines(lines),
@@ -3588,7 +3538,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const carryoverLine = asOfDate || periodFrom || periodTo
             ? "- В список могут попадать обязательства, возникшие раньше выбранного периода, если они потенциально оставались открытыми на дату среза."
             : null;
-        const formatHeuristicItem = (item, index) => `${index + 1}. ${item.name} | сумма к проверке: ${formatMoneyRub(item.totalAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}`;
+        const formatHeuristicItem = (item, index) => `${index + 1}. ${item.name} | сумма к проверке: ${formatMoneyRub(item.totalAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}`;
         const pushCategorySlice = (lines, title, items, limit) => {
             if (items.length === 0) {
                 return;
@@ -3685,7 +3635,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
                     `- ${liabilityCategoryLabel("other")}: ${formatNumberWithDots(categoryCounts.other)}`,
                     "",
                     "Блок 5. Крупнейшие подтвержденные позиции к оплате (по сумме остатка):",
-                    ...confirmedBalances.slice(0, 10).map((item, index) => `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток к оплате: ${formatMoneyRub(item.outstandingAmount)} | операций в срезе: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`)
+                    ...confirmedBalances.slice(0, 10).map((item, index) => `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток к оплате: ${formatMoneyRub(item.outstandingAmount)} | операций в срезе: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`)
                 ];
                 appendDebtMirrorDisclosure(lines, balanceSnapshot, "payables");
                 return {
@@ -3931,15 +3881,34 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             .filter((item) => Boolean(item)));
         const counterparty = resolvePreferredCounterpartyDisplayLabel(options.counterpartyHint, rowCounterparties);
         const roleBoundary = bankRoleBoundaryLine(options.userMessage, rows);
-        const visibleRows = rows.slice(0, Math.min(rows.length, 5));
+        const visibleRows = [...rows]
+            .sort((left, right) => Math.abs(right.amount ?? 0) - Math.abs(left.amount ?? 0) ||
+            (String(right.period ?? "").localeCompare(String(left.period ?? ""), "ru")))
+            .slice(0, Math.min(rows.length, 5));
+        const semanticSummary = summarizeBankOperationSemantics(rows);
+        const compactRoleAnswer = /(?:клиент|поставщик|финансов|роль|коротко)/iu.test(String(options.userMessage ?? ""));
+        const compactEvidenceRows = visibleRows.map((row, index) => {
+            const direction = bankOperationDirectionLabel(bankOperationDirection(row));
+            const amount = formatMoneyRub(row.amount ?? 0);
+            const period = row.period ? formatDateRu(row.period) : "дата не указана";
+            const operationKind = String(row.operation_kind ?? "").trim();
+            const paymentPurpose = String(row.payment_purpose ?? "").trim();
+            const detail = operationKind || paymentPurpose
+                ? ` | ${[operationKind, paymentPurpose].filter(Boolean).join("; ")}`
+                : "";
+            return `${index + 1}. ${period} | ${direction} | ${amount}${detail}`;
+        });
         const lines = [
             `Коротко: найдено банковских операций${counterparty ? ` по ${counterparty}` : " по контрагенту"} — ${rows.length}.`,
             summarizeBankOperationDirections(rows),
             roleBoundary ?? "Показываю подтвержденные банковские операции из текущего среза.",
-            bankOperationEvidenceLine(rows, preferredBankEvidenceDirection(options.userMessage)),
-            ...formatTopRows(visibleRows, visibleRows.length)
+            ...(semanticSummary ? [semanticSummary] : [])
         ];
-        if (rows.length > visibleRows.length) {
+        if (!compactRoleAnswer) {
+            lines.push(bankOperationEvidenceLine(rows, preferredBankEvidenceDirection(options.userMessage)), "Примеры строк 1С:", ...compactEvidenceRows);
+        }
+        lines.push("Следующий шаг: могу отдельно разложить назначения платежа, договоры или отделить банковский контур от клиентского/поставщицкого.");
+        if (!compactRoleAnswer && rows.length > visibleRows.length) {
             lines.push(`Показаны первые ${visibleRows.length} из ${rows.length}; полный список остается в подтвержденном срезе.`);
         }
         return {

llm_normalizer/backend/dist/services/address_runtime/counterpartyAnalyticsReplyBuilders.js

@@ -30,6 +30,23 @@ function findFocusedCounterpartyValuePoint(profileRows, counterpartyHint, deps)
     }
     return profileRows.length === 1 ? profileRows[0] : null;
 }
+function hasProfitAmbiguityCue(normalizedQuestion) {
+    return /(?:заработ|прибыл|прибыль|доход|выручк)/iu.test(normalizedQuestion);
+}
+function buildCashflowBoundaryLine(isSupplier) {
+    return isSupplier
+        ? "Граница ответа: это подтвержденный денежный поток по поставщику, а не итоговая задолженность."
+        : "Граница ответа: это подтвержденный денежный поток по поступлениям, а не чистая прибыль.";
+}
+function buildCashflowNextStepLine(isSupplier, normalizedQuestion) {
+    if (isSupplier) {
+        return "Следующий шаг: могу отдельно показать остаток долга, просрочку или расшифровку по документам.";
+    }
+    if (hasProfitAmbiguityCue(normalizedQuestion)) {
+        return "Следующий шаг: могу отдельно проверить чистую прибыль по закрытию 90/91/99.";
+    }
+    return "Следующий шаг: могу разложить поток по месяцам, документам или контрагентам.";
+}
 function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
     if (intent === "counterparty_population_and_roles") {
         const rowsByMarker = groupRowsByMarker(rows);
@@ -396,6 +413,8 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
             /(?:клиент|заказчик|покупател|контрагент|customer|client|counterparty|buyer)/iu.test(normalizedQuestion);
         const semanticSingleBestCounterparty = focus === "top_by_total" && hasSingleBestCounterpartyCue && !asksExplicitRankingList;
         const effectiveLimit = asksSingleBestCounterparty || semanticSingleBestCounterparty ? 1 : limit;
+        const cashflowBoundaryLine = buildCashflowBoundaryLine(isSupplier);
+        const cashflowNextStepLine = buildCashflowNextStepLine(isSupplier, normalizedQuestion);
         const byCounterparty = new Map();
         const byYear = new Map();
         const deals = [];
@@ -490,10 +509,12 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
                 ? `за период ${deps.formatDateRu(options.periodFrom)}..${deps.formatDateRu(options.periodTo)}`
                 : "за доступное время";
             const directAnswerLine = isSupplier
-                ? `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным исходящим операциям. Это денежный поток по поставщику, а не итоговая задолженность.`
-                : `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным входящим операциям. Это денежный поток от клиента, а не чистая прибыль.`;
+                ? `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным исходящим операциям.`
+                : `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным входящим операциям.`;
             const summaryLines = [
                 directAnswerLine,
+                cashflowBoundaryLine,
+                ...(cashflowNextStepLine ? [cashflowNextStepLine] : []),
                 "",
                 "Подтверждение:",
                 `- Контрагент в выборке: ${focusedCounterparty.name}.`,
@@ -511,11 +532,10 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
             const periodLine = options.periodFrom && options.periodTo
                 ? `За период ${deps.formatDateRu(options.periodFrom)}..${deps.formatDateRu(options.periodTo)} подтверждено ${deps.formatMoneyRub(totalFlow)} ${isSupplier ? "исходящих выплат" : "входящих поступлений"}.`
                 : `За все доступное время подтверждено ${deps.formatMoneyRub(totalFlow)} ${isSupplier ? "исходящих выплат" : "входящих поступлений"}.`;
-            const directAnswerLine = isSupplier
-                ? periodLine
-                : `${periodLine} Это денежный поток от клиентов, а не чистая прибыль.`;
             const summaryLines = [
-                directAnswerLine,
+                periodLine,
+                cashflowBoundaryLine,
+                ...(cashflowNextStepLine ? [cashflowNextStepLine] : []),
                 "",
                 "Подтверждение:",
                 `- Операций в выборке: ${totalOperations}.`,
@@ -538,11 +558,17 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
                 const strongestYear = visible[0];
                 const directAnswerLine = isSupplier
                     ? `Самый крупный год по подтвержденным выплатам: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям).`
-                    : `Самый доходный год по подтвержденным поступлениям: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям). Это денежный поток, а не чистая прибыль.`;
+                    : `Самый доходный год по подтвержденным поступлениям: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям).`;
                 const heading = isSupplier
                     ? `Топ-${visible.length} лет по сумме выплат:`
                     : `Топ-${visible.length} лет по сумме поступлений:`;
                 lines.unshift(heading);
+                if (!isSupplier) {
+                    lines.unshift(cashflowBoundaryLine);
+                    if (cashflowNextStepLine) {
+                        lines.unshift(cashflowNextStepLine);
+                    }
+                }
                 lines.unshift(directAnswerLine);
                 lines.push(...visible.map((item, index) => `${index + 1}. ${item.year} | сумма: ${deps.formatMoneyRub(item.total)} | операций: ${item.ops} | контрагентов: ${item.counterparties.size} | максимальная разовая сумма: ${deps.formatMoneyRub(item.maxSingle)}`));
             }
@@ -622,11 +648,17 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
             const directAnswerLine = singleCandidateOnly
                 ? isSupplier
                     ? `В выбранном срезе найден один поставщик: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
-                    : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг; сумма является денежным потоком, а не чистой прибылью.`
+                    : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
                 : isSupplier
                     ? `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
-                    : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это денежный поток, а не чистая прибыль.`;
+                    : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
             lines.unshift(directAnswerLine);
+            if (!isSupplier) {
+                lines.splice(1, 0, cashflowBoundaryLine);
+                if (cashflowNextStepLine) {
+                    lines.splice(2, 0, cashflowNextStepLine);
+                }
+            }
         }
         lines.push(...visible.map((item, index) => {
             const avgCheck = item.ops > 0 ? item.total / item.ops : 0;

llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js

@@ -8,6 +8,7 @@ exports.hasBareInventoryPurchaseDateFollowupCue = hasBareInventoryPurchaseDateFo
 exports.hasInventorySaleFollowupCue = hasInventorySaleFollowupCue;
 exports.hasInventoryPurchaseToSaleChainFollowupCue = hasInventoryPurchaseToSaleChainFollowupCue;
 exports.hasInventoryPurchaseDateVatBridgeCue = hasInventoryPurchaseDateVatBridgeCue;
+exports.hasInventoryMarginRankingFollowupCue = hasInventoryMarginRankingFollowupCue;
 exports.hasAddressFollowupContextSignal = hasAddressFollowupContextSignal;
 exports.runAddressDecomposeStage = runAddressDecomposeStage;
 const addressQueryClassifier_1 = require("../addressQueryClassifier");
@@ -321,6 +322,7 @@ function isInventoryIntent(intent) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -332,6 +334,7 @@ function isInventoryDrilldownFrameIntent(intent) {
     return (intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -340,6 +343,7 @@ function isInventoryLifecycleHistoryIntent(intent) {
     return (intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain");
 }
@@ -625,11 +629,29 @@ function hasInventoryPurchaseDateVatBridgeCue(text) {
     return (/(?:ндс|vat)/iu.test(normalized) &&
         /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(normalized));
 }
+function hasInventoryMarginRankingFollowupCue(text) {
+    const normalized = textWithRepairedVariant(String(text ?? ""))
+        .toLowerCase()
+        .replace(/ё/g, "е");
+    if (!normalized.trim()) {
+        return false;
+    }
+    const wantsFoundRows = /(?:покажи|показать|выведи|дай|раскрой|show|list|покажи|показать|выведи|дай|раскрой)/iu.test(normalized) &&
+        /(?:найденн|строк|реализац|себестоимостн|баз|найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+        /(?:себестоимостн|реализац|марж|прибыл|номенклатур|себестоимостн|реализац|марж|прибыл|номенклат)/iu.test(normalized);
+    const account41Not01 = /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+        /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+        /(?:\bне\b|вместо|а\s+не|not|instead|РЅРµ|вместо|Р°\s+РЅРµ)/iu.test(normalized);
+    return wantsFoundRows || account41Not01;
+}
 function hasAddressFollowupContextSignal(text) {
     const normalized = String(text ?? "").trim();
     if (!normalized) {
         return false;
     }
+    if (hasInventoryMarginRankingFollowupCue(normalized)) {
+        return true;
+    }
     if (/(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(normalized)) {
         return true;
     }
@@ -867,6 +889,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date" ||
@@ -919,6 +942,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
         if ((intent === "inventory_purchase_provenance_for_item" ||
             intent === "inventory_purchase_documents_for_item" ||
             intent === "inventory_sale_trace_for_item" ||
+            intent === "inventory_margin_ranking_for_nomenclature" ||
             intent === "inventory_profitability_for_item" ||
             intent === "inventory_purchase_to_sale_chain" ||
             intent === "inventory_aging_by_purchase_date")) {
@@ -1122,6 +1146,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_supplier_stock_overlap_as_of_date" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date" ||
@@ -1134,6 +1159,8 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
     const currentContractExplicit = toNonEmptyString(merged.contract);
     const currentItemExplicit = toNonEmptyString(merged.item);
     const currentAccountExplicit = toNonEmptyString(merged.account);
+    const currentAccountRefinesMarginDomain = intent === "inventory_margin_ranking_for_nomenclature" &&
+        hasInventoryMarginRankingFollowupCue(userMessage);
     const shouldSuppressGenericPeriodCarryover = (Boolean(currentCounterpartyExplicit) &&
         !isLowQualityCounterpartyAnchor(currentCounterpartyExplicit) &&
         currentCounterpartyExplicit !== previousCounterparty) ||
@@ -1141,7 +1168,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
             !isLowQualityContractAnchor(currentContractExplicit) &&
             currentContractExplicit !== previousContract) ||
         (Boolean(currentItemExplicit) && currentItemExplicit !== previousItem) ||
-        (Boolean(currentAccountExplicit) && currentAccountExplicit !== previousAccount);
+        (Boolean(currentAccountExplicit) && currentAccountExplicit !== previousAccount && !currentAccountRefinesMarginDomain);
     const vatRelativeMonthFollowup = relativeMonthFromFollowupYear &&
         (intent === "vat_payable_confirmed_as_of_date" ||
             intent === "vat_payable_forecast" ||
@@ -1189,6 +1216,19 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
         }
         reasons.push("period_from_followup_context");
     }
+    if (intent === "inventory_margin_ranking_for_nomenclature" &&
+        previousHasPeriod &&
+        hasInventoryMarginRankingFollowupCue(userMessage) &&
+        !hasExplicitPeriodInMessage &&
+        !hasExplicitCurrentDateInMessage) {
+        if (previousPeriodFrom && merged.period_from !== previousPeriodFrom) {
+            merged.period_from = previousPeriodFrom;
+        }
+        if (previousPeriodTo && merged.period_to !== previousPeriodTo) {
+            merged.period_to = previousPeriodTo;
+        }
+        reasons.push("period_from_followup_context");
+    }
     if (!currentHasPeriod &&
         previousHasPeriod &&
         hasFollowupSignal &&
@@ -1251,6 +1291,7 @@ function resolveMissingRequiredFilters(intent, filters) {
         account_balance_snapshot: ["account", "as_of_date"],
         documents_forming_balance: ["account", "as_of_date"],
         inventory_on_hand_as_of_date: ["as_of_date"],
+        inventory_margin_ranking_for_nomenclature: ["period_from", "period_to"],
         inventory_profitability_for_item: ["item"],
         open_contracts_confirmed_as_of_date: ["as_of_date"],
         payables_confirmed_as_of_date: ["as_of_date"],
@@ -1319,6 +1360,22 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
     const hasExplicitInventoryItemReference = /(?:товар|номенклатур|позици|склад|остат|sku|item|product|товар|номенклатур|позици|склад|остат)/iu.test(normalizedMessage) || hasSelectedObjectInlineSnapshotMetadata(normalizedMessage);
     const staleInventoryLineageCanYieldToCounterparty = previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
     const inventoryPurchaseDateVatBridge = inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
+    const marginRankingLineageActive = sourceIntent === "inventory_margin_ranking_for_nomenclature" ||
+        fallbackIntent === "inventory_margin_ranking_for_nomenclature" ||
+        followupContext.root_intent === "inventory_margin_ranking_for_nomenclature";
+    if (marginRankingLineageActive &&
+        hasInventoryMarginRankingFollowupCue(normalizedMessage) &&
+        (detectedIntent.intent === "unknown" ||
+            detectedIntent.intent === "account_balance_snapshot" ||
+            detectedIntent.intent === "documents_forming_balance" ||
+            detectedIntent.intent === "inventory_margin_ranking_for_nomenclature" ||
+            detectedIntent.intent === sourceIntent)) {
+        return {
+            intent: "inventory_margin_ranking_for_nomenclature",
+            confidence: "low",
+            reasons: [...detectedIntent.reasons, "intent_adjusted_to_inventory_margin_ranking_followup_context"]
+        };
+    }
     if (inventoryPurchaseDateVatBridge &&
         (detectedIntent.intent === "unknown" ||
             detectedIntent.intent === sourceIntent ||

llm_normalizer/backend/dist/services/address_runtime/inventoryReplyBuilders.js

@@ -81,21 +81,76 @@ function inventoryProfitabilityPeriodLabel(options, deps) {
     const asOfDate = typeof options.asOfDate === "string" && options.asOfDate.trim().length > 0 ? options.asOfDate : null;
     return asOfDate ? `до ${deps.formatDateRu(asOfDate)}` : "по доступной выборке";
 }
+function asksForInventoryCostBaseRows(userMessage) {
+    const text = String(userMessage ?? "").toLowerCase();
+    if (!/(?:покажи|показать|выведи|вывести|дай|дать|раскрой|раскрыть|строк|строки|строку|баз)/iu.test(text)) {
+        return false;
+    }
+    return /(?:себестоимостн|себестоимост|себестоим|закупочн|закупк|90\.02|\b41\b|баз)/iu.test(text);
+}
+function inventoryRowItemLabel(row, deps) {
+    return deps.summarizeInventoryTraceRows([row]).item;
+}
+function buildInventoryMarginRankingEntries(rows, deps) {
+    const byItem = new Map();
+    for (const row of rows) {
+        const item = inventoryRowItemLabel(row, deps);
+        if (!item) {
+            continue;
+        }
+        const key = item.trim().toLocaleLowerCase("ru");
+        const current = byItem.get(key) ?? { item, saleRows: [], purchaseRows: [] };
+        if (deps.isInventorySaleMovement(row)) {
+            current.saleRows.push(row);
+        }
+        if (deps.isInventoryPurchaseMovement(row)) {
+            current.purchaseRows.push(row);
+        }
+        byItem.set(key, current);
+    }
+    return Array.from(byItem.values())
+        .map((entry) => {
+        const revenue = sumInventoryRowAmount(entry.saleRows);
+        const costProxy = sumInventoryRowAmount(entry.purchaseRows);
+        const spread = revenue - costProxy;
+        return {
+            item: entry.item,
+            revenue,
+            costProxy,
+            spread,
+            marginPct: revenue > 0 ? (spread / revenue) * 100 : null,
+            saleQuantity: sumInventoryRowQuantity(entry.saleRows),
+            purchaseQuantity: sumInventoryRowQuantity(entry.purchaseRows),
+            saleDocuments: entry.saleRows.length,
+            purchaseDocuments: entry.purchaseRows.length
+        };
+    })
+        .filter((entry) => entry.revenue > 0 || entry.costProxy > 0);
+}
+function formatInventoryMarginRankingLine(entry, index, deps) {
+    return `${index + 1}. ${entry.item} — выручка ${deps.formatMoneyRub(entry.revenue)}, себестоимостная база ${deps.formatMoneyRub(entry.costProxy)}, валовая разница ${deps.formatMoneyRub(entry.spread)}, маржа ${formatInventoryPercent(entry.marginPct, deps.formatNumberWithDots)}.`;
+}
 function composeInventoryReply(intent, rows, options, deps) {
     if (intent === "inventory_on_hand_as_of_date") {
         const asOfDate = deps.resolvePayablesAsOfDate(options);
         const positions = deps.buildInventoryOnHandAggregate(rows, asOfDate);
         const uniqueItems = deps.uniqueStrings(positions.map((item) => item.item));
         const uniqueWarehouses = deps.uniqueStrings(positions.map((item) => String(item.warehouse ?? "").trim()).filter((item) => item.length > 0));
-        const totalQuantity = positions.reduce((sum, item) => sum + item.quantity, 0);
         const totalAmount = positions.reduce((sum, item) => sum + item.amount, 0);
         const directAnswerLine = positions.length > 0
-            ? `На ${deps.formatDateRu(asOfDate)} на складе подтверждено ${deps.formatNumberWithDots(positions.length)} позиций с остатком на ${deps.formatMoneyRub(totalAmount)}.`
+            ? `На ${deps.formatDateRu(asOfDate)} на складе подтверждено ${deps.formatNumberWithDots(positions.length)} позиций на ${deps.formatMoneyRub(totalAmount)}.`
             : `На ${deps.formatDateRu(asOfDate)} подтвержденных товарных остатков по счету 41.01 не найдено.`;
         const lines = [directAnswerLine];
         if (positions.length > 0) {
             const visiblePositionsLimit = 6;
-            const visiblePositions = positions.slice(0, visiblePositionsLimit);
+            const positionsByAmount = [...positions].sort((left, right) => {
+                const amountDelta = right.amount - left.amount;
+                if (amountDelta !== 0) {
+                    return amountDelta;
+                }
+                return left.item.localeCompare(right.item, "ru");
+            });
+            const visiblePositions = positionsByAmount.slice(0, visiblePositionsLimit);
             (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Позиции:", visiblePositions.map((item, index) => (0, inventoryReplyPresentation_1.formatInventorySnapshotPositionLine)(item, index, {
                 formatDateRu: deps.formatDateRu,
                 formatNumberWithDots: deps.formatNumberWithDots,
@@ -115,11 +170,14 @@ function composeInventoryReply(intent, rows, options, deps) {
             `Позиции с остатком: ${deps.formatNumberWithDots(positions.length)}.`,
             `Уникальных товаров: ${deps.formatNumberWithDots(uniqueItems.length)}.`,
             `Уникальных складов: ${deps.formatNumberWithDots(uniqueWarehouses.length)}.`,
-            `Суммарное количество: ${deps.formatNumberWithDots(totalQuantity, 3)}.`
+            "Общее количество не свожу в один управленческий показатель, потому что в остатках смешаны разнородные позиции."
         ]);
         if (rows.length !== positions.length) {
             lines.push(`- Проверенных строк движения: ${deps.formatNumberWithDots(rows.length)}.`);
         }
+        if (positions.length > 0) {
+            lines.push("- Следующий шаг: могу раскрыть полный список, разложить остатки по складам или сравнить с другой датой.");
+        }
         return positions.length > 0
             ? (0, replyContracts_1.buildFactualListReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)("strong"))
             : (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)("medium"));
@@ -392,6 +450,91 @@ function composeInventoryReply(intent, rows, options, deps) {
             ? (0, replyContracts_1.buildFactualListReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)(summary.counterparties.length > 0 ? "strong" : "medium", true))
             : (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)("medium", false));
     }
+    if (intent === "inventory_margin_ranking_for_nomenclature") {
+        const entries = buildInventoryMarginRankingEntries(rows, deps);
+        const confirmedEntries = entries.filter((entry) => entry.revenue > 0 && entry.costProxy > 0);
+        const highMargin = [...confirmedEntries]
+            .sort((left, right) => right.spread - left.spread || (right.marginPct ?? -Infinity) - (left.marginPct ?? -Infinity))
+            .slice(0, 5);
+        const lowMargin = [...confirmedEntries]
+            .sort((left, right) => left.spread - right.spread || (left.marginPct ?? Infinity) - (right.marginPct ?? Infinity))
+            .slice(0, 5);
+        const salesWithoutCost = entries.filter((entry) => entry.revenue > 0 && entry.costProxy <= 0);
+        const purchasesWithoutSales = entries.filter((entry) => entry.costProxy > 0 && entry.revenue <= 0);
+        const periodLabel = inventoryProfitabilityPeriodLabel(options, deps);
+        const totalRevenue = entries.reduce((sum, entry) => sum + entry.revenue, 0);
+        const totalCostProxy = entries.reduce((sum, entry) => sum + entry.costProxy, 0);
+        const totalSpread = totalRevenue - totalCostProxy;
+        if (confirmedEntries.length === 0) {
+            const costBaseRowsRequested = asksForInventoryCostBaseRows(options.userMessage);
+            const lines = [
+                costBaseRowsRequested && purchasesWithoutSales.length === 0
+                    ? `За период ${periodLabel} подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено.`
+                    : `За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`
+            ];
+            const findings = [];
+            if (salesWithoutCost.length > 0) {
+                const salesCount = deps.formatNumberWithDots(salesWithoutCost.length);
+                const salesItemPhrase = salesWithoutCost.length === 1 ? "1 номенклатурной позиции" : `${salesCount} номенклатурным позициям`;
+                findings.push(`Есть реализация по ${salesItemPhrase}.`);
+                findings.push(salesWithoutCost.length === 1
+                    ? "Подтвержденной себестоимости реализации по этой позиции не найдено."
+                    : "Подтвержденной себестоимости реализации по этим позициям не найдено.");
+                findings.push("Поэтому валовую прибыль и маржинальность честно посчитать нельзя.");
+            }
+            if (costBaseRowsRequested && purchasesWithoutSales.length === 0) {
+                findings.push("Строк себестоимости реализации / себестоимостной базы для показа нет.");
+            }
+            if (purchasesWithoutSales.length > 0) {
+                const purchaseCount = deps.formatNumberWithDots(purchasesWithoutSales.length);
+                const purchaseItemPhrase = purchasesWithoutSales.length === 1 ? "1 позиции" : `${purchaseCount} позициям`;
+                findings.push(purchasesWithoutSales.length === 1
+                    ? `Есть себестоимостная база по ${purchaseItemPhrase}, но реализации по ней в периоде не найдено.`
+                    : `Есть себестоимостная база по ${purchaseItemPhrase}, но реализации по ним в периоде не найдено.`);
+            }
+            if (entries.length === 0) {
+                findings.push("В доступной выборке нет достаточных строк реализации и себестоимости по номенклатуре.");
+            }
+            (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Что нашлось:", findings);
+            lines.push(`Вывод: за период ${periodLabel} нет достаточной базы для рейтинга «высокая / низкая прибыль» по номенклатуре.`);
+            const nextActions = [];
+            if (salesWithoutCost.length > 0) {
+                nextActions.push("показать найденные реализации за этот период;");
+            }
+            if (purchasesWithoutSales.length > 0) {
+                nextActions.push("показать найденные строки себестоимостной базы за этот период;");
+            }
+            nextActions.push("расширить период до квартала или года;", "попробовать строгий расчет по проводкам 90.01 / 90.02;", "построить управленческий proxy по закупочным документам, если такой способ допустим для вашей проверки.");
+            (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Что можно сделать дальше:", nextActions);
+            (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Граница ответа:", [
+                "Прибыльность номенклатуры считаю только когда есть реализация и подтвержденная себестоимость реализации.",
+                "Это не показатель чистой прибыли и не замена закрытию месяца."
+            ]);
+            return (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)(entries.length > 0 ? "medium" : "weak", false));
+        }
+        const directAnswerLine = confirmedEntries.length > 0
+            ? `За период ${periodLabel} собран рейтинг реализованной номенклатуры по валовой маржинальности: выручка ${deps.formatMoneyRub(totalRevenue)}, себестоимостная база ${deps.formatMoneyRub(totalCostProxy)}, расчетная валовая разница ${deps.formatMoneyRub(totalSpread)}.`
+            : `За период ${periodLabel} не удалось подтвердить рейтинг прибыльности номенклатуры: нужны одновременно строки реализации и закупочного/себестоимостного следа по товарам.`;
+        const lines = [directAnswerLine];
+        if (highMargin.length > 0) {
+            (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Высокая валовая маржинальность:", highMargin.map((entry, index) => formatInventoryMarginRankingLine(entry, index, deps)));
+        }
+        if (lowMargin.length > 0) {
+            (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Низкая или отрицательная валовая маржинальность:", lowMargin.map((entry, index) => formatInventoryMarginRankingLine(entry, index, deps)));
+        }
+        const boundaryLines = [
+            "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не показатель чистой прибыли.",
+            "Для строгого бухгалтерского расчета нужны проводки 90.01 / 90.02 и закрытие себестоимости; этот ответ не подменяет закрытие месяца."
+        ];
+        if (salesWithoutCost.length > 0) {
+            boundaryLines.push(`По ${deps.formatNumberWithDots(salesWithoutCost.length)} позициям есть продажи, но нет подтвержденной себестоимости реализации — их нельзя честно ранжировать по прибыли.`);
+        }
+        if (purchasesWithoutSales.length > 0) {
+            boundaryLines.push(`По ${deps.formatNumberWithDots(purchasesWithoutSales.length)} позициям есть себестоимостная база без реализации в этом периоде.`);
+        }
+        (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Граница ответа:", boundaryLines);
+        return (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)(confirmedEntries.length > 0 ? "strong" : entries.length > 0 ? "medium" : "weak", confirmedEntries.length > 0));
+    }
     if (intent === "inventory_profitability_for_item") {
         const purchaseRows = rows.filter((row) => deps.isInventoryPurchaseMovement(row));
         const saleRows = rows.filter((row) => deps.isInventorySaleMovement(row));

llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js

@@ -14,6 +14,11 @@ function sessionOrganizationName(sessionOrganizationScope, toNonEmptyString) {
     const scope = toRecordObject(sessionOrganizationScope);
     return toNonEmptyString(scope?.selectedOrganization) ?? toNonEmptyString(scope?.activeOrganization);
 }
+function sessionKnownOrganizations(sessionOrganizationScope) {
+    const scope = toRecordObject(sessionOrganizationScope);
+    const knownOrganizations = scope?.knownOrganizations;
+    return Array.isArray(knownOrganizations) ? knownOrganizations : [];
+}
 function predecomposeOrganizationName(predecomposeContract, toNonEmptyString) {
     const entities = toRecordObject(predecomposeContract?.entities);
     return (toNonEmptyString(entities?.organization) ??
@@ -46,6 +51,106 @@ function mergeOrganizationIntoDiscoveryFollowupContext(followupContext, organiza
     }
     return base;
 }
+function compactLower(value) {
+    return String(value ?? "")
+        .toLowerCase()
+        .replace(/\s+/g, " ")
+        .trim();
+}
+function hasCompactCashflowFollowupSignal(text) {
+    const value = compactLower(text);
+    if (!value) {
+        return false;
+    }
+    return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+}
+function dateScopeToFilterWindow(dateScope) {
+    if (!dateScope) {
+        return null;
+    }
+    if (/^(?:19|20)\d{2}$/.test(dateScope)) {
+        return {
+            period_from: `${dateScope}-01-01`,
+            period_to: `${dateScope}-12-31`
+        };
+    }
+    if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(dateScope)) {
+        return { as_of_date: dateScope };
+    }
+    return null;
+}
+function looksLikeReliableOrganizationScope(value) {
+    const text = compactLower(value);
+    if (!text) {
+        return false;
+    }
+    if (/(?:\u0440\u0430\u0437\u0431\u0438\u0432|\u0440\u0430\u0437\u0440\u0435\u0437|\u0432\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043d\u0435\u0442\u0442\u043e|\u0442\u043e\u043f)/iu.test(text)) {
+        return false;
+    }
+    return /(?:^|[\s"'\u00ab])(?:\u043e\u043e\u043e|\u0438\u043f|\u043f\u0430\u043e|\u0430\u043e|\u0437\u0430\u043e)(?:[\s"'\u00bb]|$)|\u043e\u0431\u0449\u0435\u0441\u0442\u0432\p{L}*\s+\u0441\s+\u043e\u0433\u0440\u0430\u043d\u0438\u0447\p{L}*\s+\u043e\u0442\u0432\p{L}*|\b(?:llc|inc|corp)\b/iu.test(text);
+}
+function inferBusinessOverviewDiscoveryContextFromSessionItems(sessionItems, toNonEmptyString) {
+    for (let index = sessionItems.length - 1; index >= 0; index -= 1) {
+        const item = toRecordObject(sessionItems[index]);
+        if (toNonEmptyString(item?.role) !== "assistant") {
+            continue;
+        }
+        const debug = toRecordObject(item?.debug);
+        const entryPoint = toRecordObject(debug?.assistant_mcp_discovery_entry_point_v1);
+        const turnInput = toRecordObject(entryPoint?.turn_input);
+        const dataNeedGraph = toRecordObject(turnInput?.data_need_graph);
+        if (toNonEmptyString(dataNeedGraph?.business_fact_family) !== "business_overview") {
+            continue;
+        }
+        const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+        const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+        if (!filterWindow) {
+            continue;
+        }
+        const previousFilters = { ...filterWindow };
+        const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+        if (looksLikeReliableOrganizationScope(organization)) {
+            previousFilters.organization = organization;
+        }
+        const rankingNeed = toNonEmptyString(dataNeedGraph?.ranking_need);
+        return {
+            previous_discovery_pilot_scope: "business_overview_route_template_v1",
+            previous_filters: previousFilters,
+            root_filters: { ...previousFilters },
+            previous_seeded_ranking_need: rankingNeed,
+            previous_intent: "business_overview",
+            root_intent: "business_overview"
+        };
+    }
+    return null;
+}
+function mergeBusinessOverviewDateContextForCompactCashflow(input) {
+    if (!hasCompactCashflowFollowupSignal(input.userMessage)) {
+        return input.followupContext;
+    }
+    const existingFilters = toRecordObject(input.followupContext?.previous_filters);
+    if (input.toNonEmptyString(existingFilters?.period_from) ||
+        input.toNonEmptyString(existingFilters?.period_to) ||
+        input.toNonEmptyString(existingFilters?.as_of_date)) {
+        return input.followupContext;
+    }
+    const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
+    if (!inferred) {
+        return input.followupContext;
+    }
+    return {
+        ...inferred,
+        ...(input.followupContext ?? {}),
+        previous_filters: {
+            ...(toRecordObject(inferred.previous_filters) ?? {}),
+            ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+        },
+        root_filters: {
+            ...(toRecordObject(inferred.root_filters) ?? {}),
+            ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+        }
+    };
+}
 function hasSelectedObjectInventorySignal(text) {
     return /(?:по\s+выбранному\s+объекту|по\s+выбранной\s+позиции|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ним|selected\s+object)/iu.test(String(text ?? ""));
 }
@@ -61,6 +166,7 @@ function isInventorySelectedObjectOrRootIntent(intent) {
         intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date");
@@ -74,6 +180,15 @@ function isGenericCanonicalDriftIntent(intent) {
         intent === "bank_operations_by_contract" ||
         intent === "documents_forming_balance");
 }
+function hasInventoryMarginRankingAccountCorrectionCue(text) {
+    const value = String(text ?? "").toLowerCase();
+    if (!value.trim()) {
+        return false;
+    }
+    return (/\b41(?:[.,]\d{1,2})?\b/iu.test(value) &&
+        /\b01(?:[.,]\d{1,2})?\b/iu.test(value) &&
+        /(?:\u0430\s+\u043d\u0435|\u043d\u0435|\u0432\u043c\u0435\u0441\u0442\u043e|not|instead)/iu.test(value));
+}
 function hasSameDateFollowupSignal(text) {
     return /(?:эту\s+же\s+дат(?:у|е|ой)|ту\s+же\s+дат(?:у|е|ой)|same\s+date)/iu.test(String(text ?? ""));
 }
@@ -117,6 +232,10 @@ function shouldPreferRawFollowupMessage(userMessage, addressInputMessage, carryo
     const hasInventoryItemCarryover = previousAnchorType === "item" && isInventorySelectedObjectOrRootIntent(previousIntent);
     const hasInventoryFrameCarryover = isInventorySelectedObjectOrRootIntent(previousIntent) ||
         isInventorySelectedObjectOrRootIntent(rootIntent);
+    const hasInventoryMarginRankingCarryover = previousIntent === "inventory_margin_ranking_for_nomenclature" ||
+        rootIntent === "inventory_margin_ranking_for_nomenclature";
+    const hasInventoryMarginRankingAccountCorrection = hasInventoryMarginRankingCarryover &&
+        [rawMessage, canonicalMessage].some((message) => hasInventoryMarginRankingAccountCorrectionCue(message));
     const hasDocumentCarryover = previousIntent === "list_documents_by_counterparty" || previousIntent === "list_documents_by_contract";
     if (mode === "unsupported" && intent === "unknown") {
         return true;
@@ -132,6 +251,10 @@ function shouldPreferRawFollowupMessage(userMessage, addressInputMessage, carryo
         (intent === "account_balance_snapshot" || intent === "documents_forming_balance" || intent === "unknown")) {
         return true;
     }
+    if (hasInventoryMarginRankingAccountCorrection &&
+        (intent === "account_balance_snapshot" || intent === "documents_forming_balance" || intent === "unknown")) {
+        return true;
+    }
     return ((hasSelectedObjectInventorySignal(rawMessage) || hasInventoryItemCarryover) &&
         (hasSelectedObjectInventoryActionCue(rawMessage) || hasShortInventoryPurchaseFollowupCue(rawMessage)) &&
         (isGenericCanonicalDriftIntent(intent) || intent === "unknown"));
@@ -192,9 +315,15 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
     const orchestrationContract = toRecordObject(orchestrationDecision.orchestrationContract);
     const predecomposeContract = toRecordObject(addressPreDecompose.predecomposeContract);
     const explicitPredecomposeOrganization = predecomposeOrganizationName(predecomposeContract, input.toNonEmptyString);
-    const discoveryFollowupContext = mergeOrganizationIntoDiscoveryFollowupContext(followupContext, explicitPredecomposeOrganization
+    const discoveryFollowupContextWithOrganization = mergeOrganizationIntoDiscoveryFollowupContext(followupContext, explicitPredecomposeOrganization
         ? null
         : sessionOrganizationName(input.sessionOrganizationScope ?? null, input.toNonEmptyString));
+    const discoveryFollowupContext = mergeBusinessOverviewDateContextForCompactCashflow({
+        userMessage: input.userMessage,
+        followupContext: discoveryFollowupContextWithOrganization,
+        sessionItems: input.sessionItems,
+        toNonEmptyString: input.toNonEmptyString
+    });
     const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(input.userMessage, addressInputMessage, carryover, addressPreDecompose);
     const runDiscoveryEntryPoint = input.runMcpDiscoveryRuntimeEntryPoint ?? assistantMcpDiscoveryRuntimeEntryPoint_1.runAssistantMcpDiscoveryRuntimeEntryPoint;
     let mcpDiscoveryRuntimeEntryPoint = null;
@@ -205,7 +334,8 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
             effectiveMessage: addressInputMessage,
             assistantTurnMeaning: toRecordObject(orchestrationContract?.assistant_turn_meaning),
             predecomposeContract,
-            followupContext: discoveryFollowupContext
+            followupContext: discoveryFollowupContext,
+            knownOrganizations: sessionKnownOrganizations(input.sessionOrganizationScope ?? null)
         }));
     }
     catch (error) {

llm_normalizer/backend/dist/services/assistantCapabilityBindingResponseGuard.js

@@ -8,6 +8,13 @@ function formatMissingAnchors(anchors) {
     return anchors.join(", ");
 }
 function buildClarificationReply(binding) {
+    if (binding.capability_contract_id === "inventory_inventory_margin_ranking_for_nomenclature") {
+        return [
+            "Для рейтинга прибыльности номенклатуры нужен период.",
+            "Могу посчитать по номенклатуре: выручку без НДС, себестоимость реализации, валовую прибыль и маржинальность.",
+            "Уточните период: месяц, квартал, год или весь доступный период."
+        ].join("\n\n");
+    }
     return [
         "Нужно уточнение, чтобы не подставить неподтвержденный объект в расчет.",
         `Не хватает: ${formatMissingAnchors(binding.missing_anchors)}.`,

llm_normalizer/backend/dist/services/assistantCapabilityRuntimeBindingAdapter.js

@@ -110,6 +110,13 @@ function anchorSatisfied(requiredAnchor, providedAnchors, debug) {
     if (providedAnchors.includes(requiredAnchor)) {
         return true;
     }
+    if (requiredAnchor === "period") {
+        return ((hasValue(filters?.period_from) && hasValue(filters?.period_to)) ||
+            hasValue(filters?.as_of_date) ||
+            providedAnchors.includes("period_from") ||
+            providedAnchors.includes("period_to") ||
+            providedAnchors.includes("as_of_date"));
+    }
     if (requiredAnchor === "item") {
         return (providedAnchors.includes("selected_object") ||
             providedAnchors.includes("anchor_item") ||

llm_normalizer/backend/dist/services/assistantEvidencePlanner.js

@@ -0,0 +1,181 @@
+"use strict";
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION = void 0;
+exports.buildAssistantEvidencePlanner = buildAssistantEvidencePlanner;
+exports.ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION = "assistant_evidence_planner_v1";
+function toNonEmptyString(value) {
+    if (value === null || value === undefined) {
+        return null;
+    }
+    const text = String(value).trim();
+    return text.length > 0 ? text : null;
+}
+function normalizeReasonCode(value) {
+    const normalized = value
+        .trim()
+        .replace(/[^\p{L}\p{N}_.:-]+/gu, "_")
+        .replace(/^_+|_+$/g, "")
+        .toLowerCase();
+    return normalized.length > 0 ? normalized.slice(0, 120) : null;
+}
+function pushReason(target, value) {
+    const normalized = normalizeReasonCode(value);
+    if (normalized && !target.includes(normalized)) {
+        target.push(normalized);
+    }
+}
+function uniqueStrings(values) {
+    const result = [];
+    for (const value of values) {
+        const text = toNonEmptyString(value);
+        if (text && !result.includes(text)) {
+            result.push(text);
+        }
+    }
+    return result;
+}
+function providedAxesFromMeaning(meaning) {
+    const result = [];
+    if ((meaning?.explicit_entity_candidates?.length ?? 0) > 0) {
+        result.push("counterparty");
+        result.push("business_entity");
+    }
+    if (toNonEmptyString(meaning?.explicit_organization_scope)) {
+        result.push("organization");
+    }
+    if (toNonEmptyString(meaning?.explicit_date_scope)) {
+        result.push("period");
+    }
+    if (toNonEmptyString(meaning?.asked_aggregation_axis)) {
+        result.push("aggregate_axis");
+    }
+    if (toNonEmptyString(meaning?.metadata_scope_hint)) {
+        result.push("metadata_scope");
+    }
+    return uniqueStrings(result);
+}
+function missingAxes(requiredAxes, providedAxes) {
+    return requiredAxes.filter((axis) => !providedAxes.includes(axis));
+}
+const USER_ACTIONABLE_AXIS_SET = new Set([
+    "counterparty",
+    "business_entity",
+    "organization",
+    "period",
+    "as_of_date",
+    "item",
+    "supplier",
+    "buyer",
+    "warehouse",
+    "document",
+    "contract",
+    "metadata_scope",
+    "lane_family_choice"
+]);
+function userActionableMissingAxes(axes) {
+    return axes.filter((axis) => USER_ACTIONABLE_AXIS_SET.has(axis));
+}
+function coverageExpectationFor(graph) {
+    if (graph?.proof_expectation === "bounded_inference") {
+        return "bounded_inference";
+    }
+    if (graph?.proof_expectation === "clarification_required") {
+        return "clarification";
+    }
+    return "confirmed_coverage";
+}
+function answerModeFor(input) {
+    if (input.plannerStatus === "needs_clarification") {
+        return "clarification_required";
+    }
+    if (input.plannerStatus === "blocked") {
+        return "checked_sources_only";
+    }
+    if (input.coverageExpectation === "bounded_inference") {
+        return "bounded_business_inference";
+    }
+    if (input.coverageExpectation === "clarification") {
+        return "clarification_required";
+    }
+    return "confirmed_business_answer";
+}
+function requiredUserLayersFor(answerMode) {
+    if (answerMode === "clarification_required") {
+        return ["clarifying_question", "why_needed", "available_calculation"];
+    }
+    if (answerMode === "bounded_business_inference") {
+        return ["business_conclusion", "key_figures", "evidence_boundary", "next_step"];
+    }
+    if (answerMode === "checked_sources_only") {
+        return ["checked_sources_boundary", "unknowns", "next_probe"];
+    }
+    return ["direct_business_answer", "key_figures", "evidence_boundary", "next_step"];
+}
+function buildAssistantEvidencePlanner(input) {
+    const graph = input.dataNeedGraph ?? null;
+    const plan = input.discoveryPlan;
+    const turnMeaning = plan.turn_meaning_ref;
+    const requiredAxes = uniqueStrings(plan.required_axes);
+    const providedAxes = providedAxesFromMeaning(turnMeaning);
+    const graphClarificationGaps = uniqueStrings(graph?.clarification_gaps ?? []);
+    const additionalAxisGaps = uniqueStrings(input.additionalMissingAxes ?? []).filter((axis) => !providedAxes.includes(axis) && (requiredAxes.includes(axis) || USER_ACTIONABLE_AXIS_SET.has(axis)));
+    const axisGaps = uniqueStrings([...additionalAxisGaps, ...missingAxes(requiredAxes, providedAxes)]);
+    const actionableAxisGaps = userActionableMissingAxes(axisGaps);
+    const clarificationGaps = uniqueStrings([...graphClarificationGaps, ...axisGaps]);
+    const coverageExpectation = coverageExpectationFor(graph);
+    const answerMode = answerModeFor({
+        plannerStatus: input.plannerStatus,
+        coverageExpectation
+    });
+    const reasonCodes = uniqueStrings(plan.reason_codes);
+    pushReason(reasonCodes, "evidence_planner_contract_built");
+    if (graph) {
+        pushReason(reasonCodes, "evidence_planner_consumed_data_need_graph");
+    }
+    if (clarificationGaps.length > 0) {
+        pushReason(reasonCodes, "evidence_planner_has_missing_axes_or_gaps");
+    }
+    return {
+        schema_version: exports.ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION,
+        policy_owner: "assistantEvidencePlanner",
+        planner_status: input.plannerStatus,
+        semantic_data_need: toNonEmptyString(input.semanticDataNeed),
+        selected_chain_id: input.selectedChainId,
+        data_need: {
+            business_fact_family: graph?.business_fact_family ?? null,
+            action_family: graph?.action_family ?? null,
+            aggregation_need: graph?.aggregation_need ?? null,
+            comparison_need: graph?.comparison_need ?? null,
+            ranking_need: graph?.ranking_need ?? null,
+            time_scope_need: graph?.time_scope_need ?? null,
+            proof_expectation: graph?.proof_expectation ?? null,
+            subject_candidates: uniqueStrings(graph?.subject_candidates ?? [])
+        },
+        evidence_axes: {
+            required_axes: requiredAxes,
+            provided_axes: providedAxes,
+            missing_axes: axisGaps,
+            user_actionable_missing_axes: actionableAxisGaps,
+            clarification_gaps: clarificationGaps
+        },
+        primitive_plan: {
+            selected_chain_id: input.selectedChainId,
+            allowed_primitives: plan.allowed_primitives,
+            rejected_primitives: plan.rejected_primitives,
+            execution_budget: plan.execution_budget
+        },
+        coverage_gate: {
+            requires_evidence_gate: true,
+            expected_coverage: coverageExpectation,
+            answer_permission_if_satisfied: answerMode,
+            answer_may_use_raw_model_claims: false
+        },
+        answer_contract: {
+            answer_mode: answerMode,
+            required_user_layers: requiredUserLayersFor(answerMode),
+            forbidden_overclaim_flags: uniqueStrings(graph?.forbidden_overclaim_flags ?? []),
+            must_keep_internal_mechanics_hidden: true
+        },
+        reason_codes: reasonCodes
+    };
+}

llm_normalizer/backend/dist/services/assistantMcpDiscoveryAnswerAdapter.js

@@ -1212,22 +1212,16 @@ function derivedValueFlowConfirmedLine(pilot) {
     const organization = organizationScope ? ` по организации ${organizationScope}` : "";
     const counterparty = flow.counterparty ? ` по контрагенту ${flow.counterparty}` : "";
     const period = flow.period_scope ? ` за период ${flow.period_scope}` : " в проверенном окне";
-    const movementLabel = flow.value_flow_direction === "outgoing_supplier_payout"
-        ? "исходящих платежей/списаний"
-        : "входящих денежных поступлений";
     const totalLabel = flow.value_flow_direction === "outgoing_supplier_payout"
-        ? "сумма исходящих платежей/списаний составляет"
-        : "сумма входящих денежных поступлений составляет";
+        ? "исходящие платежи/списания"
+        : "входящие денежные поступления";
     const caveat = flow.value_flow_direction === "outgoing_supplier_payout"
-        ? "Это расчет по найденным строкам 1С, а не подтверждение полного объема платежей вне проверенного окна."
-        : "Это расчет по найденным строкам 1С, а не подтверждение полного объема поступлений вне проверенного окна.";
-    const dates = flow.first_movement_date && flow.latest_movement_date
-        ? ` Первая найденная дата движения: ${flow.first_movement_date}; последняя: ${flow.latest_movement_date}.`
-        : "";
+        ? "Граница: это проверенный денежный срез по найденным списаниям в 1С, не внешний аудит всех платежей вне этого окна."
+        : "Граница: это проверенный денежный срез по найденным поступлениям в 1С, не внешний аудит всех поступлений вне этого окна.";
     const limitCaveat = flow.coverage_limited_by_probe_limit
-        ? " Лимит строк проверки достигнут; полный запрошенный период может быть покрыт не полностью."
+        ? " Проверка уперлась в лимит строк, поэтому полный период может быть покрыт не полностью."
         : "";
-    return `По найденным строкам ${movementLabel} в 1С${counterparty}${period} ${totalLabel} ${flow.total_amount_human_ru} Учтено строк с суммой: ${flow.rows_with_amount} из ${flow.rows_matched}.${dates}${limitCaveat} ${caveat}`;
+    return `${totalLabel}${counterparty || organization}${period}: ${flow.total_amount_human_ru}.${limitCaveat} ${caveat}`;
 }
 function derivedValueFlowMonthlyLines(pilot) {
     const flow = pilot.derived_value_flow;
@@ -1831,7 +1825,7 @@ function buildAssistantMcpDiscoveryAnswerDraft(pilot) {
         : pilot.derived_ranked_value_flow && derivedValueLine
             ? [derivedValueLine]
             : derivedValueLine
-                ? [...pilot.evidence.confirmed_facts, derivedValueLine, ...monthlyConfirmedLines]
+                ? [derivedValueLine, ...monthlyConfirmedLines]
                 : valueFlowZeroResultConfirmedLine(pilot)
                     ? [valueFlowZeroResultConfirmedLine(pilot)]
                     : derivedEntityResolutionLine

llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js

@@ -115,6 +115,12 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input) {
         return true;
     }
     const text = input.rawUtterance;
+    if (/(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(text)) {
+        return true;
+    }
+    if (/(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)) {
+        return true;
+    }
     return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|how\s+much)[\s\S]{0,120}(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447|\u0434\u0435\u043d\p{L}*|\u043f\u043e\u043b\u0443\u0447|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*)|(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447)[\s\S]{0,120}(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0432\u0441\u0435\u0433\u043e|\u0432\u043e\u043e\u0431\u0449\u0435|(?:19|20)\d{2}|all\s+time)|(?:\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|which|what)[\s\S]{0,80}(?:\u0441\u0430\u043c\p{L}*|top|best|most)[\s\S]{0,80}(?:\u0434\u043e\u0445\u043e\u0434\u043d|\u0432\u044b\u0440\u0443\u0447|\u043e\u0431\u043e\u0440\u043e\u0442|revenue|turnover)[\s\S]{0,40}(?:\u0433\u043e\u0434|year)/iu.test(text);
 }
 function timeScopeNeedFor(input) {
@@ -193,6 +199,12 @@ function rankingNeedFromRawUtterance(value) {
     if (!text) {
         return null;
     }
+    if (/\u0438\u0441\u043a\u043b\u044e\u0447[\p{L}\p{N}_]*\s+\u0442\u043e\u043f/iu.test(text)) {
+        return null;
+    }
+    if (/(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u043d\u0435\s+\u0442\u043e\u043f\b|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430\b|без\s+топ(?:ов|а)?\b|не\s+топ\b|исключ\S*\s+топ|без\s+рейтинга\b)/iu.test(text)) {
+        return null;
+    }
     if (/(?:\u0442\u043e\u043f[-\s]?\d*|\u0441\u0430\u043c(?:\u044b\u0439|\u0430\u044f|\u043e\u0435|\u044b\u0435)|\u0431\u043e\u043b\u044c\u0448\u0435\s+\u0432\u0441\u0435\u0433\u043e|\u043d\u0430\u0438\u0431\u043e\u043b[\u0435\u0451]\u0435|\u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d|\u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c|\u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448|\u043b\u0443\u0447\u0448\u0438\u0439)/iu.test(text)) {
         return "top_desc";
     }
@@ -219,6 +231,13 @@ function rankingNeedFromRawUtterance(value) {
     }
     return null;
 }
+function suppressRankingNeedFromRawUtterance(value) {
+    const text = lower(value);
+    if (!text) {
+        return false;
+    }
+    return /(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u043d\u0435\s+\u0442\u043e\u043f\b|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440\b|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430\b|без\s+топ(?:ов|а)?\b|не\s+топ\b|не\s+обзор\b|просто\s+ден\p{L}+|исключ\S*\s+топ|без\s+рейтинга\b)/iu.test(text);
+}
 function proofExpectationFor(input) {
     if (input.clarificationGaps.length > 0) {
         return "clarification_required";
@@ -377,6 +396,7 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
     const action = lower(turnMeaning?.asked_action_family);
     const unsupported = lower(turnMeaning?.unsupported_but_understood_family);
     const rawUtterance = lower(input.rawUtterance);
+    const rawQuestionSignal = lower([input.rawUtterance, turnMeaning?.raw_message, turnMeaning?.effective_message].join(" "));
     const aggregationAxis = lower(turnMeaning?.asked_aggregation_axis);
     const seededRankingNeed = toNonEmptyString(turnMeaning?.seeded_ranking_need);
     const explicitDateScope = toNonEmptyString(turnMeaning?.explicit_date_scope);
@@ -394,15 +414,18 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
     });
     const aggregationNeed = aggregationNeedFor(aggregationAxis);
     const comparisonNeed = comparisonNeedFor(action);
-    const rankingNeed = rankingNeedFromRawUtterance(rawUtterance) ?? seededRankingNeed;
     const allTimeScopeHint = hasAllTimeScopeHint(rawUtterance);
     const subjectScopedBidirectionalAllTime = businessFactFamily === "value_flow" &&
         comparisonNeed === "incoming_vs_outgoing" &&
         subjectCandidates.length > 0 &&
         !explicitDateScope;
+    const suppressRankingNeed = suppressRankingNeedFromRawUtterance(rawQuestionSignal) ||
+        /(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?|\u043d\u0435\s+\u0442\u043e\u043f|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430)/iu.test(rawQuestionSignal);
+    const rawRankingNeed = rankingNeedFromRawUtterance(rawQuestionSignal);
+    const rankingNeed = suppressRankingNeed ? null : rawRankingNeed ?? seededRankingNeed;
     const directBusinessOverviewMoneyAnswerHint = hasBusinessOverviewDirectMoneyAnswerHint({
         family: businessFactFamily,
-        rawUtterance,
+        rawUtterance: rawQuestionSignal,
         rankingNeed
     });
     const oneSidedOpenScopeTotalHint = hasOpenScopeOneSidedValueTotalHintUtf8Safe(rawUtterance, action);

llm_normalizer/backend/dist/services/assistantMcpDiscoveryDebugAttachment.js

@@ -38,6 +38,15 @@ function isRouteCandidateContract(value) {
     return (record?.schema_version === "assistant_mcp_route_candidate_v1" &&
         record?.policy_owner === "assistantMcpDiscoveryRuntimeBridge");
 }
+function isEvidencePlannerContract(value) {
+    const record = toRecordObject(value);
+    return record?.schema_version === "assistant_evidence_planner_v1" && record?.policy_owner === "assistantEvidencePlanner";
+}
+function isExecutionHandoffContract(value) {
+    const record = toRecordObject(value);
+    return (record?.schema_version === "assistant_mcp_discovery_execution_handoff_v1" &&
+        record?.policy_owner === "assistantMcpDiscoveryExecutionHandoff");
+}
 function resolveEntryPoint(input) {
     if (isMcpDiscoveryEntryPointContract(input.entryPoint)) {
         return input.entryPoint;
@@ -51,16 +60,29 @@ function buildAssistantMcpDiscoveryDebugAttachmentFields(input) {
     const entryPoint = resolveEntryPoint(input);
     const bridge = toRecordObject(entryPoint?.bridge);
     const planner = toRecordObject(bridge?.planner);
+    const evidencePlan = isEvidencePlannerContract(planner?.evidence_plan) ? planner.evidence_plan : null;
+    const evidencePlanAxes = toRecordObject(evidencePlan?.evidence_axes);
+    const evidencePlanCoverageGate = toRecordObject(evidencePlan?.coverage_gate);
+    const evidencePlanAnswerContract = toRecordObject(evidencePlan?.answer_contract);
     const chainAlignment = toRecordObject(planner?.catalog_chain_template_alignment);
     const routeCandidate = isRouteCandidateContract(bridge?.route_candidate) ? bridge.route_candidate : null;
+    const executionHandoff = isExecutionHandoffContract(bridge?.execution_handoff) ? bridge.execution_handoff : null;
     const answerDraft = toRecordObject(bridge?.answer_draft);
+    const hotRuntimeWired = entryPoint?.hot_runtime_wired === true ||
+        bridge?.hot_runtime_wired === true ||
+        executionHandoff?.can_use_guarded_response === true;
     return {
         assistant_mcp_discovery_entry_point_v1: entryPoint,
         mcp_discovery_entry_status: toNonEmptyString(entryPoint?.entry_status),
         mcp_discovery_attempted: Boolean(entryPoint?.discovery_attempted),
-        mcp_discovery_hot_runtime_wired: false,
+        mcp_discovery_hot_runtime_wired: hotRuntimeWired,
         mcp_discovery_bridge_status: toNonEmptyString(bridge?.bridge_status),
         mcp_discovery_selected_chain_id: toNonEmptyString(planner?.selected_chain_id),
+        mcp_discovery_evidence_plan_v1: evidencePlan,
+        mcp_discovery_evidence_plan_status: toNonEmptyString(evidencePlan?.planner_status),
+        mcp_discovery_evidence_plan_answer_mode: toNonEmptyString(evidencePlanAnswerContract?.answer_mode),
+        mcp_discovery_evidence_plan_missing_axes: toStringArray(evidencePlanAxes?.missing_axes),
+        mcp_discovery_evidence_plan_expected_coverage: toNonEmptyString(evidencePlanCoverageGate?.expected_coverage),
         mcp_discovery_catalog_chain_template_matches: toStringArray(planner?.catalog_chain_template_matches),
         mcp_discovery_catalog_chain_alignment_status: toNonEmptyString(chainAlignment?.alignment_status),
         mcp_discovery_catalog_chain_top_match: toNonEmptyString(chainAlignment?.top_chain_template_match),
@@ -70,11 +92,18 @@ function buildAssistantMcpDiscoveryDebugAttachmentFields(input) {
         mcp_discovery_route_candidate_fact_family: toNonEmptyString(routeCandidate?.business_fact_family),
         mcp_discovery_route_candidate_action_family: toNonEmptyString(routeCandidate?.action_family),
         mcp_discovery_route_candidate_proof_expectation: toNonEmptyString(routeCandidate?.proof_expectation),
+        mcp_discovery_route_candidate_evidence_plan_status: toNonEmptyString(routeCandidate?.evidence_plan_status),
+        mcp_discovery_route_candidate_evidence_answer_mode: toNonEmptyString(routeCandidate?.evidence_answer_mode),
+        mcp_discovery_route_candidate_evidence_expected_coverage: toNonEmptyString(routeCandidate?.evidence_expected_coverage),
         mcp_discovery_route_candidate_missing_axes: toStringArray(routeCandidate?.missing_axes),
         mcp_discovery_route_candidate_provided_axes: toStringArray(routeCandidate?.provided_axes),
         mcp_discovery_route_candidate_executable_now: routeCandidate?.executable_now === true,
         mcp_discovery_route_candidate_enablement_reason: toNonEmptyString(routeCandidate?.enablement_reason),
         mcp_discovery_route_candidate_next_action: toNonEmptyString(routeCandidate?.recommended_next_action),
+        mcp_discovery_execution_handoff_v1: executionHandoff,
+        mcp_discovery_execution_handoff_status: toNonEmptyString(executionHandoff?.handoff_status),
+        mcp_discovery_execution_handoff_allowed_hot_chain: executionHandoff?.allowed_hot_chain === true,
+        mcp_discovery_execution_handoff_can_use_guarded_response: executionHandoff?.can_use_guarded_response === true,
         mcp_discovery_answer_mode: toNonEmptyString(answerDraft?.answer_mode),
         mcp_discovery_business_fact_answer_allowed: bridge?.business_fact_answer_allowed === true,
         mcp_discovery_user_facing_response_allowed: bridge?.user_facing_response_allowed === true,

llm_normalizer/backend/dist/services/assistantMcpDiscoveryExecutionHandoff.js

@@ -0,0 +1,83 @@
+"use strict";
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION = void 0;
+exports.buildAssistantMcpDiscoveryExecutionHandoff = buildAssistantMcpDiscoveryExecutionHandoff;
+exports.ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION = "assistant_mcp_discovery_execution_handoff_v1";
+const HOT_HANDOFF_CHAIN_ALLOWLIST = ["value_flow"];
+function uniqueStrings(values) {
+    const result = [];
+    for (const value of values) {
+        const text = String(value ?? "").trim();
+        if (text && !result.includes(text)) {
+            result.push(text);
+        }
+    }
+    return result;
+}
+function handoffStatusFor(input, allowedHotChain) {
+    if (input.bridgeStatus === "needs_clarification" || input.routeCandidate.candidate_status === "needs_user_scope") {
+        return "awaiting_user_scope";
+    }
+    if (input.bridgeStatus === "checked_sources_only") {
+        return "checked_sources_only";
+    }
+    if (input.bridgeStatus === "blocked" ||
+        input.bridgeStatus === "unsupported" ||
+        input.routeCandidate.candidate_status === "blocked" ||
+        input.routeCandidate.candidate_status === "needs_route_enablement") {
+        return "blocked";
+    }
+    if (!allowedHotChain) {
+        return "not_enabled_for_chain";
+    }
+    return "ready_for_guarded_response";
+}
+function buildAssistantMcpDiscoveryExecutionHandoff(input) {
+    const allowedHotChain = HOT_HANDOFF_CHAIN_ALLOWLIST.includes(input.routeCandidate.selected_chain_id);
+    const baseStatus = handoffStatusFor(input, allowedHotChain);
+    const readinessChecksPassed = baseStatus === "ready_for_guarded_response" &&
+        input.bridgeStatus === "answer_draft_ready" &&
+        input.routeCandidate.candidate_status === "ready_for_reviewed_execution" &&
+        input.routeCandidate.executable_now === true &&
+        input.pilot.pilot_status === "executed" &&
+        input.pilot.mcp_execution_performed === true &&
+        input.businessFactAnswerAllowed === true &&
+        input.userFacingResponseAllowed === true &&
+        input.answerDraft.internal_mechanics_allowed === false;
+    const handoffStatus = readinessChecksPassed ? "ready_for_guarded_response" : baseStatus;
+    const reasonCodes = uniqueStrings([
+        `execution_handoff_status_${handoffStatus}`,
+        allowedHotChain ? "execution_handoff_chain_allowlisted" : "execution_handoff_chain_not_allowlisted",
+        input.routeCandidate.executable_now
+            ? "execution_handoff_route_candidate_executable"
+            : "execution_handoff_route_candidate_not_executable",
+        input.pilot.mcp_execution_performed
+            ? "execution_handoff_mcp_execution_performed"
+            : "execution_handoff_mcp_execution_not_performed",
+        input.businessFactAnswerAllowed
+            ? "execution_handoff_business_fact_allowed"
+            : "execution_handoff_business_fact_not_allowed",
+        input.userFacingResponseAllowed
+            ? "execution_handoff_user_facing_allowed"
+            : "execution_handoff_user_facing_not_allowed",
+        readinessChecksPassed
+            ? "execution_handoff_guarded_response_ready"
+            : "execution_handoff_guarded_response_not_ready"
+    ]);
+    return {
+        schema_version: exports.ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION,
+        policy_owner: "assistantMcpDiscoveryExecutionHandoff",
+        handoff_status: handoffStatus,
+        selected_chain_id: input.routeCandidate.selected_chain_id,
+        route_candidate_status: input.routeCandidate.candidate_status,
+        evidence_answer_mode: input.routeCandidate.evidence_answer_mode,
+        evidence_expected_coverage: input.routeCandidate.evidence_expected_coverage,
+        pilot_status: input.pilot.pilot_status,
+        answer_mode: input.answerDraft.answer_mode,
+        mcp_execution_performed: input.pilot.mcp_execution_performed,
+        allowed_hot_chain: allowedHotChain,
+        can_use_guarded_response: readinessChecksPassed,
+        must_keep_internal_mechanics_hidden: true,
+        reason_codes: reasonCodes
+    };
+}

llm_normalizer/backend/dist/services/assistantMcpDiscoveryPilotExecutor.js

@@ -77,15 +77,54 @@ function aggregationAxisForPlanner(planner) {
     const axis = toNonEmptyString(planner.discovery_plan.turn_meaning_ref?.asked_aggregation_axis)?.toLowerCase();
     return axis === "month" ? "month" : null;
 }
+function cleanExplicitEntityCandidate(value) {
+    let text = value.replace(/\s+/g, " ").trim();
+    if (!text) {
+        return null;
+    }
+    text = text
+        .replace(/^(?:по\s+)?(?:деньгам|деньги|денежн(?:ый|ые|ого|ому|ым|ом)?\s+поток(?:у|ом|а|и)?|нетто|расчет(?:ам|ы)?|получили|получено|заплатили|уплачено|сколько)\s+(?:с|по)\s+/iu, "")
+        .replace(/^(?:по\s+)?(?:контрагент(?:у|ом)?|поставщик(?:у|ом)?|клиент(?:у|ом)?)\s+/iu, "")
+        .replace(/\s+за\s+\d{4}(?:\s+год)?$/iu, "")
+        .trim();
+    return text || null;
+}
+function scoreExplicitEntityCandidate(raw, cleaned, index) {
+    let score = 100 - index;
+    if (raw.trim() === cleaned) {
+        score += 20;
+    }
+    if (/^(?:по\s+)?(?:деньгам|деньги|денежн(?:ый|ые|ого|ому|ым|ом)?\s+поток(?:у|ом|а|и)?|нетто|расчет(?:ам|ы)?|получили|получено|заплатили|уплачено|сколько)\s+(?:с|по)\s+/iu.test(raw)) {
+        score -= 40;
+    }
+    if (/[А-ЯЁA-Z]/u.test(cleaned)) {
+        score += 8;
+    }
+    if (/(?:^|\s)(?:ООО|АО|ПАО|ИП|Группа|Комитет|Департамент)(?:\s|$)/u.test(cleaned)) {
+        score += 6;
+    }
+    score -= Math.max(0, cleaned.length - 60);
+    return score;
+}
 function firstEntityCandidate(planner) {
     const candidates = planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
-    for (const candidate of candidates) {
-        const text = toNonEmptyString(candidate);
-        if (text) {
-            return text;
+    let best = null;
+    for (let index = 0; index < candidates.length; index += 1) {
+        const candidate = candidates[index];
+        const raw = toNonEmptyString(candidate);
+        if (!raw) {
+            continue;
+        }
+        const cleaned = cleanExplicitEntityCandidate(raw);
+        if (!cleaned) {
+            continue;
+        }
+        const score = scoreExplicitEntityCandidate(raw, cleaned, index);
+        if (!best || score > best.score) {
+            best = { text: cleaned, score };
         }
     }
-    return null;
+    return best?.text ?? null;
 }
 function dateScopeToFilters(dateScope) {
     if (!dateScope) {

llm_normalizer/backend/dist/services/assistantMcpDiscoveryPlanner.js

@@ -4,6 +4,7 @@ exports.ASSISTANT_MCP_DISCOVERY_PLANNER_SCHEMA_VERSION = void 0;
 exports.planAssistantMcpDiscovery = planAssistantMcpDiscovery;
 const assistantMcpDiscoveryPolicy_1 = require("./assistantMcpDiscoveryPolicy");
 const assistantMcpCatalogIndex_1 = require("./assistantMcpCatalogIndex");
+const assistantEvidencePlanner_1 = require("./assistantEvidencePlanner");
 exports.ASSISTANT_MCP_DISCOVERY_PLANNER_SCHEMA_VERSION = "assistant_mcp_discovery_planner_v1";
 const CHUNKED_COVERAGE_PROBE_BUDGET = 30;
 function toNonEmptyString(value) {
@@ -41,6 +42,16 @@ function pushAllUnique(target, values) {
         pushUnique(target, value);
     }
 }
+function uniqueStringList(values) {
+    const result = [];
+    for (const value of values) {
+        const text = toNonEmptyString(value);
+        if (text) {
+            pushUnique(result, text);
+        }
+    }
+    return result;
+}
 function pushCatalogChainTemplateAlignmentReasons(target, alignment) {
     if (alignment.alignment_status === "selected_matches_top") {
         pushReason(target, "planner_catalog_chain_template_alignment_evaluated");
@@ -1077,6 +1088,55 @@ function statusFrom(plan, review) {
     }
     return "ready_for_execution";
 }
+function providedAxesFromPlanTurnMeaning(plan) {
+    const result = [];
+    const meaning = plan.turn_meaning_ref;
+    if ((meaning?.explicit_entity_candidates?.length ?? 0) > 0) {
+        pushUnique(result, "counterparty");
+        pushUnique(result, "business_entity");
+    }
+    if (toNonEmptyString(meaning?.explicit_organization_scope)) {
+        pushUnique(result, "organization");
+    }
+    if (toNonEmptyString(meaning?.explicit_date_scope)) {
+        pushUnique(result, "period");
+    }
+    if (toNonEmptyString(meaning?.asked_aggregation_axis)) {
+        pushUnique(result, "aggregate_axis");
+    }
+    if (toNonEmptyString(meaning?.metadata_scope_hint)) {
+        pushUnique(result, "metadata_scope");
+    }
+    return result;
+}
+function preferredClarificationAxesForRecipe(input) {
+    if (input.recipe.chainId === "value_flow_ranking" ||
+        input.recipe.chainId === "value_flow_comparison" ||
+        input.recipe.chainId === "business_overview") {
+        return ["organization"];
+    }
+    if (input.dataNeedGraph?.business_fact_family === "value_flow" && !hasSubjectCandidates(input.dataNeedGraph)) {
+        return ["organization"];
+    }
+    return [];
+}
+function missingAxesFromCatalogReview(review, input) {
+    const result = [];
+    for (const options of Object.values(review.missing_axes_by_primitive)) {
+        const candidates = options
+            .map((option) => uniqueStringList(option).filter((axis) => !input.providedAxes.includes(axis)))
+            .filter((option) => option.length > 0);
+        const preferredCandidate = candidates.find((option) => option.some((axis) => input.preferredAxes.includes(axis)));
+        const candidate = preferredCandidate ?? candidates.sort((left, right) => left.length - right.length)[0];
+        if (!candidate) {
+            continue;
+        }
+        for (const axis of candidate) {
+            pushUnique(result, axis);
+        }
+    }
+    return result;
+}
 function planAssistantMcpDiscovery(input) {
     const recipe = recipeFor(input);
     const budgetOverride = budgetOverrideFor(input, recipe);
@@ -1139,6 +1199,17 @@ function planAssistantMcpDiscovery(input) {
     else {
         pushReason(reasonCodes, "planner_needs_more_user_or_scope_context");
     }
+    const evidencePlan = (0, assistantEvidencePlanner_1.buildAssistantEvidencePlanner)({
+        selectedChainId: recipe.chainId,
+        plannerStatus,
+        semanticDataNeed,
+        dataNeedGraph,
+        discoveryPlan: plan,
+        additionalMissingAxes: missingAxesFromCatalogReview(adjustedReview, {
+            providedAxes: providedAxesFromPlanTurnMeaning(plan),
+            preferredAxes: preferredClarificationAxesForRecipe({ recipe, dataNeedGraph })
+        })
+    });
     return {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_PLANNER_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryPlanner",
@@ -1152,6 +1223,7 @@ function planAssistantMcpDiscovery(input) {
         catalog_chain_template_alignment: catalogChainTemplateAlignment,
         proposed_primitives: recipe.primitives,
         required_axes: recipe.axes,
+        evidence_plan: evidencePlan,
         discovery_plan: plan,
         catalog_review: adjustedReview,
         reason_codes: reasonCodes

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js

@@ -34,6 +34,45 @@ function requestsFinancialCounterpartyBoundary(turnMeaning, graph) {
     return (/(?:банк|сбербанк|финанс|кредит|депозит)/iu.test(text) &&
         /(?:клиент|поставщик|выручк|топ|обычн|роль|поток)/iu.test(text));
 }
+function requestsCompactCashflowAnswer(turnMeaning, graph) {
+    const text = normalizeQuestionText([
+        turnMeaning?.raw_message,
+        turnMeaning?.effective_message,
+        graph?.source_message,
+        graph?.question
+    ].join(" "));
+    if (!text) {
+        return false;
+    }
+    if (/(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(text)) {
+        return true;
+    }
+    return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(text);
+}
+function requestsCashflowPolarityAnswer(turnMeaning, graph) {
+    const text = normalizeQuestionText([
+        turnMeaning?.raw_message,
+        turnMeaning?.effective_message,
+        graph?.source_message,
+        graph?.question
+    ].join(" "));
+    return /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(text);
+}
+function requestsDirectAccountingProfitAnswer(turnMeaning, graph) {
+    const text = normalizeQuestionText([
+        turnMeaning?.raw_message,
+        turnMeaning?.effective_message,
+        graph?.source_message,
+        graph?.question
+    ].join(" "));
+    if (!/(?:чист\p{L}{0,8}\s+прибыл|финрезультат|финансов\p{L}{0,12}\s+результат)/iu.test(text)) {
+        return false;
+    }
+    if (/(?:^|\s)(?:а\s+)?это\s+чист\p{L}{0,8}\s+прибыл|это\s+прибыл\p{L}{0,4}\s+или\s+нет/iu.test(text)) {
+        return false;
+    }
+    return /(?:какая|какой|сколько|посчитай|рассчитай|покажи|дай|определить|определи|найди|итог|за\s+\d{4})/iu.test(text);
+}
 function toStringList(value) {
     if (!Array.isArray(value)) {
         return [];
@@ -215,7 +254,7 @@ function localizeLine(value) {
         return "Сумма исходящих платежей рассчитана только по подтвержденным строкам списаний в 1С.";
     }
     if (/^Counterparty net value-flow was calculated as incoming confirmed 1C rows minus outgoing confirmed 1C rows$/i.test(value)) {
-        return "Нетто денежного потока рассчитано только как входящие подтвержденные строки 1С минус исходящие подтвержденные строки 1С.";
+        return "Нетто денежного потока рассчитано как подтвержденные входящие платежи минус подтвержденные исходящие платежи в 1С.";
     }
     if (/^Counterparty monthly net value-flow breakdown was grouped by month over confirmed incoming and outgoing 1C rows$/i.test(value)) {
         return "Помесячная нетто-раскладка сгруппирована только по подтвержденным входящим и исходящим строкам 1С.";
@@ -403,9 +442,9 @@ function businessOverviewCoverageLimitLine(overview) {
     if (outgoing?.coverage_limited_by_probe_limit === true) {
         limited.push("исходящие");
     }
-    const continuation = "Если нужен полный сквозной ответ, безопасный следующий шаг — выбрать конкретный год или квартал для дозапроса: тогда широкий срез можно собрать частями без выдачи непроверенного итога.";
+    const continuation = "Для полного сквозного итога лучше разбить проверку по годам или кварталам.";
     return limited.length > 0
-        ? `Важно: по направлению ${limited.join(" и ")} проверка достигла лимита строк; это расширенный проверенный срез найденных строк, но не гарантия полного бухгалтерского оборота без отдельной полной выгрузки. ${continuation}`
+        ? `Ограничение: широкий денежный срез по направлению ${limited.join(" и ")} не считаю полным бухгалтерским оборотом без отдельной полной выгрузки. ${continuation}`
         : null;
 }
 function joinBusinessReplyLines(lines) {
@@ -520,37 +559,15 @@ function businessOverviewInventoryLine(overview) {
     }
     const amount = moneyText(inventory.total_amount_human_ru);
     const rows = Number(inventory.rows_matched);
-    const quantity = Number(inventory.total_quantity);
     if (!amount && !Number.isFinite(rows)) {
         return null;
     }
     const pieces = [
         Number.isFinite(rows) ? `${rows} позиций` : null,
-        amount ? `на ${sentenceAmount(amount) ?? amount}` : null,
-        Number.isFinite(quantity) && quantity > 0 ? `количество ${quantity}` : null
+        amount ? `на ${sentenceAmount(amount) ?? amount}` : null
     ].filter((item) => Boolean(item));
     return pieces.length > 0 ? `Склад: ${pieces.join(", ")}.` : null;
 }
-function rowCountText(value) {
-    const count = Number(value);
-    return Number.isFinite(count) ? String(count) : null;
-}
-function sideRowsText(side) {
-    const rowsWithAmount = rowCountText(side?.rows_with_amount);
-    const rowsMatched = rowCountText(side?.rows_matched);
-    if (rowsWithAmount && rowsMatched) {
-        return `${rowsWithAmount} из ${rowsMatched}`;
-    }
-    return rowsWithAmount ?? rowsMatched;
-}
-function sideDateText(side) {
-    const first = toNonEmptyString(side?.first_movement_date);
-    const latest = toNonEmptyString(side?.latest_movement_date);
-    if (first && latest) {
-        return first === latest ? `дата ${first}` : `даты ${first}..${latest}`;
-    }
-    return first ? `первая дата ${first}` : latest ? `последняя дата ${latest}` : null;
-}
 function bidirectionalNetLabel(direction) {
     if (direction === "net_outgoing") {
         return "нетто в сторону контрагента";
@@ -586,28 +603,24 @@ function buildCompactBidirectionalValueFlowReply(entryPoint, draft) {
             : "по выбранному контуру";
     const period = toNonEmptyString(flow.period_scope);
     const periodText = period ? ` за период ${period}` : " в проверенном окне";
-    const incomingRows = sideRowsText(incoming);
-    const outgoingRows = sideRowsText(outgoing);
-    const incomingDates = sideDateText(incoming);
-    const outgoingDates = sideDateText(outgoing);
     const netLabel = bidirectionalNetLabel(flow.net_direction);
     const lines = [
         `Коротко: ${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
     ];
     const basis = [];
-    if (incomingRows) {
-        basis.push(`входящих строк с суммой ${incomingRows}${incomingDates ? ` (${incomingDates})` : ""}`);
+    if (incomingAmount) {
+        basis.push("входящие платежи");
     }
-    if (outgoingRows) {
-        basis.push(`исходящих строк с суммой ${outgoingRows}${outgoingDates ? ` (${outgoingDates})` : ""}`);
+    if (outgoingAmount) {
+        basis.push("исходящие платежи");
     }
     if (basis.length > 0) {
-        lines.push(`Основа: ${basis.join("; ")}.`);
+        lines.push(`Основа: проверенные ${basis.join(" и ")} по этому контрагенту в 1С.`);
     }
     if (flow.coverage_limited_by_probe_limit === true) {
         lines.push("Важно: часть проверки достигла лимита строк, поэтому это проверенный срез найденных движений, а не гарантия полного периода.");
     }
-    lines.push("Метод: нетто рассчитано как подтвержденные входящие строки 1С минус подтвержденные исходящие строки; это не полное бухгалтерское сальдо вне проверенного окна.");
+    lines.push("Метод: нетто рассчитано как подтвержденные входящие платежи минус подтвержденные исходящие платежи; это не полное бухгалтерское сальдо вне проверенного окна.");
     const fallbackNextStep = toNonEmptyString(draft.next_step_line);
     if (fallbackNextStep) {
         lines.push(`Следующий шаг: ${localizeLine(fallbackNextStep)}`);
@@ -621,6 +634,18 @@ function compactComparable(value) {
         .replace(/\s+/g, " ")
         .trim();
 }
+function businessOverviewOrganizationScopeLabel(value) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const comparable = compactComparable(text);
+    if (/^(?:с|без)\s+разбивк/.test(comparable) ||
+        /\b(?:входящ|исходящ|нетто|топ|контрагент|платеж|поступлен)\b/.test(comparable)) {
+        return null;
+    }
+    return text;
+}
 function businessOverviewSeparateSubjectLabel(graph, turnMeaning, organizationScope) {
     const candidates = uniqueStrings([
         ...toStringList(turnMeaning?.business_overview_separate_entity_candidates),
@@ -673,21 +698,17 @@ function buildPreviousCounterpartyValueFlowSummary(flow, separateSubject, docume
     const lead = `; отдельно по ${counterparty}: получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}, ` +
         `${netLabel} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}`;
     const basis = [];
-    const incomingRows = sideRowsText(incoming);
-    const outgoingRows = sideRowsText(outgoing);
-    const incomingDates = sideDateText(incoming);
-    const outgoingDates = sideDateText(outgoing);
-    if (incomingRows) {
-        basis.push(`входящие строки ${incomingRows}${incomingDates ? ` (${incomingDates})` : ""}`);
+    if (incomingAmount) {
+        basis.push("входящие платежи");
     }
-    if (outgoingRows) {
-        basis.push(`исходящие строки ${outgoingRows}${outgoingDates ? ` (${outgoingDates})` : ""}`);
+    if (outgoingAmount) {
+        basis.push("исходящие платежи");
     }
     const documents = previousDocumentSummaryLine(documentBundle, counterparty);
     if (documents) {
         basis.push(documents);
     }
-    const basisText = basis.length > 0 ? ` Основа: ${basis.join("; ")}.` : "";
+    const basisText = basis.length > 0 ? ` Основа: проверенные ${basis.join(" и ")}.` : "";
     return {
         lead,
         line: `Отдельно по контрагенту ${counterparty}: подтверждено получили ${incomingAmount ?? "0 руб."}, ` +
@@ -716,7 +737,7 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
     const netDirection = overview.net_direction === "net_outgoing" ? "операционное нетто в минус" : "расчетное операционное нетто";
     const period = businessOverviewPeriodText(overview);
     const limitLine = businessOverviewCoverageLimitLine(overview);
-    const organizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
+    const organizationScope = businessOverviewOrganizationScopeLabel(turnMeaning?.explicit_organization_scope);
     const separateSubject = businessOverviewSeparateSubjectLabel(graph, turnMeaning, organizationScope);
     const previousCounterpartySummary = buildPreviousCounterpartyValueFlowSummary(toRecordObject(turnMeaning?.previous_counterparty_value_flow_bundle), separateSubject, toRecordObject(turnMeaning?.previous_counterparty_document_bundle));
     const organizationPrefix = organizationScope ? `по компании ${organizationScope} ` : "";
@@ -760,6 +781,23 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
     const debtDueDateBoundary = actionFamily === "debt_due_date_boundary" || unsupportedFamily === "debt_due_date_boundary";
     const vendorRiskBoundary = actionFamily === "vendor_risk_procurement_boundary" || unsupportedFamily === "vendor_risk_procurement_boundary";
     const inventoryReserveBoundary = actionFamily === "inventory_reserve_boundary" || unsupportedFamily === "inventory_reserve_liquidation_boundary";
+    const compactCashflowRequested = directMoneyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
+    const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
+    const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+    if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
+        const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
+        const signedNetDisplay = cashflowPolarityRequested && netDisplay && !String(netDisplay).trim().startsWith("-")
+            ? `+${netDisplay}`
+            : netDisplay;
+        const polarityLead = cashflowPolarityRequested
+            ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
+            : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
+        lines.push(`${polarityLead}${organizationPrefix}${period} \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${signedNetDisplay}.`);
+        lines.push(cashflowPolarityRequested
+            ? "\u042d\u0442\u043e \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u043f\u043e \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u043e\u043a\u0430\u043c 1\u0421, \u043d\u0435 \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442."
+            : "\u042d\u0442\u043e \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u043f\u043e \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u043e\u043a\u0430\u043c 1\u0421, \u043d\u0435 \u0447\u0438\u0441\u0442\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0438 \u043d\u0435 \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.");
+        return joinBusinessReplyLines(lines);
+    }
     if (profitMarginBoundary) {
         const accountingFinancialResult = toRecordObject(overview.accounting_financial_result);
         if (accountingFinancialResult) {
@@ -780,8 +818,12 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
                     ? `минус ${amount}`
                     : amount
                 : "сумма не распознана";
-            lines.push(`Коротко: нет, денежное операционное нетто не стоит считать чистой прибылью. Отдельно по закрытию счетов 90/91/99 в 1С за ${periodScope} подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`);
-            lines.push("Это учетный финрезультат по найденным строкам закрытия периода в 1С, а не внешний аудит и не юридически подтвержденная отчетность.");
+            lines.push(directAccountingProfitRequested
+                ? `Коротко: за ${periodScope} по закрытию счетов 90/91/99 в 1С подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`
+                : `Коротко: нет, денежное операционное нетто не стоит считать чистой прибылью. Отдельно по закрытию счетов 90/91/99 в 1С за ${periodScope} подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`);
+            lines.push(directAccountingProfitRequested
+                ? "Это учетный финрезультат по найденным строкам закрытия периода в 1С, не денежный поток, не внешний аудит и не юридически подтвержденная отчетность."
+                : "Это учетный финрезультат по найденным строкам закрытия периода в 1С, а не внешний аудит и не юридически подтвержденная отчетность.");
             return joinBusinessReplyLines(lines);
         }
         const headline = toNonEmptyString(draft.headline);
@@ -931,6 +973,58 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         lines.push("Проверить нужно отдельно: складской срез на дату, учетную политику резервов, списания и ликвидационную стоимость; косвенные признаки нельзя выдавать за доказанный факт резерва.");
         return joinBusinessReplyLines(lines);
     }
+    if (!separateSubject && !crossScopeExecutiveSummary && (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
+        const subject = organizationScope ?? "компания";
+        const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
+        lines.push(`Коротко: по доступным данным ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж.`);
+        lines.push("Что видно:");
+        if (incomingAmount) {
+            lines.push(`- входящие деньги за ${periodWithoutPrefix}: ${incomingAmount};`);
+        }
+        if (outgoingAmount) {
+            lines.push(`- исходящие платежи/списания: ${outgoingAmount};`);
+        }
+        if (netAmount) {
+            lines.push(`- ${netDirection}: ${sentenceAmount(netAmount) ?? netAmount};`);
+        }
+        if (customerName && customerAmount) {
+            lines.push(topCustomerLooksFinancial
+                ? `- крупнейший входящий источник: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это похоже на финансовый контур, не на обычную клиентскую выручку;${nonFinancialCustomer ? ` крупнейший небанковский входящий контрагент: ${nonFinancialCustomer};` : ""}`
+                : `- крупнейший источник денег: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это сигнал концентрации на крупном заказчике;`);
+        }
+        if (topSupplier) {
+            lines.push(topSupplierLooksFinancial
+                ? `- крупнейший получатель исходящих денег: ${topSupplier}; это похоже на финансовый контур, не на обычного поставщика;`
+                : `- крупнейший получатель исходящих денег: ${topSupplier};`);
+        }
+        const inventoryLine = businessOverviewInventoryLine(overview);
+        if (inventoryLine) {
+            lines.push(`- ${localizeLine(inventoryLine)}`);
+        }
+        const debtLine = businessOverviewDebtLine(overview);
+        if (debtLine) {
+            lines.push(`- ${localizeLine(debtLine)}`);
+        }
+        lines.push("Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль.");
+        const missingOverviewFamilies = [];
+        if (!businessOverviewTaxLine(overview)) {
+            missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");
+        }
+        if (!debtLine) {
+            missingOverviewFamilies.push("долги без даты среза");
+        }
+        if (!inventoryLine) {
+            missingOverviewFamilies.push("склад без даты среза");
+        }
+        if (missingOverviewFamilies.length > 0) {
+            lines.push(`Что не подтверждено в этом срезе: ${missingOverviewFamilies.join(", ")}.`);
+        }
+        if (limitLine) {
+            lines.push(limitLine);
+        }
+        lines.push("Что проверить дальше: чистую прибыль через 90/91/99, маржинальность по проектам, зависимость от топ-3 контрагентов, старые складские остатки и зависшие расчеты.");
+        return joinBusinessReplyLines(lines);
+    }
     if (crossScopeExecutiveSummary && separateSubject && previousCounterpartySummary && (incomingAmount || outgoingAmount || netAmount)) {
         lines.push(`Коротко: по компании ${organizationScope ?? "в выбранном контуре"} ${period} подтвержден денежный срез: получили ${incomingAmount ?? "0 руб."}, исходящие платежи/списания ${outgoingAmount ?? "0 руб."}, ${netDirection} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}${previousCounterpartySummary.lead}; можно утверждать только эти подтвержденные срезы, нельзя называть это чистой прибылью, полным оборотом или доказанной ролью главного клиента/поставщика.`);
         lines.push(previousCounterpartySummary.line);
@@ -942,6 +1036,29 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         return joinBusinessReplyLines(lines);
     }
     if (rankingNeed) {
+        const explicitPeriodRankingOverview = period &&
+            !/(?:все\s+доступное|все\s+время|all\s+time)/iu.test(period) &&
+            (incomingAmount || outgoingAmount || netAmount);
+        if (explicitPeriodRankingOverview) {
+            lines.push(`Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`);
+            lines.push(`Деньги: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, расчетное операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`);
+            if (customerName && customerAmount) {
+                lines.push(topCustomerLooksFinancial
+                    ? `Топ входящих: 1. ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}. Это финансовый/банковский контур, не считаю его клиентской выручкой без назначения платежа.${nonFinancialCustomer ? ` 2. Крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}.` : ""}`
+                    : `Крупнейший входящий контрагент: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}.`);
+            }
+            if (topSupplier) {
+                lines.push(topSupplierLooksFinancial
+                    ? `Топ исходящих: 1. ${topSupplier}. Это финансовый/банковский контур, не считаю его обычным поставщиком без назначения платежа и договора.${nonFinancialSupplier ? ` 2. Крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}.` : ""}`
+                    : `Крупнейший получатель исходящих денег: ${topSupplier}.`);
+            }
+            lines.push(`Вывод: по движению денег период ${netDirection}; это не чистая прибыль и не бухгалтерский финрезультат.`);
+            if (requestedFinancialBoundaryLine) {
+                lines.push(requestedFinancialBoundaryLine);
+            }
+            lines.push("Следующий шаг: могу отдельно посчитать чистую прибыль через закрытие 90/91/99 или разложить этот период по контрагентам.");
+            return joinBusinessReplyLines(lines);
+        }
         const incomingLeader = strongestIncomingYear(overview);
         const canRankYearlyNet = !limitLine;
         const netLeader = canRankYearlyNet ? strongestNetYear(overview) : null;
@@ -1062,6 +1179,14 @@ function statusFrom(entryPoint) {
     }
     return "not_applicable";
 }
+function hasGuardedHotHandoff(entryPoint) {
+    const bridge = toRecordObject(entryPoint?.bridge);
+    const handoff = toRecordObject(bridge?.execution_handoff);
+    return (entryPoint?.hot_runtime_wired === true &&
+        bridge?.hot_runtime_wired === true &&
+        handoff?.can_use_guarded_response === true &&
+        handoff?.must_keep_internal_mechanics_hidden === true);
+}
 function replyTypeFor(status) {
     if (status === "clarification_candidate") {
         return "clarification_required";
@@ -1102,9 +1227,12 @@ function buildReplyText(entryPoint, status) {
 function buildAssistantMcpDiscoveryResponseCandidate(entryPoint) {
     const entry = entryPoint ?? null;
     const status = statusFrom(entry);
+    const guardedHotHandoff = hasGuardedHotHandoff(entry);
     const reasonCodes = uniqueStrings(entry?.reason_codes ?? []);
     pushReason(reasonCodes, `mcp_discovery_response_candidate_${status}`);
-    pushReason(reasonCodes, "mcp_discovery_response_candidate_not_hot_wired");
+    pushReason(reasonCodes, guardedHotHandoff
+        ? "mcp_discovery_response_candidate_guarded_hot_wired"
+        : "mcp_discovery_response_candidate_not_hot_wired");
     const replyText = entry && (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate")
         ? buildReplyText(entry, status)
         : null;
@@ -1112,10 +1240,11 @@ function buildAssistantMcpDiscoveryResponseCandidate(entryPoint) {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_RESPONSE_CANDIDATE_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryResponseCandidate",
         candidate_status: replyText ? status : status === "clarification_candidate" ? status : status,
-        hot_runtime_wired: false,
+        hot_runtime_wired: guardedHotHandoff,
         reply_type: replyTypeFor(status),
         reply_text: replyText,
-        eligible_for_future_hot_runtime: Boolean(replyText) && (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate"),
+        eligible_for_future_hot_runtime: Boolean(replyText) &&
+            (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate"),
         must_keep_internal_mechanics_hidden: true,
         reason_codes: reasonCodes
     };

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -141,6 +141,7 @@ function isDetectedIntentAlignedWithTurnMeaning(detectedIntent, turnMeaning) {
     if (normalizedIntent === "inventory_purchase_provenance_for_item" ||
         normalizedIntent === "inventory_purchase_documents_for_item" ||
         normalizedIntent === "inventory_sale_trace_for_item" ||
+        normalizedIntent === "inventory_margin_ranking_for_nomenclature" ||
         normalizedIntent === "inventory_profitability_for_item" ||
         normalizedIntent === "inventory_purchase_to_sale_chain") {
         return askedDomain === "inventory";
@@ -183,7 +184,7 @@ function isExplicitMetadataDiscoveryTurn(entryPoint) {
         reasonCodes.some((reason) => toNonEmptyString(reason) === "mcp_discovery_metadata_signal_detected"));
 }
 function isInventoryExactAddressIntent(intent) {
-    return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(String(intent ?? ""));
+    return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_margin_ranking_for_nomenclature|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(String(intent ?? ""));
 }
 function hasMetadataDiscoveryPriority(input, entryPoint) {
     if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
@@ -203,12 +204,16 @@ function hasMetadataDiscoveryPriority(input, entryPoint) {
 }
 function isOpenScopeValueFlowWithoutSubject(entryPoint) {
     const graph = readDiscoveryDataNeedGraph(entryPoint);
+    const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
     const businessFactFamily = toNonEmptyString(graph?.business_fact_family);
     const subjectCandidates = Array.isArray(graph?.subject_candidates) ? graph.subject_candidates : [];
-    const reasonCodes = Array.isArray(graph?.reason_codes) ? graph.reason_codes : [];
+    const reasonCodes = readStringArray(graph?.reason_codes);
+    const clarificationGaps = readStringArray(graph?.clarification_gaps);
+    const explicitOrganizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
     return (businessFactFamily === "value_flow" &&
         subjectCandidates.length === 0 &&
-        reasonCodes.some((reason) => toNonEmptyString(reason) === "data_need_graph_open_scope_total_without_subject"));
+        (reasonCodes.includes("data_need_graph_open_scope_total_without_subject") ||
+            (Boolean(explicitOrganizationScope) && clarificationGaps.includes("subject"))));
 }
 function needsOpenScopeValueFlowOrganizationClarification(entryPoint) {
     const graph = readDiscoveryDataNeedGraph(entryPoint);
@@ -345,6 +350,24 @@ function hasExactBankOperationsAddressReply(input, entryPoint) {
         routeMode === "exact" ||
         hasFullConfirmedTruth(input));
 }
+function hasInventoryMarginRankingAddressReply(input, entryPoint) {
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    if (!toNonEmptyString(input.currentReply)) {
+        return false;
+    }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
+    const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+    const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
+    const capabilityId = toNonEmptyString(input.addressRuntimeMeta?.capability_id) ??
+        toNonEmptyString(input.addressRuntimeMeta?.capability_contract_id);
+    return Boolean(detectedIntent === "inventory_margin_ranking_for_nomenclature" ||
+        selectedRecipe === "address_inventory_margin_ranking_for_nomenclature_v1" ||
+        capabilityId === "inventory_inventory_margin_ranking_for_nomenclature");
+}
 function hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint) {
     if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
         return false;
@@ -439,6 +462,9 @@ function hasRuntimeAdjustedExactReply(input, entryPoint) {
     if (hasMetadataDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
@@ -462,6 +488,9 @@ function hasRuntimeMatchedExactReply(input, entryPoint) {
     if (hasMetadataDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
@@ -482,6 +511,9 @@ function hasAlignedFactualAddressReply(input, entryPoint) {
     if (hasMetadataDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
@@ -537,6 +569,9 @@ function hasMatchedFactualAddressContinuationTarget(input, entryPoint) {
     if (hasMetadataDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
     const dialogContinuationContract = toRecordObject(input.addressRuntimeMeta?.dialogContinuationContract) ??
         toRecordObject(input.addressRuntimeMeta?.dialog_continuation_contract_v2);
@@ -577,6 +612,9 @@ function hasFullConfirmedFactualAddressReply(input, entryPoint) {
     if (hasMetadataDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     return hasFullConfirmedTruth(input);
 }
 function applyAssistantMcpDiscoveryResponsePolicy(input) {
@@ -601,6 +639,7 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     const staleMetadataDiscoveryFallbackAgainstExactAddressReply = hasStaleMetadataDiscoveryFallbackAgainstExactAddressReply(input, entryPoint);
     const exactValueFlowReplyForBusinessOverviewDirectMoneyNeed = hasExactValueFlowReplyForBusinessOverviewDirectMoneyNeed(input, entryPoint);
     const exactBankOperationsAddressReply = hasExactBankOperationsAddressReply(input, entryPoint);
+    const inventoryMarginRankingAddressReply = hasInventoryMarginRankingAddressReply(input, entryPoint);
     const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
     const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
     const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint);
@@ -665,6 +704,9 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     if (exactBankOperationsAddressReply) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_keep_exact_bank_operations_address_reply");
     }
+    if (inventoryMarginRankingAddressReply) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply");
+    }
     if (deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") {
         pushReason(reasonCodes, "mcp_discovery_response_policy_keep_broad_business_summary_over_clarification_candidate");
     }
@@ -674,6 +716,9 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     if (!candidate.eligible_for_future_hot_runtime) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_not_eligible");
     }
+    if (candidate.hot_runtime_wired) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_guarded_hot_wired");
+    }
     if (!toNonEmptyString(candidate.reply_text)) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_missing_reply_text");
     }
@@ -692,6 +737,7 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
         !staleMetadataDiscoveryFallbackAgainstExactAddressReply &&
         !exactValueFlowReplyForBusinessOverviewDirectMoneyNeed &&
         !exactBankOperationsAddressReply &&
+        !inventoryMarginRankingAddressReply &&
         !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
         ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
         candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/dist/services/assistantMcpDiscoveryRuntimeBridge.js

@@ -4,6 +4,7 @@ exports.ASSISTANT_MCP_ROUTE_CANDIDATE_SCHEMA_VERSION = exports.ASSISTANT_MCP_DIS
 exports.runAssistantMcpDiscoveryRuntimeBridge = runAssistantMcpDiscoveryRuntimeBridge;
 const assistantMcpDiscoveryAnswerAdapter_1 = require("./assistantMcpDiscoveryAnswerAdapter");
 const assistantMcpDiscoveryPilotExecutor_1 = require("./assistantMcpDiscoveryPilotExecutor");
+const assistantMcpDiscoveryExecutionHandoff_1 = require("./assistantMcpDiscoveryExecutionHandoff");
 const assistantMcpDiscoveryPlanner_1 = require("./assistantMcpDiscoveryPlanner");
 exports.ASSISTANT_MCP_DISCOVERY_RUNTIME_BRIDGE_SCHEMA_VERSION = "assistant_mcp_discovery_runtime_bridge_v1";
 exports.ASSISTANT_MCP_DISCOVERY_LOOP_STATE_SCHEMA_VERSION = "assistant_mcp_discovery_loop_state_v1";
@@ -185,8 +186,13 @@ function routeCandidateNextAction(status) {
 }
 function buildRouteCandidate(planner, pilot, bridgeStatus) {
     const plannerClarificationGaps = planner.discovery_plan.clarification_gaps ?? [];
-    const providedAxes = flattenAxes(pilot, "provided_axes");
-    const missingAxes = plannerClarificationGaps.length > 0 ? plannerClarificationGaps : flattenAxes(pilot, "missing_axis_options");
+    const evidenceAxes = planner.evidence_plan.evidence_axes;
+    const providedAxes = uniqueStrings([...evidenceAxes.provided_axes, ...flattenAxes(pilot, "provided_axes")]);
+    const missingAxes = plannerClarificationGaps.length > 0
+        ? plannerClarificationGaps
+        : evidenceAxes.user_actionable_missing_axes.length > 0
+            ? evidenceAxes.user_actionable_missing_axes
+            : flattenAxes(pilot, "missing_axis_options");
     const missingProofFamily = routeCandidateMissingProofFamily(planner, pilot);
     const candidateStatus = routeCandidateStatusFor(bridgeStatus, pilot, missingProofFamily);
     return {
@@ -197,9 +203,12 @@ function buildRouteCandidate(planner, pilot, bridgeStatus) {
         selected_chain_summary: planner.selected_chain_summary,
         nearest_catalog_chain_template: planner.catalog_chain_template_alignment.top_chain_template_match,
         catalog_alignment_status: planner.catalog_chain_template_alignment.alignment_status,
-        business_fact_family: planner.data_need_graph?.business_fact_family ?? null,
-        action_family: planner.data_need_graph?.action_family ?? null,
-        proof_expectation: planner.data_need_graph?.proof_expectation ?? null,
+        business_fact_family: planner.evidence_plan.data_need.business_fact_family,
+        action_family: planner.evidence_plan.data_need.action_family,
+        proof_expectation: planner.evidence_plan.data_need.proof_expectation,
+        evidence_plan_status: planner.evidence_plan.planner_status,
+        evidence_answer_mode: planner.evidence_plan.answer_contract.answer_mode,
+        evidence_expected_coverage: planner.evidence_plan.coverage_gate.expected_coverage,
         required_axes: [...planner.required_axes],
         provided_axes: providedAxes,
         missing_axes: missingAxes,
@@ -207,7 +216,7 @@ function buildRouteCandidate(planner, pilot, bridgeStatus) {
         enablement_reason: routeCandidateEnablementReason(candidateStatus, pilot, missingAxes, missingProofFamily),
         recommended_next_action: routeCandidateNextAction(candidateStatus),
         forbidden_overclaim_flags: uniqueStrings([
-            ...(planner.data_need_graph?.forbidden_overclaim_flags ?? []),
+            ...planner.evidence_plan.answer_contract.forbidden_overclaim_flags,
             ...(missingProofFamily ? [missingProofFamily.must_not_claim] : [])
         ])
     };
@@ -250,24 +259,39 @@ async function runAssistantMcpDiscoveryRuntimeBridge(input) {
     const bridgeStatus = bridgeStatusFor(pilot, answerDraft);
     const loopState = buildLoopState(planner, pilot, bridgeStatus);
     const routeCandidate = buildRouteCandidate(planner, pilot, bridgeStatus);
+    const userFacingResponseAllowed = bridgeStatus !== "blocked";
+    const businessFactAllowed = businessFactAnswerAllowed(answerDraft);
+    const executionHandoff = (0, assistantMcpDiscoveryExecutionHandoff_1.buildAssistantMcpDiscoveryExecutionHandoff)({
+        bridgeStatus,
+        routeCandidate,
+        pilot,
+        answerDraft,
+        businessFactAnswerAllowed: businessFactAllowed,
+        userFacingResponseAllowed
+    });
     const reasonCodes = uniqueStrings([...planner.reason_codes, ...pilot.reason_codes, ...answerDraft.reason_codes]);
     pushReason(reasonCodes, `runtime_bridge_status_${bridgeStatus}`);
     pushReason(reasonCodes, "runtime_bridge_not_wired_to_hot_assistant_answer");
     pushReason(reasonCodes, `runtime_bridge_loop_state_${loopState.loop_status}`);
     pushReason(reasonCodes, "runtime_bridge_route_candidate_built");
     pushReason(reasonCodes, `runtime_bridge_route_candidate_${routeCandidate.candidate_status}`);
+    pushReason(reasonCodes, `runtime_bridge_execution_handoff_${executionHandoff.handoff_status}`);
+    for (const reasonCode of executionHandoff.reason_codes) {
+        pushReason(reasonCodes, reasonCode);
+    }
     return {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_RUNTIME_BRIDGE_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryRuntimeBridge",
         bridge_status: bridgeStatus,
-        hot_runtime_wired: false,
+        hot_runtime_wired: executionHandoff.can_use_guarded_response,
         planner,
         pilot,
         answer_draft: answerDraft,
         loop_state: loopState,
         route_candidate: routeCandidate,
-        user_facing_response_allowed: bridgeStatus !== "blocked",
-        business_fact_answer_allowed: businessFactAnswerAllowed(answerDraft),
+        execution_handoff: executionHandoff,
+        user_facing_response_allowed: userFacingResponseAllowed,
+        business_fact_answer_allowed: businessFactAllowed,
         requires_user_clarification: bridgeStatus === "needs_clarification",
         reason_codes: reasonCodes
     };

llm_normalizer/backend/dist/services/assistantMcpDiscoveryRuntimeEntryPoint.js

@@ -69,12 +69,14 @@ async function runAssistantMcpDiscoveryRuntimeEntryPoint(input) {
     });
     const reasonCodes = uniqueStrings([...turnInput.reason_codes, ...bridge.reason_codes]);
     pushReason(reasonCodes, "runtime_entry_point_bridge_executed");
-    pushReason(reasonCodes, "runtime_entry_point_not_wired_to_hot_assistant_answer");
+    pushReason(reasonCodes, bridge.hot_runtime_wired
+        ? "runtime_entry_point_wired_to_guarded_hot_assistant_answer"
+        : "runtime_entry_point_not_wired_to_hot_assistant_answer");
     return {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_RUNTIME_ENTRY_POINT_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
         entry_status: "bridge_executed",
-        hot_runtime_wired: false,
+        hot_runtime_wired: bridge.hot_runtime_wired,
         discovery_attempted: true,
         turn_input: turnInput,
         bridge,

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -3,6 +3,7 @@ Object.defineProperty(exports, "__esModule", { value: true });
 exports.ASSISTANT_MCP_DISCOVERY_TURN_INPUT_SCHEMA_VERSION = void 0;
 exports.buildAssistantMcpDiscoveryTurnInput = buildAssistantMcpDiscoveryTurnInput;
 const assistantMcpDiscoveryDataNeedGraph_1 = require("./assistantMcpDiscoveryDataNeedGraph");
+const assistantOrganizationMatcher_1 = require("./assistantOrganizationMatcher");
 const addressTextRepair_1 = require("./addressTextRepair");
 exports.ASSISTANT_MCP_DISCOVERY_TURN_INPUT_SCHEMA_VERSION = "assistant_mcp_discovery_turn_input_v1";
 function toRecordObject(value) {
@@ -273,6 +274,17 @@ function collectEntityCandidates(value) {
     }
     return result;
 }
+function collectReasonCodes(value) {
+    const result = [];
+    if (!Array.isArray(value)) {
+        const reason = toNonEmptyString(value);
+        return reason ? [reason] : result;
+    }
+    for (const item of value) {
+        pushUnique(result, item);
+    }
+    return result;
+}
 function collectPredecomposeEntities(predecompose) {
     const entities = toRecordObject(predecompose?.entities);
     const organization = toNonEmptyString(entities?.organization);
@@ -734,11 +746,13 @@ function hasBusinessOverviewContinuationSignal(text) {
     const hasFinalSummaryCue = /(?:\u0447\u0442\u043e\s+\u043c\u044b\s+\u0437\u043d\u0430\u0435\u043c|\u0447\u0442\u043e\s+\u043f\u043e\u043d\u044f\u0442\u043d\u043e|\u0447\u0442\u043e\s+\u043f\u0440\u043e\u0432\u0435\u0440\w*\s+\u0434\u0430\u043b\u044c\u0448\u0435|\u0441\u043b\u0435\u0434\u0443\u044e\u0449\w*\s+\u0448\u0430\u0433|\u0438\u0442\u043e\u0433\w*\s+\u0432\u044b\u0432\u043e\u0434|\u043a\u0430\u043a\u043e\u0439\s+\u0432\u044b\u0432\u043e\u0434|\u0447\u0442\u043e\s+\u0441\s+\u044d\u0442\u0438\u043c\s+\u0434\u0435\u043b\u0430\u0442\u044c|what\s+do\s+we\s+know|what\s+is\s+missing|next\s+step|final\s+summary)/iu.test(normalized);
     const hasMoneyBreakdownCue = /(?:\u0440\u0430\u0441\u043a\u0440\u043e\p{L}*\s+\u0434\u0435\u043d\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u0432\u0441\u0435\u0433\u043e\s+\u043f\u043e\u043b\u0443\u0447|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+(?:\u0432\u0441\u0435\u0433\u043e\s+)?\u0437\u0430\u043f\u043b\u0430\u0442|\u0447\u0438\u0441\u0442\p{L}*\s+\u0434\u0435\u043d\u0435\u0436\u043d\p{L}*\s+\u043f\u043e\u0442\u043e\u043a|\u0433\u043b\u0430\u0432\u043d\p{L}*\s+(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a)|top\s+(?:customer|supplier)|cash\s+breakdown)/iu.test(normalized) &&
         /(?:\u043f\u043e\u043b\u0443\u0447|\u0437\u0430\u043f\u043b\u0430\u0442|\u043d\u0435\u0442\u0442\u043e|\u0434\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|received|paid|net|cash|customer|supplier)/iu.test(normalized);
+    const hasCashflowPolarityCue = /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(normalized);
     return (hasEvidenceContinuationCue ||
         hasAnalystContinuationCue ||
         hasTaxContinuationCue ||
         hasFinalSummaryCue ||
-        hasMoneyBreakdownCue);
+        hasMoneyBreakdownCue ||
+        hasCashflowPolarityCue);
 }
 function hasExplicitVatQuestionSignal(text) {
     if (!text) {
@@ -785,6 +799,9 @@ function hasBusinessOverviewFollowupSeed(followupSeed) {
         followupSeed.loopSelectedChainId === "business_overview");
 }
 function hasValueFlowSignal(text) {
+    if (/(?:\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\u043a|\u043e\u043f\u043b\u0430\u0442|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436|\u0437\u0430\u043f\u043b\u0430\u0442|\u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b|\u0441\u043f\u0438\u0441\u0430\u043d|\u0440\u0430\u0441\u0445\u043e\u0434|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u0432\u0445\u043e\u0434\u044f\u0449|\u043f\u043e\u043b\u0443\u0447(?:\u0438\u043b|\u0435\u043d\u043e|\u0435\u043d)|\u043f\u043e\u0441\u0442\u0443\u043f\u0438\u043b|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d|\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|supplier|value[-\s]?flow|turnover|revenue|payment|payout|outflow|cash\s+flow|\bearn(?:ed|ing|ings)?\b)/iu.test(text)) {
+        return true;
+    }
     return /(?:оборот|выручк|оплат|плат[её]ж|заплат|перечисл|списан|расход|исходящ|входящ|получ(?:ил|ено|ен)|поступил|поступлен|денежн[а-яёa-z0-9_-]*\s+поток|(?<!\p{L})заработ(?:ал|али|ало|аем|ает|ать|ано|ок)(?!\p{L})|supplier|value[-\s]?flow|turnover|revenue|payment|payout|outflow|cash\s+flow|\bearn(?:ed|ing|ings)?\b)/iu.test(text);
 }
 function hasValueFlowAggregateQuestionSignal(text) {
@@ -794,6 +811,9 @@ function hasPayoutSignal(text) {
     return /(?:\bмы\s+(?:за)?плат|(?:за)?платил|оплатил|перечисл|списан|расход|поставщик|исходящ|supplier|payout|outflow|paid\s+to|payment\s+to)/iu.test(text);
 }
 function hasBidirectionalValueFlowSignal(text) {
+    if (/(?:\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0431\u0430\u043b\u0430\u043d\u0441\s+(?:\u043f\u043b\u0430\u0442|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436)|\u0432\u0437\u0430\u0438\u043c\u043e\u0440\u0430\u0441\u0447[\u0435\u0451]\u0442|\u043f\u043e\u043b\u0443\u0447\p{L}*.*(?:\u0437\u0430)?\u043f\u043b\u0430\u0442\p{L}*|(?:\u0437\u0430)?\u043f\u043b\u0430\u0442\p{L}*.*\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0432\u0445\u043e\u0434\u044f\u0449.*\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449.*\u0432\u0445\u043e\u0434\u044f\u0449|\u043f\u0440\u0438\u0448\p{L}*.*\u0443\u0448\p{L}*|\u0443\u0448\p{L}*.*\u043f\u0440\u0438\u0448\p{L}*|\u043f\u043b\u044e\u0441.*\u043c\u0438\u043d\u0443\u0441|\u043c\u0438\u043d\u0443\u0441.*\u043f\u043b\u044e\u0441|net\s+(?:flow|cash|payment)|cash\s+net|incoming\s+and\s+outgoing|received\s+and\s+paid|paid\s+and\s+received)/iu.test(text)) {
+        return true;
+    }
     return /(?:нетто|сальдо|баланс\s+(?:плат|денег|денеж)|взаиморасч[её]т|получил[иа]?.*(?:за)?платил|(?:за)?платил[иа]?.*получил|входящ.*исходящ|исходящ.*входящ|дебет.*кредит|кредит.*дебет|net\s+(?:flow|cash|payment)|cash\s+net|incoming\s+and\s+outgoing|received\s+and\s+paid|paid\s+and\s+received)/iu.test(text);
 }
 function hasValueRankingSignal(text) {
@@ -820,6 +840,39 @@ function extractOrganizationScopeFromRawText(value) {
         .replace(/\s+(?:\u043f\u043e\s+\u0434\u0430\u043d\u043d\u044b\u043c\s+1\u0441|\u0432\s+\u0446\u0435\u043b\u043e\u043c|\u0437\u0430\s+(?:\d{4}-\d{2}-\d{2}|\d{4}-\d{2}|(?:19|20)\d{2})(?:\s+\u0433(?:\u043e\u0434|\.)?)?|\u043d\u0430\s+(?:\d{4}-\d{2}-\d{2}|\d{4}-\d{2}|(?:19|20)\d{2})|\u0437\u0430\s+\u0432\u0441[\u0435\u0451]\s+(?:\u0434\u043e\u0441\u0442\u0443\u043f\p{L}+\s+)?\u0432\u0440\u0435\u043c\u044f|\u0437\u0430\s+\u0432\u0435\u0441\u044c\s+(?:\u0434\u043e\u0441\u0442\u0443\u043f\p{L}+\s+)?\u043f\u0435\u0440\u0438\u043e\u0434|\u0437\u0430\s+\u0432\u0441\u044e\s+\u0438\u0441\u0442\u043e\u0440\u0438(?:\u044e|\u0438)|\u0434\u0430\u0439\s+\u0431\u0438\u0437\u043d\u0435\u0441-?\u043e\u0431\u0437\u043e\u0440|\u0431\u0438\u0437\u043d\u0435\u0441-?\u043e\u0431\u0437\u043e\u0440|\u043d\u043e\s+\u043d\u0435).*$/iu, "")
         .trim());
 }
+function extractOrganizationScopeFromSemanticText(value) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const match = text.match(/(?:^|[\s,;:])(?:\u043a\u043e\u043c\u043f\u0430\u043d(?:\u0438\u0438|\u0438\u044f)|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446(?:\u0438\u0438|\u0438\u044f))\s+(.+?)(?=$|[\n,.;:!?]|\s+\u0437\u0430\s+(?:\d{4}|\d{2}\s*\u0433|\d{2}\s+\u0433\u043e\u0434)|\s+\u043d\u0430\s+(?:\d{4}|\d{2}\s*\u0433|\d{2}\s+\u0433\u043e\u0434))/iu);
+    return toNonEmptyString(match?.[1]);
+}
+function normalizeLooseOrganizationAlias(value) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const normalized = text
+        .replace(/^[«"'“”]+|[»"'“”]+$/gu, "")
+        .replace(/\s+/g, " ")
+        .trim();
+    if (!normalized) {
+        return null;
+    }
+    const comparable = (0, addressTextRepair_1.normalizeRussianComparableText)(normalized);
+    const normalizedTokens = normalized.split(/\s+/u).filter(Boolean);
+    const hasYearOnlyTimeTail = /\b(?:19|20)\d{2}\b/u.test(normalized) &&
+        normalizedTokens.length <= 4 &&
+        !/(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|llc|inc|corp)/iu.test(comparable);
+    if (hasYearOnlyTimeTail) {
+        return null;
+    }
+    if (/^(?:\u0438|\u0432|\u0432\u043e|\u0437\u0430|\u043d\u0430|\u043f\u043e|\u043a\u0442\u043e|\u0447\u0442\u043e|\u043a\u0430\u043a(?:\u043e\u0439|\u0430\u044f|\u0438\u0435)?|\u0433\u043b\u0430\u0432\u043d\p{L}*)\b/iu.test(comparable)) {
+        return null;
+    }
+    return normalized;
+}
 function hasMonthlyAggregationSignal(text) {
     return /(?:\u043f\u043e\s+\u043c\u0435\u0441\u044f\u0446\u0430\u043c|\u043f\u043e\u043c\u0435\u0441\u044f\u0447\u043d\u043e|\u0435\u0436\u0435\u043c\u0435\u0441\u044f\u0447\u043d\u043e|month\s+by\s+month|by\s+month|monthly)/iu.test(text);
 }
@@ -1030,7 +1083,10 @@ function metadataScopeHintFromRawText(text) {
     return null;
 }
 function hasExplicitDateScopeLiteral(text) {
-    return /(?:\b(?:19|20)\d{2}\b|\b\d{4}-\d{2}-\d{2}\b|\b\d{4}-\d{2}\b)/iu.test(text);
+    if (/\b\d{2}\s*(?:\u0433(?:\u043e\u0434(?:\u0430|\u0443)?)?\.?)\b/iu.test(text)) {
+        return true;
+    }
+    return /(?:\b(?:19|20)\d{2}\b|\b\d{4}-\d{2}-\d{2}\b|\b\d{4}-\d{2}\b|\b\d{2}\s*(?:г(?:од(?:а|у)?)?\.?))\b/iu.test(text);
 }
 function stripNegatedTaxDateScopeClauses(text) {
     const dateScopeLiteral = String.raw `\b(?:\d{4}-\d{2}-\d{2}|\d{4}-\d{2}|(?:19|20)\d{2})\b`;
@@ -1054,6 +1110,20 @@ function collectDateScopeFromRawText(text) {
     if (year?.[1]) {
         return year[1];
     }
+    const utf8ShortYear = text.match(/\b(\d{2})\s*(?:\u0433(?:\u043e\u0434(?:\u0430|\u0443)?)?\.?)\b/iu);
+    if (utf8ShortYear?.[1]) {
+        const numericYear = Number.parseInt(utf8ShortYear[1], 10);
+        if (Number.isFinite(numericYear)) {
+            return String(numericYear <= 30 ? 2000 + numericYear : 1900 + numericYear);
+        }
+    }
+    const shortYear = text.match(/\b(\d{2})\s*(?:г(?:од(?:а|у)?)?\.?)\b/iu);
+    if (shortYear?.[1]) {
+        const numericYear = Number.parseInt(shortYear[1], 10);
+        if (Number.isFinite(numericYear)) {
+            return String(numericYear <= 30 ? 2000 + numericYear : 1900 + numericYear);
+        }
+    }
     return null;
 }
 function currentIsoDate() {
@@ -1137,15 +1207,41 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const reasonCodes = [];
     const rawUserText = toNonEmptyString(input.userMessage);
     const rawEffectiveText = toNonEmptyString(input.effectiveMessage);
+    const knownOrganizations = Array.isArray(input.knownOrganizations) ? input.knownOrganizations : [];
     const repairedUserText = rawUserText ? (0, addressTextRepair_1.repairAddressMojibakeText)(rawUserText) : null;
     const repairedEffectiveText = rawEffectiveText ? (0, addressTextRepair_1.repairAddressMojibakeText)(rawEffectiveText) : null;
+    const rawUserSignalSourceText = repairedUserText ?? rawUserText ?? "";
     const rawSignalSourceText = `${repairedUserText ?? rawUserText ?? ""} ${repairedEffectiveText ?? rawEffectiveText ?? ""}`.trim();
     const rawEntitySourceText = repairedUserText ?? rawUserText ?? repairedEffectiveText ?? rawEffectiveText ?? rawSignalSourceText;
+    const rawUserEntitySourceText = rawUserSignalSourceText || rawEntitySourceText;
+    const rawUserTextOnly = compactLower(rawUserSignalSourceText);
+    const rawAssistantEntityCandidates = collectEntityCandidates(assistantTurnMeaning?.explicit_entity_candidates);
+    const rawUserPrimaryBusinessOverviewSignal = hasBusinessOverviewSignal(rawUserTextOnly);
+    const rawUserLifecyclePivotTextSignal = !rawUserPrimaryBusinessOverviewSignal && hasLifecycleSignal(rawUserTextOnly);
+    const rawUserBidirectionalValueFlowPivotTextSignal = !rawUserPrimaryBusinessOverviewSignal &&
+        !rawUserLifecyclePivotTextSignal &&
+        hasBidirectionalValueFlowSignal(rawUserTextOnly);
+    const rawUserScopedEntityCandidate = rawUserSignalSourceText
+        ? rawScopedEntityCandidateFromText(rawUserEntitySourceText)
+        : null;
+    const rawUserCounterpartyBidirectionalOverride = Boolean(rawUserBidirectionalValueFlowPivotTextSignal &&
+        (rawUserScopedEntityCandidate ||
+            predecomposeEntities.counterparty ||
+            rawAssistantEntityCandidates.find((candidate) => !isInvalidEntityCandidate(candidate))));
     const rawText = compactLower(rawSignalSourceText);
     const rawReferentialDocumentExclusionSignal = hasReferentialDocumentExclusionFollowupSignal(repairedUserText ?? rawUserText ?? "");
-    const rawPrimaryBusinessOverviewSignal = hasBusinessOverviewSignal(rawText);
+    const rawPrimaryBusinessOverviewSignal = hasBusinessOverviewSignal(rawText) && !rawUserCounterpartyBidirectionalOverride;
     const explicitVatQuestionSignal = hasExplicitVatQuestionSignal(rawText);
     const explicitVatMovementEvidenceSignal = hasExplicitVatMovementEvidenceSignal(rawText);
+    const rawLifecyclePivotTextSignal = !rawPrimaryBusinessOverviewSignal && hasLifecycleSignal(rawText);
+    const rawBidirectionalValueFlowPivotTextSignal = !rawPrimaryBusinessOverviewSignal &&
+        !rawLifecyclePivotTextSignal &&
+        hasBidirectionalValueFlowSignal(rawText);
+    const rawValueFlowPivotTextSignal = !rawPrimaryBusinessOverviewSignal &&
+        !rawLifecyclePivotTextSignal &&
+        (hasValueFlowSignal(rawText) ||
+            hasValueRankingSignal(rawText) ||
+            rawBidirectionalValueFlowPivotTextSignal);
     const explicitVatSuppressesBusinessOverviewContinuation = Boolean(explicitVatQuestionSignal && !rawPrimaryBusinessOverviewSignal);
     const businessOverviewContinuationSignal = hasBusinessOverviewFollowupSeed(followupSeed) &&
         hasBusinessOverviewContinuationSignal(rawText) &&
@@ -1163,7 +1259,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         hasMetadataSignal(rawText);
     const rawEntityResolutionSignal = !rawLifecycleSignal && !rawValueFlowSignal && !rawMetadataSignal && hasEntityResolutionSignal(rawText);
     const rawPayoutSignal = rawValueFlowSignal && !rawBidirectionalValueFlowSignal && hasPayoutSignal(rawText);
-    const rawValueFlowAggregateQuestionSignal = rawValueFlowSignal && hasValueFlowAggregateQuestionSignal(rawText);
+    const rawValueFlowAggregateQuestionSignal = (rawValueFlowSignal || rawValueFlowPivotTextSignal) && hasValueFlowAggregateQuestionSignal(rawText);
     const monthlyAggregationSignal = hasMonthlyAggregationSignal(rawText);
     const rawAllTimeScopeSignal = hasAllTimeScopeHint(rawText);
     const dateScopeSignalText = stripNegatedTaxDateScopeClauses(rawText);
@@ -1191,6 +1287,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const rawAction = toNonEmptyString(assistantTurnMeaning?.asked_action_family);
     const rawAggregationAxis = toNonEmptyString(assistantTurnMeaning?.asked_aggregation_axis);
     const unsupported = toNonEmptyString(assistantTurnMeaning?.unsupported_but_understood_family);
+    const assistantTurnMeaningReasonCodes = collectReasonCodes(assistantTurnMeaning?.reason_codes);
+    const compactCashflowDisplayFollowupSignal = assistantTurnMeaningReasonCodes.includes("compact_cashflow_display_current_turn_signal");
     const broadBusinessEvaluationUnsupported = unsupported === "broad_business_evaluation";
     const seededBusinessOverviewSignal = broadBusinessEvaluationUnsupported ||
         rawDomain === "business_summary" ||
@@ -1216,6 +1314,51 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
                 : profitMarginBusinessOverviewSignal
                     ? "profit_margin_boundary"
                     : "broad_evaluation";
+    const assistantTurnMeaningDateScope = toNonEmptyString(assistantTurnMeaning?.explicit_date_scope);
+    const rawAssistantTurnMeaningOrganizationScope = toNonEmptyString(assistantTurnMeaning?.explicit_organization_scope);
+    const assistantTurnMeaningOrganizationScope = isReferentialOrganizationPlaceholder(rawAssistantTurnMeaningOrganizationScope)
+        ? null
+        : rawAssistantTurnMeaningOrganizationScope;
+    const organizationSelectionFromKnown = (0, assistantOrganizationMatcher_1.resolveOrganizationSelectionFromMessage)(rawUserText ?? rawEffectiveText ?? rawSignalSourceText, knownOrganizations) ??
+        (0, assistantOrganizationMatcher_1.resolveOrganizationSelectionFromMessage)(rawSignalSourceText, knownOrganizations) ??
+        null;
+    const rawOrganizationScope = extractOrganizationScopeFromRawText(rawUserText) ??
+        extractOrganizationScopeFromRawText(rawEffectiveText) ??
+        extractOrganizationScopeFromRawText(rawSignalSourceText);
+    const semanticOrganizationScope = normalizeLooseOrganizationAlias(extractOrganizationScopeFromSemanticText(rawEffectiveText) ??
+        extractOrganizationScopeFromSemanticText(rawUserText) ??
+        extractOrganizationScopeFromSemanticText(rawSignalSourceText));
+    const predecomposeCounterpartyAsOrganizationScope = (rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
+        semanticOrganizationScope &&
+        !rawScopedEntityCandidate &&
+        !predecomposeEntities.organization
+        ? normalizeLooseOrganizationAlias(predecomposeEntities.counterparty)
+        : null;
+    const rawOrganizationMentionSignal = hasOrganizationScopeSignalUtf8(rawText) ||
+        Boolean(organizationSelectionFromKnown || rawOrganizationScope || semanticOrganizationScope || predecomposeCounterpartyAsOrganizationScope);
+    const currentTurnFreshOrganizationScope = organizationSelectionFromKnown ??
+        predecomposeEntities.organization ??
+        rawOrganizationScope ??
+        semanticOrganizationScope ??
+        predecomposeCounterpartyAsOrganizationScope;
+    const currentTurnOrganizationScope = currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
+    const predecomposeOrganizationMirrorsCounterparty = sameScopedName(predecomposeEntities.counterparty, predecomposeEntities.organization);
+    const organizationMirrorsPredecomposeCounterpartyForPivot = Boolean(sameScopedName(predecomposeEntities.counterparty, assistantTurnMeaningOrganizationScope) ||
+        sameScopedName(predecomposeEntities.counterparty, currentTurnOrganizationScope) ||
+        predecomposeOrganizationMirrorsCounterparty);
+    const normalizedPredecomposeCounterpartyForPivot = organizationMirrorsPredecomposeCounterpartyForPivot
+        ? null
+        : normalizeFollowupCounterpartyCandidate(predecomposeEntities.counterparty);
+    const rawExplicitCounterpartyPivotCandidate = rawScopedEntityCandidate ??
+        rawAssistantEntityCandidates.find((candidate) => !isInvalidEntityCandidate(candidate) &&
+            !sameScopedName(candidate, currentTurnOrganizationScope)) ??
+        normalizedPredecomposeCounterpartyForPivot ??
+        null;
+    const businessOverviewCounterpartyValueFlowPivot = Boolean(businessOverviewContinuationSignal &&
+        !rawPrimaryBusinessOverviewSignal &&
+        rawValueFlowPivotTextSignal &&
+        rawExplicitCounterpartyPivotCandidate &&
+        (rawTopicSwitchSignal || rawValueFlowAggregateQuestionSignal));
     const businessOverviewUnsupportedFamily = inventoryReserveBusinessOverviewSignal
         ? "inventory_reserve_liquidation_boundary"
         : debtDueDateBusinessOverviewSignal
@@ -1225,8 +1368,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
                 : profitMarginBusinessOverviewSignal
                     ? "profit_margin_boundary"
                     : "broad_business_evaluation";
-    const businessOverviewSignal = rawBusinessOverviewSignal ||
-        seededBusinessOverviewSignal;
+    const businessOverviewSignal = !businessOverviewCounterpartyValueFlowPivot &&
+        (rawBusinessOverviewSignal || seededBusinessOverviewSignal);
     const businessOverviewSeparateCounterpartySignal = Boolean(businessOverviewSignal && hasBusinessOverviewSeparateCounterpartySignal(rawText));
     const businessOverviewSeparateCounterpartyCandidate = businessOverviewSeparateCounterpartySignal
         ? businessOverviewSeparateCounterpartyCandidateFromText(rawText)
@@ -1244,15 +1387,6 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         hasSimpleMovementLanePivotSignal(rawText) ||
         hasMovementEvidenceFollowupSignal(rawText) ||
         hasPronounMovementEvidenceFollowupSignal(rawText);
-    const assistantTurnMeaningDateScope = toNonEmptyString(assistantTurnMeaning?.explicit_date_scope);
-    const rawAssistantTurnMeaningOrganizationScope = toNonEmptyString(assistantTurnMeaning?.explicit_organization_scope);
-    const assistantTurnMeaningOrganizationScope = isReferentialOrganizationPlaceholder(rawAssistantTurnMeaningOrganizationScope)
-        ? null
-        : rawAssistantTurnMeaningOrganizationScope;
-    const rawOrganizationMentionSignal = hasOrganizationScopeSignalUtf8(rawText);
-    const rawOrganizationScope = extractOrganizationScopeFromRawText(rawUserText ?? rawEffectiveText ?? rawSignalSourceText);
-    const currentTurnFreshOrganizationScope = predecomposeEntities.organization ?? rawOrganizationScope;
-    const currentTurnOrganizationScope = currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
     const followupCounterpartyIsMetadataOrganizationScope = Boolean(followupSeed.subjectResolutionOptional &&
         followupSeed.counterparty &&
         (followupSeed.metadataScopeHint ||
@@ -1288,7 +1422,6 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const rawOpenScopeValueFlowOrganizationSignal = Boolean(rawValueFlowSignal &&
         !rawBidirectionalValueFlowSignal &&
         explicitOrganizationScopeSignal);
-    const predecomposeOrganizationMirrorsCounterparty = sameScopedName(predecomposeEntities.counterparty, predecomposeEntities.organization);
     const organizationMirrorsPredecomposeCounterparty = Boolean((rawBidirectionalValueFlowSignal ||
         hasValueRankingSignal(rawText) ||
         rawOpenScopeValueFlowOrganizationSignal ||
@@ -1564,14 +1697,25 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const lifecycleSignal = !businessOverviewSignal && (rawLifecycleSignal || seededDomain === "counterparty_lifecycle");
     const bidirectionalValueFlowSignal = !businessOverviewSignal &&
         !lifecycleSignal &&
-        (rawBidirectionalValueFlowSignal || seededAction === "net_value_flow");
+        ((businessOverviewCounterpartyValueFlowPivot
+            ? rawBidirectionalValueFlowPivotTextSignal
+            : rawBidirectionalValueFlowSignal) ||
+            seededAction === "net_value_flow");
     const valueFlowSignal = !businessOverviewSignal &&
         !lifecycleSignal &&
         !metadataGroundedMovementLaneApplicable &&
-        (rawValueFlowSignal || seededDomain === "counterparty_value");
+        ((businessOverviewCounterpartyValueFlowPivot
+            ? rawValueFlowPivotTextSignal
+            : rawValueFlowSignal) ||
+            seededDomain === "counterparty_value");
     const payoutSignal = valueFlowSignal &&
         !bidirectionalValueFlowSignal &&
-        (rawPayoutSignal || seededAction === "payout");
+        ((businessOverviewCounterpartyValueFlowPivot
+            ? rawValueFlowPivotTextSignal &&
+                !rawBidirectionalValueFlowPivotTextSignal &&
+                hasPayoutSignal(rawText)
+            : rawPayoutSignal) ||
+            seededAction === "payout");
     const semanticDataNeed = metadataAmbiguityLaneClarificationApplicable
         ? "metadata lane clarification"
         : semanticNeedFor({
@@ -1579,17 +1723,37 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
                 ? "movements"
                 : businessOverviewSignal
                     ? "business_overview"
-                    : rawDomain ?? seededDomain,
+                    : lifecycleSignal
+                        ? "counterparty_lifecycle"
+                        : valueFlowSignal
+                            ? "counterparty_value"
+                            : rawDomain ?? seededDomain,
             action: explicitVatMovementEvidenceSignal
                 ? "list_movements"
                 : businessOverviewSignal
                     ? businessOverviewActionFamily
-                    : rawAction ?? seededAction,
+                    : lifecycleSignal
+                        ? "activity_duration"
+                        : valueFlowSignal
+                            ? bidirectionalValueFlowSignal
+                                ? "net_value_flow"
+                                : payoutSignal
+                                    ? "payout"
+                                    : rawAction ?? seededAction ?? "turnover"
+                            : rawAction ?? seededAction,
             unsupported: explicitVatMovementEvidenceSignal
                 ? "movement_evidence"
                 : businessOverviewSignal
                     ? businessOverviewUnsupportedFamily
-                    : unsupported ?? seededUnsupported,
+                    : lifecycleSignal
+                        ? "counterparty_lifecycle"
+                        : valueFlowSignal
+                            ? bidirectionalValueFlowSignal
+                                ? "counterparty_bidirectional_value_flow_or_netting"
+                                : payoutSignal
+                                    ? "counterparty_payouts_or_outflow"
+                                    : seededUnsupported ?? "counterparty_value_or_turnover"
+                            : unsupported ?? seededUnsupported,
             lifecycleSignal,
             valueFlowSignal,
             metadataSignal: rawMetadataSignal || effectiveMetadataFollowupSeedApplicable,
@@ -1733,10 +1897,14 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         }
     }
     const clarificationLoopStillNeedsPeriod = Boolean(followupSeed.loopStatus === "awaiting_clarification" && followupSeed.loopPendingAxes.includes("period"));
+    const rawTwoDigitPredecomposeYearHint = Boolean(predecomposeDateScope &&
+        /^\d{4}$/.test(predecomposeDateScope) &&
+        /\b\d{2}\b/u.test(rawText));
     const businessOverviewRawWithoutDateScope = Boolean(businessOverviewSignal &&
         !rawAllTimeScopeSignal &&
         !explicitDateScopeLiteralDetected &&
         !rawDateScope &&
+        !rawTwoDigitPredecomposeYearHint &&
         !relativeCurrentDateHintDetected);
     const predecomposeDateScopeCountsAsCurrentTurnPeriod = Boolean(predecomposeDateScope &&
         !isImplicitCurrentDateScope(predecomposeDateScope) &&
@@ -1754,6 +1922,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             (valueFlowOrganizationStaysScope && (Boolean(followupSeed.rankingNeed) || bidirectionalValueFlowSignal))));
     const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
     const topicSwitchSuppressesFollowupScope = Boolean(rawTopicSwitchSignal &&
+        !compactCashflowDisplayFollowupSignal &&
         (rawMetadataSignal ||
             businessOverviewSignal ||
             rawEntitySearchOverridesStaleScope ||
@@ -1853,16 +2022,16 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         subject_resolution_optional: metadataScopedLaneWithoutSubject || undefined,
         unsupported_but_understood_family: businessOverviewSignal
             ? businessOverviewUnsupportedFamily
-            : unsupported ??
-                (lifecycleSignal
-                    ? "counterparty_lifecycle"
-                    : valueFlowSignal
-                        ? bidirectionalValueFlowSignal
-                            ? "counterparty_bidirectional_value_flow_or_netting"
-                            : payoutSignal
-                                ? "counterparty_payouts_or_outflow"
-                                : seededUnsupported ?? "counterparty_value_or_turnover"
-                        : metadataGroundedMovementLaneApplicable
+            : lifecycleSignal
+                ? "counterparty_lifecycle"
+                : valueFlowSignal
+                    ? bidirectionalValueFlowSignal
+                        ? "counterparty_bidirectional_value_flow_or_netting"
+                        : payoutSignal
+                            ? "counterparty_payouts_or_outflow"
+                            : seededUnsupported ?? "counterparty_value_or_turnover"
+                    : unsupported ??
+                        (metadataGroundedMovementLaneApplicable
                             ? "movement_evidence"
                             : metadataGroundedDocumentLaneApplicable
                                 ? "document_evidence"
@@ -2137,6 +2306,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (businessOverviewSignal) {
         pushReason(reasonCodes, "mcp_discovery_broad_business_evaluation_route_candidate");
     }
+    if (businessOverviewCounterpartyValueFlowPivot) {
+        pushReason(reasonCodes, "mcp_discovery_business_overview_followup_pivoted_to_counterparty_value_flow");
+    }
     if (businessOverviewContinuationSignal) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_from_followup_context");
     }
@@ -2161,6 +2333,15 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (businessOverviewRawYearOverridesPredecomposeAsOf) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_raw_year_overrode_predecompose_as_of_scope");
     }
+    if (organizationSelectionFromKnown) {
+        pushReason(reasonCodes, "mcp_discovery_organization_scope_from_known_organizations");
+    }
+    if (semanticOrganizationScope) {
+        pushReason(reasonCodes, "mcp_discovery_organization_scope_from_semantic_text");
+    }
+    if (predecomposeCounterpartyAsOrganizationScope) {
+        pushReason(reasonCodes, "mcp_discovery_counterparty_reinterpreted_as_organization_scope");
+    }
     if (!(valueFlowOrganizationStaysScope && normalizedPredecomposeCounterparty === explicitOrganizationScope) &&
         normalizedPredecomposeCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");

llm_normalizer/backend/dist/services/assistantRoutePolicy.js

@@ -27,6 +27,7 @@ const ADDRESS_INTENTS_KEEP_ADDRESS_LANE = new Set([
     "inventory_purchase_documents_for_item",
     "inventory_supplier_stock_overlap_as_of_date",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain",
     "inventory_aging_by_purchase_date",
@@ -40,6 +41,7 @@ const ADDRESS_INTENTS_ALLOW_STRICT_DEEP_INVESTIGATION_BYPASS = new Set([
     "inventory_purchase_provenance_for_item",
     "inventory_purchase_documents_for_item",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain"
 ]);
@@ -204,7 +206,7 @@ function createAssistantRoutePolicy(deps) {
             : null;
         const semanticCanonicalRecommended = semanticExtractionContract?.apply_canonical_recommended !== false;
         const llmSupportedDeepAddressIntentSignal = llmContractMode === "deep_analysis" &&
-            /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain)$/u.test(llmContractIntent ?? "") &&
+            /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_margin_ranking_for_nomenclature|inventory_profitability_for_item|inventory_purchase_to_sale_chain)$/u.test(llmContractIntent ?? "") &&
             semanticCanonicalRecommended;
         const llmCanonicalEntitySignal = /(?:заказчик|поставщик|контрагент|компан|customer|supplier|counterparty|company|vendor|client)/iu.test(compactWhitespace(repairedInputMessage.toLowerCase()));
         const llmCanonicalAppliedSignal = Boolean(llmPreDecomposeMeta?.applied) && llmContractMode !== "deep_analysis";
@@ -313,6 +315,21 @@ function createAssistantRoutePolicy(deps) {
         const hasTemporalCue = /(?:на\s+эту\s+же\s+дат[ауеы]|на\s+тот\s+же\s+период|за\s+этот\s+же\s+период|за\s+этот\s+период|март|апрел|ма[йя]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
         return hasRequestCue && hasTemporalCue;
     }
+    function hasInventoryMarginRankingContinuationSignal(text) {
+        const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase()).replace(/ё/g, "е");
+        if (!normalized) {
+            return false;
+        }
+        const wantsFoundRows = /(?:покажи|показать|выведи|дай|раскрой|show|list)/iu.test(normalized) &&
+            /(?:найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+            /(?:себестоимостн|реализац|марж|прибыл|номенклатур)/iu.test(normalized);
+        const account41Not01 = /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+            /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+            /(?:\bне\b|вместо|а\s+не|not|instead)/iu.test(normalized);
+        const periodExpansion = /(?:расширь|расширить|возьми|давай|покажи|за|на|до|весь|год|квартал|месяц|expand|period)/iu.test(normalized) &&
+            /(?:январ|феврал|март|апрел|ма[йяе]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
+        return wantsFoundRows || account41Not01 || periodExpansion;
+    }
     function hasOrganizationClarificationTextCue(text) {
         const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
         if (!normalized) {
@@ -479,6 +496,7 @@ function createAssistantRoutePolicy(deps) {
             hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage);
         const followupPreviousIntent = toNonEmptyString(followupContext?.previous_intent);
+        const followupRootIntent = toNonEmptyString(followupContext?.root_intent);
         const followupPreviousFilters = followupContext?.previous_filters && typeof followupContext.previous_filters === "object"
             ? followupContext.previous_filters
             : null;
@@ -513,6 +531,16 @@ function createAssistantRoutePolicy(deps) {
                 hasShortInventoryObjectFollowupSignal(repairedRawUserMessage) ||
                 hasShortInventoryObjectFollowupSignal(effectiveAddressUserMessage) ||
                 hasShortInventoryObjectFollowupSignal(repairedEffectiveAddressUserMessage)));
+        const protectedInventoryMarginRankingFollowup = Boolean(followupContext &&
+            (followupPreviousIntent === "inventory_margin_ranking_for_nomenclature" ||
+                followupRootIntent === "inventory_margin_ranking_for_nomenclature") &&
+            !dataScopeMetaQuery &&
+            !capabilityMetaQuery &&
+            !dangerOrCoercionSignal &&
+            (hasInventoryMarginRankingContinuationSignal(rawUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(repairedRawUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(effectiveAddressUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(repairedEffectiveAddressUserMessage)));
         const organizationClarificationContinuationDetected = Boolean((followupContext || continuitySnapshot.hasGroundedAddressContext) &&
             lastOrganizationClarificationDebug &&
             explicitOrganizationClarificationSelection &&
@@ -569,6 +597,7 @@ function createAssistantRoutePolicy(deps) {
             !baseToolGatePreservesAddressLane &&
             !effectiveGroundedValueFlowFollowupContextDetected &&
             !protectedInventoryShortFollowup &&
+            !protectedInventoryMarginRankingFollowup &&
             !organizationClarificationContinuationDetected &&
             !routeCandidateOrganizationClarificationDetected);
         const lastAddressAssistantDebug = sessionItems
@@ -1078,6 +1107,7 @@ function createAssistantRoutePolicy(deps) {
             hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage) ||
+            protectedInventoryMarginRankingFollowup ||
             inventoryRootRestatementFollowupDetected);
         const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
             hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
@@ -1114,7 +1144,9 @@ function createAssistantRoutePolicy(deps) {
                 resolvedIntentResolution.intent === "unknown" &&
                 (!llmContractIntent || llmContractIntent === "unknown"));
         const exactAddressIntentProtectedFromSemanticDeepHint = laneProtectionArbitration.exactAddressIntentProtectedFromSemanticDeepHint;
-        const protectAddressLaneFromFallback = Boolean(laneProtectionArbitration.protectAddressLaneFromFallback || customerValueRankingAddressSignal);
+        const protectAddressLaneFromFallback = Boolean(laneProtectionArbitration.protectAddressLaneFromFallback ||
+            customerValueRankingAddressSignal ||
+            protectedInventoryMarginRankingFollowup);
         const vatExplainFollowupSignal = Boolean(followupContext &&
             toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
             /(?:\u043f\u043e\u0447\u0435\u043c\u0443|why).*(?:\u043f\u0440\u043e\u0433\u043d\u043e\u0437|forecast).*(?:\u0443\u043f\u043b\u0430\u0442|payable|\b0\b)/iu.test(compactWhitespace(`${repairedRawUserMessage} ${repairedEffectiveAddressUserMessage}`)));
@@ -1194,7 +1226,7 @@ function createAssistantRoutePolicy(deps) {
         let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
         let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
         const semanticAddressLaneRecovery = Boolean(!runAddressLane &&
-            supportedAddressRouteCandidateDetected &&
+            (supportedAddressRouteCandidateDetected || protectedInventoryMarginRankingFollowup) &&
             !deepAnalysisPreferenceDetected &&
             !unsupportedAddressIntentFallbackToDeep &&
             !deepAnalysisSignalFallbackToDeep &&
@@ -1203,9 +1235,11 @@ function createAssistantRoutePolicy(deps) {
         if (semanticAddressLaneRecovery) {
             runAddressLane = true;
             toolGateDecision = "run_address_lane";
-            toolGateReason = resolvedIntentResolution.intent !== "unknown" || llmContractIntent
-                ? "address_intent_resolver_detected"
-                : "address_signal_detected";
+            toolGateReason = protectedInventoryMarginRankingFollowup
+                ? "followup_context_detected"
+                : resolvedIntentResolution.intent !== "unknown" || llmContractIntent
+                    ? "address_intent_resolver_detected"
+                    : "address_signal_detected";
         }
         if (unsupportedAddressIntentFallbackToDeep) {
             runAddressLane = false;

llm_normalizer/backend/dist/services/assistantRuntimeContractRegistry.js

@@ -310,6 +310,18 @@ exports.INVENTORY_CAPABILITY_CONTRACTS = [
         answerObjectShape: "inventory_profitability_bundle",
         bundleReusePolicy: "sale_trace_bundle_preferred"
     }),
+    inventoryExactCapability({
+        capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        intent_ids: ["inventory_margin_ranking_for_nomenclature"],
+        entry_modes: ["root_entry", "root_followup", "clarification_resume"],
+        transitions: ["T1", "T2", "T7"],
+        requiresFocusObject: false,
+        requiredAnchors: ["period"],
+        resultShape: "nomenclature_margin_ranking",
+        answerObjectShape: "inventory_margin_ranking",
+        bundleReusePolicy: "none",
+        scenarioFamilies: ["canonical", "colloquial", "account_41_correction"]
+    }),
     inventoryExactCapability({
         capability_id: "inventory_inventory_purchase_to_sale_chain",
         intent_ids: ["inventory_purchase_to_sale_chain"],

llm_normalizer/backend/dist/services/assistantTransitionPolicy.js

@@ -7,6 +7,26 @@ function createAssistantTransitionPolicy(deps) {
     function normalizeFollowupText(value) {
         return deps.compactWhitespace(deps.repairAddressMojibake(String(value ?? "")).toLowerCase()).replace(/ё/g, "е");
     }
+    function hasInventoryMarginRankingFollowupSignal(userMessage, alternateMessage = null, sourceIntentHint = null) {
+        if (sourceIntentHint !== "inventory_margin_ranking_for_nomenclature") {
+            return false;
+        }
+        return [userMessage, alternateMessage]
+            .filter((value) => deps.toNonEmptyString(value))
+            .map((value) => deps.compactWhitespace(deps.repairAddressMojibake(String(value ?? "")).toLowerCase()).replace(/ё/g, "е"))
+            .some((normalized) => {
+            if (!normalized) {
+                return false;
+            }
+            const wantsFoundRows = /(?:покажи|показать|выведи|дай|раскрой|show|list|покажи|показать|выведи|дай|раскрой)/iu.test(normalized) &&
+                /(?:найденн|строк|реализац|себестоимостн|баз|найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+                /(?:себестоимостн|реализац|марж|прибыл|номенклатур|себестоимостн|реализац|марж|прибыл|номенклат)/iu.test(normalized);
+            const account41Not01 = /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+                /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+                /(?:\bне\b|вместо|а\s+не|not|instead|РЅРµ|вместо|Р°\s+РЅРµ)/iu.test(normalized);
+            return wantsFoundRows || account41Not01;
+        });
+    }
     function hasSamePeriodReferenceCue(...values) {
         return values
             .map((value) => normalizeFollowupText(value))
@@ -469,8 +489,24 @@ function createAssistantTransitionPolicy(deps) {
                 llmPreDecomposeMeta
             })
             : null;
+        const hasCompactCashflowFollowupCue = (value) => {
+            const normalized = normalizeFollowupText(value);
+            if (!normalized) {
+                return false;
+            }
+            const hasCompactCue = /(?:\u043a\u043e\u0440\u043e\u0442\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u0431\u0435\u0437\s+\u0442\u043e\u043f\p{L}*)/iu.test(normalized);
+            const hasCashflowCue = /(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u0437\u0430\u043f\u043b\u0430\u0442|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043d\u0435\u0442\u0442\u043e)/iu.test(normalized);
+            return hasCompactCue && hasCashflowCue;
+        };
+        const compactCashflowFollowupSignal = hasShortValueFlowRetargetCue(userMessage) ||
+            hasCompactCashflowFollowupCue(userMessage) ||
+            (deps.toNonEmptyString(alternateMessage)
+                ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
+                    hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
+                : false);
         if (assistantTurnMeaning?.stale_replay_forbidden === true &&
-            !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage)) {
+            !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage) &&
+            !compactCashflowFollowupSignal) {
             return null;
         }
         const latestAddressItem = deps.findLastAddressAssistantItem(items);
@@ -535,7 +571,8 @@ function createAssistantTransitionPolicy(deps) {
         const hasValueFlowCarryoverSourceHint = sourceIntentHint === "customer_revenue_and_payments" ||
             sourceDiscoveryPilotScopeHint === "counterparty_value_flow_query_movements_v1" ||
             sourceDiscoveryPilotScopeHint === "counterparty_supplier_payout_query_movements_v1" ||
-            sourceDiscoveryPilotScopeHint === "counterparty_bidirectional_value_flow_query_movements_v1";
+            sourceDiscoveryPilotScopeHint === "counterparty_bidirectional_value_flow_query_movements_v1" ||
+            sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
         const hasBusinessOverviewCarryoverSourceHint = sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
         const navigationSessionState = (0, assistantContinuityPolicy_1.resolveNavigationSessionContextState)(addressNavigationState, deps.toNonEmptyString, deps.normalizeOrganizationScopeValue);
         const navigationFocusObjectHint = navigationSessionState.focusObject;
@@ -545,6 +582,7 @@ function createAssistantTransitionPolicy(deps) {
                 sourceIntentHint === "inventory_supplier_stock_overlap_as_of_date" ||
                 deps.isInventorySelectedObjectIntent(sourceIntentHint)));
         const inventoryPurchaseDateVatBridge = hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasNavigationInventoryItemFocusHint);
+        const inventoryMarginRankingFollowup = hasInventoryMarginRankingFollowupSignal(userMessage, alternateMessage, sourceIntentHint);
         let inventoryShortFollowupPrimary = (deps.isInventorySelectedObjectIntent(sourceIntentHint) || hasNavigationInventoryItemFocusHint) &&
             deps.hasShortInventoryObjectFollowupSignal(userMessage);
         let inventoryShortFollowupAlternate = (deps.isInventorySelectedObjectIntent(sourceIntentHint) || hasNavigationInventoryItemFocusHint) &&
@@ -558,9 +596,11 @@ function createAssistantTransitionPolicy(deps) {
             ? deps.resolveDebtRoleSwapFollowupIntent(String(alternateMessage ?? ""), sourceIntentHint)
             : null;
         const debtRoleSwapIntent = debtRoleSwapPrimary ?? debtRoleSwapAlternate ?? null;
-        const shortValueFlowRetargetPrimary = hasValueFlowCarryoverSourceHint && hasShortValueFlowRetargetCue(userMessage);
+        const shortValueFlowRetargetPrimary = hasValueFlowCarryoverSourceHint &&
+            (hasShortValueFlowRetargetCue(userMessage) || hasCompactCashflowFollowupCue(userMessage));
         const shortValueFlowRetargetAlternate = hasValueFlowCarryoverSourceHint && deps.toNonEmptyString(alternateMessage)
-            ? hasShortValueFlowRetargetCue(String(alternateMessage ?? ""))
+            ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
+                hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
             : false;
         const businessOverviewBoundaryFollowupPrimary = hasBusinessOverviewCarryoverSourceHint && hasBusinessOverviewBoundaryFollowupCue(userMessage);
         const businessOverviewBoundaryFollowupAlternate = hasBusinessOverviewCarryoverSourceHint && deps.toNonEmptyString(alternateMessage)
@@ -573,6 +613,7 @@ function createAssistantTransitionPolicy(deps) {
             businessOverviewBoundaryFollowupPrimary ||
             inventoryShortFollowupPrimary ||
             inventoryPurchaseDateVatBridge ||
+            inventoryMarginRankingFollowup ||
             explicitSummaryBundleReuseSignal ||
             mcpDiscoveryOrganizationClarificationContinuation;
         let hasAlternateFollowupSignal = deps.toNonEmptyString(alternateMessage)
@@ -582,6 +623,7 @@ function createAssistantTransitionPolicy(deps) {
                 businessOverviewBoundaryFollowupAlternate ||
                 inventoryShortFollowupAlternate ||
                 inventoryPurchaseDateVatBridge ||
+                inventoryMarginRankingFollowup ||
                 explicitSummaryBundleReuseSignal ||
                 mcpDiscoveryOrganizationClarificationContinuation
             : false;
@@ -622,6 +664,7 @@ function createAssistantTransitionPolicy(deps) {
             shortValueFlowRetargetAlternate ||
             businessOverviewBoundaryFollowupPrimary ||
             businessOverviewBoundaryFollowupAlternate ||
+            inventoryMarginRankingFollowup ||
             deps.hasFollowupMarker(userMessage) ||
             deps.hasReferentialPointer(userMessage) ||
             (deps.toNonEmptyString(alternateMessage)
@@ -645,6 +688,7 @@ function createAssistantTransitionPolicy(deps) {
             shortValueFlowRetargetAlternate ||
             businessOverviewBoundaryFollowupPrimary ||
             businessOverviewBoundaryFollowupAlternate ||
+            inventoryMarginRankingFollowup ||
             deps.hasFollowupMarker(userMessage) ||
             deps.hasReferentialPointer(userMessage) ||
             (deps.toNonEmptyString(alternateMessage)
@@ -757,6 +801,7 @@ function createAssistantTransitionPolicy(deps) {
             !inventoryShortFollowupAlternate &&
             !businessOverviewBoundaryFollowupPrimary &&
             !businessOverviewBoundaryFollowupAlternate &&
+            !inventoryMarginRankingFollowup &&
             !foreignAccountingPivotOverInventory &&
             !deps.hasFollowupMarker(userMessage) &&
             !deps.hasReferentialPointer(userMessage) &&
@@ -816,6 +861,7 @@ function createAssistantTransitionPolicy(deps) {
                 businessOverviewBoundaryFollowupPrimary ||
                 inventoryShortFollowupPrimary ||
                 inventoryPurchaseDateVatBridge ||
+                inventoryMarginRankingFollowup ||
                 explicitSummaryBundleReuseSignal ||
                 hasInventoryRootTemporalFollowupPrimary ||
                 mcpDiscoveryOrganizationClarificationContinuation;
@@ -827,6 +873,7 @@ function createAssistantTransitionPolicy(deps) {
                 businessOverviewBoundaryFollowupAlternate ||
                 inventoryShortFollowupAlternate ||
                 inventoryPurchaseDateVatBridge ||
+                inventoryMarginRankingFollowup ||
                 explicitSummaryBundleReuseSignal ||
                 hasInventoryRootTemporalFollowupAlternate ||
                 mcpDiscoveryOrganizationClarificationContinuation
@@ -849,6 +896,7 @@ function createAssistantTransitionPolicy(deps) {
                 shortValueFlowRetargetAlternate ||
                 businessOverviewBoundaryFollowupPrimary ||
                 businessOverviewBoundaryFollowupAlternate ||
+                inventoryMarginRankingFollowup ||
                 deps.hasFollowupMarker(userMessage) ||
                 deps.hasReferentialPointer(userMessage) ||
                 (deps.toNonEmptyString(alternateMessage)

llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js

@@ -24,6 +24,7 @@ const SUPPORTED_ADDRESS_INTENTS = new Set([
     "inventory_purchase_documents_for_item",
     "inventory_supplier_stock_overlap_as_of_date",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain",
     "inventory_aging_by_purchase_date",
@@ -133,6 +134,72 @@ function detectCounterpartyTurnoverFamily(text) {
         entity
     };
 }
+function hasCompactOrganizationCashflowDisplaySignal(text) {
+    const normalized = String(text ?? "");
+    if (!normalized) {
+        return false;
+    }
+    const hasCompactCue = /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0441\u043f\u0438\u0441(?:\u043a\p{L}*)?|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*)/iu.test(normalized);
+    if (!hasCompactCue) {
+        return false;
+    }
+    const hasMoneyCue = /(?:\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0441\u043f\u0438\u0441\u0430\p{L}*|\u043d\u0435\u0442\u0442\u043e|cash|money|incoming|outgoing|net)/iu.test(normalized);
+    const hasOrganizationEarningsCue = /(?:\u0434\u0430\u0439|\u043f\u043e\u043a\u0430\u0436\p{L}*|\u0438\u0442\u043e\u0433\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|show|give|earned|received|paid)/iu.test(normalized);
+    const hasExplicitExclusionCue = /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(normalized);
+    const hasSpecificCounterpartyScope = detectScopedCounterpartyEntity(normalized) !== null;
+    return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue && !hasSpecificCounterpartyScope;
+}
+function detectScopedCounterpartyEntity(text) {
+    const patterns = [
+        /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+(.+?)(?=$|[,.;:!?]|\s+(?:\u0437\u0430|\u043d\u0430|\u0432|\u0432\u043e|\u043a|\u043f\u043e|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a|\u043a\u0430\u043a|\u043a\u0430\u043a\u043e\u0435|\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0432\u0445\u043e\u0434\p{L}*)(?=$|[\s,.;:!?]))/iu,
+        /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+([\p{L}\d._-]{2,})(?=$|[\s,.;:!?])/iu
+    ];
+    const ignored = new Set([
+        "\u0433\u043e\u0434",
+        "\u0433\u043e\u0434\u0430",
+        "\u043f\u0435\u0440\u0438\u043e\u0434",
+        "\u043f\u0435\u0440\u0438\u043e\u0434\u0430",
+        "\u043c\u0435\u0441\u044f\u0446",
+        "\u043c\u0435\u0441\u044f\u0446\u0430",
+        "\u043a\u0432\u0430\u0440\u0442\u0430\u043b",
+        "\u043a\u0432\u0430\u0440\u0442\u0430\u043b\u0430",
+        "\u0434\u0435\u043d\u044c\u0433\u0438",
+        "\u043d\u0435\u0442\u0442\u043e",
+        "\u0441\u0430\u043b\u044c\u0434\u043e",
+        "year",
+        "period",
+        "month",
+        "quarter",
+        "net"
+    ]);
+    for (const pattern of patterns) {
+        const rawEntity = text.match(pattern)?.[1]?.trim() ?? "";
+        if (!rawEntity) {
+            continue;
+        }
+        const entity = rawEntity.replace(/^["'«»]+|["'«»]+$/gu, "").trim();
+        if (entity.length >= 2 && !ignored.has(entity)) {
+            return entity;
+        }
+    }
+    return null;
+}
+function detectCounterpartyBidirectionalValueFlowFamily(text) {
+    const hasNetCue = /(?:\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|net\s+(?:flow|cash|payment)|cash\s+net)/iu.test(text);
+    const hasIncomingCue = /(?:\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0432\u0445\u043e\u0434\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|received|incoming)/iu.test(text);
+    const hasOutgoingCue = /(?:\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0441\u043f\u0438\u0441\u0430\u043d\p{L}*|paid|outgoing|payment)/iu.test(text);
+    if (!(hasNetCue || (hasIncomingCue && hasOutgoingCue))) {
+        return null;
+    }
+    const entity = detectScopedCounterpartyEntity(text);
+    if (!entity) {
+        return null;
+    }
+    return {
+        family: "counterparty_bidirectional_value_flow_or_netting",
+        entity
+    };
+}
 function hasExplicitCounterpartyValueObject(text) {
     return /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0434\u043e\u0433\u043e\u0432\u043e\u0440|\u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442|\u0442\u043e\u0432\u0430\u0440|\u043d\u043e\u043c\u0435\u043d\u043a\u043b\u0430\u0442\u0443\u0440|\u0441\u0434\u0435\u043b\u043a|customer|client|counterparty|supplier|vendor|contract|item|product|deal)/iu.test(text);
 }
@@ -279,14 +346,14 @@ function detectBroadBusinessEvaluation(text) {
     }
     return null;
 }
-function buildEntityCandidates(counterpartyTurnover) {
-    if (!counterpartyTurnover?.entity) {
+function buildEntityCandidates(entityFamily) {
+    if (!entityFamily?.entity) {
         return [];
     }
     return [
         {
             type: "counterparty",
-            value: counterpartyTurnover.entity,
+            value: entityFamily.entity,
             source: "current_turn_loose_entity_tail"
         }
     ];
@@ -298,29 +365,43 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
         const rawText = normalizeTurnText(rawMessage, deps);
         const effectiveText = normalizeTurnText(effectiveMessage, deps);
         const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
-        const supportedIntent = detectSupportedIntent(joinedText, deps);
-        const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
+        const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
+        const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
+        const counterpartyBidirectionalValueFlow = compactOrganizationCashflowDisplay ? null : detectCounterpartyBidirectionalValueFlowFamily(joinedText);
+        const counterpartyTurnover = compactOrganizationCashflowDisplay ? null : detectCounterpartyTurnoverFamily(joinedText);
         const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
-        const broadBusinessEvaluation = selectedObjectInventoryExact ? null : detectBroadBusinessEvaluation(joinedText);
+        const broadBusinessEvaluation = compactOrganizationCashflowDisplay
+            ? { family: "broad_business_evaluation" }
+            : selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
+                ? null
+                : detectBroadBusinessEvaluation(joinedText);
         const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
         const explicitIntentCandidate = broadBusinessEvaluation?.family
             ? null
             : supportedIntent?.intent ?? (llmIntent && llmIntent !== "unknown" ? llmIntent : null);
         const unsupportedFamily = broadBusinessEvaluation?.family
             ? broadBusinessEvaluation.family
-            : !explicitIntentCandidate && counterpartyTurnover?.family
-                ? counterpartyTurnover.family
-                : null;
+            : !explicitIntentCandidate && counterpartyBidirectionalValueFlow?.family
+                ? counterpartyBidirectionalValueFlow.family
+                : !explicitIntentCandidate && counterpartyTurnover?.family
+                    ? counterpartyTurnover.family
+                    : null;
         const reasonCodes = [];
         if (supportedIntent?.reason) {
             reasonCodes.push(supportedIntent.reason);
         }
+        if (counterpartyBidirectionalValueFlow?.family) {
+            reasonCodes.push("counterparty_bidirectional_value_flow_current_turn_signal");
+        }
         if (counterpartyTurnover?.family) {
             reasonCodes.push("counterparty_turnover_current_turn_signal");
         }
         if (broadBusinessEvaluation?.family) {
             reasonCodes.push("broad_business_evaluation_current_turn_signal");
         }
+        if (compactOrganizationCashflowDisplay) {
+            reasonCodes.push("compact_cashflow_display_current_turn_signal");
+        }
         if (rawText !== normalizeTurnText(rawMessage, { ...deps, repairAddressMojibake: (value) => String(value ?? "") })) {
             reasonCodes.push("mojibake_repair_applied");
         }
@@ -338,32 +419,39 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
                         ? "inventory"
                         : broadBusinessEvaluation?.family
                             ? "business_summary"
-                            : explicitIntentCandidate?.includes("counterparty")
-                                ? "counterparty"
-                                : counterpartyTurnover?.family
+                            : counterpartyBidirectionalValueFlow?.family
+                                ? "counterparty_value"
+                                : explicitIntentCandidate?.includes("counterparty")
                                     ? "counterparty"
-                                    : null;
+                                    : counterpartyTurnover?.family
+                                        ? "counterparty"
+                                        : null;
         const askedActionFamily = explicitIntentCandidate === "receivables_confirmed_as_of_date" ||
             explicitIntentCandidate === "payables_confirmed_as_of_date" ||
             explicitIntentCandidate === "inventory_on_hand_as_of_date"
             ? "confirmed_snapshot"
             : broadBusinessEvaluation?.family
                 ? "broad_evaluation"
-                : explicitIntentCandidate === "customer_revenue_and_payments" ||
-                    explicitIntentCandidate === "supplier_payouts_profile"
-                    ? "counterparty_value_or_turnover"
-                    : explicitIntentCandidate === "vat_liability_confirmed_for_tax_period"
-                        ? "confirmed_tax_period"
-                        : explicitIntentCandidate === "vat_payable_confirmed_as_of_date"
-                            ? "confirmed_snapshot"
-                            : explicitIntentCandidate === "vat_payable_forecast"
-                                ? "forecast"
-                                : explicitIntentCandidate === "list_documents_by_counterparty"
-                                    ? "list_documents"
-                                    : counterpartyTurnover?.family
-                                        ? "counterparty_value_or_turnover"
-                                        : null;
-        const staleReplayForbidden = Boolean(unsupportedFamily || broadBusinessEvaluation?.family || (counterpartyTurnover?.entity && !explicitIntentCandidate));
+                : counterpartyBidirectionalValueFlow?.family
+                    ? "net_value_flow"
+                    : explicitIntentCandidate === "customer_revenue_and_payments" ||
+                        explicitIntentCandidate === "supplier_payouts_profile"
+                        ? "counterparty_value_or_turnover"
+                        : explicitIntentCandidate === "vat_liability_confirmed_for_tax_period"
+                            ? "confirmed_tax_period"
+                            : explicitIntentCandidate === "vat_payable_confirmed_as_of_date"
+                                ? "confirmed_snapshot"
+                                : explicitIntentCandidate === "vat_payable_forecast"
+                                    ? "forecast"
+                                    : explicitIntentCandidate === "list_documents_by_counterparty"
+                                        ? "list_documents"
+                                        : counterpartyTurnover?.family
+                                            ? "counterparty_value_or_turnover"
+                                            : null;
+        const staleReplayForbidden = Boolean(unsupportedFamily ||
+            broadBusinessEvaluation?.family ||
+            (counterpartyBidirectionalValueFlow?.entity && !explicitIntentCandidate) ||
+            (counterpartyTurnover?.entity && !explicitIntentCandidate));
         return {
             schema_version: "assistant_turn_meaning_v1",
             raw_message: rawMessage,
@@ -373,10 +461,13 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
             asked_domain_family: askedDomainFamily,
             asked_action_family: askedActionFamily,
             explicit_intent_candidate: explicitIntentCandidate,
-            explicit_entity_candidates: broadBusinessEvaluation?.family ? [] : buildEntityCandidates(counterpartyTurnover),
+            explicit_entity_candidates: broadBusinessEvaluation?.family
+                ? []
+                : buildEntityCandidates(counterpartyBidirectionalValueFlow ?? counterpartyTurnover),
             meaning_confidence: broadBusinessEvaluation?.family
                 ? "medium"
-                : supportedIntent?.confidence ?? (counterpartyTurnover?.family ? "medium" : "low"),
+                : supportedIntent?.confidence ??
+                    (counterpartyBidirectionalValueFlow?.family || counterpartyTurnover?.family ? "medium" : "low"),
             intent_override_strength: explicitIntentCandidate
                 ? "explicit_current_turn_intent"
                 : staleReplayForbidden

llm_normalizer/backend/dist/services/capabilitiesRegistry.js

@@ -198,21 +198,23 @@ function loadCapabilitiesRegistry() {
     }
 }
 function buildCapabilityContractReplyFromRegistry() {
-    const registry = loadCapabilitiesRegistry();
-    const topGroups = registry.groups.filter((group) => group.group_code !== "boundaries").slice(0, 6);
-    const groupLines = topGroups.map((group, index) => {
-        const examples = group.typical_queries
-            .slice(0, 2)
-            .map((query) => query.trim())
-            .filter((query) => query.length > 0)
-            .join("; ");
-        return `${index + 1}. ${group.group_title}: ${group.description}${examples ? `. Например: ${examples}` : "."}`;
-    });
     return [
-        "Могу помочь с вопросами по данным 1С в режиме чтения: НДС, контрагенты, долги, деньги и склад.",
-        "По основным группам:",
-        ...groupLines,
-        "Если нужно, подскажу, как лучше сформулировать запрос под вашу задачу.",
+        "Могу быстро смотреть управленческие вещи по данным 1С в режиме чтения.",
+        "",
+        "- кто должен денег и кому должны;",
+        "- какой год или месяц был самым денежным;",
+        "- какие контрагенты дают основной поток;",
+        "- что лежит на складе и какие остатки стареют;",
+        "- сколько НДС к уплате за период;",
+        "- какие документы, оплаты и договоры есть по контрагенту.",
+        "",
+        "Примеры запросов:",
+        "- кто самый доходный клиент за все время",
+        "- что зависло на складе",
+        "- кому мы должны на сегодня",
+        "- какое нетто по СВК за 2020",
+        "- сколько НДС к уплате за 4 квартал 2019",
+        "",
         "Что не делаю: не настраиваю 1С, не меняю конфигурацию, не создаю и не провожу документы, не выполняю админ-действия на сервере."
     ].join("\n");
 }

llm_normalizer/backend/dist/services/routeHintAdapter.js

@@ -31,6 +31,8 @@ function toRouteHintSummaryV1(normalized) {
 }
 const ACCOUNT_HINT_PATTERN = /(?:\b(?:account|acct|schet|счет|сч)\s*[:#]?\s*(?:[1-9][0-9](?:[./-][0-9]{1,2})?)|\b(?:19|20|21|23|25|26|28|29|44|51|60|62|68)\b)/i;
 const PERIOD_PATTERN = /\b20\d{2}(?:[-./](?:0[1-9]|1[0-2]))?\b/i;
+const BIDIRECTIONAL_VALUE_FLOW_PATTERN = /(?:\b(?:receive(?:d)?|received|get|got|incoming|inflow|paid|payment|payments|outgoing|outflow|net|netto|cash\s*flow)\b|получ(?:ить|ил[аи]?|ено|аем|или)|поступ(?:ил[аи]?|ление|ления)|заплат(?:ить|ил[аи]?|или)|оплат(?:ить|ил[аи]?|ы|или)|входящ(?:ий|ие|их)|исходящ(?:ий|ие|их)|нетто|сальдо)/iu;
+const COUNTERPARTY_SCOPE_PATTERN = /(?:\b(?:counterparty|supplier|customer|vendor|client|bank)\b|контрагент|поставщик|покупател|клиент|заказчик|банк|сбербанк|по\s+(?:ип|ооо|пао|зао|оао|группа)\b)/iu;
 const SYMPTOM_MARKER_PATTERN = /(?:\bsymptom\b|\banomaly\b|\bproblem\b|\bissue\b|\btail\b|\bhanging\b|\bblocked\b|\bincomplete\b|remains?\s+open|not\s+(?:confirmed|observed|resolved|closed)|не\s+(?:подтвержден|закрыт|наблюдается)|хвост|сбой|проблем)/i;
 const LIFECYCLE_MARKER_PATTERN = /(?:\blifecycle\b|\bchain\b|\btransition\b|\bstep\b|\btrace\b|цепоч|этап|переход|связк|где\s+разрыв)/i;
 const CHAIN_BREAK_PATTERN = /(?:\bbreak\b|\bbroken\b|\bgap\b|missing\s+(?:transition|step|link)|chain\s+break|разрыв|обрыв|нет\s+переход|не\s+дошл|не\s+наблюд)/i;
@@ -54,6 +56,13 @@ exports.ROUTE_DISCIPLINE_RULE_TABLE = [
         forbidden_fallback: ["store_canonical", "hybrid_store_plus_live"],
         description: "Ranking and period summary queries require analytical batch path."
     },
+    {
+        query_class: "bidirectional_value_flow",
+        required_route: "hybrid_store_plus_live",
+        allowed_fallback: ["no_route"],
+        forbidden_fallback: ["store_canonical"],
+        description: "Scoped bidirectional value-flow questions require hybrid evidence path."
+    },
     {
         query_class: "symptom_first",
         required_route: "hybrid_store_plus_live",
@@ -155,6 +164,17 @@ function hasAmbiguitySignal(fragment, lowerText) {
 function hasAccountOrPeriodAnchor(fragment, lowerText) {
     return fragment.account_hints.length > 0 || ACCOUNT_HINT_PATTERN.test(lowerText) || PERIOD_PATTERN.test(lowerText);
 }
+function hasBidirectionalValueFlowSignal(fragment, lowerText) {
+    if (fragment.flags.asks_for_ranking_or_top || fragment.flags.asks_for_period_summary) {
+        return false;
+    }
+    return BIDIRECTIONAL_VALUE_FLOW_PATTERN.test(lowerText);
+}
+function hasCounterpartyScopeSignal(fragment, lowerText) {
+    return (COUNTERPARTY_SCOPE_PATTERN.test(lowerText) ||
+        fragment.entity_hints.some((hint) => hint.trim().length > 0) ||
+        fragment.candidate_labels.includes("cross_entity"));
+}
 function resolveRouteClass(fragment) {
     const lowerText = mergedFragmentText(fragment);
     const symptomSignal = hasSymptomSignal(fragment, lowerText);
@@ -164,12 +184,17 @@ function resolveRouteClass(fragment) {
     const causalSignal = hasCausalSignal(lowerText);
     const ambiguitySignal = hasAmbiguitySignal(fragment, lowerText);
     const accountOrPeriodAnchor = hasAccountOrPeriodAnchor(fragment, lowerText);
+    const bidirectionalValueFlowSignal = hasBidirectionalValueFlowSignal(fragment, lowerText);
+    const counterpartyScopeSignal = hasCounterpartyScopeSignal(fragment, lowerText);
     if (fragment.flags.asks_for_exact_object_trace) {
         return ROUTE_DISCIPLINE_RULE_MAP.get("exact_object_trace");
     }
     if (fragment.flags.asks_for_ranking_or_top || fragment.flags.asks_for_period_summary) {
         return ROUTE_DISCIPLINE_RULE_MAP.get("ranking_or_period_summary");
     }
+    if (bidirectionalValueFlowSignal && counterpartyScopeSignal) {
+        return ROUTE_DISCIPLINE_RULE_MAP.get("bidirectional_value_flow");
+    }
     if (ambiguitySignal && (symptomSignal || lifecycleSignal || chainBreakSignal || periodImpactSignal || causalSignal)) {
         return ROUTE_DISCIPLINE_RULE_MAP.get("mixed_ambiguity");
     }
@@ -205,7 +230,8 @@ function shouldPromoteFromNoRoute(fragment, rule) {
         hasLifecycleSignal(fragment, lowerText) ||
         hasChainBreakSignal(lowerText) ||
         hasPeriodImpactSignal(lowerText) ||
-        hasCausalSignal(lowerText);
+        hasCausalSignal(lowerText) ||
+        (hasBidirectionalValueFlowSignal(fragment, lowerText) && hasCounterpartyScopeSignal(fragment, lowerText));
     const hasAnchor = hasAccountOrPeriodAnchor(fragment, lowerText) ||
         fragment.candidate_labels.includes("cross_entity") ||
         DOMAIN_LEXICAL_ANCHOR_PATTERN.test(lowerText);

llm_normalizer/backend/src/routes/autoRuns.ts

@@ -1287,7 +1287,8 @@ function loadSessionDialog(runId: string, caseId: string): {
     text: toStringSafe(item.text) ?? "",
     created_at: toStringSafe(item.created_at),
     trace_id: toStringSafe(item.trace_id),
-    reply_type: toStringSafe(item.reply_type)
+    reply_type: toStringSafe(item.reply_type),
+    debug: item.debug ?? null
   }));
 
   const turns = toArray(record.turns)
@@ -1364,7 +1365,8 @@ function buildFallbackDialog(run: IndexedRun, caseId: string): {
         text: userText,
         created_at: null,
         trace_id: null,
-        reply_type: null
+        reply_type: null,
+        debug: null
       },
       {
         message_id: null,
@@ -1372,7 +1374,8 @@ function buildFallbackDialog(run: IndexedRun, caseId: string): {
         text: assistantSummaryParts.join("\n"),
         created_at: null,
         trace_id: toStringSafe(targetCase.trace_id),
-        reply_type: toStringSafe(targetCase.reply_type)
+        reply_type: toStringSafe(targetCase.reply_type),
+        debug: null
       }
     ],
     decomposition: [],

llm_normalizer/backend/src/services/addressCapabilityPolicy.ts

@@ -31,6 +31,7 @@ const COMPUTE_EXACT_INTENTS = new Set<AddressIntent>([
   "inventory_purchase_documents_for_item",
   "inventory_supplier_stock_overlap_as_of_date",
   "inventory_sale_trace_for_item",
+  "inventory_margin_ranking_for_nomenclature",
   "inventory_profitability_for_item",
   "inventory_purchase_to_sale_chain",
   "inventory_aging_by_purchase_date",
@@ -92,6 +93,7 @@ function defaultCapabilityId(intent: AddressIntent): string {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -178,13 +180,17 @@ function resolveCapabilityEnabled(intent: AddressIntent): { enabled: boolean; re
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain"
   ) {
-    if (intent === "inventory_profitability_for_item") {
+    if (intent === "inventory_profitability_for_item" || intent === "inventory_margin_ranking_for_nomenclature") {
       return {
         enabled: true,
-        reason: "inventory_profitability_route_enabled"
+        reason:
+          intent === "inventory_margin_ranking_for_nomenclature"
+            ? "inventory_margin_ranking_route_enabled"
+            : "inventory_profitability_route_enabled"
       };
     }
     if (intent === "inventory_purchase_to_sale_chain") {
@@ -284,6 +290,7 @@ export function resolveShadowRouteIntent(
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"

llm_normalizer/backend/src/services/addressCoverageEvidencePolicy.ts

@@ -149,6 +149,7 @@ export function isConfirmedBalanceIntent(intent: AddressIntent): boolean {
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "open_contracts_confirmed_as_of_date" ||

llm_normalizer/backend/src/services/addressFilterExtractor.ts

@@ -1111,6 +1111,7 @@ function isInventoryTraceIntent(intent: AddressIntent): boolean {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -1135,6 +1136,7 @@ function usesRecipeDefaultLimit(intent: AddressIntent): boolean {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -1628,6 +1630,9 @@ function requiredFiltersByIntent(intent: AddressIntent): Array<keyof AddressFilt
   ) {
     return ["item"];
   }
+  if (intent === "inventory_margin_ranking_for_nomenclature") {
+    return ["period_from", "period_to"];
+  }
   if (intent === "payables_confirmed_as_of_date") {
     return ["as_of_date"];
   }

llm_normalizer/backend/src/services/addressIntentResolver.ts

@@ -2152,6 +2152,28 @@ function hasBidirectionalValueFlowComparisonSignal(text: string): boolean {
   return hasIncomingCue && hasOutgoingCue && hasComparisonCue && (hasValueFlowCue || hasNetAmountCue);
 }
 
+function hasNomenclatureMarginRankingSignal(text: string): boolean {
+  const normalized = String(text ?? "").trim().toLowerCase();
+  if (!normalized) {
+    return false;
+  }
+  const hasNomenclatureCue =
+    /(?:номенклатур|товар|позици|ассортимент|sku|item|product|goods)/iu.test(normalized);
+  const hasRealizationCue =
+    /(?:реализован|реализац|продан|продаж|отгруж|41(?:[.,]0?1)?|90(?:[.,]\d{1,2})?|sales?|sold)/iu.test(
+      normalized
+    );
+  const hasMarginCue =
+    /(?:прибыл|марж|рентаб|наценк|себестоим|выручк|profit|margin|profitability|gross\s+spread|cogs)/iu.test(
+      normalized
+    );
+  const hasRankingCue =
+    /(?:высок|низк|топ|сам(?:ая|ый|ое|ые)|больш|меньш|ранж|рейтинг|high|low|top|rank|best|worst)/iu.test(
+      normalized
+    );
+  return hasNomenclatureCue && hasRealizationCue && hasMarginCue && hasRankingCue;
+}
+
 function hasVatPeriodInspectionBridgeSignal(text: string): boolean {
   const normalized = String(text ?? "").trim().toLowerCase();
   if (!/(?:ндс|vat)/iu.test(normalized)) {
@@ -2263,6 +2285,14 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
     );
   }
 
+  if (hasNomenclatureMarginRankingSignal(normalized)) {
+    return unicodeBridgeResolution(
+      "inventory_margin_ranking_for_nomenclature",
+      "high",
+      "unicode_nomenclature_margin_ranking_bridge_signal_detected"
+    );
+  }
+
   const hasOpenItemsAccountCue =
     /(?:хвост|долг|незакрыт|вис)/iu.test(normalized) &&
     /(?:сч(?:е|ё)т(?:а|у|ом|е|ов)?\s*(?:№|#)?\s*(?:60|62|76)(?:[.,]\d{1,2})?|\b(?:60|62|76)(?:[.,]\d{1,2})?\b\s*сч(?:е|ё)т)/iu.test(

llm_normalizer/backend/src/services/addressQueryService.ts

@@ -2034,6 +2034,7 @@ function isOrganizationScopedInventoryIntent(intent: AddressIntent): boolean {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -2085,6 +2086,7 @@ function shouldDeferInventoryOrganizationClarification(
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -2455,6 +2457,7 @@ function canAutoBroadenPeriodWindow(intent: AddressIntent, filters: AddressFilte
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -2467,6 +2470,7 @@ function shouldBoostAutoBroadenedLimit(intent: AddressIntent): boolean {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -3132,6 +3136,9 @@ async function tryComposeLlmLimitedReply(input: {
   if (process.env.VITEST === "true" || process.env.NODE_ENV === "test") {
     return null;
   }
+  if (input.intent === "inventory_margin_ranking_for_nomenclature" && input.category === "missing_anchor") {
+    return null;
+  }
   if (!shouldUseLlmLimitedReply(input.category)) {
     return null;
   }
@@ -3206,6 +3213,13 @@ function composeLimitedReply(input: {
     )
   );
   const missingAnchorPhrase = missingAnchorLabels.length > 0 ? missingAnchorLabels.join(", ") : "контрагент, договор, счет или период";
+  if (input.intent === "inventory_margin_ranking_for_nomenclature" && input.category === "missing_anchor") {
+    return [
+      "Для рейтинга прибыльности номенклатуры нужен период.",
+      "Могу посчитать по номенклатуре: выручку без НДС, себестоимость реализации, валовую прибыль и маржинальность.",
+      "Уточните период: месяц, квартал, год или весь доступный период."
+    ].join("\n\n");
+  }
   const heading =
     input.category === "empty_match"
       ? pickDeterministicVariant(headingSeed, [

llm_normalizer/backend/src/services/addressRecipeCatalog.ts

@@ -992,6 +992,17 @@ const BASE_RECIPES: AddressRecipeDefinition[] = [
     account_scope_mode: "strict",
     query_template: "inventory_trading_margin_proxy_profile"
   },
+  {
+    recipe_id: "address_inventory_margin_ranking_for_nomenclature_v1",
+    intent: "inventory_margin_ranking_for_nomenclature",
+    purpose: "Rank realized nomenclature by bounded gross margin proxy for an explicit period using 41.01 purchase and sale document rows",
+    required_filters: ["period_from", "period_to"],
+    optional_filters: ["organization", "warehouse", "limit", "sort"],
+    default_limit: 800,
+    account_scope: ["41.01"],
+    account_scope_mode: "strict",
+    query_template: "inventory_margin_ranking_profile"
+  },
   {
     recipe_id: "address_inventory_purchase_to_sale_chain_v1",
     intent: "inventory_purchase_to_sale_chain",
@@ -1928,6 +1939,7 @@ function maxLimitForIntent(intent: AddressIntent): number {
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
     intent === "inventory_trading_margin_proxy_for_organization" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date" ||
@@ -2182,6 +2194,8 @@ export function buildAddressRecipePlan(
         ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
       : recipe.query_template === "inventory_trading_margin_proxy_profile"
         ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
+      : recipe.query_template === "inventory_margin_ranking_profile"
+        ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
       : recipe.query_template === "inventory_purchase_to_sale_chain_profile"
         ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
       : recipe.query_template === "inventory_aging_by_purchase_date_profile"

llm_normalizer/backend/src/services/address_runtime/composeStage.ts

@@ -237,16 +237,6 @@ function formatMoneyRub(value: number): string {
   return `${formatNumberWithDots(value, 2)} ₽`;
 }
 
-function formatVatProbeStatusRu(status: VatDirectSourceProbeItem["status"]): string {
-  if (status === "ok") {
-    return "есть движения";
-  }
-  if (status === "empty") {
-    return "движения не найдены";
-  }
-  return "ошибка запроса";
-}
-
 function emphasizeNumericTokens(line: string): string {
   if (!line) {
     return line;
@@ -524,6 +514,73 @@ function bankOperationEvidenceLine(
   return `Основание 1С: ${parts.join("; ")}.`;
 }
 
+type BankOperationSemanticBucket =
+  | "commission"
+  | "deposit_or_credit"
+  | "tax_or_budget"
+  | "transfer_or_return"
+  | "other";
+
+function classifyBankOperationSemanticBucket(row: ComposeStageRow): BankOperationSemanticBucket {
+  const text = [
+    row.registrator,
+    row.operation_kind,
+    row.payment_purpose,
+    row.contract,
+    row.comment
+  ]
+    .map((item) => String(item ?? "").toLowerCase())
+    .join(" ");
+
+  if (/(?:комисс|тариф|эквайр|обслуживан)/iu.test(text)) {
+    return "commission";
+  }
+  if (/(?:депозит|кредит|займ|овердрафт|процент|ссуд)/iu.test(text)) {
+    return "deposit_or_credit";
+  }
+  if (/(?:налог|ндс|взнос|бюджет|фнс|пфр|страхов)/iu.test(text)) {
+    return "tax_or_budget";
+  }
+  if (/(?:возврат|перевод|перечислен|переброс|пополн|инкасс|перенос)/iu.test(text)) {
+    return "transfer_or_return";
+  }
+  return "other";
+}
+
+function bankOperationSemanticBucketLabel(bucket: BankOperationSemanticBucket): string {
+  if (bucket === "commission") {
+    return "комиссии и банковское обслуживание";
+  }
+  if (bucket === "deposit_or_credit") {
+    return "депозиты, кредиты или проценты";
+  }
+  if (bucket === "tax_or_budget") {
+    return "налоги и бюджетные платежи";
+  }
+  if (bucket === "transfer_or_return") {
+    return "переводы, возвраты или перебросы";
+  }
+  return "прочие банковские операции";
+}
+
+function summarizeBankOperationSemantics(rows: ComposeStageRow[]): string | null {
+  if (rows.length === 0) {
+    return null;
+  }
+  const counts = new Map<BankOperationSemanticBucket, number>();
+  for (const row of rows) {
+    const bucket = classifyBankOperationSemanticBucket(row);
+    counts.set(bucket, (counts.get(bucket) ?? 0) + 1);
+  }
+  const ranked = Array.from(counts.entries())
+    .sort((left, right) => right[1] - left[1])
+    .slice(0, 3);
+  if (ranked.length === 0) {
+    return null;
+  }
+  const parts = ranked.map(([bucket, count]) => `${bankOperationSemanticBucketLabel(bucket)} — ${count}`);
+  return `По смыслу это скорее финансовый/банковский контур: ${parts.join("; ")}.`;
+}
 function bankRoleBoundaryLine(userMessage: string | null | undefined, rows: ComposeStageRow[]): string | null {
   const incomingBoundary = hasBankIncomingRoleBoundaryQuestion(userMessage);
   const outgoingBoundary = hasBankOutgoingRoleBoundaryQuestion(userMessage);
@@ -2666,29 +2723,24 @@ function formatPayablesEvidenceSuffix(item: PayablesConfirmedBalanceAggregate):
     const suffix = item.documents.length > 1 ? ` (+${item.documents.length - 1})` : "";
     parts.push(`документ: ${item.documents[0]}${suffix}`);
   }
-  if (item.sourceRefs.length > 0) {
-    parts.push(`source refs: ${item.sourceRefs.slice(0, 2).join("; ")}`);
-  }
   return parts.length > 0 ? ` | ${parts.join(" | ")}` : "";
 }
 
 function formatDebtMirrorGroupLine(item: DebtMirrorBalanceGroup): string {
-  const details = [
-    item.account ? `счет ${item.account}` : null,
-    item.contract ? `договор/аналитика: ${item.contract}` : null,
-    item.organization ? `организация: ${item.organization}` : null
-  ].filter((part): part is string => Boolean(part));
   const netText =
     Math.abs(item.netAmount) <= 0.005
       ? "чисто: 0 ₽"
       : item.netAmount > 0
         ? `чисто к получению: ${formatMoneyRub(item.netAmount)}`
         : `чисто к оплате: ${formatMoneyRub(Math.abs(item.netAmount))}`;
-  return `${item.name}${details.length > 0 ? ` (${details.join(", ")})` : ""}: дебет ${formatMoneyRub(item.debitAmount)} / кредит ${formatMoneyRub(item.creditAmount)}, ${netText}.`;
+  return `${item.name}: встречная часть ${formatMoneyRub(Math.min(item.debitAmount, item.creditAmount))}, ${netText}.`;
 }
 
-function debtMirrorCleanScopeLabel(kind: "payables" | "receivables"): string {
-  return kind === "payables" ? "чистый долг к оплате" : "чистую дебиторку к получению";
+function debtMirrorCleanScopeLabel(kind: "payables" | "receivables", grammaticalCase: "accusative" | "genitive"): string {
+  if (kind === "payables") {
+    return grammaticalCase === "genitive" ? "чистого долга к оплате" : "чистый долг к оплате";
+  }
+  return grammaticalCase === "genitive" ? "чистой дебиторки к получению" : "чистую дебиторку к получению";
 }
 
 function appendDebtMirrorCompactDisclosure(
@@ -2699,12 +2751,13 @@ function appendDebtMirrorCompactDisclosure(
   if (snapshot.mirroredOffsetAmount <= 0.005) {
     return;
   }
+  lines.push("", "Для сверки:");
   lines.push(
-    `Отдельно сверено встречных остатков: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; они не включены в ${debtMirrorCleanScopeLabel(kind)}.`
+    `- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она не включена в ${debtMirrorCleanScopeLabel(kind, "accusative")}.`
   );
   const leadingMirror = snapshot.mirrorGroups[0] ?? null;
   if (leadingMirror) {
-    lines.push(`Крупнейший встречный хвост: ${formatDebtMirrorGroupLine(leadingMirror)}`);
+    lines.push(`- Крупнейший встречный контрагент: ${formatDebtMirrorGroupLine(leadingMirror)}`);
   }
 }
 
@@ -2719,9 +2772,12 @@ function appendDebtMirrorDisclosure(
   lines.push("");
   lines.push("Встречные остатки к сверке");
   lines.push(
-    `- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она исключена из ${debtMirrorCleanScopeLabel(kind)}.`
+    `- Встречная часть: ${formatMoneyRub(snapshot.mirroredOffsetAmount)}; она исключена из ${debtMirrorCleanScopeLabel(kind, "genitive")}.`
   );
-  lines.push(...snapshot.mirrorGroups.slice(0, 3).map((item, index) => `${index + 1}. ${formatDebtMirrorGroupLine(item)}`));
+  const leadingMirror = snapshot.mirrorGroups[0] ?? null;
+  if (leadingMirror) {
+    lines.push(`- Крупнейший встречный контрагент: ${formatDebtMirrorGroupLine(leadingMirror)}`);
+  }
 }
 
 function deriveOperationalYearWindow(
@@ -3734,7 +3790,6 @@ function composeFactualReplyBody(
 
     const netVat = turnover68Credit - turnover68Debit;
     const vatToPay = Math.max(0, netVat);
-    const carryoverOrOverpayment = Math.max(0, -netVat);
     const totalVatTurnoverAbs =
       Math.abs(turnover68Credit) + Math.abs(turnover68Debit) + Math.abs(turnover19Debit) + Math.abs(turnover19Credit);
     const vatActivityDetected = totalVatTurnoverAbs > 0.0000001;
@@ -3743,67 +3798,20 @@ function composeFactualReplyBody(
     const shouldShowCalendarDetails = needsVatCalendarDetails(options.userMessage);
     const vatCalendar = deriveVatDeadlineCalendar(options.periodFrom, options.periodTo);
     const formatForecastMoney = (value: number): string => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
-    const vatProbe = options.vatDirectSourceProbe ?? null;
     const periodWindowLabel =
       options.periodFrom && options.periodTo ? `${formatDateRu(options.periodFrom)}..${formatDateRu(options.periodTo)}` : null;
 
     const lines = [
       `Коротко: ориентир по НДС к уплате за ${periodWindowLabel ?? "доступный срез"} — ${formatForecastMoney(vatToPay)}.`,
-      `Если смотреть на возможный перенос или переплату, получается ${formatForecastMoney(carryoverOrOverpayment)}.`,
-      "Это предварительная оценка по оборотам 68.02*/19*, а не подтвержденная сумма налога по декларации.",
+      "Это предварительная оценка по бухгалтерским оборотам НДС, а не подтвержденная сумма налога по декларации.",
       "",
       "Что вошло в расчет:",
       `- Период оценки: ${periodWindowLabel ?? "не задан (использован доступный срез)"}.`,
-      `- Оборот по кредиту 68*: ${formatForecastMoney(turnover68Credit)}.`,
-      `- Оборот по дебету 68*: ${formatForecastMoney(turnover68Debit)}.`,
-      `- Нетто НДС (68 Кт - 68 Дт): ${formatForecastMoney(netVat)}.`,
-      `- Справочно по 19*: дебет ${formatForecastMoney(turnover19Debit)}, кредит ${formatForecastMoney(turnover19Credit)}.`
+      `- НДС начисленный: ${formatForecastMoney(turnover68Credit)}.`,
+      `- Уменьшение/вычеты по НДС: ${formatForecastMoney(turnover68Debit)}.`,
+      `- Нетто НДС: ${formatForecastMoney(netVat)}.`
     ];
 
-    if (vatProbe && vatProbe.status === "ok") {
-      const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-      const statusRank = (status: VatDirectSourceProbeItem["status"]): number =>
-        status === "ok" ? 0 : status === "empty" ? 1 : 2;
-      const orderedProbeRows = [...vatProbe.probedSources].sort(
-        (a, b) =>
-          statusRank(a.status) - statusRank(b.status) ||
-          a.fullName.localeCompare(b.fullName, "ru")
-      );
-      const nonErrorProbeRows = orderedProbeRows.filter((item) => item.status !== "error");
-      const visibleProbeRows = (nonErrorProbeRows.length > 0 ? nonErrorProbeRows : orderedProbeRows).slice(0, 6);
-      const erroredSources = vatProbe.probedSources.filter((item) => item.status === "error").length;
-      lines.push(
-        "",
-        "Покрытие VAT-источников в 1С:",
-        `- Найдено VAT-объектов: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`,
-        `- Прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`,
-        `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`,
-        `- Источников с ошибкой запроса: ${formatNumberWithDots(erroredSources)}.`
-      );
-      if (visibleProbeRows.length > 0) {
-        lines.push(
-          ...visibleProbeRows.map((item, index) => {
-            const name = item.synonym ? `${item.fullName} (${item.synonym})` : item.fullName;
-            const extra =
-              item.status === "ok"
-                ? item.lastPeriod
-                  ? ` | последнее движение: ${item.lastPeriod}`
-                  : ""
-                : item.status === "error" && item.error
-                  ? ` | ошибка: ${item.error}`
-                  : "";
-            return `${index + 1}. ${name} | ${formatVatProbeStatusRu(item.status)}${extra}`;
-          })
-        );
-      }
-      if (vatProbe.errors.length > 0) {
-        lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-      }
-      lines.push("- Сумма прогноза выше рассчитана строго по оборотам 68.02*/19*; прямые VAT-источники показаны для проверки покрытия.");
-    } else if (vatProbe && vatProbe.status === "error") {
-      lines.push("", "Покрытие VAT-источников в 1С: дополнительная проверка завершилась ошибкой, поэтому использован только базовый контур 68.02*/19*.");
-    }
-
     if (!vatActivityDetected) {
       lines.push(
         `В выбранном окне не найдено движений по НДС-субсчетам 68.02*/19*; поэтому оперативный прогноз к уплате равен ${formatForecastMoney(
@@ -3883,18 +3891,15 @@ function composeFactualReplyBody(
     const purchaseVat = rowsByMarker.get("VAT_BOOK_PURCHASES") ?? 0;
     const netVat = salesVat - purchaseVat;
     const vatToPay = Math.max(0, netVat);
-    const carryoverOrOverpayment = Math.max(0, -netVat);
     const periodWindowLabel =
       options.periodFrom && options.periodTo ? `${formatDateRu(options.periodFrom)}..${formatDateRu(options.periodTo)}` : null;
     const formatConfirmedMoney = (value: number): string => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
-    const vatProbe = options.vatDirectSourceProbe ?? null;
     const organizationLabel = normalizeOrganizationScopeValue(options.organizationHint);
     const organizationScopeLabel = organizationLabel ? ` по организации ${organizationLabel}` : "";
 
     const lines = [
       `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
-      `Если смотреть на возможный перенос или переплату, получается ${formatConfirmedMoney(carryoverOrOverpayment)}.`,
-      "Это подтвержденный расчет по регистрам книг продаж и покупок, без surrogate-формулы 68/19.",
+      "Расчет сделан по книгам продаж и покупок.",
       "",
       "Что вошло в расчет:",
       ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
@@ -3904,32 +3909,6 @@ function composeFactualReplyBody(
       `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`
     ];
 
-    if (vatProbe && vatProbe.status === "ok") {
-      const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-      const erroredSources = vatProbe.probedSources.filter((item) => item.status === "error").length;
-      lines.push(
-        "",
-        "Покрытие VAT-источников в 1С:",
-        `- Найдено VAT-объектов: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`,
-        `- Прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`,
-        `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`,
-        `- Источников с ошибкой запроса: ${formatNumberWithDots(erroredSources)}.`
-      );
-      if (vatProbe.errors.length > 0) {
-        lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-      }
-      lines.push("- Сумма расчета выше получена по книгам продаж/покупок; дополнительная проверка использована для контроля полноты VAT-источников.");
-    } else if (vatProbe && vatProbe.status === "error") {
-      lines.push(
-        "",
-        "Покрытие VAT-источников в 1С: дополнительная проверка недоступна, поэтому использован основной бухгалтерский срез.",
-        "Итоговая сумма НДС выше рассчитана по основному маршруту книг продаж/покупок; probe влияет только на диагностику покрытия."
-      );
-      if (vatProbe.errors.length > 0) {
-        lines.push(`- Детали probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-      }
-    }
-
     if (rows.length === 0) {
       lines.push(
         "",
@@ -4003,63 +3982,24 @@ function composeFactualReplyBody(
     const lines: string[] = [
       `Итого подтвержденный НДС к уплате на ${formatDateRu(asOfDate)}: ${formatMoneyRub(totalVatPayable)}.`,
       "",
-      "Блок 1. Статус результата",
-      "- Результат: подтвержденный срез НДС к уплате по состоянию на дату.",
-      "",
-      "Блок 2. Что учтено",
+      "Что учтено:",
       `- Дата среза: ${formatDateRu(asOfDate)}.`,
-      "- Контур: остатки по счетам НДС к уплате (68*)."
+      "- Контур: остатки по счетам НДС к уплате."
     ];
 
-    const vatProbe = options.vatDirectSourceProbe ?? null;
-    if (vatProbe && vatProbe.status === "ok") {
-      const nonEmptySources = vatProbe.probedSources.filter((item) => item.status === "ok").length;
-      lines.push(
-        "",
-        "Блок 2.1. Проверка VAT-источников в 1С",
-        `- VAT-объектов в метаданных 1С: ${formatNumberWithDots(vatProbe.objectsTotal)} (документы: ${formatNumberWithDots(vatProbe.documentsTotal)}, регистры: ${formatNumberWithDots(vatProbe.registersTotal)}).`,
-        `- Пробных прямых источников проверено: ${formatNumberWithDots(vatProbe.probedSources.length)}.`,
-        `- Источников с движениями до даты среза: ${formatNumberWithDots(nonEmptySources)}.`
-      );
-      if (vatProbe.probedSources.length > 0) {
-        lines.push(
-          ...vatProbe.probedSources.slice(0, 4).map((item, index) => {
-            const name = item.synonym ? `${item.fullName} (${item.synonym})` : item.fullName;
-            const suffix =
-              item.status === "ok"
-                ? `${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.sampleRegistrator ? ` | пример: ${item.sampleRegistrator}` : ""}`
-                : item.status === "error" && item.error
-                  ? ` | ошибка: ${item.error}`
-                  : "";
-            return `${index + 1}. ${name} | ${formatVatProbeStatusRu(item.status)}${suffix}`;
-          })
-        );
-      }
-      if (vatProbe.errors.length > 0) {
-        lines.push(`- Ограничения probe: ${vatProbe.errors.slice(0, 2).join("; ")}.`);
-      }
-    } else if (vatProbe && vatProbe.status === "error") {
-      lines.push(
-        "",
-        "Блок 2.1. Проверка VAT-источников в 1С",
-        "- Дополнительная проверка VAT-источников завершилась ошибкой, поэтому срез подтвержден по доступному бухгалтерскому источнику (68*)."
-      );
-    }
-
     lines.push(
       "",
-      "Блок 3. Сводка",
+      "Сводка:",
       `- Строк в выборке: ${formatNumberWithDots(rows.length)}.`,
       `- Подтвержденных позиций по НДС: ${formatNumberWithDots(accountRows.length)}.`,
       "",
-      "Блок 4. Подтвержденные позиции"
+      "Подтвержденные позиции:"
     );
 
     if (accountRows.length > 0) {
       lines.push(
         ...accountRows.slice(0, 12).map((item, index) => {
-          const refs = Array.from(item.refs).slice(0, 2).join("; ");
-          return `${index + 1}. ${item.account} | остаток НДС к уплате: ${formatMoneyRub(item.total)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${refs ? ` | source refs: ${refs}` : ""}`;
+          return `${index + 1}. ${item.account} — остаток НДС к уплате: ${formatMoneyRub(item.total)}, операций: ${formatNumberWithDots(item.operations)}.`;
         })
       );
     } else {
@@ -4386,7 +4326,6 @@ function composeFactualReplyBody(
       },
       { supplier_or_contractor: 0, bank_or_credit: 0, tax_or_state: 0, other: 0 }
     );
-
     if (isDirectBalanceQuestion(options.userMessage)) {
       const leading = confirmedBalances[0] ?? null;
       const compactLines: string[] = leading
@@ -4399,8 +4338,7 @@ function composeFactualReplyBody(
       if (leading) {
         compactLines.push(
           ...confirmedBalances.slice(0, 5).map((item, index) => {
-            const lastPeriod = item.lastPeriod ? `, последнее движение: ${item.lastPeriod}` : "";
-            return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.${lastPeriod}).`;
+            return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`;
           })
         );
         if (confirmedBalances.length > 5) {
@@ -4454,7 +4392,7 @@ function composeFactualReplyBody(
     if (confirmedBalances.length > 0) {
       lines.push(
         ...confirmedBalances.slice(0, 10).flatMap((item, index) => [
-          `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
+          `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
           ""
         ])
       );
@@ -4512,8 +4450,7 @@ function composeFactualReplyBody(
       if (leading) {
         compactLines.push(
           ...confirmedBalances.slice(0, 5).map((item, index) => {
-            const lastPeriod = item.lastPeriod ? `, последнее движение: ${item.lastPeriod}` : "";
-            return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.${lastPeriod}).`;
+            return `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`;
           })
         );
         if (confirmedBalances.length > 5) {
@@ -4534,49 +4471,31 @@ function composeFactualReplyBody(
     }
 
     const lines: string[] = [
-      `Коротко: подтвержденная дебиторская задолженность на ${formatDateRu(receivablesAsOfDate)} — ${formatMoneyRub(totalOutstandingAmount)}.`,
-      "Это подтвержденный срез дебиторской задолженности, а не эвристический shortlist."
+      `Коротко: на ${formatDateRu(receivablesAsOfDate)} нам должны ${formatMoneyRub(totalOutstandingAmount)}.`
     ];
-
-    lines.push("");
-    lines.push("Что учтено");
-    lines.push(`- Дата среза: ${formatDateRu(receivablesAsOfDate)}.`);
-    if (periodScopeLine) {
-      lines.push(periodScopeLine);
-    }
-    lines.push("- Контур: дебиторская задолженность по счетам 62/76.");
-    if (carryoverLine) {
-      lines.push(carryoverLine);
+    if (periodScopeLine || carryoverLine) {
+      lines.push("");
+      lines.push("Граница ответа:");
+      if (periodScopeLine) {
+        lines.push(periodScopeLine);
+      }
+      if (carryoverLine) {
+        lines.push(carryoverLine);
+      }
     }
 
     lines.push("");
-    lines.push("Сводка");
-    lines.push(`- Строк в выборке: ${formatNumberWithDots(rows.length)}.`);
-    lines.push(`- Контрагентов с подтвержденным остатком к получению: ${formatNumberWithDots(confirmedBalances.length)}.`);
-    appendDebtMirrorDisclosure(lines, balanceSnapshot, "receivables");
-
-    lines.push("");
-    lines.push("Категории дебиторской задолженности");
-    lines.push(`- ${receivablesCategoryLabel("supplier_or_contractor")}: ${formatNumberWithDots(categoryCounts.supplier_or_contractor)}.`);
-    lines.push(`- ${receivablesCategoryLabel("bank_or_credit")}: ${formatNumberWithDots(categoryCounts.bank_or_credit)}.`);
-    lines.push(`- ${receivablesCategoryLabel("tax_or_state")}: ${formatNumberWithDots(categoryCounts.tax_or_state)}.`);
-    lines.push(`- ${receivablesCategoryLabel("other")}: ${formatNumberWithDots(categoryCounts.other)}.`);
-
-    lines.push("");
-    lines.push("Подтвержденные позиции к получению");
+    lines.push("К получению:");
     if (confirmedBalances.length > 0) {
       lines.push(
-        ...confirmedBalances.slice(0, 10).flatMap((item, index) => [
-          `${index + 1}. ${item.name} | категория: ${receivablesCategoryLabel(item.category)} | остаток к получению: ${formatMoneyRub(item.outstandingAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`,
-          ""
-        ])
+        ...confirmedBalances.slice(0, 10).map(
+          (item, index) => `${index + 1}. ${item.name} — ${formatMoneyRub(item.outstandingAmount)} (${formatNumberWithDots(item.operations)} опер.).`
+        )
       );
-      if (lines[lines.length - 1] === "") {
-        lines.pop();
-      }
     } else {
       lines.push("- Подтвержденной открытой дебиторской задолженности на дату среза не найдено.");
     }
+    appendDebtMirrorDisclosure(lines, balanceSnapshot, "receivables");
 
     return {
       responseType: confirmedBalances.length > 0 ? "FACTUAL_LIST" : "FACTUAL_SUMMARY",
@@ -4606,7 +4525,7 @@ function composeFactualReplyBody(
         : null;
 
     const formatHeuristicItem = (item: PayablesCounterpartyRiskAggregate, index: number): string =>
-      `${index + 1}. ${item.name} | сумма к проверке: ${formatMoneyRub(item.totalAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}`;
+      `${index + 1}. ${item.name} | сумма к проверке: ${formatMoneyRub(item.totalAmount)} | операций: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}`;
 
     const pushCategorySlice = (
       lines: string[],
@@ -4723,7 +4642,7 @@ function composeFactualReplyBody(
           "Блок 5. Крупнейшие подтвержденные позиции к оплате (по сумме остатка):",
           ...confirmedBalances.slice(0, 10).map(
             (item, index) =>
-              `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток к оплате: ${formatMoneyRub(item.outstandingAmount)} | операций в срезе: ${formatNumberWithDots(item.operations)}${item.lastPeriod ? ` | последнее движение: ${item.lastPeriod}` : ""}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`
+              `${index + 1}. ${item.name} | категория: ${liabilityCategoryLabel(item.category)} | остаток к оплате: ${formatMoneyRub(item.outstandingAmount)} | операций в срезе: ${formatNumberWithDots(item.operations)}${item.categoryReasons.length > 0 ? ` | основание: ${item.categoryReasons.join(", ")}` : ""}${formatPayablesEvidenceSuffix(item)}`
           )
         ];
         appendDebtMirrorDisclosure(lines, balanceSnapshot, "payables");
@@ -5013,15 +4932,41 @@ function composeFactualReplyBody(
     );
     const counterparty = resolvePreferredCounterpartyDisplayLabel(options.counterpartyHint, rowCounterparties);
     const roleBoundary = bankRoleBoundaryLine(options.userMessage, rows);
-    const visibleRows = rows.slice(0, Math.min(rows.length, 5));
+    const visibleRows = [...rows]
+      .sort(
+        (left, right) =>
+          Math.abs(right.amount ?? 0) - Math.abs(left.amount ?? 0) ||
+          (String(right.period ?? "").localeCompare(String(left.period ?? ""), "ru"))
+      )
+      .slice(0, Math.min(rows.length, 5));
+    const semanticSummary = summarizeBankOperationSemantics(rows);
+    const compactRoleAnswer = /(?:клиент|поставщик|финансов|роль|коротко)/iu.test(String(options.userMessage ?? ""));
+    const compactEvidenceRows = visibleRows.map((row, index) => {
+      const direction = bankOperationDirectionLabel(bankOperationDirection(row));
+      const amount = formatMoneyRub(row.amount ?? 0);
+      const period = row.period ? formatDateRu(row.period) : "дата не указана";
+      const operationKind = String(row.operation_kind ?? "").trim();
+      const paymentPurpose = String(row.payment_purpose ?? "").trim();
+      const detail = operationKind || paymentPurpose
+        ? ` | ${[operationKind, paymentPurpose].filter(Boolean).join("; ")}`
+        : "";
+      return `${index + 1}. ${period} | ${direction} | ${amount}${detail}`;
+    });
     const lines = [
       `Коротко: найдено банковских операций${counterparty ? ` по ${counterparty}` : " по контрагенту"} — ${rows.length}.`,
       summarizeBankOperationDirections(rows),
       roleBoundary ?? "Показываю подтвержденные банковские операции из текущего среза.",
-      bankOperationEvidenceLine(rows, preferredBankEvidenceDirection(options.userMessage)),
-      ...formatTopRows(visibleRows, visibleRows.length)
+      ...(semanticSummary ? [semanticSummary] : [])
     ];
-    if (rows.length > visibleRows.length) {
+    if (!compactRoleAnswer) {
+      lines.push(
+        bankOperationEvidenceLine(rows, preferredBankEvidenceDirection(options.userMessage)),
+        "Примеры строк 1С:",
+        ...compactEvidenceRows
+      );
+    }
+    lines.push("Следующий шаг: могу отдельно разложить назначения платежа, договоры или отделить банковский контур от клиентского/поставщицкого.");
+    if (!compactRoleAnswer && rows.length > visibleRows.length) {
       lines.push(`Показаны первые ${visibleRows.length} из ${rows.length}; полный список остается в подтвержденном срезе.`);
     }
     return {

llm_normalizer/backend/src/services/address_runtime/counterpartyAnalyticsReplyBuilders.ts

@@ -120,6 +120,26 @@ function findFocusedCounterpartyValuePoint(
   return profileRows.length === 1 ? profileRows[0] : null;
 }
 
+function hasProfitAmbiguityCue(normalizedQuestion: string): boolean {
+  return /(?:заработ|прибыл|прибыль|доход|выручк)/iu.test(normalizedQuestion);
+}
+
+function buildCashflowBoundaryLine(isSupplier: boolean): string {
+  return isSupplier
+    ? "Граница ответа: это подтвержденный денежный поток по поставщику, а не итоговая задолженность."
+    : "Граница ответа: это подтвержденный денежный поток по поступлениям, а не чистая прибыль.";
+}
+
+function buildCashflowNextStepLine(isSupplier: boolean, normalizedQuestion: string): string | null {
+  if (isSupplier) {
+    return "Следующий шаг: могу отдельно показать остаток долга, просрочку или расшифровку по документам.";
+  }
+  if (hasProfitAmbiguityCue(normalizedQuestion)) {
+    return "Следующий шаг: могу отдельно проверить чистую прибыль по закрытию 90/91/99.";
+  }
+  return "Следующий шаг: могу разложить поток по месяцам, документам или контрагентам.";
+}
+
 export function composeCounterpartyAnalyticsReply(
   intent: AddressIntent,
   rows: ComposeStageRow[],
@@ -546,6 +566,8 @@ export function composeCounterpartyAnalyticsReply(
     const semanticSingleBestCounterparty =
       focus === "top_by_total" && hasSingleBestCounterpartyCue && !asksExplicitRankingList;
     const effectiveLimit = asksSingleBestCounterparty || semanticSingleBestCounterparty ? 1 : limit;
+    const cashflowBoundaryLine = buildCashflowBoundaryLine(isSupplier);
+    const cashflowNextStepLine = buildCashflowNextStepLine(isSupplier, normalizedQuestion);
 
     const byCounterparty = new Map<string, CounterpartyValuePoint>();
     const byYear = new Map<number, CounterpartyYearPoint>();
@@ -655,10 +677,12 @@ export function composeCounterpartyAnalyticsReply(
           ? `за период ${deps.formatDateRu(options.periodFrom)}..${deps.formatDateRu(options.periodTo)}`
           : "за доступное время";
       const directAnswerLine = isSupplier
-        ? `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным исходящим операциям. Это денежный поток по поставщику, а не итоговая задолженность.`
-        : `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным входящим операциям. Это денежный поток от клиента, а не чистая прибыль.`;
+        ? `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным исходящим операциям.`
+        : `Оборот по ${focusedCounterparty.name} ${periodLabel}: ${deps.formatMoneyRub(focusedCounterparty.total)} по ${focusedCounterparty.ops} подтвержденным входящим операциям.`;
       const summaryLines = [
         directAnswerLine,
+        cashflowBoundaryLine,
+        ...(cashflowNextStepLine ? [cashflowNextStepLine] : []),
         "",
         "Подтверждение:",
         `- Контрагент в выборке: ${focusedCounterparty.name}.`,
@@ -678,11 +702,10 @@ export function composeCounterpartyAnalyticsReply(
         options.periodFrom && options.periodTo
           ? `За период ${deps.formatDateRu(options.periodFrom)}..${deps.formatDateRu(options.periodTo)} подтверждено ${deps.formatMoneyRub(totalFlow)} ${isSupplier ? "исходящих выплат" : "входящих поступлений"}.`
           : `За все доступное время подтверждено ${deps.formatMoneyRub(totalFlow)} ${isSupplier ? "исходящих выплат" : "входящих поступлений"}.`;
-      const directAnswerLine = isSupplier
-        ? periodLine
-        : `${periodLine} Это денежный поток от клиентов, а не чистая прибыль.`;
       const summaryLines = [
-        directAnswerLine,
+        periodLine,
+        cashflowBoundaryLine,
+        ...(cashflowNextStepLine ? [cashflowNextStepLine] : []),
         "",
         "Подтверждение:",
         `- Операций в выборке: ${totalOperations}.`,
@@ -709,11 +732,17 @@ export function composeCounterpartyAnalyticsReply(
         const strongestYear = visible[0];
         const directAnswerLine = isSupplier
           ? `Самый крупный год по подтвержденным выплатам: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям).`
-          : `Самый доходный год по подтвержденным поступлениям: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям). Это денежный поток, а не чистая прибыль.`;
+          : `Самый доходный год по подтвержденным поступлениям: ${strongestYear.year} (${deps.formatMoneyRub(strongestYear.total)} по ${strongestYear.ops} операциям).`;
         const heading = isSupplier
           ? `Топ-${visible.length} лет по сумме выплат:`
           : `Топ-${visible.length} лет по сумме поступлений:`;
         lines.unshift(heading);
+        if (!isSupplier) {
+          lines.unshift(cashflowBoundaryLine);
+          if (cashflowNextStepLine) {
+            lines.unshift(cashflowNextStepLine);
+          }
+        }
         lines.unshift(directAnswerLine);
         lines.push(
           ...visible.map(
@@ -829,11 +858,17 @@ export function composeCounterpartyAnalyticsReply(
       const directAnswerLine = singleCandidateOnly
         ? isSupplier
           ? `В выбранном срезе найден один поставщик: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
-          : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг; сумма является денежным потоком, а не чистой прибылью.`
+          : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
         : isSupplier
           ? `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
-          : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это денежный поток, а не чистая прибыль.`;
+          : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
       lines.unshift(directAnswerLine);
+      if (!isSupplier) {
+        lines.splice(1, 0, cashflowBoundaryLine);
+        if (cashflowNextStepLine) {
+          lines.splice(2, 0, cashflowNextStepLine);
+        }
+      }
     }
     lines.push(
       ...visible.map((item, index) => {

llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts

@@ -423,6 +423,7 @@ function isInventoryIntent(intent: AddressIntent | undefined): boolean {
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -438,6 +439,7 @@ function isInventoryDrilldownFrameIntent(intent: AddressIntent | undefined): boo
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -449,6 +451,7 @@ function isInventoryLifecycleHistoryIntent(intent: AddressIntent | undefined): b
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain"
   );
@@ -798,11 +801,32 @@ export function hasInventoryPurchaseDateVatBridgeCue(text: string): boolean {
   );
 }
 
+export function hasInventoryMarginRankingFollowupCue(text: string): boolean {
+  const normalized = textWithRepairedVariant(String(text ?? ""))
+    .toLowerCase()
+    .replace(/ё/g, "е");
+  if (!normalized.trim()) {
+    return false;
+  }
+  const wantsFoundRows =
+    /(?:покажи|показать|выведи|дай|раскрой|show|list|покажи|показать|выведи|дай|раскрой)/iu.test(normalized) &&
+    /(?:найденн|строк|реализац|себестоимостн|баз|найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+    /(?:себестоимостн|реализац|марж|прибыл|номенклатур|себестоимостн|реализац|марж|прибыл|номенклат)/iu.test(normalized);
+  const account41Not01 =
+    /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+    /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+    /(?:\bне\b|вместо|а\s+не|not|instead|РЅРµ|вместо|Р°\s+РЅРµ)/iu.test(normalized);
+  return wantsFoundRows || account41Not01;
+}
+
 export function hasAddressFollowupContextSignal(text: string): boolean {
   const normalized = String(text ?? "").trim();
   if (!normalized) {
     return false;
   }
+  if (hasInventoryMarginRankingFollowupCue(normalized)) {
+    return true;
+  }
   if (
     /(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(
       normalized
@@ -1115,6 +1139,7 @@ function mergeFollowupFilters(
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date" ||
@@ -1175,6 +1200,7 @@ function mergeFollowupFilters(
       (intent === "inventory_purchase_provenance_for_item" ||
         intent === "inventory_purchase_documents_for_item" ||
         intent === "inventory_sale_trace_for_item" ||
+        intent === "inventory_margin_ranking_for_nomenclature" ||
         intent === "inventory_profitability_for_item" ||
         intent === "inventory_purchase_to_sale_chain" ||
         intent === "inventory_aging_by_purchase_date")
@@ -1412,6 +1438,7 @@ function mergeFollowupFilters(
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_supplier_stock_overlap_as_of_date" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date" ||
@@ -1424,6 +1451,9 @@ function mergeFollowupFilters(
   const currentContractExplicit = toNonEmptyString(merged.contract);
   const currentItemExplicit = toNonEmptyString(merged.item);
   const currentAccountExplicit = toNonEmptyString(merged.account);
+  const currentAccountRefinesMarginDomain =
+    intent === "inventory_margin_ranking_for_nomenclature" &&
+    hasInventoryMarginRankingFollowupCue(userMessage);
   const shouldSuppressGenericPeriodCarryover =
     (Boolean(currentCounterpartyExplicit) &&
       !isLowQualityCounterpartyAnchor(currentCounterpartyExplicit) &&
@@ -1432,7 +1462,7 @@ function mergeFollowupFilters(
       !isLowQualityContractAnchor(currentContractExplicit) &&
       currentContractExplicit !== previousContract) ||
     (Boolean(currentItemExplicit) && currentItemExplicit !== previousItem) ||
-    (Boolean(currentAccountExplicit) && currentAccountExplicit !== previousAccount);
+    (Boolean(currentAccountExplicit) && currentAccountExplicit !== previousAccount && !currentAccountRefinesMarginDomain);
   const vatRelativeMonthFollowup =
     relativeMonthFromFollowupYear &&
     (intent === "vat_payable_confirmed_as_of_date" ||
@@ -1488,6 +1518,22 @@ function mergeFollowupFilters(
     reasons.push("period_from_followup_context");
   }
 
+  if (
+    intent === "inventory_margin_ranking_for_nomenclature" &&
+    previousHasPeriod &&
+    hasInventoryMarginRankingFollowupCue(userMessage) &&
+    !hasExplicitPeriodInMessage &&
+    !hasExplicitCurrentDateInMessage
+  ) {
+    if (previousPeriodFrom && merged.period_from !== previousPeriodFrom) {
+      merged.period_from = previousPeriodFrom;
+    }
+    if (previousPeriodTo && merged.period_to !== previousPeriodTo) {
+      merged.period_to = previousPeriodTo;
+    }
+    reasons.push("period_from_followup_context");
+  }
+
   if (
     !currentHasPeriod &&
     previousHasPeriod &&
@@ -1563,6 +1609,7 @@ function resolveMissingRequiredFilters(intent: AddressIntent, filters: AddressFi
     account_balance_snapshot: ["account", "as_of_date"],
     documents_forming_balance: ["account", "as_of_date"],
     inventory_on_hand_as_of_date: ["as_of_date"],
+    inventory_margin_ranking_for_nomenclature: ["period_from", "period_to"],
     inventory_profitability_for_item: ["item"],
     open_contracts_confirmed_as_of_date: ["as_of_date"],
     payables_confirmed_as_of_date: ["as_of_date"],
@@ -1648,6 +1695,26 @@ function deriveIntentWithFollowupContext(
     previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
   const inventoryPurchaseDateVatBridge =
     inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
+  const marginRankingLineageActive =
+    sourceIntent === "inventory_margin_ranking_for_nomenclature" ||
+    fallbackIntent === "inventory_margin_ranking_for_nomenclature" ||
+    followupContext.root_intent === "inventory_margin_ranking_for_nomenclature";
+
+  if (
+    marginRankingLineageActive &&
+    hasInventoryMarginRankingFollowupCue(normalizedMessage) &&
+    (detectedIntent.intent === "unknown" ||
+      detectedIntent.intent === "account_balance_snapshot" ||
+      detectedIntent.intent === "documents_forming_balance" ||
+      detectedIntent.intent === "inventory_margin_ranking_for_nomenclature" ||
+      detectedIntent.intent === sourceIntent)
+  ) {
+    return {
+      intent: "inventory_margin_ranking_for_nomenclature",
+      confidence: "low",
+      reasons: [...detectedIntent.reasons, "intent_adjusted_to_inventory_margin_ranking_followup_context"]
+    };
+  }
 
   if (
     inventoryPurchaseDateVatBridge &&

llm_normalizer/backend/src/services/address_runtime/inventoryReplyBuilders.ts

@@ -162,6 +162,81 @@ function inventoryProfitabilityPeriodLabel(options: InventoryComposeOptions, dep
   return asOfDate ? `до ${deps.formatDateRu(asOfDate)}` : "по доступной выборке";
 }
 
+function asksForInventoryCostBaseRows(userMessage: string | null | undefined): boolean {
+  const text = String(userMessage ?? "").toLowerCase();
+  if (!/(?:покажи|показать|выведи|вывести|дай|дать|раскрой|раскрыть|строк|строки|строку|баз)/iu.test(text)) {
+    return false;
+  }
+  return /(?:себестоимостн|себестоимост|себестоим|закупочн|закупк|90\.02|\b41\b|баз)/iu.test(text);
+}
+
+interface InventoryMarginRankingEntry {
+  item: string;
+  revenue: number;
+  costProxy: number;
+  spread: number;
+  marginPct: number | null;
+  saleQuantity: number;
+  purchaseQuantity: number;
+  saleDocuments: number;
+  purchaseDocuments: number;
+}
+
+function inventoryRowItemLabel(row: ComposeStageRow, deps: InventoryReplyDeps): string | null {
+  return deps.summarizeInventoryTraceRows([row]).item;
+}
+
+function buildInventoryMarginRankingEntries(rows: ComposeStageRow[], deps: InventoryReplyDeps): InventoryMarginRankingEntry[] {
+  const byItem = new Map<string, { item: string; saleRows: ComposeStageRow[]; purchaseRows: ComposeStageRow[] }>();
+  for (const row of rows) {
+    const item = inventoryRowItemLabel(row, deps);
+    if (!item) {
+      continue;
+    }
+    const key = item.trim().toLocaleLowerCase("ru");
+    const current = byItem.get(key) ?? { item, saleRows: [], purchaseRows: [] };
+    if (deps.isInventorySaleMovement(row)) {
+      current.saleRows.push(row);
+    }
+    if (deps.isInventoryPurchaseMovement(row)) {
+      current.purchaseRows.push(row);
+    }
+    byItem.set(key, current);
+  }
+
+  return Array.from(byItem.values())
+    .map((entry) => {
+      const revenue = sumInventoryRowAmount(entry.saleRows);
+      const costProxy = sumInventoryRowAmount(entry.purchaseRows);
+      const spread = revenue - costProxy;
+      return {
+        item: entry.item,
+        revenue,
+        costProxy,
+        spread,
+        marginPct: revenue > 0 ? (spread / revenue) * 100 : null,
+        saleQuantity: sumInventoryRowQuantity(entry.saleRows),
+        purchaseQuantity: sumInventoryRowQuantity(entry.purchaseRows),
+        saleDocuments: entry.saleRows.length,
+        purchaseDocuments: entry.purchaseRows.length
+      };
+    })
+    .filter((entry) => entry.revenue > 0 || entry.costProxy > 0);
+}
+
+function formatInventoryMarginRankingLine(
+  entry: InventoryMarginRankingEntry,
+  index: number,
+  deps: InventoryReplyDeps
+): string {
+  return `${index + 1}. ${entry.item} — выручка ${deps.formatMoneyRub(entry.revenue)}, себестоимостная база ${deps.formatMoneyRub(
+    entry.costProxy
+  )}, валовая разница ${deps.formatMoneyRub(entry.spread)}, маржа ${formatInventoryPercent(
+    entry.marginPct,
+    deps.formatNumberWithDots
+  )}.`;
+}
+
 export function composeInventoryReply(
   intent: AddressIntent,
   rows: ComposeStageRow[],
@@ -175,17 +250,23 @@ export function composeInventoryReply(
     const uniqueWarehouses = deps.uniqueStrings(
       positions.map((item) => String(item.warehouse ?? "").trim()).filter((item) => item.length > 0)
     );
-    const totalQuantity = positions.reduce((sum, item) => sum + item.quantity, 0);
     const totalAmount = positions.reduce((sum, item) => sum + item.amount, 0);
     const directAnswerLine =
       positions.length > 0
-        ? `На ${deps.formatDateRu(asOfDate)} на складе подтверждено ${deps.formatNumberWithDots(positions.length)} позиций с остатком на ${deps.formatMoneyRub(totalAmount)}.`
+        ? `На ${deps.formatDateRu(asOfDate)} на складе подтверждено ${deps.formatNumberWithDots(positions.length)} позиций на ${deps.formatMoneyRub(totalAmount)}.`
         : `На ${deps.formatDateRu(asOfDate)} подтвержденных товарных остатков по счету 41.01 не найдено.`;
     const lines: string[] = [directAnswerLine];
 
     if (positions.length > 0) {
       const visiblePositionsLimit = 6;
-      const visiblePositions = positions.slice(0, visiblePositionsLimit);
+      const positionsByAmount = [...positions].sort((left, right) => {
+        const amountDelta = right.amount - left.amount;
+        if (amountDelta !== 0) {
+          return amountDelta;
+        }
+        return left.item.localeCompare(right.item, "ru");
+      });
+      const visiblePositions = positionsByAmount.slice(0, visiblePositionsLimit);
       appendInventorySection(
         lines,
         "Позиции:",
@@ -213,11 +294,14 @@ export function composeInventoryReply(
       `Позиции с остатком: ${deps.formatNumberWithDots(positions.length)}.`,
       `Уникальных товаров: ${deps.formatNumberWithDots(uniqueItems.length)}.`,
       `Уникальных складов: ${deps.formatNumberWithDots(uniqueWarehouses.length)}.`,
-      `Суммарное количество: ${deps.formatNumberWithDots(totalQuantity, 3)}.`
+      "Общее количество не свожу в один управленческий показатель, потому что в остатках смешаны разнородные позиции."
     ]);
     if (rows.length !== positions.length) {
       lines.push(`- Проверенных строк движения: ${deps.formatNumberWithDots(rows.length)}.`);
     }
+    if (positions.length > 0) {
+      lines.push("- Следующий шаг: могу раскрыть полный список, разложить остатки по складам или сравнить с другой датой.");
+    }
 
     return positions.length > 0
       ? buildFactualListReply(lines, buildConfirmedBalanceSemantics("strong"))
@@ -539,6 +623,129 @@ export function composeInventoryReply(
       : buildFactualSummaryReply(lines, buildConfirmedBalanceSemantics("medium", false));
   }
 
+  if (intent === "inventory_margin_ranking_for_nomenclature") {
+    const entries = buildInventoryMarginRankingEntries(rows, deps);
+    const confirmedEntries = entries.filter((entry) => entry.revenue > 0 && entry.costProxy > 0);
+    const highMargin = [...confirmedEntries]
+      .sort((left, right) => right.spread - left.spread || (right.marginPct ?? -Infinity) - (left.marginPct ?? -Infinity))
+      .slice(0, 5);
+    const lowMargin = [...confirmedEntries]
+      .sort((left, right) => left.spread - right.spread || (left.marginPct ?? Infinity) - (right.marginPct ?? Infinity))
+      .slice(0, 5);
+    const salesWithoutCost = entries.filter((entry) => entry.revenue > 0 && entry.costProxy <= 0);
+    const purchasesWithoutSales = entries.filter((entry) => entry.costProxy > 0 && entry.revenue <= 0);
+    const periodLabel = inventoryProfitabilityPeriodLabel(options, deps);
+    const totalRevenue = entries.reduce((sum, entry) => sum + entry.revenue, 0);
+    const totalCostProxy = entries.reduce((sum, entry) => sum + entry.costProxy, 0);
+    const totalSpread = totalRevenue - totalCostProxy;
+    if (confirmedEntries.length === 0) {
+      const costBaseRowsRequested = asksForInventoryCostBaseRows(options.userMessage);
+      const lines: string[] = [
+        costBaseRowsRequested && purchasesWithoutSales.length === 0
+          ? `За период ${periodLabel} подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено.`
+          : `За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`
+      ];
+      const findings: string[] = [];
+      if (salesWithoutCost.length > 0) {
+        const salesCount = deps.formatNumberWithDots(salesWithoutCost.length);
+        const salesItemPhrase =
+          salesWithoutCost.length === 1 ? "1 номенклатурной позиции" : `${salesCount} номенклатурным позициям`;
+        findings.push(
+          `Есть реализация по ${salesItemPhrase}.`
+        );
+        findings.push(
+          salesWithoutCost.length === 1
+            ? "Подтвержденной себестоимости реализации по этой позиции не найдено."
+            : "Подтвержденной себестоимости реализации по этим позициям не найдено."
+        );
+        findings.push("Поэтому валовую прибыль и маржинальность честно посчитать нельзя.");
+      }
+      if (costBaseRowsRequested && purchasesWithoutSales.length === 0) {
+        findings.push("Строк себестоимости реализации / себестоимостной базы для показа нет.");
+      }
+      if (purchasesWithoutSales.length > 0) {
+        const purchaseCount = deps.formatNumberWithDots(purchasesWithoutSales.length);
+        const purchaseItemPhrase =
+          purchasesWithoutSales.length === 1 ? "1 позиции" : `${purchaseCount} позициям`;
+        findings.push(
+          purchasesWithoutSales.length === 1
+            ? `Есть себестоимостная база по ${purchaseItemPhrase}, но реализации по ней в периоде не найдено.`
+            : `Есть себестоимостная база по ${purchaseItemPhrase}, но реализации по ним в периоде не найдено.`
+        );
+      }
+      if (entries.length === 0) {
+        findings.push("В доступной выборке нет достаточных строк реализации и себестоимости по номенклатуре.");
+      }
+      appendInventoryBulletSection(lines, "Что нашлось:", findings);
+      lines.push(
+        `Вывод: за период ${periodLabel} нет достаточной базы для рейтинга «высокая / низкая прибыль» по номенклатуре.`
+      );
+      const nextActions: string[] = [];
+      if (salesWithoutCost.length > 0) {
+        nextActions.push("показать найденные реализации за этот период;");
+      }
+      if (purchasesWithoutSales.length > 0) {
+        nextActions.push("показать найденные строки себестоимостной базы за этот период;");
+      }
+      nextActions.push(
+        "расширить период до квартала или года;",
+        "попробовать строгий расчет по проводкам 90.01 / 90.02;",
+        "построить управленческий proxy по закупочным документам, если такой способ допустим для вашей проверки."
+      );
+      appendInventoryBulletSection(lines, "Что можно сделать дальше:", nextActions);
+      appendInventoryBulletSection(lines, "Граница ответа:", [
+        "Прибыльность номенклатуры считаю только когда есть реализация и подтвержденная себестоимость реализации.",
+        "Это не показатель чистой прибыли и не замена закрытию месяца."
+      ]);
+      return buildFactualSummaryReply(lines, buildConfirmedBalanceSemantics(entries.length > 0 ? "medium" : "weak", false));
+    }
+    const directAnswerLine =
+      confirmedEntries.length > 0
+        ? `За период ${periodLabel} собран рейтинг реализованной номенклатуры по валовой маржинальности: выручка ${deps.formatMoneyRub(
+            totalRevenue
+          )}, себестоимостная база ${deps.formatMoneyRub(totalCostProxy)}, расчетная валовая разница ${deps.formatMoneyRub(
+            totalSpread
+          )}.`
+        : `За период ${periodLabel} не удалось подтвердить рейтинг прибыльности номенклатуры: нужны одновременно строки реализации и закупочного/себестоимостного следа по товарам.`;
+    const lines: string[] = [directAnswerLine];
+
+    if (highMargin.length > 0) {
+      appendInventorySection(
+        lines,
+        "Высокая валовая маржинальность:",
+        highMargin.map((entry, index) => formatInventoryMarginRankingLine(entry, index, deps))
+      );
+    }
+    if (lowMargin.length > 0) {
+      appendInventorySection(
+        lines,
+        "Низкая или отрицательная валовая маржинальность:",
+        lowMargin.map((entry, index) => formatInventoryMarginRankingLine(entry, index, deps))
+      );
+    }
+
+    const boundaryLines = [
+      "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не показатель чистой прибыли.",
+      "Для строгого бухгалтерского расчета нужны проводки 90.01 / 90.02 и закрытие себестоимости; этот ответ не подменяет закрытие месяца."
+    ];
+    if (salesWithoutCost.length > 0) {
+      boundaryLines.push(
+        `По ${deps.formatNumberWithDots(salesWithoutCost.length)} позициям есть продажи, но нет подтвержденной себестоимости реализации — их нельзя честно ранжировать по прибыли.`
+      );
+    }
+    if (purchasesWithoutSales.length > 0) {
+      boundaryLines.push(
+        `По ${deps.formatNumberWithDots(purchasesWithoutSales.length)} позициям есть себестоимостная база без реализации в этом периоде.`
+      );
+    }
+    appendInventoryBulletSection(lines, "Граница ответа:", boundaryLines);
+
+    return buildFactualSummaryReply(
+      lines,
+      buildConfirmedBalanceSemantics(confirmedEntries.length > 0 ? "strong" : entries.length > 0 ? "medium" : "weak", confirmedEntries.length > 0)
+    );
+  }
+
   if (intent === "inventory_profitability_for_item") {
     const purchaseRows = rows.filter((row) => deps.isInventoryPurchaseMovement(row));
     const saleRows = rows.filter((row) => deps.isInventorySaleMovement(row));

llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts

@@ -84,6 +84,14 @@ function sessionOrganizationName(
   return toNonEmptyString(scope?.selectedOrganization) ?? toNonEmptyString(scope?.activeOrganization);
 }
 
+function sessionKnownOrganizations(
+  sessionOrganizationScope: BuildAssistantAddressOrchestrationRuntimeInput["sessionOrganizationScope"]
+): unknown[] {
+  const scope = toRecordObject(sessionOrganizationScope);
+  const knownOrganizations = scope?.knownOrganizations;
+  return Array.isArray(knownOrganizations) ? knownOrganizations : [];
+}
+
 function predecomposeOrganizationName(
   predecomposeContract: Record<string, unknown> | null,
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
@@ -130,6 +138,122 @@ function mergeOrganizationIntoDiscoveryFollowupContext(
   return base;
 }
 
+function compactLower(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function hasCompactCashflowFollowupSignal(text: string | null): boolean {
+  const value = compactLower(text);
+  if (!value) {
+    return false;
+  }
+  return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+}
+
+function dateScopeToFilterWindow(dateScope: string | null): Record<string, string> | null {
+  if (!dateScope) {
+    return null;
+  }
+  if (/^(?:19|20)\d{2}$/.test(dateScope)) {
+    return {
+      period_from: `${dateScope}-01-01`,
+      period_to: `${dateScope}-12-31`
+    };
+  }
+  if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(dateScope)) {
+    return { as_of_date: dateScope };
+  }
+  return null;
+}
+
+function looksLikeReliableOrganizationScope(value: string | null): boolean {
+  const text = compactLower(value);
+  if (!text) {
+    return false;
+  }
+  if (/(?:\u0440\u0430\u0437\u0431\u0438\u0432|\u0440\u0430\u0437\u0440\u0435\u0437|\u0432\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043d\u0435\u0442\u0442\u043e|\u0442\u043e\u043f)/iu.test(text)) {
+    return false;
+  }
+  return /(?:^|[\s"'\u00ab])(?:\u043e\u043e\u043e|\u0438\u043f|\u043f\u0430\u043e|\u0430\u043e|\u0437\u0430\u043e)(?:[\s"'\u00bb]|$)|\u043e\u0431\u0449\u0435\u0441\u0442\u0432\p{L}*\s+\u0441\s+\u043e\u0433\u0440\u0430\u043d\u0438\u0447\p{L}*\s+\u043e\u0442\u0432\p{L}*|\b(?:llc|inc|corp)\b/iu.test(text);
+}
+
+function inferBusinessOverviewDiscoveryContextFromSessionItems(
+  sessionItems: unknown[],
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): Record<string, unknown> | null {
+  for (let index = sessionItems.length - 1; index >= 0; index -= 1) {
+    const item = toRecordObject(sessionItems[index]);
+    if (toNonEmptyString(item?.role) !== "assistant") {
+      continue;
+    }
+    const debug = toRecordObject(item?.debug);
+    const entryPoint = toRecordObject(debug?.assistant_mcp_discovery_entry_point_v1);
+    const turnInput = toRecordObject(entryPoint?.turn_input);
+    const dataNeedGraph = toRecordObject(turnInput?.data_need_graph);
+    if (toNonEmptyString(dataNeedGraph?.business_fact_family) !== "business_overview") {
+      continue;
+    }
+    const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+    const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+    if (!filterWindow) {
+      continue;
+    }
+    const previousFilters: Record<string, unknown> = { ...filterWindow };
+    const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+    if (looksLikeReliableOrganizationScope(organization)) {
+      previousFilters.organization = organization;
+    }
+    const rankingNeed = toNonEmptyString(dataNeedGraph?.ranking_need);
+    return {
+      previous_discovery_pilot_scope: "business_overview_route_template_v1",
+      previous_filters: previousFilters,
+      root_filters: { ...previousFilters },
+      previous_seeded_ranking_need: rankingNeed,
+      previous_intent: "business_overview",
+      root_intent: "business_overview"
+    };
+  }
+  return null;
+}
+
+function mergeBusinessOverviewDateContextForCompactCashflow(input: {
+  userMessage: string;
+  followupContext: Record<string, unknown> | null;
+  sessionItems: unknown[];
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
+}): Record<string, unknown> | null {
+  if (!hasCompactCashflowFollowupSignal(input.userMessage)) {
+    return input.followupContext;
+  }
+  const existingFilters = toRecordObject(input.followupContext?.previous_filters);
+  if (
+    input.toNonEmptyString(existingFilters?.period_from) ||
+    input.toNonEmptyString(existingFilters?.period_to) ||
+    input.toNonEmptyString(existingFilters?.as_of_date)
+  ) {
+    return input.followupContext;
+  }
+  const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
+  if (!inferred) {
+    return input.followupContext;
+  }
+  return {
+    ...inferred,
+    ...(input.followupContext ?? {}),
+    previous_filters: {
+      ...(toRecordObject(inferred.previous_filters) ?? {}),
+      ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+    },
+    root_filters: {
+      ...(toRecordObject(inferred.root_filters) ?? {}),
+      ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+    }
+  };
+}
+
 function hasSelectedObjectInventorySignal(text: string | null): boolean {
   return /(?:по\s+выбранному\s+объекту|по\s+выбранной\s+позиции|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ним|selected\s+object)/iu.test(
     String(text ?? "")
@@ -157,6 +281,7 @@ function isInventorySelectedObjectOrRootIntent(intent: string | null): boolean {
     intent === "inventory_purchase_provenance_for_item" ||
     intent === "inventory_purchase_documents_for_item" ||
     intent === "inventory_sale_trace_for_item" ||
+    intent === "inventory_margin_ranking_for_nomenclature" ||
     intent === "inventory_profitability_for_item" ||
     intent === "inventory_purchase_to_sale_chain" ||
     intent === "inventory_aging_by_purchase_date"
@@ -175,6 +300,18 @@ function isGenericCanonicalDriftIntent(intent: string | null): boolean {
   );
 }
 
+function hasInventoryMarginRankingAccountCorrectionCue(text: string | null): boolean {
+  const value = String(text ?? "").toLowerCase();
+  if (!value.trim()) {
+    return false;
+  }
+  return (
+    /\b41(?:[.,]\d{1,2})?\b/iu.test(value) &&
+    /\b01(?:[.,]\d{1,2})?\b/iu.test(value) &&
+    /(?:\u0430\s+\u043d\u0435|\u043d\u0435|\u0432\u043c\u0435\u0441\u0442\u043e|not|instead)/iu.test(value)
+  );
+}
+
 function hasSameDateFollowupSignal(text: string | null): boolean {
   return /(?:эту\s+же\s+дат(?:у|е|ой)|ту\s+же\s+дат(?:у|е|ой)|same\s+date)/iu.test(String(text ?? ""));
 }
@@ -240,6 +377,12 @@ function shouldPreferRawFollowupMessage(
   const hasInventoryFrameCarryover =
     isInventorySelectedObjectOrRootIntent(previousIntent) ||
     isInventorySelectedObjectOrRootIntent(rootIntent);
+  const hasInventoryMarginRankingCarryover =
+    previousIntent === "inventory_margin_ranking_for_nomenclature" ||
+    rootIntent === "inventory_margin_ranking_for_nomenclature";
+  const hasInventoryMarginRankingAccountCorrection =
+    hasInventoryMarginRankingCarryover &&
+    [rawMessage, canonicalMessage].some((message) => hasInventoryMarginRankingAccountCorrectionCue(message));
   const hasDocumentCarryover =
     previousIntent === "list_documents_by_counterparty" || previousIntent === "list_documents_by_contract";
 
@@ -263,6 +406,13 @@ function shouldPreferRawFollowupMessage(
     return true;
   }
 
+  if (
+    hasInventoryMarginRankingAccountCorrection &&
+    (intent === "account_balance_snapshot" || intent === "documents_forming_balance" || intent === "unknown")
+  ) {
+    return true;
+  }
+
   return (
     (hasSelectedObjectInventorySignal(rawMessage) || hasInventoryItemCarryover) &&
     (hasSelectedObjectInventoryActionCue(rawMessage) || hasShortInventoryPurchaseFollowupCue(rawMessage)) &&
@@ -363,12 +513,18 @@ export async function buildAssistantAddressOrchestrationRuntime(
   const orchestrationContract = toRecordObject(orchestrationDecision.orchestrationContract);
   const predecomposeContract = toRecordObject(addressPreDecompose.predecomposeContract);
   const explicitPredecomposeOrganization = predecomposeOrganizationName(predecomposeContract, input.toNonEmptyString);
-  const discoveryFollowupContext = mergeOrganizationIntoDiscoveryFollowupContext(
+  const discoveryFollowupContextWithOrganization = mergeOrganizationIntoDiscoveryFollowupContext(
     followupContext,
     explicitPredecomposeOrganization
       ? null
       : sessionOrganizationName(input.sessionOrganizationScope ?? null, input.toNonEmptyString)
   );
+  const discoveryFollowupContext = mergeBusinessOverviewDateContextForCompactCashflow({
+    userMessage: input.userMessage,
+    followupContext: discoveryFollowupContextWithOrganization,
+    sessionItems: input.sessionItems,
+    toNonEmptyString: input.toNonEmptyString
+  });
   const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(
     input.userMessage,
     addressInputMessage,
@@ -384,7 +540,8 @@ export async function buildAssistantAddressOrchestrationRuntime(
       effectiveMessage: addressInputMessage,
       assistantTurnMeaning: toRecordObject(orchestrationContract?.assistant_turn_meaning),
       predecomposeContract,
-      followupContext: discoveryFollowupContext
+      followupContext: discoveryFollowupContext,
+      knownOrganizations: sessionKnownOrganizations(input.sessionOrganizationScope ?? null)
     })) as Record<string, unknown>;
   } catch (error) {
     mcpDiscoveryRuntimeEntryPointError = String(error instanceof Error ? error.message : error ?? "unknown_error").slice(0, 280);

llm_normalizer/backend/src/services/assistantCapabilityBindingResponseGuard.ts

@@ -34,6 +34,13 @@ function formatMissingAnchors(anchors: string[]): string {
 }
 
 function buildClarificationReply(binding: AssistantCapabilityRuntimeBindingContract): string {
+  if (binding.capability_contract_id === "inventory_inventory_margin_ranking_for_nomenclature") {
+    return [
+      "Для рейтинга прибыльности номенклатуры нужен период.",
+      "Могу посчитать по номенклатуре: выручку без НДС, себестоимость реализации, валовую прибыль и маржинальность.",
+      "Уточните период: месяц, квартал, год или весь доступный период."
+    ].join("\n\n");
+  }
   return [
     "Нужно уточнение, чтобы не подставить неподтвержденный объект в расчет.",
     `Не хватает: ${formatMissingAnchors(binding.missing_anchors)}.`,

llm_normalizer/backend/src/services/assistantCapabilityRuntimeBindingAdapter.ts

@@ -161,6 +161,15 @@ function anchorSatisfied(requiredAnchor: string, providedAnchors: string[], debu
   if (providedAnchors.includes(requiredAnchor)) {
     return true;
   }
+  if (requiredAnchor === "period") {
+    return (
+      (hasValue(filters?.period_from) && hasValue(filters?.period_to)) ||
+      hasValue(filters?.as_of_date) ||
+      providedAnchors.includes("period_from") ||
+      providedAnchors.includes("period_to") ||
+      providedAnchors.includes("as_of_date")
+    );
+  }
   if (requiredAnchor === "item") {
     return (
       providedAnchors.includes("selected_object") ||

llm_normalizer/backend/src/services/assistantEvidencePlanner.ts

@@ -0,0 +1,278 @@
+import type { AssistantMcpDiscoveryDataNeedGraphContract } from "./assistantMcpDiscoveryDataNeedGraph";
+import type {
+  AssistantMcpDiscoveryPlanContract,
+  AssistantMcpDiscoveryPrimitive,
+  AssistantMcpDiscoveryTurnMeaningRef
+} from "./assistantMcpDiscoveryPolicy";
+
+export const ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION = "assistant_evidence_planner_v1" as const;
+
+export type AssistantEvidencePlannerStatus = "ready_for_execution" | "needs_clarification" | "blocked";
+export type AssistantEvidenceCoverageExpectation = "confirmed_coverage" | "bounded_inference" | "clarification";
+export type AssistantEvidenceAnswerMode =
+  | "confirmed_business_answer"
+  | "bounded_business_inference"
+  | "clarification_required"
+  | "checked_sources_only";
+
+export interface AssistantEvidenceDataNeedContract {
+  business_fact_family: string | null;
+  action_family: string | null;
+  aggregation_need: string | null;
+  comparison_need: string | null;
+  ranking_need: string | null;
+  time_scope_need: string | null;
+  proof_expectation: string | null;
+  subject_candidates: string[];
+}
+
+export interface AssistantEvidenceAxesContract {
+  required_axes: string[];
+  provided_axes: string[];
+  missing_axes: string[];
+  user_actionable_missing_axes: string[];
+  clarification_gaps: string[];
+}
+
+export interface AssistantEvidencePrimitivePlanContract {
+  selected_chain_id: string;
+  allowed_primitives: AssistantMcpDiscoveryPrimitive[];
+  rejected_primitives: string[];
+  execution_budget: AssistantMcpDiscoveryPlanContract["execution_budget"];
+}
+
+export interface AssistantEvidenceCoverageGateContract {
+  requires_evidence_gate: true;
+  expected_coverage: AssistantEvidenceCoverageExpectation;
+  answer_permission_if_satisfied: AssistantEvidenceAnswerMode;
+  answer_may_use_raw_model_claims: false;
+}
+
+export interface AssistantEvidenceAnswerContract {
+  answer_mode: AssistantEvidenceAnswerMode;
+  required_user_layers: string[];
+  forbidden_overclaim_flags: string[];
+  must_keep_internal_mechanics_hidden: true;
+}
+
+export interface AssistantEvidencePlannerContract {
+  schema_version: typeof ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION;
+  policy_owner: "assistantEvidencePlanner";
+  planner_status: AssistantEvidencePlannerStatus;
+  semantic_data_need: string | null;
+  selected_chain_id: string;
+  data_need: AssistantEvidenceDataNeedContract;
+  evidence_axes: AssistantEvidenceAxesContract;
+  primitive_plan: AssistantEvidencePrimitivePlanContract;
+  coverage_gate: AssistantEvidenceCoverageGateContract;
+  answer_contract: AssistantEvidenceAnswerContract;
+  reason_codes: string[];
+}
+
+export interface BuildAssistantEvidencePlannerInput {
+  selectedChainId: string;
+  plannerStatus: AssistantEvidencePlannerStatus;
+  semanticDataNeed?: string | null;
+  dataNeedGraph?: AssistantMcpDiscoveryDataNeedGraphContract | null;
+  discoveryPlan: AssistantMcpDiscoveryPlanContract;
+  additionalMissingAxes?: string[] | null;
+}
+
+function toNonEmptyString(value: unknown): string | null {
+  if (value === null || value === undefined) {
+    return null;
+  }
+  const text = String(value).trim();
+  return text.length > 0 ? text : null;
+}
+
+function normalizeReasonCode(value: string): string | null {
+  const normalized = value
+    .trim()
+    .replace(/[^\p{L}\p{N}_.:-]+/gu, "_")
+    .replace(/^_+|_+$/g, "")
+    .toLowerCase();
+  return normalized.length > 0 ? normalized.slice(0, 120) : null;
+}
+
+function pushReason(target: string[], value: string): void {
+  const normalized = normalizeReasonCode(value);
+  if (normalized && !target.includes(normalized)) {
+    target.push(normalized);
+  }
+}
+
+function uniqueStrings(values: unknown[]): string[] {
+  const result: string[] = [];
+  for (const value of values) {
+    const text = toNonEmptyString(value);
+    if (text && !result.includes(text)) {
+      result.push(text);
+    }
+  }
+  return result;
+}
+
+function providedAxesFromMeaning(meaning: AssistantMcpDiscoveryTurnMeaningRef | null): string[] {
+  const result: string[] = [];
+  if ((meaning?.explicit_entity_candidates?.length ?? 0) > 0) {
+    result.push("counterparty");
+    result.push("business_entity");
+  }
+  if (toNonEmptyString(meaning?.explicit_organization_scope)) {
+    result.push("organization");
+  }
+  if (toNonEmptyString(meaning?.explicit_date_scope)) {
+    result.push("period");
+  }
+  if (toNonEmptyString(meaning?.asked_aggregation_axis)) {
+    result.push("aggregate_axis");
+  }
+  if (toNonEmptyString(meaning?.metadata_scope_hint)) {
+    result.push("metadata_scope");
+  }
+  return uniqueStrings(result);
+}
+
+function missingAxes(requiredAxes: string[], providedAxes: string[]): string[] {
+  return requiredAxes.filter((axis) => !providedAxes.includes(axis));
+}
+
+const USER_ACTIONABLE_AXIS_SET = new Set([
+  "counterparty",
+  "business_entity",
+  "organization",
+  "period",
+  "as_of_date",
+  "item",
+  "supplier",
+  "buyer",
+  "warehouse",
+  "document",
+  "contract",
+  "metadata_scope",
+  "lane_family_choice"
+]);
+
+function userActionableMissingAxes(axes: string[]): string[] {
+  return axes.filter((axis) => USER_ACTIONABLE_AXIS_SET.has(axis));
+}
+
+function coverageExpectationFor(
+  graph: AssistantMcpDiscoveryDataNeedGraphContract | null
+): AssistantEvidenceCoverageExpectation {
+  if (graph?.proof_expectation === "bounded_inference") {
+    return "bounded_inference";
+  }
+  if (graph?.proof_expectation === "clarification_required") {
+    return "clarification";
+  }
+  return "confirmed_coverage";
+}
+
+function answerModeFor(input: {
+  plannerStatus: AssistantEvidencePlannerStatus;
+  coverageExpectation: AssistantEvidenceCoverageExpectation;
+}): AssistantEvidenceAnswerMode {
+  if (input.plannerStatus === "needs_clarification") {
+    return "clarification_required";
+  }
+  if (input.plannerStatus === "blocked") {
+    return "checked_sources_only";
+  }
+  if (input.coverageExpectation === "bounded_inference") {
+    return "bounded_business_inference";
+  }
+  if (input.coverageExpectation === "clarification") {
+    return "clarification_required";
+  }
+  return "confirmed_business_answer";
+}
+
+function requiredUserLayersFor(answerMode: AssistantEvidenceAnswerMode): string[] {
+  if (answerMode === "clarification_required") {
+    return ["clarifying_question", "why_needed", "available_calculation"];
+  }
+  if (answerMode === "bounded_business_inference") {
+    return ["business_conclusion", "key_figures", "evidence_boundary", "next_step"];
+  }
+  if (answerMode === "checked_sources_only") {
+    return ["checked_sources_boundary", "unknowns", "next_probe"];
+  }
+  return ["direct_business_answer", "key_figures", "evidence_boundary", "next_step"];
+}
+
+export function buildAssistantEvidencePlanner(
+  input: BuildAssistantEvidencePlannerInput
+): AssistantEvidencePlannerContract {
+  const graph = input.dataNeedGraph ?? null;
+  const plan = input.discoveryPlan;
+  const turnMeaning = plan.turn_meaning_ref;
+  const requiredAxes = uniqueStrings(plan.required_axes);
+  const providedAxes = providedAxesFromMeaning(turnMeaning);
+  const graphClarificationGaps = uniqueStrings(graph?.clarification_gaps ?? []);
+  const additionalAxisGaps = uniqueStrings(input.additionalMissingAxes ?? []).filter(
+    (axis) => !providedAxes.includes(axis) && (requiredAxes.includes(axis) || USER_ACTIONABLE_AXIS_SET.has(axis)),
+  );
+  const axisGaps = uniqueStrings([...additionalAxisGaps, ...missingAxes(requiredAxes, providedAxes)]);
+  const actionableAxisGaps = userActionableMissingAxes(axisGaps);
+  const clarificationGaps = uniqueStrings([...graphClarificationGaps, ...axisGaps]);
+  const coverageExpectation = coverageExpectationFor(graph);
+  const answerMode = answerModeFor({
+    plannerStatus: input.plannerStatus,
+    coverageExpectation
+  });
+  const reasonCodes = uniqueStrings(plan.reason_codes);
+
+  pushReason(reasonCodes, "evidence_planner_contract_built");
+  if (graph) {
+    pushReason(reasonCodes, "evidence_planner_consumed_data_need_graph");
+  }
+  if (clarificationGaps.length > 0) {
+    pushReason(reasonCodes, "evidence_planner_has_missing_axes_or_gaps");
+  }
+
+  return {
+    schema_version: ASSISTANT_EVIDENCE_PLANNER_SCHEMA_VERSION,
+    policy_owner: "assistantEvidencePlanner",
+    planner_status: input.plannerStatus,
+    semantic_data_need: toNonEmptyString(input.semanticDataNeed),
+    selected_chain_id: input.selectedChainId,
+    data_need: {
+      business_fact_family: graph?.business_fact_family ?? null,
+      action_family: graph?.action_family ?? null,
+      aggregation_need: graph?.aggregation_need ?? null,
+      comparison_need: graph?.comparison_need ?? null,
+      ranking_need: graph?.ranking_need ?? null,
+      time_scope_need: graph?.time_scope_need ?? null,
+      proof_expectation: graph?.proof_expectation ?? null,
+      subject_candidates: uniqueStrings(graph?.subject_candidates ?? [])
+    },
+    evidence_axes: {
+      required_axes: requiredAxes,
+      provided_axes: providedAxes,
+      missing_axes: axisGaps,
+      user_actionable_missing_axes: actionableAxisGaps,
+      clarification_gaps: clarificationGaps
+    },
+    primitive_plan: {
+      selected_chain_id: input.selectedChainId,
+      allowed_primitives: plan.allowed_primitives,
+      rejected_primitives: plan.rejected_primitives,
+      execution_budget: plan.execution_budget
+    },
+    coverage_gate: {
+      requires_evidence_gate: true,
+      expected_coverage: coverageExpectation,
+      answer_permission_if_satisfied: answerMode,
+      answer_may_use_raw_model_claims: false
+    },
+    answer_contract: {
+      answer_mode: answerMode,
+      required_user_layers: requiredUserLayersFor(answerMode),
+      forbidden_overclaim_flags: uniqueStrings(graph?.forbidden_overclaim_flags ?? []),
+      must_keep_internal_mechanics_hidden: true
+    },
+    reason_codes: reasonCodes
+  };
+}

llm_normalizer/backend/src/services/assistantMcpDiscoveryAnswerAdapter.ts

@@ -1392,26 +1392,18 @@ function derivedValueFlowConfirmedLine(pilot: AssistantMcpDiscoveryPilotExecutio
   const organization = organizationScope ? ` по организации ${organizationScope}` : "";
   const counterparty = flow.counterparty ? ` по контрагенту ${flow.counterparty}` : "";
   const period = flow.period_scope ? ` за период ${flow.period_scope}` : " в проверенном окне";
-  const movementLabel =
-    flow.value_flow_direction === "outgoing_supplier_payout"
-      ? "исходящих платежей/списаний"
-      : "входящих денежных поступлений";
   const totalLabel =
     flow.value_flow_direction === "outgoing_supplier_payout"
-      ? "сумма исходящих платежей/списаний составляет"
-      : "сумма входящих денежных поступлений составляет";
+      ? "исходящие платежи/списания"
+      : "входящие денежные поступления";
   const caveat =
     flow.value_flow_direction === "outgoing_supplier_payout"
-      ? "Это расчет по найденным строкам 1С, а не подтверждение полного объема платежей вне проверенного окна."
-      : "Это расчет по найденным строкам 1С, а не подтверждение полного объема поступлений вне проверенного окна.";
-  const dates =
-    flow.first_movement_date && flow.latest_movement_date
-      ? ` Первая найденная дата движения: ${flow.first_movement_date}; последняя: ${flow.latest_movement_date}.`
-      : "";
+      ? "Граница: это проверенный денежный срез по найденным списаниям в 1С, не внешний аудит всех платежей вне этого окна."
+      : "Граница: это проверенный денежный срез по найденным поступлениям в 1С, не внешний аудит всех поступлений вне этого окна.";
   const limitCaveat = flow.coverage_limited_by_probe_limit
-    ? " Лимит строк проверки достигнут; полный запрошенный период может быть покрыт не полностью."
+    ? " Проверка уперлась в лимит строк, поэтому полный период может быть покрыт не полностью."
     : "";
-  return `По найденным строкам ${movementLabel} в 1С${counterparty}${period} ${totalLabel} ${flow.total_amount_human_ru} Учтено строк с суммой: ${flow.rows_with_amount} из ${flow.rows_matched}.${dates}${limitCaveat} ${caveat}`;
+  return `${totalLabel}${counterparty || organization}${period}: ${flow.total_amount_human_ru}.${limitCaveat} ${caveat}`;
 }
 
 function derivedValueFlowMonthlyLines(pilot: AssistantMcpDiscoveryPilotExecutionContract): string[] {
@@ -2109,7 +2101,7 @@ export function buildAssistantMcpDiscoveryAnswerDraft(
     : pilot.derived_ranked_value_flow && derivedValueLine
     ? [derivedValueLine]
     : derivedValueLine
-    ? [...pilot.evidence.confirmed_facts, derivedValueLine, ...monthlyConfirmedLines]
+    ? [derivedValueLine, ...monthlyConfirmedLines]
     : valueFlowZeroResultConfirmedLine(pilot)
     ? [valueFlowZeroResultConfirmedLine(pilot)!]
     : derivedEntityResolutionLine

llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts

@@ -176,6 +176,18 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input: {
     return true;
   }
   const text = input.rawUtterance;
+  if (
+    /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(
+      text
+    )
+  ) {
+    return true;
+  }
+  if (
+    /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)
+  ) {
+    return true;
+  }
   return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|how\s+much)[\s\S]{0,120}(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447|\u0434\u0435\u043d\p{L}*|\u043f\u043e\u043b\u0443\u0447|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*)|(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447)[\s\S]{0,120}(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0432\u0441\u0435\u0433\u043e|\u0432\u043e\u043e\u0431\u0449\u0435|(?:19|20)\d{2}|all\s+time)|(?:\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|which|what)[\s\S]{0,80}(?:\u0441\u0430\u043c\p{L}*|top|best|most)[\s\S]{0,80}(?:\u0434\u043e\u0445\u043e\u0434\u043d|\u0432\u044b\u0440\u0443\u0447|\u043e\u0431\u043e\u0440\u043e\u0442|revenue|turnover)[\s\S]{0,40}(?:\u0433\u043e\u0434|year)/iu.test(
     text
   );
@@ -293,6 +305,12 @@ function rankingNeedFromRawUtterance(value: string): string | null {
   if (!text) {
     return null;
   }
+  if (/\u0438\u0441\u043a\u043b\u044e\u0447[\p{L}\p{N}_]*\s+\u0442\u043e\u043f/iu.test(text)) {
+    return null;
+  }
+  if (/(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u043d\u0435\s+\u0442\u043e\u043f\b|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430\b|без\s+топ(?:ов|а)?\b|не\s+топ\b|исключ\S*\s+топ|без\s+рейтинга\b)/iu.test(text)) {
+    return null;
+  }
   if (/(?:\u0442\u043e\u043f[-\s]?\d*|\u0441\u0430\u043c(?:\u044b\u0439|\u0430\u044f|\u043e\u0435|\u044b\u0435)|\u0431\u043e\u043b\u044c\u0448\u0435\s+\u0432\u0441\u0435\u0433\u043e|\u043d\u0430\u0438\u0431\u043e\u043b[\u0435\u0451]\u0435|\u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d|\u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c|\u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448|\u043b\u0443\u0447\u0448\u0438\u0439)/iu.test(text)) {
     return "top_desc";
   }
@@ -324,6 +342,16 @@ function rankingNeedFromRawUtterance(value: string): string | null {
   return null;
 }
 
+function suppressRankingNeedFromRawUtterance(value: string): boolean {
+  const text = lower(value);
+  if (!text) {
+    return false;
+  }
+  return /(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u043d\u0435\s+\u0442\u043e\u043f\b|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440\b|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430\b|без\s+топ(?:ов|а)?\b|не\s+топ\b|не\s+обзор\b|просто\s+ден\p{L}+|исключ\S*\s+топ|без\s+рейтинга\b)/iu.test(
+    text
+  );
+}
+
 function proofExpectationFor(input: {
   family: string | null;
   clarificationGaps: string[];
@@ -497,6 +525,7 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   const action = lower(turnMeaning?.asked_action_family);
   const unsupported = lower(turnMeaning?.unsupported_but_understood_family);
   const rawUtterance = lower(input.rawUtterance);
+  const rawQuestionSignal = lower([input.rawUtterance, turnMeaning?.raw_message, turnMeaning?.effective_message].join(" "));
   const aggregationAxis = lower(turnMeaning?.asked_aggregation_axis);
   const seededRankingNeed = toNonEmptyString(turnMeaning?.seeded_ranking_need);
   const explicitDateScope = toNonEmptyString(turnMeaning?.explicit_date_scope);
@@ -514,16 +543,22 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   });
   const aggregationNeed = aggregationNeedFor(aggregationAxis);
   const comparisonNeed = comparisonNeedFor(action);
-  const rankingNeed = rankingNeedFromRawUtterance(rawUtterance) ?? seededRankingNeed;
   const allTimeScopeHint = hasAllTimeScopeHint(rawUtterance);
   const subjectScopedBidirectionalAllTime =
     businessFactFamily === "value_flow" &&
     comparisonNeed === "incoming_vs_outgoing" &&
     subjectCandidates.length > 0 &&
     !explicitDateScope;
+  const suppressRankingNeed =
+    suppressRankingNeedFromRawUtterance(rawQuestionSignal) ||
+    /(?:\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?|\u043d\u0435\s+\u0442\u043e\u043f|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0438\u0441\u043a\u043b\u044e\u0447\w*\s+\u0442\u043e\u043f|\u0431\u0435\u0437\s+\u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430)/iu.test(
+      rawQuestionSignal
+    );
+  const rawRankingNeed = rankingNeedFromRawUtterance(rawQuestionSignal);
+  const rankingNeed = suppressRankingNeed ? null : rawRankingNeed ?? seededRankingNeed;
   const directBusinessOverviewMoneyAnswerHint = hasBusinessOverviewDirectMoneyAnswerHint({
     family: businessFactFamily,
-    rawUtterance,
+    rawUtterance: rawQuestionSignal,
     rankingNeed
   });
   const oneSidedOpenScopeTotalHint = hasOpenScopeOneSidedValueTotalHintUtf8Safe(rawUtterance, action);

llm_normalizer/backend/src/services/assistantMcpDiscoveryDebugAttachment.ts

@@ -1,13 +1,20 @@
 import type { AssistantMcpDiscoveryRuntimeEntryPointContract } from "./assistantMcpDiscoveryRuntimeEntryPoint";
 import type { AssistantMcpRouteCandidateContract } from "./assistantMcpDiscoveryRuntimeBridge";
+import type { AssistantMcpDiscoveryExecutionHandoffContract } from "./assistantMcpDiscoveryExecutionHandoff";
+import type { AssistantEvidencePlannerContract } from "./assistantEvidencePlanner";
 
 export interface AssistantMcpDiscoveryDebugAttachmentFields {
   assistant_mcp_discovery_entry_point_v1: AssistantMcpDiscoveryRuntimeEntryPointContract | null;
   mcp_discovery_entry_status: string | null;
   mcp_discovery_attempted: boolean;
-  mcp_discovery_hot_runtime_wired: false;
+  mcp_discovery_hot_runtime_wired: boolean;
   mcp_discovery_bridge_status: string | null;
   mcp_discovery_selected_chain_id: string | null;
+  mcp_discovery_evidence_plan_v1: AssistantEvidencePlannerContract | null;
+  mcp_discovery_evidence_plan_status: string | null;
+  mcp_discovery_evidence_plan_answer_mode: string | null;
+  mcp_discovery_evidence_plan_missing_axes: string[];
+  mcp_discovery_evidence_plan_expected_coverage: string | null;
   mcp_discovery_catalog_chain_template_matches: string[];
   mcp_discovery_catalog_chain_alignment_status: string | null;
   mcp_discovery_catalog_chain_top_match: string | null;
@@ -17,11 +24,18 @@ export interface AssistantMcpDiscoveryDebugAttachmentFields {
   mcp_discovery_route_candidate_fact_family: string | null;
   mcp_discovery_route_candidate_action_family: string | null;
   mcp_discovery_route_candidate_proof_expectation: string | null;
+  mcp_discovery_route_candidate_evidence_plan_status: string | null;
+  mcp_discovery_route_candidate_evidence_answer_mode: string | null;
+  mcp_discovery_route_candidate_evidence_expected_coverage: string | null;
   mcp_discovery_route_candidate_missing_axes: string[];
   mcp_discovery_route_candidate_provided_axes: string[];
   mcp_discovery_route_candidate_executable_now: boolean;
   mcp_discovery_route_candidate_enablement_reason: string | null;
   mcp_discovery_route_candidate_next_action: string | null;
+  mcp_discovery_execution_handoff_v1: AssistantMcpDiscoveryExecutionHandoffContract | null;
+  mcp_discovery_execution_handoff_status: string | null;
+  mcp_discovery_execution_handoff_allowed_hot_chain: boolean;
+  mcp_discovery_execution_handoff_can_use_guarded_response: boolean;
   mcp_discovery_answer_mode: string | null;
   mcp_discovery_business_fact_answer_allowed: boolean;
   mcp_discovery_user_facing_response_allowed: boolean;
@@ -78,6 +92,19 @@ function isRouteCandidateContract(value: unknown): value is AssistantMcpRouteCan
   );
 }
 
+function isEvidencePlannerContract(value: unknown): value is AssistantEvidencePlannerContract {
+  const record = toRecordObject(value);
+  return record?.schema_version === "assistant_evidence_planner_v1" && record?.policy_owner === "assistantEvidencePlanner";
+}
+
+function isExecutionHandoffContract(value: unknown): value is AssistantMcpDiscoveryExecutionHandoffContract {
+  const record = toRecordObject(value);
+  return (
+    record?.schema_version === "assistant_mcp_discovery_execution_handoff_v1" &&
+    record?.policy_owner === "assistantMcpDiscoveryExecutionHandoff"
+  );
+}
+
 function resolveEntryPoint(input: AttachAssistantMcpDiscoveryDebugInput): AssistantMcpDiscoveryRuntimeEntryPointContract | null {
   if (isMcpDiscoveryEntryPointContract(input.entryPoint)) {
     return input.entryPoint;
@@ -95,17 +122,31 @@ export function buildAssistantMcpDiscoveryDebugAttachmentFields(
   const entryPoint = resolveEntryPoint(input);
   const bridge = toRecordObject(entryPoint?.bridge);
   const planner = toRecordObject(bridge?.planner);
+  const evidencePlan = isEvidencePlannerContract(planner?.evidence_plan) ? planner.evidence_plan : null;
+  const evidencePlanAxes = toRecordObject(evidencePlan?.evidence_axes);
+  const evidencePlanCoverageGate = toRecordObject(evidencePlan?.coverage_gate);
+  const evidencePlanAnswerContract = toRecordObject(evidencePlan?.answer_contract);
   const chainAlignment = toRecordObject(planner?.catalog_chain_template_alignment);
   const routeCandidate = isRouteCandidateContract(bridge?.route_candidate) ? bridge.route_candidate : null;
+  const executionHandoff = isExecutionHandoffContract(bridge?.execution_handoff) ? bridge.execution_handoff : null;
   const answerDraft = toRecordObject(bridge?.answer_draft);
+  const hotRuntimeWired =
+    entryPoint?.hot_runtime_wired === true ||
+    bridge?.hot_runtime_wired === true ||
+    executionHandoff?.can_use_guarded_response === true;
 
   return {
     assistant_mcp_discovery_entry_point_v1: entryPoint,
     mcp_discovery_entry_status: toNonEmptyString(entryPoint?.entry_status),
     mcp_discovery_attempted: Boolean(entryPoint?.discovery_attempted),
-    mcp_discovery_hot_runtime_wired: false,
+    mcp_discovery_hot_runtime_wired: hotRuntimeWired,
     mcp_discovery_bridge_status: toNonEmptyString(bridge?.bridge_status),
     mcp_discovery_selected_chain_id: toNonEmptyString(planner?.selected_chain_id),
+    mcp_discovery_evidence_plan_v1: evidencePlan,
+    mcp_discovery_evidence_plan_status: toNonEmptyString(evidencePlan?.planner_status),
+    mcp_discovery_evidence_plan_answer_mode: toNonEmptyString(evidencePlanAnswerContract?.answer_mode),
+    mcp_discovery_evidence_plan_missing_axes: toStringArray(evidencePlanAxes?.missing_axes),
+    mcp_discovery_evidence_plan_expected_coverage: toNonEmptyString(evidencePlanCoverageGate?.expected_coverage),
     mcp_discovery_catalog_chain_template_matches: toStringArray(planner?.catalog_chain_template_matches),
     mcp_discovery_catalog_chain_alignment_status: toNonEmptyString(chainAlignment?.alignment_status),
     mcp_discovery_catalog_chain_top_match: toNonEmptyString(chainAlignment?.top_chain_template_match),
@@ -115,11 +156,18 @@ export function buildAssistantMcpDiscoveryDebugAttachmentFields(
     mcp_discovery_route_candidate_fact_family: toNonEmptyString(routeCandidate?.business_fact_family),
     mcp_discovery_route_candidate_action_family: toNonEmptyString(routeCandidate?.action_family),
     mcp_discovery_route_candidate_proof_expectation: toNonEmptyString(routeCandidate?.proof_expectation),
+    mcp_discovery_route_candidate_evidence_plan_status: toNonEmptyString(routeCandidate?.evidence_plan_status),
+    mcp_discovery_route_candidate_evidence_answer_mode: toNonEmptyString(routeCandidate?.evidence_answer_mode),
+    mcp_discovery_route_candidate_evidence_expected_coverage: toNonEmptyString(routeCandidate?.evidence_expected_coverage),
     mcp_discovery_route_candidate_missing_axes: toStringArray(routeCandidate?.missing_axes),
     mcp_discovery_route_candidate_provided_axes: toStringArray(routeCandidate?.provided_axes),
     mcp_discovery_route_candidate_executable_now: routeCandidate?.executable_now === true,
     mcp_discovery_route_candidate_enablement_reason: toNonEmptyString(routeCandidate?.enablement_reason),
     mcp_discovery_route_candidate_next_action: toNonEmptyString(routeCandidate?.recommended_next_action),
+    mcp_discovery_execution_handoff_v1: executionHandoff,
+    mcp_discovery_execution_handoff_status: toNonEmptyString(executionHandoff?.handoff_status),
+    mcp_discovery_execution_handoff_allowed_hot_chain: executionHandoff?.allowed_hot_chain === true,
+    mcp_discovery_execution_handoff_can_use_guarded_response: executionHandoff?.can_use_guarded_response === true,
     mcp_discovery_answer_mode: toNonEmptyString(answerDraft?.answer_mode),
     mcp_discovery_business_fact_answer_allowed: bridge?.business_fact_answer_allowed === true,
     mcp_discovery_user_facing_response_allowed: bridge?.user_facing_response_allowed === true,

llm_normalizer/backend/src/services/assistantMcpDiscoveryExecutionHandoff.ts

@@ -0,0 +1,134 @@
+import type { AssistantMcpDiscoveryAnswerDraftContract } from "./assistantMcpDiscoveryAnswerAdapter";
+import type { AssistantMcpDiscoveryPilotExecutionContract } from "./assistantMcpDiscoveryPilotExecutor";
+import type { AssistantMcpDiscoveryChainId } from "./assistantMcpDiscoveryPlanner";
+import type {
+  AssistantMcpDiscoveryRuntimeBridgeStatus,
+  AssistantMcpRouteCandidateContract
+} from "./assistantMcpDiscoveryRuntimeBridge";
+
+export const ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION =
+  "assistant_mcp_discovery_execution_handoff_v1" as const;
+
+export type AssistantMcpDiscoveryExecutionHandoffStatus =
+  | "ready_for_guarded_response"
+  | "awaiting_user_scope"
+  | "checked_sources_only"
+  | "not_enabled_for_chain"
+  | "blocked";
+
+export interface AssistantMcpDiscoveryExecutionHandoffInput {
+  bridgeStatus: AssistantMcpDiscoveryRuntimeBridgeStatus;
+  routeCandidate: AssistantMcpRouteCandidateContract;
+  pilot: AssistantMcpDiscoveryPilotExecutionContract;
+  answerDraft: AssistantMcpDiscoveryAnswerDraftContract;
+  businessFactAnswerAllowed: boolean;
+  userFacingResponseAllowed: boolean;
+}
+
+export interface AssistantMcpDiscoveryExecutionHandoffContract {
+  schema_version: typeof ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION;
+  policy_owner: "assistantMcpDiscoveryExecutionHandoff";
+  handoff_status: AssistantMcpDiscoveryExecutionHandoffStatus;
+  selected_chain_id: AssistantMcpDiscoveryChainId;
+  route_candidate_status: AssistantMcpRouteCandidateContract["candidate_status"];
+  evidence_answer_mode: string | null;
+  evidence_expected_coverage: string | null;
+  pilot_status: AssistantMcpDiscoveryPilotExecutionContract["pilot_status"];
+  answer_mode: AssistantMcpDiscoveryAnswerDraftContract["answer_mode"];
+  mcp_execution_performed: boolean;
+  allowed_hot_chain: boolean;
+  can_use_guarded_response: boolean;
+  must_keep_internal_mechanics_hidden: true;
+  reason_codes: string[];
+}
+
+const HOT_HANDOFF_CHAIN_ALLOWLIST: AssistantMcpDiscoveryChainId[] = ["value_flow"];
+
+function uniqueStrings(values: string[]): string[] {
+  const result: string[] = [];
+  for (const value of values) {
+    const text = String(value ?? "").trim();
+    if (text && !result.includes(text)) {
+      result.push(text);
+    }
+  }
+  return result;
+}
+
+function handoffStatusFor(
+  input: AssistantMcpDiscoveryExecutionHandoffInput,
+  allowedHotChain: boolean
+): AssistantMcpDiscoveryExecutionHandoffStatus {
+  if (input.bridgeStatus === "needs_clarification" || input.routeCandidate.candidate_status === "needs_user_scope") {
+    return "awaiting_user_scope";
+  }
+  if (input.bridgeStatus === "checked_sources_only") {
+    return "checked_sources_only";
+  }
+  if (
+    input.bridgeStatus === "blocked" ||
+    input.bridgeStatus === "unsupported" ||
+    input.routeCandidate.candidate_status === "blocked" ||
+    input.routeCandidate.candidate_status === "needs_route_enablement"
+  ) {
+    return "blocked";
+  }
+  if (!allowedHotChain) {
+    return "not_enabled_for_chain";
+  }
+  return "ready_for_guarded_response";
+}
+
+export function buildAssistantMcpDiscoveryExecutionHandoff(
+  input: AssistantMcpDiscoveryExecutionHandoffInput
+): AssistantMcpDiscoveryExecutionHandoffContract {
+  const allowedHotChain = HOT_HANDOFF_CHAIN_ALLOWLIST.includes(input.routeCandidate.selected_chain_id);
+  const baseStatus = handoffStatusFor(input, allowedHotChain);
+  const readinessChecksPassed =
+    baseStatus === "ready_for_guarded_response" &&
+    input.bridgeStatus === "answer_draft_ready" &&
+    input.routeCandidate.candidate_status === "ready_for_reviewed_execution" &&
+    input.routeCandidate.executable_now === true &&
+    input.pilot.pilot_status === "executed" &&
+    input.pilot.mcp_execution_performed === true &&
+    input.businessFactAnswerAllowed === true &&
+    input.userFacingResponseAllowed === true &&
+    input.answerDraft.internal_mechanics_allowed === false;
+  const handoffStatus = readinessChecksPassed ? "ready_for_guarded_response" : baseStatus;
+  const reasonCodes = uniqueStrings([
+    `execution_handoff_status_${handoffStatus}`,
+    allowedHotChain ? "execution_handoff_chain_allowlisted" : "execution_handoff_chain_not_allowlisted",
+    input.routeCandidate.executable_now
+      ? "execution_handoff_route_candidate_executable"
+      : "execution_handoff_route_candidate_not_executable",
+    input.pilot.mcp_execution_performed
+      ? "execution_handoff_mcp_execution_performed"
+      : "execution_handoff_mcp_execution_not_performed",
+    input.businessFactAnswerAllowed
+      ? "execution_handoff_business_fact_allowed"
+      : "execution_handoff_business_fact_not_allowed",
+    input.userFacingResponseAllowed
+      ? "execution_handoff_user_facing_allowed"
+      : "execution_handoff_user_facing_not_allowed",
+    readinessChecksPassed
+      ? "execution_handoff_guarded_response_ready"
+      : "execution_handoff_guarded_response_not_ready"
+  ]);
+
+  return {
+    schema_version: ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION,
+    policy_owner: "assistantMcpDiscoveryExecutionHandoff",
+    handoff_status: handoffStatus,
+    selected_chain_id: input.routeCandidate.selected_chain_id,
+    route_candidate_status: input.routeCandidate.candidate_status,
+    evidence_answer_mode: input.routeCandidate.evidence_answer_mode,
+    evidence_expected_coverage: input.routeCandidate.evidence_expected_coverage,
+    pilot_status: input.pilot.pilot_status,
+    answer_mode: input.answerDraft.answer_mode,
+    mcp_execution_performed: input.pilot.mcp_execution_performed,
+    allowed_hot_chain: allowedHotChain,
+    can_use_guarded_response: readinessChecksPassed,
+    must_keep_internal_mechanics_hidden: true,
+    reason_codes: reasonCodes
+  };
+}

llm_normalizer/backend/src/services/assistantMcpDiscoveryPilotExecutor.ts

@@ -717,15 +717,59 @@ function aggregationAxisForPlanner(
   return axis === "month" ? "month" : null;
 }
 
+function cleanExplicitEntityCandidate(value: string): string | null {
+  let text = value.replace(/\s+/g, " ").trim();
+  if (!text) {
+    return null;
+  }
+  text = text
+    .replace(
+      /^(?:по\s+)?(?:деньгам|деньги|денежн(?:ый|ые|ого|ому|ым|ом)?\s+поток(?:у|ом|а|и)?|нетто|расчет(?:ам|ы)?|получили|получено|заплатили|уплачено|сколько)\s+(?:с|по)\s+/iu,
+      ""
+    )
+    .replace(/^(?:по\s+)?(?:контрагент(?:у|ом)?|поставщик(?:у|ом)?|клиент(?:у|ом)?)\s+/iu, "")
+    .replace(/\s+за\s+\d{4}(?:\s+год)?$/iu, "")
+    .trim();
+  return text || null;
+}
+
+function scoreExplicitEntityCandidate(raw: string, cleaned: string, index: number): number {
+  let score = 100 - index;
+  if (raw.trim() === cleaned) {
+    score += 20;
+  }
+  if (/^(?:по\s+)?(?:деньгам|деньги|денежн(?:ый|ые|ого|ому|ым|ом)?\s+поток(?:у|ом|а|и)?|нетто|расчет(?:ам|ы)?|получили|получено|заплатили|уплачено|сколько)\s+(?:с|по)\s+/iu.test(raw)) {
+    score -= 40;
+  }
+  if (/[А-ЯЁA-Z]/u.test(cleaned)) {
+    score += 8;
+  }
+  if (/(?:^|\s)(?:ООО|АО|ПАО|ИП|Группа|Комитет|Департамент)(?:\s|$)/u.test(cleaned)) {
+    score += 6;
+  }
+  score -= Math.max(0, cleaned.length - 60);
+  return score;
+}
+
 function firstEntityCandidate(planner: AssistantMcpDiscoveryPlannerContract): string | null {
   const candidates = planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
-  for (const candidate of candidates) {
-    const text = toNonEmptyString(candidate);
-    if (text) {
-      return text;
+  let best: { text: string; score: number } | null = null;
+  for (let index = 0; index < candidates.length; index += 1) {
+    const candidate = candidates[index];
+    const raw = toNonEmptyString(candidate);
+    if (!raw) {
+      continue;
+    }
+    const cleaned = cleanExplicitEntityCandidate(raw);
+    if (!cleaned) {
+      continue;
+    }
+    const score = scoreExplicitEntityCandidate(raw, cleaned, index);
+    if (!best || score > best.score) {
+      best = { text: cleaned, score };
     }
   }
-  return null;
+  return best?.text ?? null;
 }
 
 function dateScopeToFilters(dateScope: string | null): Pick<AddressFilterSet, "period_from" | "period_to"> {

llm_normalizer/backend/src/services/assistantMcpDiscoveryPlanner.ts

@@ -15,6 +15,10 @@ import {
   type AssistantMcpCatalogPlanReview
 } from "./assistantMcpCatalogIndex";
 import type { AssistantMcpDiscoveryDataNeedGraphContract } from "./assistantMcpDiscoveryDataNeedGraph";
+import {
+  buildAssistantEvidencePlanner,
+  type AssistantEvidencePlannerContract
+} from "./assistantEvidencePlanner";
 
 export const ASSISTANT_MCP_DISCOVERY_PLANNER_SCHEMA_VERSION = "assistant_mcp_discovery_planner_v1" as const;
 
@@ -91,6 +95,7 @@ export interface AssistantMcpDiscoveryPlannerContract {
   catalog_chain_template_alignment: AssistantMcpDiscoveryCatalogChainTemplateAlignment;
   proposed_primitives: AssistantMcpDiscoveryPrimitive[];
   required_axes: string[];
+  evidence_plan: AssistantEvidencePlannerContract;
   discovery_plan: AssistantMcpDiscoveryPlanContract;
   catalog_review: AssistantMcpCatalogPlanReview;
   reason_codes: string[];
@@ -153,6 +158,17 @@ function pushAllUnique(target: string[], values: string[]): void {
   }
 }
 
+function uniqueStringList(values: unknown[]): string[] {
+  const result: string[] = [];
+  for (const value of values) {
+    const text = toNonEmptyString(value);
+    if (text) {
+      pushUnique(result, text);
+    }
+  }
+  return result;
+}
+
 function pushCatalogChainTemplateAlignmentReasons(
   target: string[],
   alignment: AssistantMcpDiscoveryCatalogChainTemplateAlignment
@@ -1355,6 +1371,69 @@ function statusFrom(
   return "ready_for_execution";
 }
 
+function providedAxesFromPlanTurnMeaning(plan: AssistantMcpDiscoveryPlanContract): string[] {
+  const result: string[] = [];
+  const meaning = plan.turn_meaning_ref;
+  if ((meaning?.explicit_entity_candidates?.length ?? 0) > 0) {
+    pushUnique(result, "counterparty");
+    pushUnique(result, "business_entity");
+  }
+  if (toNonEmptyString(meaning?.explicit_organization_scope)) {
+    pushUnique(result, "organization");
+  }
+  if (toNonEmptyString(meaning?.explicit_date_scope)) {
+    pushUnique(result, "period");
+  }
+  if (toNonEmptyString(meaning?.asked_aggregation_axis)) {
+    pushUnique(result, "aggregate_axis");
+  }
+  if (toNonEmptyString(meaning?.metadata_scope_hint)) {
+    pushUnique(result, "metadata_scope");
+  }
+  return result;
+}
+
+function preferredClarificationAxesForRecipe(input: {
+  recipe: PlannerRecipe;
+  dataNeedGraph: AssistantMcpDiscoveryDataNeedGraphContract | null;
+}): string[] {
+  if (
+    input.recipe.chainId === "value_flow_ranking" ||
+    input.recipe.chainId === "value_flow_comparison" ||
+    input.recipe.chainId === "business_overview"
+  ) {
+    return ["organization"];
+  }
+  if (input.dataNeedGraph?.business_fact_family === "value_flow" && !hasSubjectCandidates(input.dataNeedGraph)) {
+    return ["organization"];
+  }
+  return [];
+}
+
+function missingAxesFromCatalogReview(
+  review: AssistantMcpCatalogPlanReview,
+  input: {
+    providedAxes: string[];
+    preferredAxes: string[];
+  }
+): string[] {
+  const result: string[] = [];
+  for (const options of Object.values(review.missing_axes_by_primitive)) {
+    const candidates = options
+      .map((option) => uniqueStringList(option).filter((axis) => !input.providedAxes.includes(axis)))
+      .filter((option) => option.length > 0);
+    const preferredCandidate = candidates.find((option) => option.some((axis) => input.preferredAxes.includes(axis)));
+    const candidate = preferredCandidate ?? candidates.sort((left, right) => left.length - right.length)[0];
+    if (!candidate) {
+      continue;
+    }
+    for (const axis of candidate) {
+      pushUnique(result, axis);
+    }
+  }
+  return result;
+}
+
 export function planAssistantMcpDiscovery(
   input: AssistantMcpDiscoveryPlannerInput
 ): AssistantMcpDiscoveryPlannerContract {
@@ -1422,6 +1501,17 @@ export function planAssistantMcpDiscovery(
   } else {
     pushReason(reasonCodes, "planner_needs_more_user_or_scope_context");
   }
+  const evidencePlan = buildAssistantEvidencePlanner({
+    selectedChainId: recipe.chainId,
+    plannerStatus,
+    semanticDataNeed,
+    dataNeedGraph,
+    discoveryPlan: plan,
+    additionalMissingAxes: missingAxesFromCatalogReview(adjustedReview, {
+      providedAxes: providedAxesFromPlanTurnMeaning(plan),
+      preferredAxes: preferredClarificationAxesForRecipe({ recipe, dataNeedGraph })
+    })
+  });
 
   return {
     schema_version: ASSISTANT_MCP_DISCOVERY_PLANNER_SCHEMA_VERSION,
@@ -1436,6 +1526,7 @@ export function planAssistantMcpDiscovery(
     catalog_chain_template_alignment: catalogChainTemplateAlignment,
     proposed_primitives: recipe.primitives,
     required_axes: recipe.axes,
+    evidence_plan: evidencePlan,
     discovery_plan: plan,
     catalog_review: adjustedReview,
     reason_codes: reasonCodes

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts

@@ -16,7 +16,7 @@ export interface AssistantMcpDiscoveryResponseCandidateContract {
   schema_version: typeof ASSISTANT_MCP_DISCOVERY_RESPONSE_CANDIDATE_SCHEMA_VERSION;
   policy_owner: "assistantMcpDiscoveryResponseCandidate";
   candidate_status: AssistantMcpDiscoveryResponseCandidateStatus;
-  hot_runtime_wired: false;
+  hot_runtime_wired: boolean;
   reply_type: "partial_coverage" | "clarification_required" | "no_grounded_answer";
   reply_text: string | null;
   eligible_for_future_hot_runtime: boolean;
@@ -60,6 +60,65 @@ function requestsFinancialCounterpartyBoundary(turnMeaning: Record<string, unkno
   );
 }
 
+function requestsCompactCashflowAnswer(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizeQuestionText([
+    turnMeaning?.raw_message,
+    turnMeaning?.effective_message,
+    graph?.source_message,
+    graph?.question
+  ].join(" "));
+  if (!text) {
+    return false;
+  }
+  if (
+    /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(
+      text
+    )
+  ) {
+    return true;
+  }
+  return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(
+    text
+  );
+}
+
+function requestsCashflowPolarityAnswer(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizeQuestionText([
+    turnMeaning?.raw_message,
+    turnMeaning?.effective_message,
+    graph?.source_message,
+    graph?.question
+  ].join(" "));
+  return /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(
+    text
+  );
+}
+
+function requestsDirectAccountingProfitAnswer(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizeQuestionText([
+    turnMeaning?.raw_message,
+    turnMeaning?.effective_message,
+    graph?.source_message,
+    graph?.question
+  ].join(" "));
+  if (!/(?:чист\p{L}{0,8}\s+прибыл|финрезультат|финансов\p{L}{0,12}\s+результат)/iu.test(text)) {
+    return false;
+  }
+  if (/(?:^|\s)(?:а\s+)?это\s+чист\p{L}{0,8}\s+прибыл|это\s+прибыл\p{L}{0,4}\s+или\s+нет/iu.test(text)) {
+    return false;
+  }
+  return /(?:какая|какой|сколько|посчитай|рассчитай|покажи|дай|определить|определи|найди|итог|за\s+\d{4})/iu.test(text);
+}
+
 function toStringList(value: unknown): string[] {
   if (!Array.isArray(value)) {
     return [];
@@ -262,7 +321,7 @@ function localizeLine(value: string): string {
     return "Сумма исходящих платежей рассчитана только по подтвержденным строкам списаний в 1С.";
   }
   if (/^Counterparty net value-flow was calculated as incoming confirmed 1C rows minus outgoing confirmed 1C rows$/i.test(value)) {
-    return "Нетто денежного потока рассчитано только как входящие подтвержденные строки 1С минус исходящие подтвержденные строки 1С.";
+    return "Нетто денежного потока рассчитано как подтвержденные входящие платежи минус подтвержденные исходящие платежи в 1С.";
   }
   if (/^Counterparty monthly net value-flow breakdown was grouped by month over confirmed incoming and outgoing 1C rows$/i.test(value)) {
     return "Помесячная нетто-раскладка сгруппирована только по подтвержденным входящим и исходящим строкам 1С.";
@@ -472,9 +531,9 @@ function businessOverviewCoverageLimitLine(overview: Record<string, unknown>): s
     limited.push("исходящие");
   }
   const continuation =
-    "Если нужен полный сквозной ответ, безопасный следующий шаг — выбрать конкретный год или квартал для дозапроса: тогда широкий срез можно собрать частями без выдачи непроверенного итога.";
+    "Для полного сквозного итога лучше разбить проверку по годам или кварталам.";
   return limited.length > 0
-    ? `Важно: по направлению ${limited.join(" и ")} проверка достигла лимита строк; это расширенный проверенный срез найденных строк, но не гарантия полного бухгалтерского оборота без отдельной полной выгрузки. ${continuation}`
+    ? `Ограничение: широкий денежный срез по направлению ${limited.join(" и ")} не считаю полным бухгалтерским оборотом без отдельной полной выгрузки. ${continuation}`
     : null;
 }
 
@@ -602,41 +661,16 @@ function businessOverviewInventoryLine(overview: Record<string, unknown>): strin
   }
   const amount = moneyText(inventory.total_amount_human_ru);
   const rows = Number(inventory.rows_matched);
-  const quantity = Number(inventory.total_quantity);
   if (!amount && !Number.isFinite(rows)) {
     return null;
   }
   const pieces = [
     Number.isFinite(rows) ? `${rows} позиций` : null,
-    amount ? `на ${sentenceAmount(amount) ?? amount}` : null,
-    Number.isFinite(quantity) && quantity > 0 ? `количество ${quantity}` : null
+    amount ? `на ${sentenceAmount(amount) ?? amount}` : null
   ].filter((item): item is string => Boolean(item));
   return pieces.length > 0 ? `Склад: ${pieces.join(", ")}.` : null;
 }
 
-function rowCountText(value: unknown): string | null {
-  const count = Number(value);
-  return Number.isFinite(count) ? String(count) : null;
-}
-
-function sideRowsText(side: Record<string, unknown> | null): string | null {
-  const rowsWithAmount = rowCountText(side?.rows_with_amount);
-  const rowsMatched = rowCountText(side?.rows_matched);
-  if (rowsWithAmount && rowsMatched) {
-    return `${rowsWithAmount} из ${rowsMatched}`;
-  }
-  return rowsWithAmount ?? rowsMatched;
-}
-
-function sideDateText(side: Record<string, unknown> | null): string | null {
-  const first = toNonEmptyString(side?.first_movement_date);
-  const latest = toNonEmptyString(side?.latest_movement_date);
-  if (first && latest) {
-    return first === latest ? `дата ${first}` : `даты ${first}..${latest}`;
-  }
-  return first ? `первая дата ${first}` : latest ? `последняя дата ${latest}` : null;
-}
-
 function bidirectionalNetLabel(direction: unknown): string {
   if (direction === "net_outgoing") {
     return "нетто в сторону контрагента";
@@ -678,29 +712,25 @@ function buildCompactBidirectionalValueFlowReply(
       : "по выбранному контуру";
   const period = toNonEmptyString(flow.period_scope);
   const periodText = period ? ` за период ${period}` : " в проверенном окне";
-  const incomingRows = sideRowsText(incoming);
-  const outgoingRows = sideRowsText(outgoing);
-  const incomingDates = sideDateText(incoming);
-  const outgoingDates = sideDateText(outgoing);
   const netLabel = bidirectionalNetLabel(flow.net_direction);
   const lines = [
     `Коротко: ${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
   ];
 
   const basis: string[] = [];
-  if (incomingRows) {
-    basis.push(`входящих строк с суммой ${incomingRows}${incomingDates ? ` (${incomingDates})` : ""}`);
+  if (incomingAmount) {
+    basis.push("входящие платежи");
   }
-  if (outgoingRows) {
-    basis.push(`исходящих строк с суммой ${outgoingRows}${outgoingDates ? ` (${outgoingDates})` : ""}`);
+  if (outgoingAmount) {
+    basis.push("исходящие платежи");
   }
   if (basis.length > 0) {
-    lines.push(`Основа: ${basis.join("; ")}.`);
+    lines.push(`Основа: проверенные ${basis.join(" и ")} по этому контрагенту в 1С.`);
   }
   if (flow.coverage_limited_by_probe_limit === true) {
     lines.push("Важно: часть проверки достигла лимита строк, поэтому это проверенный срез найденных движений, а не гарантия полного периода.");
   }
-  lines.push("Метод: нетто рассчитано как подтвержденные входящие строки 1С минус подтвержденные исходящие строки; это не полное бухгалтерское сальдо вне проверенного окна.");
+  lines.push("Метод: нетто рассчитано как подтвержденные входящие платежи минус подтвержденные исходящие платежи; это не полное бухгалтерское сальдо вне проверенного окна.");
 
   const fallbackNextStep = toNonEmptyString(draft.next_step_line);
   if (fallbackNextStep) {
@@ -718,6 +748,21 @@ function compactComparable(value: string | null): string {
     .trim();
 }
 
+function businessOverviewOrganizationScopeLabel(value: unknown): string | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const comparable = compactComparable(text);
+  if (
+    /^(?:с|без)\s+разбивк/.test(comparable) ||
+    /\b(?:входящ|исходящ|нетто|топ|контрагент|платеж|поступлен)\b/.test(comparable)
+  ) {
+    return null;
+  }
+  return text;
+}
+
 function businessOverviewSeparateSubjectLabel(
   graph: Record<string, unknown> | null,
   turnMeaning: Record<string, unknown> | null,
@@ -785,21 +830,17 @@ function buildPreviousCounterpartyValueFlowSummary(
     `; отдельно по ${counterparty}: получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}, ` +
     `${netLabel} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}`;
   const basis: string[] = [];
-  const incomingRows = sideRowsText(incoming);
-  const outgoingRows = sideRowsText(outgoing);
-  const incomingDates = sideDateText(incoming);
-  const outgoingDates = sideDateText(outgoing);
-  if (incomingRows) {
-    basis.push(`входящие строки ${incomingRows}${incomingDates ? ` (${incomingDates})` : ""}`);
+  if (incomingAmount) {
+    basis.push("входящие платежи");
   }
-  if (outgoingRows) {
-    basis.push(`исходящие строки ${outgoingRows}${outgoingDates ? ` (${outgoingDates})` : ""}`);
+  if (outgoingAmount) {
+    basis.push("исходящие платежи");
   }
   const documents = previousDocumentSummaryLine(documentBundle, counterparty);
   if (documents) {
     basis.push(documents);
   }
-  const basisText = basis.length > 0 ? ` Основа: ${basis.join("; ")}.` : "";
+  const basisText = basis.length > 0 ? ` Основа: проверенные ${basis.join(" и ")}.` : "";
   return {
     lead,
     line:
@@ -835,7 +876,7 @@ function buildCompactBusinessOverviewReply(
   const netDirection = overview.net_direction === "net_outgoing" ? "операционное нетто в минус" : "расчетное операционное нетто";
   const period = businessOverviewPeriodText(overview);
   const limitLine = businessOverviewCoverageLimitLine(overview);
-  const organizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
+  const organizationScope = businessOverviewOrganizationScopeLabel(turnMeaning?.explicit_organization_scope);
   const separateSubject = businessOverviewSeparateSubjectLabel(graph, turnMeaning, organizationScope);
   const previousCounterpartySummary = buildPreviousCounterpartyValueFlowSummary(
     toRecordObject(turnMeaning?.previous_counterparty_value_flow_bundle),
@@ -890,6 +931,29 @@ function buildCompactBusinessOverviewReply(
     actionFamily === "vendor_risk_procurement_boundary" || unsupportedFamily === "vendor_risk_procurement_boundary";
   const inventoryReserveBoundary =
     actionFamily === "inventory_reserve_boundary" || unsupportedFamily === "inventory_reserve_liquidation_boundary";
+  const compactCashflowRequested = directMoneyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
+  const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
+  const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+
+  if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
+    const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
+    const signedNetDisplay =
+      cashflowPolarityRequested && netDisplay && !String(netDisplay).trim().startsWith("-")
+        ? `+${netDisplay}`
+        : netDisplay;
+    const polarityLead = cashflowPolarityRequested
+      ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
+      : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
+    lines.push(
+      `${polarityLead}${organizationPrefix}${period} \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${signedNetDisplay}.`
+    );
+    lines.push(
+      cashflowPolarityRequested
+        ? "\u042d\u0442\u043e \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u043f\u043e \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u043e\u043a\u0430\u043c 1\u0421, \u043d\u0435 \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442."
+        : "\u042d\u0442\u043e \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u043f\u043e \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u043e\u043a\u0430\u043c 1\u0421, \u043d\u0435 \u0447\u0438\u0441\u0442\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0438 \u043d\u0435 \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442."
+    );
+    return joinBusinessReplyLines(lines);
+  }
 
   if (profitMarginBoundary) {
     const accountingFinancialResult = toRecordObject(overview.accounting_financial_result);
@@ -914,10 +978,14 @@ function buildCompactBusinessOverviewReply(
           : amount
         : "сумма не распознана";
       lines.push(
-        `Коротко: нет, денежное операционное нетто не стоит считать чистой прибылью. Отдельно по закрытию счетов 90/91/99 в 1С за ${periodScope} подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`
+        directAccountingProfitRequested
+          ? `Коротко: за ${periodScope} по закрытию счетов 90/91/99 в 1С подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`
+          : `Коротко: нет, денежное операционное нетто не стоит считать чистой прибылью. Отдельно по закрытию счетов 90/91/99 в 1С за ${periodScope} подтвержден ${directionText}: ${amountText}${marginPct ? `; маржа к подтвержденной выручке ${marginPct}` : "; маржа к подтвержденной выручке не рассчитана"}.`
       );
       lines.push(
-        "Это учетный финрезультат по найденным строкам закрытия периода в 1С, а не внешний аудит и не юридически подтвержденная отчетность."
+        directAccountingProfitRequested
+          ? "Это учетный финрезультат по найденным строкам закрытия периода в 1С, не денежный поток, не внешний аудит и не юридически подтвержденная отчетность."
+          : "Это учетный финрезультат по найденным строкам закрытия периода в 1С, а не внешний аудит и не юридически подтвержденная отчетность."
       );
       return joinBusinessReplyLines(lines);
     }
@@ -1110,6 +1178,69 @@ function buildCompactBusinessOverviewReply(
     return joinBusinessReplyLines(lines);
   }
 
+  if (!separateSubject && !crossScopeExecutiveSummary && (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
+    const subject = organizationScope ?? "компания";
+    const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
+    lines.push(
+      `Коротко: по доступным данным ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж.`
+    );
+    lines.push("Что видно:");
+    if (incomingAmount) {
+      lines.push(`- входящие деньги за ${periodWithoutPrefix}: ${incomingAmount};`);
+    }
+    if (outgoingAmount) {
+      lines.push(`- исходящие платежи/списания: ${outgoingAmount};`);
+    }
+    if (netAmount) {
+      lines.push(`- ${netDirection}: ${sentenceAmount(netAmount) ?? netAmount};`);
+    }
+    if (customerName && customerAmount) {
+      lines.push(
+        topCustomerLooksFinancial
+          ? `- крупнейший входящий источник: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это похоже на финансовый контур, не на обычную клиентскую выручку;${nonFinancialCustomer ? ` крупнейший небанковский входящий контрагент: ${nonFinancialCustomer};` : ""}`
+          : `- крупнейший источник денег: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это сигнал концентрации на крупном заказчике;`
+      );
+    }
+    if (topSupplier) {
+      lines.push(
+        topSupplierLooksFinancial
+          ? `- крупнейший получатель исходящих денег: ${topSupplier}; это похоже на финансовый контур, не на обычного поставщика;`
+          : `- крупнейший получатель исходящих денег: ${topSupplier};`
+      );
+    }
+    const inventoryLine = businessOverviewInventoryLine(overview);
+    if (inventoryLine) {
+      lines.push(`- ${localizeLine(inventoryLine)}`);
+    }
+    const debtLine = businessOverviewDebtLine(overview);
+    if (debtLine) {
+      lines.push(`- ${localizeLine(debtLine)}`);
+    }
+    lines.push(
+      "Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль."
+    );
+    const missingOverviewFamilies: string[] = [];
+    if (!businessOverviewTaxLine(overview)) {
+      missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");
+    }
+    if (!debtLine) {
+      missingOverviewFamilies.push("долги без даты среза");
+    }
+    if (!inventoryLine) {
+      missingOverviewFamilies.push("склад без даты среза");
+    }
+    if (missingOverviewFamilies.length > 0) {
+      lines.push(`Что не подтверждено в этом срезе: ${missingOverviewFamilies.join(", ")}.`);
+    }
+    if (limitLine) {
+      lines.push(limitLine);
+    }
+    lines.push(
+      "Что проверить дальше: чистую прибыль через 90/91/99, маржинальность по проектам, зависимость от топ-3 контрагентов, старые складские остатки и зависшие расчеты."
+    );
+    return joinBusinessReplyLines(lines);
+  }
+
   if (crossScopeExecutiveSummary && separateSubject && previousCounterpartySummary && (incomingAmount || outgoingAmount || netAmount)) {
     lines.push(
       `Коротко: по компании ${organizationScope ?? "в выбранном контуре"} ${period} подтвержден денежный срез: получили ${incomingAmount ?? "0 руб."}, исходящие платежи/списания ${outgoingAmount ?? "0 руб."}, ${netDirection} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}${previousCounterpartySummary.lead}; можно утверждать только эти подтвержденные срезы, нельзя называть это чистой прибылью, полным оборотом или доказанной ролью главного клиента/поставщика.`
@@ -1128,6 +1259,40 @@ function buildCompactBusinessOverviewReply(
   }
 
   if (rankingNeed) {
+    const explicitPeriodRankingOverview =
+      period &&
+      !/(?:все\s+доступное|все\s+время|all\s+time)/iu.test(period) &&
+      (incomingAmount || outgoingAmount || netAmount);
+    if (explicitPeriodRankingOverview) {
+      lines.push(
+        `Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`
+      );
+      lines.push(
+        `Деньги: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, расчетное операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
+      );
+      if (customerName && customerAmount) {
+        lines.push(
+          topCustomerLooksFinancial
+            ? `Топ входящих: 1. ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}. Это финансовый/банковский контур, не считаю его клиентской выручкой без назначения платежа.${nonFinancialCustomer ? ` 2. Крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}.` : ""}`
+            : `Крупнейший входящий контрагент: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}.`
+        );
+      }
+      if (topSupplier) {
+        lines.push(
+          topSupplierLooksFinancial
+            ? `Топ исходящих: 1. ${topSupplier}. Это финансовый/банковский контур, не считаю его обычным поставщиком без назначения платежа и договора.${nonFinancialSupplier ? ` 2. Крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}.` : ""}`
+            : `Крупнейший получатель исходящих денег: ${topSupplier}.`
+        );
+      }
+      lines.push(
+        `Вывод: по движению денег период ${netDirection}; это не чистая прибыль и не бухгалтерский финрезультат.`
+      );
+      if (requestedFinancialBoundaryLine) {
+        lines.push(requestedFinancialBoundaryLine);
+      }
+      lines.push("Следующий шаг: могу отдельно посчитать чистую прибыль через закрытие 90/91/99 или разложить этот период по контрагентам.");
+      return joinBusinessReplyLines(lines);
+    }
     const incomingLeader = strongestIncomingYear(overview);
     const canRankYearlyNet = !limitLine;
     const netLeader = canRankYearlyNet ? strongestNetYear(overview) : null;
@@ -1268,6 +1433,17 @@ function statusFrom(entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract |
   return "not_applicable";
 }
 
+function hasGuardedHotHandoff(entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null): boolean {
+  const bridge = toRecordObject(entryPoint?.bridge);
+  const handoff = toRecordObject(bridge?.execution_handoff);
+  return (
+    entryPoint?.hot_runtime_wired === true &&
+    bridge?.hot_runtime_wired === true &&
+    handoff?.can_use_guarded_response === true &&
+    handoff?.must_keep_internal_mechanics_hidden === true
+  );
+}
+
 function replyTypeFor(
   status: AssistantMcpDiscoveryResponseCandidateStatus
 ): AssistantMcpDiscoveryResponseCandidateContract["reply_type"] {
@@ -1318,9 +1494,15 @@ export function buildAssistantMcpDiscoveryResponseCandidate(
 ): AssistantMcpDiscoveryResponseCandidateContract {
   const entry = entryPoint ?? null;
   const status = statusFrom(entry);
+  const guardedHotHandoff = hasGuardedHotHandoff(entry);
   const reasonCodes = uniqueStrings(entry?.reason_codes ?? []);
   pushReason(reasonCodes, `mcp_discovery_response_candidate_${status}`);
-  pushReason(reasonCodes, "mcp_discovery_response_candidate_not_hot_wired");
+  pushReason(
+    reasonCodes,
+    guardedHotHandoff
+      ? "mcp_discovery_response_candidate_guarded_hot_wired"
+      : "mcp_discovery_response_candidate_not_hot_wired"
+  );
 
   const replyText =
     entry && (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate")
@@ -1331,11 +1513,12 @@ export function buildAssistantMcpDiscoveryResponseCandidate(
     schema_version: ASSISTANT_MCP_DISCOVERY_RESPONSE_CANDIDATE_SCHEMA_VERSION,
     policy_owner: "assistantMcpDiscoveryResponseCandidate",
     candidate_status: replyText ? status : status === "clarification_candidate" ? status : status,
-    hot_runtime_wired: false,
+    hot_runtime_wired: guardedHotHandoff,
     reply_type: replyTypeFor(status),
     reply_text: replyText,
     eligible_for_future_hot_runtime:
-      Boolean(replyText) && (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate"),
+      Boolean(replyText) &&
+      (status === "ready_for_guarded_use" || status === "checked_sources_only_candidate" || status === "clarification_candidate"),
     must_keep_internal_mechanics_hidden: true,
     reason_codes: reasonCodes
   };

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -216,6 +216,7 @@ function isDetectedIntentAlignedWithTurnMeaning(
     normalizedIntent === "inventory_purchase_provenance_for_item" ||
     normalizedIntent === "inventory_purchase_documents_for_item" ||
     normalizedIntent === "inventory_sale_trace_for_item" ||
+    normalizedIntent === "inventory_margin_ranking_for_nomenclature" ||
     normalizedIntent === "inventory_profitability_for_item" ||
     normalizedIntent === "inventory_purchase_to_sale_chain"
   ) {
@@ -276,7 +277,7 @@ function isExplicitMetadataDiscoveryTurn(
 }
 
 function isInventoryExactAddressIntent(intent: string | null): boolean {
-  return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(
+  return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_margin_ranking_for_nomenclature|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(
     String(intent ?? "")
   );
 }
@@ -305,13 +306,17 @@ function isOpenScopeValueFlowWithoutSubject(
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
 ): boolean {
   const graph = readDiscoveryDataNeedGraph(entryPoint);
+  const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
   const businessFactFamily = toNonEmptyString(graph?.business_fact_family);
   const subjectCandidates = Array.isArray(graph?.subject_candidates) ? graph.subject_candidates : [];
-  const reasonCodes = Array.isArray(graph?.reason_codes) ? graph.reason_codes : [];
+  const reasonCodes = readStringArray(graph?.reason_codes);
+  const clarificationGaps = readStringArray(graph?.clarification_gaps);
+  const explicitOrganizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
   return (
     businessFactFamily === "value_flow" &&
     subjectCandidates.length === 0 &&
-    reasonCodes.some((reason) => toNonEmptyString(reason) === "data_need_graph_open_scope_total_without_subject")
+    (reasonCodes.includes("data_need_graph_open_scope_total_without_subject") ||
+      (Boolean(explicitOrganizationScope) && clarificationGaps.includes("subject")))
   );
 }
 
@@ -491,6 +496,31 @@ function hasExactBankOperationsAddressReply(
   );
 }
 
+function hasInventoryMarginRankingAddressReply(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
+): boolean {
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+  if (!toNonEmptyString(input.currentReply)) {
+    return false;
+  }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
+  const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+  const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
+  const capabilityId =
+    toNonEmptyString(input.addressRuntimeMeta?.capability_id) ??
+    toNonEmptyString(input.addressRuntimeMeta?.capability_contract_id);
+  return Boolean(
+    detectedIntent === "inventory_margin_ranking_for_nomenclature" ||
+      selectedRecipe === "address_inventory_margin_ranking_for_nomenclature_v1" ||
+      capabilityId === "inventory_inventory_margin_ranking_for_nomenclature"
+  );
+}
+
 function hasValueFlowActionConflictWithDiscoveryTurnMeaning(
   input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
@@ -608,6 +638,9 @@ function hasRuntimeAdjustedExactReply(
   if (hasMetadataDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
@@ -637,6 +670,9 @@ function hasRuntimeMatchedExactReply(
   if (hasMetadataDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
@@ -663,6 +699,9 @@ function hasAlignedFactualAddressReply(
   if (hasMetadataDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
@@ -728,6 +767,9 @@ function hasMatchedFactualAddressContinuationTarget(
   if (hasMetadataDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
   const dialogContinuationContract =
     toRecordObject(input.addressRuntimeMeta?.dialogContinuationContract) ??
@@ -780,6 +822,9 @@ function hasFullConfirmedFactualAddressReply(
   if (hasMetadataDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   return hasFullConfirmedTruth(input);
 }
 
@@ -814,6 +859,7 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     entryPoint
   );
   const exactBankOperationsAddressReply = hasExactBankOperationsAddressReply(input, entryPoint);
+  const inventoryMarginRankingAddressReply = hasInventoryMarginRankingAddressReply(input, entryPoint);
   const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
   const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
   const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(
@@ -897,6 +943,9 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   if (exactBankOperationsAddressReply) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_keep_exact_bank_operations_address_reply");
   }
+  if (inventoryMarginRankingAddressReply) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply");
+  }
   if (deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") {
     pushReason(
       reasonCodes,
@@ -909,6 +958,9 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   if (!candidate.eligible_for_future_hot_runtime) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_not_eligible");
   }
+  if (candidate.hot_runtime_wired) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_guarded_hot_wired");
+  }
   if (!toNonEmptyString(candidate.reply_text)) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_missing_reply_text");
   }
@@ -929,6 +981,7 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     !staleMetadataDiscoveryFallbackAgainstExactAddressReply &&
     !exactValueFlowReplyForBusinessOverviewDirectMoneyNeed &&
     !exactBankOperationsAddressReply &&
+    !inventoryMarginRankingAddressReply &&
     !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
     ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
     candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/src/services/assistantMcpDiscoveryRuntimeBridge.ts

@@ -7,6 +7,10 @@ import {
   type AssistantMcpDiscoveryPilotExecutionContract,
   type AssistantMcpDiscoveryPilotExecutorDeps
 } from "./assistantMcpDiscoveryPilotExecutor";
+import {
+  buildAssistantMcpDiscoveryExecutionHandoff,
+  type AssistantMcpDiscoveryExecutionHandoffContract
+} from "./assistantMcpDiscoveryExecutionHandoff";
 import {
   planAssistantMcpDiscovery,
   type AssistantMcpDiscoveryChainId,
@@ -79,6 +83,9 @@ export interface AssistantMcpRouteCandidateContract {
   business_fact_family: string | null;
   action_family: string | null;
   proof_expectation: string | null;
+  evidence_plan_status: string | null;
+  evidence_answer_mode: string | null;
+  evidence_expected_coverage: string | null;
   required_axes: string[];
   provided_axes: string[];
   missing_axes: string[];
@@ -92,12 +99,13 @@ export interface AssistantMcpDiscoveryRuntimeBridgeContract {
   schema_version: typeof ASSISTANT_MCP_DISCOVERY_RUNTIME_BRIDGE_SCHEMA_VERSION;
   policy_owner: "assistantMcpDiscoveryRuntimeBridge";
   bridge_status: AssistantMcpDiscoveryRuntimeBridgeStatus;
-  hot_runtime_wired: false;
+  hot_runtime_wired: boolean;
   planner: AssistantMcpDiscoveryPlannerContract;
   pilot: AssistantMcpDiscoveryPilotExecutionContract;
   answer_draft: AssistantMcpDiscoveryAnswerDraftContract;
   loop_state: AssistantMcpDiscoveryLoopStateContract;
   route_candidate: AssistantMcpRouteCandidateContract;
+  execution_handoff: AssistantMcpDiscoveryExecutionHandoffContract;
   user_facing_response_allowed: boolean;
   business_fact_answer_allowed: boolean;
   requires_user_clarification: boolean;
@@ -326,8 +334,14 @@ function buildRouteCandidate(
   bridgeStatus: AssistantMcpDiscoveryRuntimeBridgeStatus
 ): AssistantMcpRouteCandidateContract {
   const plannerClarificationGaps = planner.discovery_plan.clarification_gaps ?? [];
-  const providedAxes = flattenAxes(pilot, "provided_axes");
-  const missingAxes = plannerClarificationGaps.length > 0 ? plannerClarificationGaps : flattenAxes(pilot, "missing_axis_options");
+  const evidenceAxes = planner.evidence_plan.evidence_axes;
+  const providedAxes = uniqueStrings([...evidenceAxes.provided_axes, ...flattenAxes(pilot, "provided_axes")]);
+  const missingAxes =
+    plannerClarificationGaps.length > 0
+      ? plannerClarificationGaps
+      : evidenceAxes.user_actionable_missing_axes.length > 0
+        ? evidenceAxes.user_actionable_missing_axes
+        : flattenAxes(pilot, "missing_axis_options");
   const missingProofFamily = routeCandidateMissingProofFamily(planner, pilot);
   const candidateStatus = routeCandidateStatusFor(bridgeStatus, pilot, missingProofFamily);
   return {
@@ -338,9 +352,12 @@ function buildRouteCandidate(
     selected_chain_summary: planner.selected_chain_summary,
     nearest_catalog_chain_template: planner.catalog_chain_template_alignment.top_chain_template_match,
     catalog_alignment_status: planner.catalog_chain_template_alignment.alignment_status,
-    business_fact_family: planner.data_need_graph?.business_fact_family ?? null,
-    action_family: planner.data_need_graph?.action_family ?? null,
-    proof_expectation: planner.data_need_graph?.proof_expectation ?? null,
+    business_fact_family: planner.evidence_plan.data_need.business_fact_family,
+    action_family: planner.evidence_plan.data_need.action_family,
+    proof_expectation: planner.evidence_plan.data_need.proof_expectation,
+    evidence_plan_status: planner.evidence_plan.planner_status,
+    evidence_answer_mode: planner.evidence_plan.answer_contract.answer_mode,
+    evidence_expected_coverage: planner.evidence_plan.coverage_gate.expected_coverage,
     required_axes: [...planner.required_axes],
     provided_axes: providedAxes,
     missing_axes: missingAxes,
@@ -348,7 +365,7 @@ function buildRouteCandidate(
     enablement_reason: routeCandidateEnablementReason(candidateStatus, pilot, missingAxes, missingProofFamily),
     recommended_next_action: routeCandidateNextAction(candidateStatus),
     forbidden_overclaim_flags: uniqueStrings([
-      ...(planner.data_need_graph?.forbidden_overclaim_flags ?? []),
+      ...planner.evidence_plan.answer_contract.forbidden_overclaim_flags,
       ...(missingProofFamily ? [missingProofFamily.must_not_claim] : [])
     ])
   };
@@ -402,6 +419,16 @@ export async function runAssistantMcpDiscoveryRuntimeBridge(
   const bridgeStatus = bridgeStatusFor(pilot, answerDraft);
   const loopState = buildLoopState(planner, pilot, bridgeStatus);
   const routeCandidate = buildRouteCandidate(planner, pilot, bridgeStatus);
+  const userFacingResponseAllowed = bridgeStatus !== "blocked";
+  const businessFactAllowed = businessFactAnswerAllowed(answerDraft);
+  const executionHandoff = buildAssistantMcpDiscoveryExecutionHandoff({
+    bridgeStatus,
+    routeCandidate,
+    pilot,
+    answerDraft,
+    businessFactAnswerAllowed: businessFactAllowed,
+    userFacingResponseAllowed
+  });
   const reasonCodes = uniqueStrings([...planner.reason_codes, ...pilot.reason_codes, ...answerDraft.reason_codes]);
 
   pushReason(reasonCodes, `runtime_bridge_status_${bridgeStatus}`);
@@ -409,19 +436,24 @@ export async function runAssistantMcpDiscoveryRuntimeBridge(
   pushReason(reasonCodes, `runtime_bridge_loop_state_${loopState.loop_status}`);
   pushReason(reasonCodes, "runtime_bridge_route_candidate_built");
   pushReason(reasonCodes, `runtime_bridge_route_candidate_${routeCandidate.candidate_status}`);
+  pushReason(reasonCodes, `runtime_bridge_execution_handoff_${executionHandoff.handoff_status}`);
+  for (const reasonCode of executionHandoff.reason_codes) {
+    pushReason(reasonCodes, reasonCode);
+  }
 
   return {
     schema_version: ASSISTANT_MCP_DISCOVERY_RUNTIME_BRIDGE_SCHEMA_VERSION,
     policy_owner: "assistantMcpDiscoveryRuntimeBridge",
     bridge_status: bridgeStatus,
-    hot_runtime_wired: false,
+    hot_runtime_wired: executionHandoff.can_use_guarded_response,
     planner,
     pilot,
     answer_draft: answerDraft,
     loop_state: loopState,
     route_candidate: routeCandidate,
-    user_facing_response_allowed: bridgeStatus !== "blocked",
-    business_fact_answer_allowed: businessFactAnswerAllowed(answerDraft),
+    execution_handoff: executionHandoff,
+    user_facing_response_allowed: userFacingResponseAllowed,
+    business_fact_answer_allowed: businessFactAllowed,
     requires_user_clarification: bridgeStatus === "needs_clarification",
     reason_codes: reasonCodes
   };

llm_normalizer/backend/src/services/assistantMcpDiscoveryRuntimeEntryPoint.ts

@@ -26,7 +26,7 @@ export interface AssistantMcpDiscoveryRuntimeEntryPointContract {
   schema_version: typeof ASSISTANT_MCP_DISCOVERY_RUNTIME_ENTRY_POINT_SCHEMA_VERSION;
   policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint";
   entry_status: AssistantMcpDiscoveryRuntimeEntryPointStatus;
-  hot_runtime_wired: false;
+  hot_runtime_wired: boolean;
   discovery_attempted: boolean;
   turn_input: AssistantMcpDiscoveryTurnInputContract;
   bridge: AssistantMcpDiscoveryRuntimeBridgeContract | null;
@@ -108,13 +108,18 @@ export async function runAssistantMcpDiscoveryRuntimeEntryPoint(
   });
   const reasonCodes = uniqueStrings([...turnInput.reason_codes, ...bridge.reason_codes]);
   pushReason(reasonCodes, "runtime_entry_point_bridge_executed");
-  pushReason(reasonCodes, "runtime_entry_point_not_wired_to_hot_assistant_answer");
+  pushReason(
+    reasonCodes,
+    bridge.hot_runtime_wired
+      ? "runtime_entry_point_wired_to_guarded_hot_assistant_answer"
+      : "runtime_entry_point_not_wired_to_hot_assistant_answer"
+  );
 
   return {
     schema_version: ASSISTANT_MCP_DISCOVERY_RUNTIME_ENTRY_POINT_SCHEMA_VERSION,
     policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
     entry_status: "bridge_executed",
-    hot_runtime_wired: false,
+    hot_runtime_wired: bridge.hot_runtime_wired,
     discovery_attempted: true,
     turn_input: turnInput,
     bridge,

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -3,6 +3,7 @@ import {
   buildAssistantMcpDiscoveryDataNeedGraph,
   type AssistantMcpDiscoveryDataNeedGraphContract
 } from "./assistantMcpDiscoveryDataNeedGraph";
+import { resolveOrganizationSelectionFromMessage } from "./assistantOrganizationMatcher";
 import { normalizeRussianComparableText, repairAddressMojibakeText } from "./addressTextRepair";
 import type {
   AssistantMcpDiscoveryMetadataRecommendedPrimitive,
@@ -27,6 +28,7 @@ export interface BuildAssistantMcpDiscoveryTurnInputAdapterInput {
   followupContext?: Record<string, unknown> | null;
   userMessage?: string | null;
   effectiveMessage?: string | null;
+  knownOrganizations?: unknown[] | null;
 }
 
 export interface AssistantMcpDiscoveryTurnInputContract {
@@ -351,6 +353,18 @@ function collectEntityCandidates(value: unknown): string[] {
   return result;
 }
 
+function collectReasonCodes(value: unknown): string[] {
+  const result: string[] = [];
+  if (!Array.isArray(value)) {
+    const reason = toNonEmptyString(value);
+    return reason ? [reason] : result;
+  }
+  for (const item of value) {
+    pushUnique(result, item);
+  }
+  return result;
+}
+
 function collectPredecomposeEntities(predecompose: Record<string, unknown> | null): {
   counterparty: string | null;
   organization: string | null;
@@ -1044,12 +1058,17 @@ function hasBusinessOverviewContinuationSignal(text: string): boolean {
     /(?:\u043f\u043e\u043b\u0443\u0447|\u0437\u0430\u043f\u043b\u0430\u0442|\u043d\u0435\u0442\u0442\u043e|\u0434\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|received|paid|net|cash|customer|supplier)/iu.test(
       normalized
     );
+  const hasCashflowPolarityCue =
+    /(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(
+      normalized
+    );
   return (
     hasEvidenceContinuationCue ||
     hasAnalystContinuationCue ||
     hasTaxContinuationCue ||
     hasFinalSummaryCue ||
-    hasMoneyBreakdownCue
+    hasMoneyBreakdownCue ||
+    hasCashflowPolarityCue
   );
 }
 
@@ -1114,6 +1133,13 @@ function hasBusinessOverviewFollowupSeed(followupSeed: ReturnType<typeof collect
 }
 
 function hasValueFlowSignal(text: string): boolean {
+  if (
+    /(?:\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\u043a|\u043e\u043f\u043b\u0430\u0442|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436|\u0437\u0430\u043f\u043b\u0430\u0442|\u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b|\u0441\u043f\u0438\u0441\u0430\u043d|\u0440\u0430\u0441\u0445\u043e\u0434|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u0432\u0445\u043e\u0434\u044f\u0449|\u043f\u043e\u043b\u0443\u0447(?:\u0438\u043b|\u0435\u043d\u043e|\u0435\u043d)|\u043f\u043e\u0441\u0442\u0443\u043f\u0438\u043b|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d|\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|supplier|value[-\s]?flow|turnover|revenue|payment|payout|outflow|cash\s+flow|\bearn(?:ed|ing|ings)?\b)/iu.test(
+      text
+    )
+  ) {
+    return true;
+  }
   return /(?:оборот|выручк|оплат|плат[её]ж|заплат|перечисл|списан|расход|исходящ|входящ|получ(?:ил|ено|ен)|поступил|поступлен|денежн[а-яёa-z0-9_-]*\s+поток|(?<!\p{L})заработ(?:ал|али|ало|аем|ает|ать|ано|ок)(?!\p{L})|supplier|value[-\s]?flow|turnover|revenue|payment|payout|outflow|cash\s+flow|\bearn(?:ed|ing|ings)?\b)/iu.test(
     text
   );
@@ -1132,6 +1158,13 @@ function hasPayoutSignal(text: string): boolean {
 }
 
 function hasBidirectionalValueFlowSignal(text: string): boolean {
+  if (
+    /(?:\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0431\u0430\u043b\u0430\u043d\u0441\s+(?:\u043f\u043b\u0430\u0442|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436)|\u0432\u0437\u0430\u0438\u043c\u043e\u0440\u0430\u0441\u0447[\u0435\u0451]\u0442|\u043f\u043e\u043b\u0443\u0447\p{L}*.*(?:\u0437\u0430)?\u043f\u043b\u0430\u0442\p{L}*|(?:\u0437\u0430)?\u043f\u043b\u0430\u0442\p{L}*.*\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0432\u0445\u043e\u0434\u044f\u0449.*\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449.*\u0432\u0445\u043e\u0434\u044f\u0449|\u043f\u0440\u0438\u0448\p{L}*.*\u0443\u0448\p{L}*|\u0443\u0448\p{L}*.*\u043f\u0440\u0438\u0448\p{L}*|\u043f\u043b\u044e\u0441.*\u043c\u0438\u043d\u0443\u0441|\u043c\u0438\u043d\u0443\u0441.*\u043f\u043b\u044e\u0441|net\s+(?:flow|cash|payment)|cash\s+net|incoming\s+and\s+outgoing|received\s+and\s+paid|paid\s+and\s+received)/iu.test(
+      text
+    )
+  ) {
+    return true;
+  }
   return /(?:нетто|сальдо|баланс\s+(?:плат|денег|денеж)|взаиморасч[её]т|получил[иа]?.*(?:за)?платил|(?:за)?платил[иа]?.*получил|входящ.*исходящ|исходящ.*входящ|дебет.*кредит|кредит.*дебет|net\s+(?:flow|cash|payment)|cash\s+net|incoming\s+and\s+outgoing|received\s+and\s+paid|paid\s+and\s+received)/iu.test(
     text
   );
@@ -1178,6 +1211,46 @@ function extractOrganizationScopeFromRawText(value: unknown): string | null {
   );
 }
 
+function extractOrganizationScopeFromSemanticText(value: unknown): string | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const match = text.match(
+    /(?:^|[\s,;:])(?:\u043a\u043e\u043c\u043f\u0430\u043d(?:\u0438\u0438|\u0438\u044f)|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446(?:\u0438\u0438|\u0438\u044f))\s+(.+?)(?=$|[\n,.;:!?]|\s+\u0437\u0430\s+(?:\d{4}|\d{2}\s*\u0433|\d{2}\s+\u0433\u043e\u0434)|\s+\u043d\u0430\s+(?:\d{4}|\d{2}\s*\u0433|\d{2}\s+\u0433\u043e\u0434))/iu
+  );
+  return toNonEmptyString(match?.[1]);
+}
+
+function normalizeLooseOrganizationAlias(value: string | null): string | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const normalized = text
+    .replace(/^[«"'“”]+|[»"'“”]+$/gu, "")
+    .replace(/\s+/g, " ")
+    .trim();
+  if (!normalized) {
+    return null;
+  }
+  const comparable = normalizeRussianComparableText(normalized);
+  const normalizedTokens = normalized.split(/\s+/u).filter(Boolean);
+  const hasYearOnlyTimeTail =
+    /\b(?:19|20)\d{2}\b/u.test(normalized) &&
+    normalizedTokens.length <= 4 &&
+    !/(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|llc|inc|corp)/iu.test(
+      comparable
+    );
+  if (hasYearOnlyTimeTail) {
+    return null;
+  }
+  if (/^(?:\u0438|\u0432|\u0432\u043e|\u0437\u0430|\u043d\u0430|\u043f\u043e|\u043a\u0442\u043e|\u0447\u0442\u043e|\u043a\u0430\u043a(?:\u043e\u0439|\u0430\u044f|\u0438\u0435)?|\u0433\u043b\u0430\u0432\u043d\p{L}*)\b/iu.test(comparable)) {
+    return null;
+  }
+  return normalized;
+}
+
 function hasMonthlyAggregationSignal(text: string): boolean {
   return /(?:\u043f\u043e\s+\u043c\u0435\u0441\u044f\u0446\u0430\u043c|\u043f\u043e\u043c\u0435\u0441\u044f\u0447\u043d\u043e|\u0435\u0436\u0435\u043c\u0435\u0441\u044f\u0447\u043d\u043e|month\s+by\s+month|by\s+month|monthly)/iu.test(
     text
@@ -1451,7 +1524,10 @@ function metadataScopeHintFromRawText(text: string): string | null {
 }
 
 function hasExplicitDateScopeLiteral(text: string): boolean {
-  return /(?:\b(?:19|20)\d{2}\b|\b\d{4}-\d{2}-\d{2}\b|\b\d{4}-\d{2}\b)/iu.test(text);
+  if (/\b\d{2}\s*(?:\u0433(?:\u043e\u0434(?:\u0430|\u0443)?)?\.?)\b/iu.test(text)) {
+    return true;
+  }
+  return /(?:\b(?:19|20)\d{2}\b|\b\d{4}-\d{2}-\d{2}\b|\b\d{4}-\d{2}\b|\b\d{2}\s*(?:г(?:од(?:а|у)?)?\.?))\b/iu.test(text);
 }
 
 function stripNegatedTaxDateScopeClauses(text: string): string {
@@ -1483,6 +1559,20 @@ function collectDateScopeFromRawText(text: string): string | null {
   if (year?.[1]) {
     return year[1];
   }
+  const utf8ShortYear = text.match(/\b(\d{2})\s*(?:\u0433(?:\u043e\u0434(?:\u0430|\u0443)?)?\.?)\b/iu);
+  if (utf8ShortYear?.[1]) {
+    const numericYear = Number.parseInt(utf8ShortYear[1], 10);
+    if (Number.isFinite(numericYear)) {
+      return String(numericYear <= 30 ? 2000 + numericYear : 1900 + numericYear);
+    }
+  }
+  const shortYear = text.match(/\b(\d{2})\s*(?:г(?:од(?:а|у)?)?\.?)\b/iu);
+  if (shortYear?.[1]) {
+    const numericYear = Number.parseInt(shortYear[1], 10);
+    if (Number.isFinite(numericYear)) {
+      return String(numericYear <= 30 ? 2000 + numericYear : 1900 + numericYear);
+    }
+  }
   return null;
 }
 
@@ -1598,17 +1688,51 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const reasonCodes: string[] = [];
   const rawUserText = toNonEmptyString(input.userMessage);
   const rawEffectiveText = toNonEmptyString(input.effectiveMessage);
+  const knownOrganizations = Array.isArray(input.knownOrganizations) ? input.knownOrganizations : [];
   const repairedUserText = rawUserText ? repairAddressMojibakeText(rawUserText) : null;
   const repairedEffectiveText = rawEffectiveText ? repairAddressMojibakeText(rawEffectiveText) : null;
+  const rawUserSignalSourceText = repairedUserText ?? rawUserText ?? "";
   const rawSignalSourceText = `${repairedUserText ?? rawUserText ?? ""} ${repairedEffectiveText ?? rawEffectiveText ?? ""}`.trim();
   const rawEntitySourceText = repairedUserText ?? rawUserText ?? repairedEffectiveText ?? rawEffectiveText ?? rawSignalSourceText;
+  const rawUserEntitySourceText = rawUserSignalSourceText || rawEntitySourceText;
+  const rawUserTextOnly = compactLower(rawUserSignalSourceText);
+  const rawAssistantEntityCandidates = collectEntityCandidates(assistantTurnMeaning?.explicit_entity_candidates);
+  const rawUserPrimaryBusinessOverviewSignal = hasBusinessOverviewSignal(rawUserTextOnly);
+  const rawUserLifecyclePivotTextSignal =
+    !rawUserPrimaryBusinessOverviewSignal && hasLifecycleSignal(rawUserTextOnly);
+  const rawUserBidirectionalValueFlowPivotTextSignal =
+    !rawUserPrimaryBusinessOverviewSignal &&
+    !rawUserLifecyclePivotTextSignal &&
+    hasBidirectionalValueFlowSignal(rawUserTextOnly);
+  const rawUserScopedEntityCandidate = rawUserSignalSourceText
+    ? rawScopedEntityCandidateFromText(rawUserEntitySourceText)
+    : null;
+  const rawUserCounterpartyBidirectionalOverride = Boolean(
+    rawUserBidirectionalValueFlowPivotTextSignal &&
+      (rawUserScopedEntityCandidate ||
+        predecomposeEntities.counterparty ||
+        rawAssistantEntityCandidates.find((candidate) => !isInvalidEntityCandidate(candidate)))
+  );
   const rawText = compactLower(rawSignalSourceText);
   const rawReferentialDocumentExclusionSignal = hasReferentialDocumentExclusionFollowupSignal(
     repairedUserText ?? rawUserText ?? ""
   );
-  const rawPrimaryBusinessOverviewSignal = hasBusinessOverviewSignal(rawText);
+  const rawPrimaryBusinessOverviewSignal =
+    hasBusinessOverviewSignal(rawText) && !rawUserCounterpartyBidirectionalOverride;
   const explicitVatQuestionSignal = hasExplicitVatQuestionSignal(rawText);
   const explicitVatMovementEvidenceSignal = hasExplicitVatMovementEvidenceSignal(rawText);
+  const rawLifecyclePivotTextSignal =
+    !rawPrimaryBusinessOverviewSignal && hasLifecycleSignal(rawText);
+  const rawBidirectionalValueFlowPivotTextSignal =
+    !rawPrimaryBusinessOverviewSignal &&
+    !rawLifecyclePivotTextSignal &&
+    hasBidirectionalValueFlowSignal(rawText);
+  const rawValueFlowPivotTextSignal =
+    !rawPrimaryBusinessOverviewSignal &&
+    !rawLifecyclePivotTextSignal &&
+    (hasValueFlowSignal(rawText) ||
+      hasValueRankingSignal(rawText) ||
+      rawBidirectionalValueFlowPivotTextSignal);
   const explicitVatSuppressesBusinessOverviewContinuation = Boolean(
     explicitVatQuestionSignal && !rawPrimaryBusinessOverviewSignal
   );
@@ -1634,7 +1758,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     !rawLifecycleSignal && !rawValueFlowSignal && !rawMetadataSignal && hasEntityResolutionSignal(rawText);
   const rawPayoutSignal = rawValueFlowSignal && !rawBidirectionalValueFlowSignal && hasPayoutSignal(rawText);
   const rawValueFlowAggregateQuestionSignal =
-    rawValueFlowSignal && hasValueFlowAggregateQuestionSignal(rawText);
+    (rawValueFlowSignal || rawValueFlowPivotTextSignal) && hasValueFlowAggregateQuestionSignal(rawText);
   const monthlyAggregationSignal = hasMonthlyAggregationSignal(rawText);
   const rawAllTimeScopeSignal = hasAllTimeScopeHint(rawText);
   const dateScopeSignalText = stripNegatedTaxDateScopeClauses(rawText);
@@ -1670,6 +1794,10 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const rawAction = toNonEmptyString(assistantTurnMeaning?.asked_action_family);
   const rawAggregationAxis = toNonEmptyString(assistantTurnMeaning?.asked_aggregation_axis);
   const unsupported = toNonEmptyString(assistantTurnMeaning?.unsupported_but_understood_family);
+  const assistantTurnMeaningReasonCodes = collectReasonCodes(assistantTurnMeaning?.reason_codes);
+  const compactCashflowDisplayFollowupSignal = assistantTurnMeaningReasonCodes.includes(
+    "compact_cashflow_display_current_turn_signal"
+  );
   const broadBusinessEvaluationUnsupported = unsupported === "broad_business_evaluation";
   const seededBusinessOverviewSignal =
     broadBusinessEvaluationUnsupported ||
@@ -1702,6 +1830,74 @@ export function buildAssistantMcpDiscoveryTurnInput(
         : profitMarginBusinessOverviewSignal
           ? "profit_margin_boundary"
           : "broad_evaluation";
+  const assistantTurnMeaningDateScope = toNonEmptyString(assistantTurnMeaning?.explicit_date_scope);
+  const rawAssistantTurnMeaningOrganizationScope = toNonEmptyString(assistantTurnMeaning?.explicit_organization_scope);
+  const assistantTurnMeaningOrganizationScope = isReferentialOrganizationPlaceholder(
+    rawAssistantTurnMeaningOrganizationScope
+  )
+    ? null
+    : rawAssistantTurnMeaningOrganizationScope;
+  const organizationSelectionFromKnown =
+    resolveOrganizationSelectionFromMessage(rawUserText ?? rawEffectiveText ?? rawSignalSourceText, knownOrganizations) ??
+    resolveOrganizationSelectionFromMessage(rawSignalSourceText, knownOrganizations) ??
+    null;
+  const rawOrganizationScope =
+    extractOrganizationScopeFromRawText(rawUserText) ??
+    extractOrganizationScopeFromRawText(rawEffectiveText) ??
+    extractOrganizationScopeFromRawText(rawSignalSourceText);
+  const semanticOrganizationScope =
+    normalizeLooseOrganizationAlias(
+      extractOrganizationScopeFromSemanticText(rawEffectiveText) ??
+        extractOrganizationScopeFromSemanticText(rawUserText) ??
+        extractOrganizationScopeFromSemanticText(rawSignalSourceText)
+    );
+  const predecomposeCounterpartyAsOrganizationScope =
+    (rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
+    semanticOrganizationScope &&
+    !rawScopedEntityCandidate &&
+    !predecomposeEntities.organization
+      ? normalizeLooseOrganizationAlias(predecomposeEntities.counterparty)
+      : null;
+  const rawOrganizationMentionSignal =
+    hasOrganizationScopeSignalUtf8(rawText) ||
+    Boolean(organizationSelectionFromKnown || rawOrganizationScope || semanticOrganizationScope || predecomposeCounterpartyAsOrganizationScope);
+  const currentTurnFreshOrganizationScope =
+    organizationSelectionFromKnown ??
+    predecomposeEntities.organization ??
+    rawOrganizationScope ??
+    semanticOrganizationScope ??
+    predecomposeCounterpartyAsOrganizationScope;
+  const currentTurnOrganizationScope =
+    currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
+  const predecomposeOrganizationMirrorsCounterparty = sameScopedName(
+    predecomposeEntities.counterparty,
+    predecomposeEntities.organization
+  );
+  const organizationMirrorsPredecomposeCounterpartyForPivot = Boolean(
+    sameScopedName(predecomposeEntities.counterparty, assistantTurnMeaningOrganizationScope) ||
+      sameScopedName(predecomposeEntities.counterparty, currentTurnOrganizationScope) ||
+      predecomposeOrganizationMirrorsCounterparty
+  );
+  const normalizedPredecomposeCounterpartyForPivot =
+    organizationMirrorsPredecomposeCounterpartyForPivot
+      ? null
+      : normalizeFollowupCounterpartyCandidate(predecomposeEntities.counterparty);
+  const rawExplicitCounterpartyPivotCandidate =
+    rawScopedEntityCandidate ??
+    rawAssistantEntityCandidates.find(
+      (candidate) =>
+        !isInvalidEntityCandidate(candidate) &&
+        !sameScopedName(candidate, currentTurnOrganizationScope)
+    ) ??
+    normalizedPredecomposeCounterpartyForPivot ??
+    null;
+  const businessOverviewCounterpartyValueFlowPivot = Boolean(
+    businessOverviewContinuationSignal &&
+      !rawPrimaryBusinessOverviewSignal &&
+      rawValueFlowPivotTextSignal &&
+      rawExplicitCounterpartyPivotCandidate &&
+      (rawTopicSwitchSignal || rawValueFlowAggregateQuestionSignal)
+  );
   const businessOverviewUnsupportedFamily = inventoryReserveBusinessOverviewSignal
     ? "inventory_reserve_liquidation_boundary"
     : debtDueDateBusinessOverviewSignal
@@ -1712,8 +1908,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
           ? "profit_margin_boundary"
           : "broad_business_evaluation";
   const businessOverviewSignal =
-    rawBusinessOverviewSignal ||
-    seededBusinessOverviewSignal;
+    !businessOverviewCounterpartyValueFlowPivot &&
+    (rawBusinessOverviewSignal || seededBusinessOverviewSignal);
   const businessOverviewSeparateCounterpartySignal = Boolean(
     businessOverviewSignal && hasBusinessOverviewSeparateCounterpartySignal(rawText)
   );
@@ -1735,18 +1931,6 @@ export function buildAssistantMcpDiscoveryTurnInput(
     hasSimpleMovementLanePivotSignal(rawText) ||
     hasMovementEvidenceFollowupSignal(rawText) ||
     hasPronounMovementEvidenceFollowupSignal(rawText);
-  const assistantTurnMeaningDateScope = toNonEmptyString(assistantTurnMeaning?.explicit_date_scope);
-  const rawAssistantTurnMeaningOrganizationScope = toNonEmptyString(assistantTurnMeaning?.explicit_organization_scope);
-  const assistantTurnMeaningOrganizationScope = isReferentialOrganizationPlaceholder(
-    rawAssistantTurnMeaningOrganizationScope
-  )
-    ? null
-    : rawAssistantTurnMeaningOrganizationScope;
-  const rawOrganizationMentionSignal = hasOrganizationScopeSignalUtf8(rawText);
-  const rawOrganizationScope = extractOrganizationScopeFromRawText(rawUserText ?? rawEffectiveText ?? rawSignalSourceText);
-  const currentTurnFreshOrganizationScope = predecomposeEntities.organization ?? rawOrganizationScope;
-  const currentTurnOrganizationScope =
-    currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
   const followupCounterpartyIsMetadataOrganizationScope = Boolean(
     followupSeed.subjectResolutionOptional &&
       followupSeed.counterparty &&
@@ -1792,10 +1976,6 @@ export function buildAssistantMcpDiscoveryTurnInput(
       !rawBidirectionalValueFlowSignal &&
       explicitOrganizationScopeSignal
   );
-  const predecomposeOrganizationMirrorsCounterparty = sameScopedName(
-    predecomposeEntities.counterparty,
-    predecomposeEntities.organization
-  );
   const organizationMirrorsPredecomposeCounterparty = Boolean(
     (rawBidirectionalValueFlowSignal ||
       hasValueRankingSignal(rawText) ||
@@ -2130,16 +2310,27 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const bidirectionalValueFlowSignal =
     !businessOverviewSignal &&
     !lifecycleSignal &&
-    (rawBidirectionalValueFlowSignal || seededAction === "net_value_flow");
+    ((businessOverviewCounterpartyValueFlowPivot
+      ? rawBidirectionalValueFlowPivotTextSignal
+      : rawBidirectionalValueFlowSignal) ||
+      seededAction === "net_value_flow");
   const valueFlowSignal =
     !businessOverviewSignal &&
     !lifecycleSignal &&
     !metadataGroundedMovementLaneApplicable &&
-    (rawValueFlowSignal || seededDomain === "counterparty_value");
+    ((businessOverviewCounterpartyValueFlowPivot
+      ? rawValueFlowPivotTextSignal
+      : rawValueFlowSignal) ||
+      seededDomain === "counterparty_value");
   const payoutSignal =
     valueFlowSignal &&
     !bidirectionalValueFlowSignal &&
-    (rawPayoutSignal || seededAction === "payout");
+    ((businessOverviewCounterpartyValueFlowPivot
+      ? rawValueFlowPivotTextSignal &&
+        !rawBidirectionalValueFlowPivotTextSignal &&
+        hasPayoutSignal(rawText)
+      : rawPayoutSignal) ||
+      seededAction === "payout");
   const semanticDataNeed = metadataAmbiguityLaneClarificationApplicable
     ? "metadata lane clarification"
     : semanticNeedFor({
@@ -2147,17 +2338,37 @@ export function buildAssistantMcpDiscoveryTurnInput(
           ? "movements"
           : businessOverviewSignal
           ? "business_overview"
+          : lifecycleSignal
+            ? "counterparty_lifecycle"
+            : valueFlowSignal
+              ? "counterparty_value"
           : rawDomain ?? seededDomain,
         action: explicitVatMovementEvidenceSignal
           ? "list_movements"
           : businessOverviewSignal
           ? businessOverviewActionFamily
+          : lifecycleSignal
+            ? "activity_duration"
+            : valueFlowSignal
+              ? bidirectionalValueFlowSignal
+                ? "net_value_flow"
+                : payoutSignal
+                  ? "payout"
+                  : rawAction ?? seededAction ?? "turnover"
           : rawAction ?? seededAction,
         unsupported: explicitVatMovementEvidenceSignal
           ? "movement_evidence"
           : businessOverviewSignal
           ? businessOverviewUnsupportedFamily
-          : unsupported ?? seededUnsupported,
+          : lifecycleSignal
+            ? "counterparty_lifecycle"
+            : valueFlowSignal
+              ? bidirectionalValueFlowSignal
+                ? "counterparty_bidirectional_value_flow_or_netting"
+                : payoutSignal
+                  ? "counterparty_payouts_or_outflow"
+                  : seededUnsupported ?? "counterparty_value_or_turnover"
+              : unsupported ?? seededUnsupported,
         lifecycleSignal,
         valueFlowSignal,
         metadataSignal: rawMetadataSignal || effectiveMetadataFollowupSeedApplicable,
@@ -2322,11 +2533,17 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const clarificationLoopStillNeedsPeriod = Boolean(
     followupSeed.loopStatus === "awaiting_clarification" && followupSeed.loopPendingAxes.includes("period")
   );
+  const rawTwoDigitPredecomposeYearHint = Boolean(
+    predecomposeDateScope &&
+      /^\d{4}$/.test(predecomposeDateScope) &&
+      /\b\d{2}\b/u.test(rawText)
+  );
   const businessOverviewRawWithoutDateScope = Boolean(
     businessOverviewSignal &&
       !rawAllTimeScopeSignal &&
       !explicitDateScopeLiteralDetected &&
       !rawDateScope &&
+      !rawTwoDigitPredecomposeYearHint &&
       !relativeCurrentDateHintDetected
   );
   const predecomposeDateScopeCountsAsCurrentTurnPeriod = Boolean(
@@ -2352,6 +2569,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
   const topicSwitchSuppressesFollowupScope = Boolean(
     rawTopicSwitchSignal &&
+      !compactCashflowDisplayFollowupSignal &&
       (rawMetadataSignal ||
         businessOverviewSignal ||
         rawEntitySearchOverridesStaleScope ||
@@ -2469,30 +2687,30 @@ export function buildAssistantMcpDiscoveryTurnInput(
     unsupported_but_understood_family:
       businessOverviewSignal
         ? businessOverviewUnsupportedFamily
-        : unsupported ??
-      (lifecycleSignal
-        ? "counterparty_lifecycle"
+        : lifecycleSignal
+          ? "counterparty_lifecycle"
         : valueFlowSignal
           ? bidirectionalValueFlowSignal
             ? "counterparty_bidirectional_value_flow_or_netting"
             : payoutSignal
               ? "counterparty_payouts_or_outflow"
               : seededUnsupported ?? "counterparty_value_or_turnover"
-          : metadataGroundedMovementLaneApplicable
-            ? "movement_evidence"
-        : metadataGroundedDocumentLaneApplicable
-            ? "document_evidence"
-          : explicitVatMovementEvidenceSignal
-            ? "movement_evidence"
-          : metadataAmbiguityLaneClarificationApplicable
-            ? "metadata_lane_choice_clarification"
-          : entityResolutionSignal
-            ? "entity_resolution"
-          : rawMetadataSignal || effectiveMetadataFollowupSeedApplicable
-            ? "1c_metadata_surface"
-          : followupDiscoverySeedApplicable
-            ? seededUnsupported
-            : null),
+          : unsupported ??
+            (metadataGroundedMovementLaneApplicable
+              ? "movement_evidence"
+              : metadataGroundedDocumentLaneApplicable
+                ? "document_evidence"
+                : explicitVatMovementEvidenceSignal
+                  ? "movement_evidence"
+                  : metadataAmbiguityLaneClarificationApplicable
+                    ? "metadata_lane_choice_clarification"
+                    : entityResolutionSignal
+                      ? "entity_resolution"
+                      : rawMetadataSignal || effectiveMetadataFollowupSeedApplicable
+                        ? "1c_metadata_surface"
+                        : followupDiscoverySeedApplicable
+                          ? seededUnsupported
+                          : null),
     stale_replay_forbidden: Boolean(
       assistantTurnMeaning?.stale_replay_forbidden ||
         businessOverviewSignal ||
@@ -2763,6 +2981,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (businessOverviewSignal) {
     pushReason(reasonCodes, "mcp_discovery_broad_business_evaluation_route_candidate");
   }
+  if (businessOverviewCounterpartyValueFlowPivot) {
+    pushReason(reasonCodes, "mcp_discovery_business_overview_followup_pivoted_to_counterparty_value_flow");
+  }
   if (businessOverviewContinuationSignal) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_from_followup_context");
   }
@@ -2787,6 +3008,15 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (businessOverviewRawYearOverridesPredecomposeAsOf) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_raw_year_overrode_predecompose_as_of_scope");
   }
+  if (organizationSelectionFromKnown) {
+    pushReason(reasonCodes, "mcp_discovery_organization_scope_from_known_organizations");
+  }
+  if (semanticOrganizationScope) {
+    pushReason(reasonCodes, "mcp_discovery_organization_scope_from_semantic_text");
+  }
+  if (predecomposeCounterpartyAsOrganizationScope) {
+    pushReason(reasonCodes, "mcp_discovery_counterparty_reinterpreted_as_organization_scope");
+  }
   if (
     !(valueFlowOrganizationStaysScope && normalizedPredecomposeCounterparty === explicitOrganizationScope) &&
     normalizedPredecomposeCounterparty

llm_normalizer/backend/src/services/assistantRoutePolicy.ts

@@ -28,6 +28,7 @@ const ADDRESS_INTENTS_KEEP_ADDRESS_LANE = new Set([
     "inventory_purchase_documents_for_item",
     "inventory_supplier_stock_overlap_as_of_date",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain",
     "inventory_aging_by_purchase_date",
@@ -41,6 +42,7 @@ const ADDRESS_INTENTS_ALLOW_STRICT_DEEP_INVESTIGATION_BYPASS = new Set([
     "inventory_purchase_provenance_for_item",
     "inventory_purchase_documents_for_item",
     "inventory_sale_trace_for_item",
+    "inventory_margin_ranking_for_nomenclature",
     "inventory_profitability_for_item",
     "inventory_purchase_to_sale_chain"
 ]);
@@ -286,7 +288,7 @@ export function createAssistantRoutePolicy(deps) {
           : null;
       const semanticCanonicalRecommended = semanticExtractionContract?.apply_canonical_recommended !== false;
       const llmSupportedDeepAddressIntentSignal = llmContractMode === "deep_analysis" &&
-          /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain)$/u.test(llmContractIntent ?? "") &&
+          /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_margin_ranking_for_nomenclature|inventory_profitability_for_item|inventory_purchase_to_sale_chain)$/u.test(llmContractIntent ?? "") &&
           semanticCanonicalRecommended;
       const llmCanonicalEntitySignal = /(?:заказчик|поставщик|контрагент|компан|customer|supplier|counterparty|company|vendor|client)/iu.test(compactWhitespace(repairedInputMessage.toLowerCase()));
       const llmCanonicalAppliedSignal = Boolean(llmPreDecomposeMeta?.applied) && llmContractMode !== "deep_analysis";
@@ -395,6 +397,24 @@ export function createAssistantRoutePolicy(deps) {
       const hasTemporalCue = /(?:на\s+эту\s+же\s+дат[ауеы]|на\s+тот\s+же\s+период|за\s+этот\s+же\s+период|за\s+этот\s+период|март|апрел|ма[йя]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
       return hasRequestCue && hasTemporalCue;
   }
+  function hasInventoryMarginRankingContinuationSignal(text) {
+      const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase()).replace(/ё/g, "е");
+      if (!normalized) {
+          return false;
+      }
+      const wantsFoundRows =
+          /(?:покажи|показать|выведи|дай|раскрой|show|list)/iu.test(normalized) &&
+          /(?:найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+          /(?:себестоимостн|реализац|марж|прибыл|номенклатур)/iu.test(normalized);
+      const account41Not01 =
+          /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /(?:\bне\b|вместо|а\s+не|not|instead)/iu.test(normalized);
+      const periodExpansion =
+          /(?:расширь|расширить|возьми|давай|покажи|за|на|до|весь|год|квартал|месяц|expand|period)/iu.test(normalized) &&
+          /(?:январ|феврал|март|апрел|ма[йяе]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
+      return wantsFoundRows || account41Not01 || periodExpansion;
+  }
   function hasOrganizationClarificationTextCue(text) {
       const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
       if (!normalized) {
@@ -563,6 +583,7 @@ export function createAssistantRoutePolicy(deps) {
           hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage);
       const followupPreviousIntent = toNonEmptyString(followupContext?.previous_intent);
+      const followupRootIntent = toNonEmptyString(followupContext?.root_intent);
       const followupPreviousFilters = followupContext?.previous_filters && typeof followupContext.previous_filters === "object"
           ? followupContext.previous_filters
           : null;
@@ -597,6 +618,16 @@ export function createAssistantRoutePolicy(deps) {
               hasShortInventoryObjectFollowupSignal(repairedRawUserMessage) ||
               hasShortInventoryObjectFollowupSignal(effectiveAddressUserMessage) ||
               hasShortInventoryObjectFollowupSignal(repairedEffectiveAddressUserMessage)));
+      const protectedInventoryMarginRankingFollowup = Boolean(followupContext &&
+          (followupPreviousIntent === "inventory_margin_ranking_for_nomenclature" ||
+              followupRootIntent === "inventory_margin_ranking_for_nomenclature") &&
+          !dataScopeMetaQuery &&
+          !capabilityMetaQuery &&
+          !dangerOrCoercionSignal &&
+          (hasInventoryMarginRankingContinuationSignal(rawUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(repairedRawUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(effectiveAddressUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(repairedEffectiveAddressUserMessage)));
       const organizationClarificationContinuationDetected = Boolean((followupContext || continuitySnapshot.hasGroundedAddressContext) &&
           lastOrganizationClarificationDebug &&
           explicitOrganizationClarificationSelection &&
@@ -654,6 +685,7 @@ export function createAssistantRoutePolicy(deps) {
           !baseToolGatePreservesAddressLane &&
           !effectiveGroundedValueFlowFollowupContextDetected &&
           !protectedInventoryShortFollowup &&
+          !protectedInventoryMarginRankingFollowup &&
           !organizationClarificationContinuationDetected &&
           !routeCandidateOrganizationClarificationDetected);
       const lastAddressAssistantDebug = sessionItems
@@ -1165,6 +1197,7 @@ export function createAssistantRoutePolicy(deps) {
           hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage) ||
+          protectedInventoryMarginRankingFollowup ||
           inventoryRootRestatementFollowupDetected);
       const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
           hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
@@ -1202,7 +1235,9 @@ export function createAssistantRoutePolicy(deps) {
               (!llmContractIntent || llmContractIntent === "unknown"));
       const exactAddressIntentProtectedFromSemanticDeepHint = laneProtectionArbitration.exactAddressIntentProtectedFromSemanticDeepHint;
       const protectAddressLaneFromFallback = Boolean(
-          laneProtectionArbitration.protectAddressLaneFromFallback || customerValueRankingAddressSignal
+          laneProtectionArbitration.protectAddressLaneFromFallback ||
+              customerValueRankingAddressSignal ||
+              protectedInventoryMarginRankingFollowup
       );
       const vatExplainFollowupSignal = Boolean(followupContext &&
           toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
@@ -1283,7 +1318,7 @@ export function createAssistantRoutePolicy(deps) {
       let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
       let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
       const semanticAddressLaneRecovery = Boolean(!runAddressLane &&
-          supportedAddressRouteCandidateDetected &&
+          (supportedAddressRouteCandidateDetected || protectedInventoryMarginRankingFollowup) &&
           !deepAnalysisPreferenceDetected &&
           !unsupportedAddressIntentFallbackToDeep &&
           !deepAnalysisSignalFallbackToDeep &&
@@ -1292,7 +1327,9 @@ export function createAssistantRoutePolicy(deps) {
       if (semanticAddressLaneRecovery) {
           runAddressLane = true;
           toolGateDecision = "run_address_lane";
-          toolGateReason = resolvedIntentResolution.intent !== "unknown" || llmContractIntent
+          toolGateReason = protectedInventoryMarginRankingFollowup
+              ? "followup_context_detected"
+              : resolvedIntentResolution.intent !== "unknown" || llmContractIntent
               ? "address_intent_resolver_detected"
               : "address_signal_detected";
       }

llm_normalizer/backend/src/services/assistantRuntimeContractRegistry.ts

@@ -337,6 +337,18 @@ export const INVENTORY_CAPABILITY_CONTRACTS: readonly AssistantCapabilityContrac
     answerObjectShape: "inventory_profitability_bundle",
     bundleReusePolicy: "sale_trace_bundle_preferred"
   }),
+  inventoryExactCapability({
+    capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+    intent_ids: ["inventory_margin_ranking_for_nomenclature"],
+    entry_modes: ["root_entry", "root_followup", "clarification_resume"],
+    transitions: ["T1", "T2", "T7"],
+    requiresFocusObject: false,
+    requiredAnchors: ["period"],
+    resultShape: "nomenclature_margin_ranking",
+    answerObjectShape: "inventory_margin_ranking",
+    bundleReusePolicy: "none",
+    scenarioFamilies: ["canonical", "colloquial", "account_41_correction"]
+  }),
   inventoryExactCapability({
     capability_id: "inventory_inventory_purchase_to_sale_chain",
     intent_ids: ["inventory_purchase_to_sale_chain"],

llm_normalizer/backend/src/services/assistantTransitionPolicy.ts

@@ -47,6 +47,31 @@ export function createAssistantTransitionPolicy(deps) {
     return deps.compactWhitespace(deps.repairAddressMojibake(String(value ?? "")).toLowerCase()).replace(/ё/g, "е");
   }
 
+  function hasInventoryMarginRankingFollowupSignal(userMessage, alternateMessage = null, sourceIntentHint = null) {
+    if (sourceIntentHint !== "inventory_margin_ranking_for_nomenclature") {
+      return false;
+    }
+    return [userMessage, alternateMessage]
+      .filter((value) => deps.toNonEmptyString(value))
+      .map((value) =>
+        deps.compactWhitespace(deps.repairAddressMojibake(String(value ?? "")).toLowerCase()).replace(/ё/g, "е")
+      )
+      .some((normalized) => {
+        if (!normalized) {
+          return false;
+        }
+        const wantsFoundRows =
+          /(?:покажи|показать|выведи|дай|раскрой|show|list|покажи|показать|выведи|дай|раскрой)/iu.test(normalized) &&
+          /(?:найденн|строк|реализац|себестоимостн|баз|найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+          /(?:себестоимостн|реализац|марж|прибыл|номенклатур|себестоимостн|реализац|марж|прибыл|номенклат)/iu.test(normalized);
+        const account41Not01 =
+          /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /(?:\bне\b|вместо|а\s+не|not|instead|РЅРµ|вместо|Р°\s+РЅРµ)/iu.test(normalized);
+        return wantsFoundRows || account41Not01;
+      });
+  }
+
   function hasSamePeriodReferenceCue(...values) {
     return values
       .map((value) => normalizeFollowupText(value))
@@ -640,9 +665,26 @@ export function createAssistantTransitionPolicy(deps) {
             llmPreDecomposeMeta
           })
         : null;
+    const hasCompactCashflowFollowupCue = (value) => {
+      const normalized = normalizeFollowupText(value);
+      if (!normalized) {
+        return false;
+      }
+      const hasCompactCue = /(?:\u043a\u043e\u0440\u043e\u0442\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u0431\u0435\u0437\s+\u0442\u043e\u043f\p{L}*)/iu.test(normalized);
+      const hasCashflowCue = /(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u0437\u0430\u043f\u043b\u0430\u0442|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043d\u0435\u0442\u0442\u043e)/iu.test(normalized);
+      return hasCompactCue && hasCashflowCue;
+    };
+    const compactCashflowFollowupSignal =
+      hasShortValueFlowRetargetCue(userMessage) ||
+      hasCompactCashflowFollowupCue(userMessage) ||
+      (deps.toNonEmptyString(alternateMessage)
+        ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
+          hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
+        : false);
     if (
       assistantTurnMeaning?.stale_replay_forbidden === true &&
-      !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage)
+      !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage) &&
+      !compactCashflowFollowupSignal
     ) {
       return null;
     }
@@ -738,7 +780,8 @@ export function createAssistantTransitionPolicy(deps) {
       sourceIntentHint === "customer_revenue_and_payments" ||
       sourceDiscoveryPilotScopeHint === "counterparty_value_flow_query_movements_v1" ||
       sourceDiscoveryPilotScopeHint === "counterparty_supplier_payout_query_movements_v1" ||
-      sourceDiscoveryPilotScopeHint === "counterparty_bidirectional_value_flow_query_movements_v1";
+      sourceDiscoveryPilotScopeHint === "counterparty_bidirectional_value_flow_query_movements_v1" ||
+      sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
     const hasBusinessOverviewCarryoverSourceHint =
       sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
     const navigationSessionState = resolveNavigationSessionContextState(
@@ -760,6 +803,11 @@ export function createAssistantTransitionPolicy(deps) {
       sourceIntentHint,
       hasNavigationInventoryItemFocusHint
     );
+    const inventoryMarginRankingFollowup = hasInventoryMarginRankingFollowupSignal(
+      userMessage,
+      alternateMessage,
+      sourceIntentHint
+    );
     let inventoryShortFollowupPrimary =
       (deps.isInventorySelectedObjectIntent(sourceIntentHint) || hasNavigationInventoryItemFocusHint) &&
       deps.hasShortInventoryObjectFollowupSignal(userMessage);
@@ -777,10 +825,12 @@ export function createAssistantTransitionPolicy(deps) {
         : null;
     const debtRoleSwapIntent = debtRoleSwapPrimary ?? debtRoleSwapAlternate ?? null;
     const shortValueFlowRetargetPrimary =
-      hasValueFlowCarryoverSourceHint && hasShortValueFlowRetargetCue(userMessage);
+      hasValueFlowCarryoverSourceHint &&
+      (hasShortValueFlowRetargetCue(userMessage) || hasCompactCashflowFollowupCue(userMessage));
     const shortValueFlowRetargetAlternate =
       hasValueFlowCarryoverSourceHint && deps.toNonEmptyString(alternateMessage)
-        ? hasShortValueFlowRetargetCue(String(alternateMessage ?? ""))
+        ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
+          hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
         : false;
     const businessOverviewBoundaryFollowupPrimary =
       hasBusinessOverviewCarryoverSourceHint && hasBusinessOverviewBoundaryFollowupCue(userMessage);
@@ -796,6 +846,7 @@ export function createAssistantTransitionPolicy(deps) {
       businessOverviewBoundaryFollowupPrimary ||
       inventoryShortFollowupPrimary ||
       inventoryPurchaseDateVatBridge ||
+      inventoryMarginRankingFollowup ||
       explicitSummaryBundleReuseSignal ||
       mcpDiscoveryOrganizationClarificationContinuation;
     let hasAlternateFollowupSignal = deps.toNonEmptyString(alternateMessage)
@@ -805,6 +856,7 @@ export function createAssistantTransitionPolicy(deps) {
         businessOverviewBoundaryFollowupAlternate ||
         inventoryShortFollowupAlternate ||
         inventoryPurchaseDateVatBridge ||
+        inventoryMarginRankingFollowup ||
         explicitSummaryBundleReuseSignal ||
         mcpDiscoveryOrganizationClarificationContinuation
       : false;
@@ -862,6 +914,7 @@ export function createAssistantTransitionPolicy(deps) {
       shortValueFlowRetargetAlternate ||
       businessOverviewBoundaryFollowupPrimary ||
       businessOverviewBoundaryFollowupAlternate ||
+      inventoryMarginRankingFollowup ||
       deps.hasFollowupMarker(userMessage) ||
       deps.hasReferentialPointer(userMessage) ||
       (deps.toNonEmptyString(alternateMessage)
@@ -886,6 +939,7 @@ export function createAssistantTransitionPolicy(deps) {
       shortValueFlowRetargetAlternate ||
       businessOverviewBoundaryFollowupPrimary ||
       businessOverviewBoundaryFollowupAlternate ||
+      inventoryMarginRankingFollowup ||
       deps.hasFollowupMarker(userMessage) ||
       deps.hasReferentialPointer(userMessage) ||
       (deps.toNonEmptyString(alternateMessage)
@@ -1054,8 +1108,9 @@ export function createAssistantTransitionPolicy(deps) {
         !inventoryShortFollowupPrimary &&
         !inventoryShortFollowupAlternate &&
         !businessOverviewBoundaryFollowupPrimary &&
-        !businessOverviewBoundaryFollowupAlternate &&
-        !foreignAccountingPivotOverInventory &&
+      !businessOverviewBoundaryFollowupAlternate &&
+      !inventoryMarginRankingFollowup &&
+      !foreignAccountingPivotOverInventory &&
         !deps.hasFollowupMarker(userMessage) &&
         !deps.hasReferentialPointer(userMessage) &&
         (!deps.toNonEmptyString(alternateMessage)
@@ -1118,6 +1173,7 @@ export function createAssistantTransitionPolicy(deps) {
       businessOverviewBoundaryFollowupPrimary ||
       inventoryShortFollowupPrimary ||
       inventoryPurchaseDateVatBridge ||
+      inventoryMarginRankingFollowup ||
       explicitSummaryBundleReuseSignal ||
       hasInventoryRootTemporalFollowupPrimary ||
       mcpDiscoveryOrganizationClarificationContinuation;
@@ -1129,6 +1185,7 @@ export function createAssistantTransitionPolicy(deps) {
         businessOverviewBoundaryFollowupAlternate ||
         inventoryShortFollowupAlternate ||
         inventoryPurchaseDateVatBridge ||
+        inventoryMarginRankingFollowup ||
         explicitSummaryBundleReuseSignal ||
         hasInventoryRootTemporalFollowupAlternate ||
         mcpDiscoveryOrganizationClarificationContinuation
@@ -1151,6 +1208,7 @@ export function createAssistantTransitionPolicy(deps) {
       shortValueFlowRetargetAlternate ||
       businessOverviewBoundaryFollowupPrimary ||
       businessOverviewBoundaryFollowupAlternate ||
+      inventoryMarginRankingFollowup ||
       deps.hasFollowupMarker(userMessage) ||
       deps.hasReferentialPointer(userMessage) ||
       (deps.toNonEmptyString(alternateMessage)

llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts

@@ -22,6 +22,7 @@ const SUPPORTED_ADDRESS_INTENTS = new Set([
   "inventory_purchase_documents_for_item",
   "inventory_supplier_stock_overlap_as_of_date",
   "inventory_sale_trace_for_item",
+  "inventory_margin_ranking_for_nomenclature",
   "inventory_profitability_for_item",
   "inventory_purchase_to_sale_chain",
   "inventory_aging_by_purchase_date",
@@ -138,6 +139,90 @@ function detectCounterpartyTurnoverFamily(text) {
   };
 }
 
+function hasCompactOrganizationCashflowDisplaySignal(text) {
+  const normalized = String(text ?? "");
+  if (!normalized) {
+    return false;
+  }
+  const hasCompactCue =
+    /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0441\u043f\u0438\u0441(?:\u043a\p{L}*)?|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*)/iu.test(
+      normalized
+    );
+  if (!hasCompactCue) {
+    return false;
+  }
+  const hasMoneyCue =
+    /(?:\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0441\u043f\u0438\u0441\u0430\p{L}*|\u043d\u0435\u0442\u0442\u043e|cash|money|incoming|outgoing|net)/iu.test(
+      normalized
+    );
+  const hasOrganizationEarningsCue =
+    /(?:\u0434\u0430\u0439|\u043f\u043e\u043a\u0430\u0436\p{L}*|\u0438\u0442\u043e\u0433\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|show|give|earned|received|paid)/iu.test(
+      normalized
+    );
+  const hasExplicitExclusionCue =
+    /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(
+      normalized
+    );
+  const hasSpecificCounterpartyScope = detectScopedCounterpartyEntity(normalized) !== null;
+  return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue && !hasSpecificCounterpartyScope;
+}
+
+function detectScopedCounterpartyEntity(text) {
+  const patterns = [
+    /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+(.+?)(?=$|[,.;:!?]|\s+(?:\u0437\u0430|\u043d\u0430|\u0432|\u0432\u043e|\u043a|\u043f\u043e|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a|\u043a\u0430\u043a|\u043a\u0430\u043a\u043e\u0435|\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0432\u0445\u043e\u0434\p{L}*)(?=$|[\s,.;:!?]))/iu,
+    /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+([\p{L}\d._-]{2,})(?=$|[\s,.;:!?])/iu
+  ];
+  const ignored = new Set([
+    "\u0433\u043e\u0434",
+    "\u0433\u043e\u0434\u0430",
+    "\u043f\u0435\u0440\u0438\u043e\u0434",
+    "\u043f\u0435\u0440\u0438\u043e\u0434\u0430",
+    "\u043c\u0435\u0441\u044f\u0446",
+    "\u043c\u0435\u0441\u044f\u0446\u0430",
+    "\u043a\u0432\u0430\u0440\u0442\u0430\u043b",
+    "\u043a\u0432\u0430\u0440\u0442\u0430\u043b\u0430",
+    "\u0434\u0435\u043d\u044c\u0433\u0438",
+    "\u043d\u0435\u0442\u0442\u043e",
+    "\u0441\u0430\u043b\u044c\u0434\u043e",
+    "year",
+    "period",
+    "month",
+    "quarter",
+    "net"
+  ]);
+  for (const pattern of patterns) {
+    const rawEntity = text.match(pattern)?.[1]?.trim() ?? "";
+    if (!rawEntity) {
+      continue;
+    }
+    const entity = rawEntity.replace(/^["'«»]+|["'«»]+$/gu, "").trim();
+    if (entity.length >= 2 && !ignored.has(entity)) {
+      return entity;
+    }
+  }
+  return null;
+}
+
+function detectCounterpartyBidirectionalValueFlowFamily(text) {
+  const hasNetCue =
+    /(?:\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|net\s+(?:flow|cash|payment)|cash\s+net)/iu.test(text);
+  const hasIncomingCue =
+    /(?:\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0432\u0445\u043e\u0434\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|received|incoming)/iu.test(text);
+  const hasOutgoingCue =
+    /(?:\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0441\u043f\u0438\u0441\u0430\u043d\p{L}*|paid|outgoing|payment)/iu.test(text);
+  if (!(hasNetCue || (hasIncomingCue && hasOutgoingCue))) {
+    return null;
+  }
+  const entity = detectScopedCounterpartyEntity(text);
+  if (!entity) {
+    return null;
+  }
+  return {
+    family: "counterparty_bidirectional_value_flow_or_netting",
+    entity
+  };
+}
+
 function hasExplicitCounterpartyValueObject(text) {
   return /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0434\u043e\u0433\u043e\u0432\u043e\u0440|\u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442|\u0442\u043e\u0432\u0430\u0440|\u043d\u043e\u043c\u0435\u043d\u043a\u043b\u0430\u0442\u0443\u0440|\u0441\u0434\u0435\u043b\u043a|customer|client|counterparty|supplier|vendor|contract|item|product|deal)/iu.test(
     text
@@ -379,14 +464,14 @@ function detectBroadBusinessEvaluation(text) {
   return null;
 }
 
-function buildEntityCandidates(counterpartyTurnover) {
-  if (!counterpartyTurnover?.entity) {
+function buildEntityCandidates(entityFamily) {
+  if (!entityFamily?.entity) {
     return [];
   }
   return [
     {
       type: "counterparty",
-      value: counterpartyTurnover.entity,
+      value: entityFamily.entity,
       source: "current_turn_loose_entity_tail"
     }
   ];
@@ -399,10 +484,17 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     const rawText = normalizeTurnText(rawMessage, deps);
     const effectiveText = normalizeTurnText(effectiveMessage, deps);
     const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
-    const supportedIntent = detectSupportedIntent(joinedText, deps);
-    const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
+    const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
+    const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
+    const counterpartyBidirectionalValueFlow = compactOrganizationCashflowDisplay ? null : detectCounterpartyBidirectionalValueFlowFamily(joinedText);
+    const counterpartyTurnover = compactOrganizationCashflowDisplay ? null : detectCounterpartyTurnoverFamily(joinedText);
     const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
-    const broadBusinessEvaluation = selectedObjectInventoryExact ? null : detectBroadBusinessEvaluation(joinedText);
+    const broadBusinessEvaluation =
+      compactOrganizationCashflowDisplay
+        ? { family: "broad_business_evaluation" }
+      : selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
+        ? null
+        : detectBroadBusinessEvaluation(joinedText);
     const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
     const explicitIntentCandidate =
       broadBusinessEvaluation?.family
@@ -410,6 +502,8 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
         : supportedIntent?.intent ?? (llmIntent && llmIntent !== "unknown" ? llmIntent : null);
     const unsupportedFamily = broadBusinessEvaluation?.family
       ? broadBusinessEvaluation.family
+      : !explicitIntentCandidate && counterpartyBidirectionalValueFlow?.family
+        ? counterpartyBidirectionalValueFlow.family
       : !explicitIntentCandidate && counterpartyTurnover?.family
         ? counterpartyTurnover.family
         : null;
@@ -417,12 +511,18 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     if (supportedIntent?.reason) {
       reasonCodes.push(supportedIntent.reason);
     }
+    if (counterpartyBidirectionalValueFlow?.family) {
+      reasonCodes.push("counterparty_bidirectional_value_flow_current_turn_signal");
+    }
     if (counterpartyTurnover?.family) {
       reasonCodes.push("counterparty_turnover_current_turn_signal");
     }
     if (broadBusinessEvaluation?.family) {
       reasonCodes.push("broad_business_evaluation_current_turn_signal");
     }
+    if (compactOrganizationCashflowDisplay) {
+      reasonCodes.push("compact_cashflow_display_current_turn_signal");
+    }
     if (rawText !== normalizeTurnText(rawMessage, { ...deps, repairAddressMojibake: (value) => String(value ?? "") })) {
       reasonCodes.push("mojibake_repair_applied");
     }
@@ -443,6 +543,8 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
             ? "inventory"
             : broadBusinessEvaluation?.family
               ? "business_summary"
+            : counterpartyBidirectionalValueFlow?.family
+              ? "counterparty_value"
             : explicitIntentCandidate?.includes("counterparty")
               ? "counterparty"
               : counterpartyTurnover?.family
@@ -455,6 +557,8 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
         ? "confirmed_snapshot"
         : broadBusinessEvaluation?.family
           ? "broad_evaluation"
+        : counterpartyBidirectionalValueFlow?.family
+          ? "net_value_flow"
         : explicitIntentCandidate === "customer_revenue_and_payments" ||
           explicitIntentCandidate === "supplier_payouts_profile"
           ? "counterparty_value_or_turnover"
@@ -470,7 +574,10 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
             ? "counterparty_value_or_turnover"
             : null;
     const staleReplayForbidden = Boolean(
-      unsupportedFamily || broadBusinessEvaluation?.family || (counterpartyTurnover?.entity && !explicitIntentCandidate)
+      unsupportedFamily ||
+        broadBusinessEvaluation?.family ||
+        (counterpartyBidirectionalValueFlow?.entity && !explicitIntentCandidate) ||
+        (counterpartyTurnover?.entity && !explicitIntentCandidate)
     );
     return {
       schema_version: "assistant_turn_meaning_v1",
@@ -481,10 +588,13 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
       asked_domain_family: askedDomainFamily,
       asked_action_family: askedActionFamily,
       explicit_intent_candidate: explicitIntentCandidate,
-      explicit_entity_candidates: broadBusinessEvaluation?.family ? [] : buildEntityCandidates(counterpartyTurnover),
+      explicit_entity_candidates: broadBusinessEvaluation?.family
+        ? []
+        : buildEntityCandidates(counterpartyBidirectionalValueFlow ?? counterpartyTurnover),
       meaning_confidence: broadBusinessEvaluation?.family
         ? "medium"
-        : supportedIntent?.confidence ?? (counterpartyTurnover?.family ? "medium" : "low"),
+        : supportedIntent?.confidence ??
+          (counterpartyBidirectionalValueFlow?.family || counterpartyTurnover?.family ? "medium" : "low"),
       intent_override_strength: explicitIntentCandidate
         ? "explicit_current_turn_intent"
         : staleReplayForbidden

llm_normalizer/backend/src/services/capabilitiesRegistry.ts

@@ -219,22 +219,23 @@ export function loadCapabilitiesRegistry(): CapabilityRegistry {
 }
 
 export function buildCapabilityContractReplyFromRegistry(): string {
-  const registry = loadCapabilitiesRegistry();
-  const topGroups = registry.groups.filter((group) => group.group_code !== "boundaries").slice(0, 6);
-  const groupLines = topGroups.map((group, index) => {
-    const examples = group.typical_queries
-      .slice(0, 2)
-      .map((query) => query.trim())
-      .filter((query) => query.length > 0)
-      .join("; ");
-    return `${index + 1}. ${group.group_title}: ${group.description}${examples ? `. Например: ${examples}` : "."}`;
-  });
-
   return [
-    "Могу помочь с вопросами по данным 1С в режиме чтения: НДС, контрагенты, долги, деньги и склад.",
-    "По основным группам:",
-    ...groupLines,
-    "Если нужно, подскажу, как лучше сформулировать запрос под вашу задачу.",
+    "Могу быстро смотреть управленческие вещи по данным 1С в режиме чтения.",
+    "",
+    "- кто должен денег и кому должны;",
+    "- какой год или месяц был самым денежным;",
+    "- какие контрагенты дают основной поток;",
+    "- что лежит на складе и какие остатки стареют;",
+    "- сколько НДС к уплате за период;",
+    "- какие документы, оплаты и договоры есть по контрагенту.",
+    "",
+    "Примеры запросов:",
+    "- кто самый доходный клиент за все время",
+    "- что зависло на складе",
+    "- кому мы должны на сегодня",
+    "- какое нетто по СВК за 2020",
+    "- сколько НДС к уплате за 4 квартал 2019",
+    "",
     "Что не делаю: не настраиваю 1С, не меняю конфигурацию, не создаю и не провожу документы, не выполняю админ-действия на сервере."
   ].join("\n");
 }

llm_normalizer/backend/src/services/routeHintAdapter.ts

@@ -46,6 +46,7 @@ type V2FamilyFragment = V2Family["fragments"][number];
 type RouteQueryClass =
   | "exact_object_trace"
   | "ranking_or_period_summary"
+  | "bidirectional_value_flow"
   | "symptom_first"
   | "lifecycle_first"
   | "chain_break"
@@ -66,6 +67,10 @@ interface RouteDisciplineRule {
 const ACCOUNT_HINT_PATTERN =
   /(?:\b(?:account|acct|schet|счет|сч)\s*[:#]?\s*(?:[1-9][0-9](?:[./-][0-9]{1,2})?)|\b(?:19|20|21|23|25|26|28|29|44|51|60|62|68)\b)/i;
 const PERIOD_PATTERN = /\b20\d{2}(?:[-./](?:0[1-9]|1[0-2]))?\b/i;
+const BIDIRECTIONAL_VALUE_FLOW_PATTERN =
+  /(?:\b(?:receive(?:d)?|received|get|got|incoming|inflow|paid|payment|payments|outgoing|outflow|net|netto|cash\s*flow)\b|получ(?:ить|ил[аи]?|ено|аем|или)|поступ(?:ил[аи]?|ление|ления)|заплат(?:ить|ил[аи]?|или)|оплат(?:ить|ил[аи]?|ы|или)|входящ(?:ий|ие|их)|исходящ(?:ий|ие|их)|нетто|сальдо)/iu;
+const COUNTERPARTY_SCOPE_PATTERN =
+  /(?:\b(?:counterparty|supplier|customer|vendor|client|bank)\b|контрагент|поставщик|покупател|клиент|заказчик|банк|сбербанк|по\s+(?:ип|ооо|пао|зао|оао|группа)\b)/iu;
 const SYMPTOM_MARKER_PATTERN =
   /(?:\bsymptom\b|\banomaly\b|\bproblem\b|\bissue\b|\btail\b|\bhanging\b|\bblocked\b|\bincomplete\b|remains?\s+open|not\s+(?:confirmed|observed|resolved|closed)|не\s+(?:подтвержден|закрыт|наблюдается)|хвост|сбой|проблем)/i;
 const LIFECYCLE_MARKER_PATTERN =
@@ -96,6 +101,13 @@ export const ROUTE_DISCIPLINE_RULE_TABLE: RouteDisciplineRule[] = [
     forbidden_fallback: ["store_canonical", "hybrid_store_plus_live"],
     description: "Ranking and period summary queries require analytical batch path."
   },
+  {
+    query_class: "bidirectional_value_flow",
+    required_route: "hybrid_store_plus_live",
+    allowed_fallback: ["no_route"],
+    forbidden_fallback: ["store_canonical"],
+    description: "Scoped bidirectional value-flow questions require hybrid evidence path."
+  },
   {
     query_class: "symptom_first",
     required_route: "hybrid_store_plus_live",
@@ -218,6 +230,21 @@ function hasAccountOrPeriodAnchor(fragment: V2FamilyFragment, lowerText: string)
   return fragment.account_hints.length > 0 || ACCOUNT_HINT_PATTERN.test(lowerText) || PERIOD_PATTERN.test(lowerText);
 }
 
+function hasBidirectionalValueFlowSignal(fragment: V2FamilyFragment, lowerText: string): boolean {
+  if (fragment.flags.asks_for_ranking_or_top || fragment.flags.asks_for_period_summary) {
+    return false;
+  }
+  return BIDIRECTIONAL_VALUE_FLOW_PATTERN.test(lowerText);
+}
+
+function hasCounterpartyScopeSignal(fragment: V2FamilyFragment, lowerText: string): boolean {
+  return (
+    COUNTERPARTY_SCOPE_PATTERN.test(lowerText) ||
+    fragment.entity_hints.some((hint) => hint.trim().length > 0) ||
+    fragment.candidate_labels.includes("cross_entity")
+  );
+}
+
 function resolveRouteClass(fragment: V2FamilyFragment): RouteDisciplineRule {
   const lowerText = mergedFragmentText(fragment);
   const symptomSignal = hasSymptomSignal(fragment, lowerText);
@@ -227,6 +254,8 @@ function resolveRouteClass(fragment: V2FamilyFragment): RouteDisciplineRule {
   const causalSignal = hasCausalSignal(lowerText);
   const ambiguitySignal = hasAmbiguitySignal(fragment, lowerText);
   const accountOrPeriodAnchor = hasAccountOrPeriodAnchor(fragment, lowerText);
+  const bidirectionalValueFlowSignal = hasBidirectionalValueFlowSignal(fragment, lowerText);
+  const counterpartyScopeSignal = hasCounterpartyScopeSignal(fragment, lowerText);
 
   if (fragment.flags.asks_for_exact_object_trace) {
     return ROUTE_DISCIPLINE_RULE_MAP.get("exact_object_trace")!;
@@ -234,6 +263,9 @@ function resolveRouteClass(fragment: V2FamilyFragment): RouteDisciplineRule {
   if (fragment.flags.asks_for_ranking_or_top || fragment.flags.asks_for_period_summary) {
     return ROUTE_DISCIPLINE_RULE_MAP.get("ranking_or_period_summary")!;
   }
+  if (bidirectionalValueFlowSignal && counterpartyScopeSignal) {
+    return ROUTE_DISCIPLINE_RULE_MAP.get("bidirectional_value_flow")!;
+  }
   if (ambiguitySignal && (symptomSignal || lifecycleSignal || chainBreakSignal || periodImpactSignal || causalSignal)) {
     return ROUTE_DISCIPLINE_RULE_MAP.get("mixed_ambiguity")!;
   }
@@ -272,7 +304,8 @@ function shouldPromoteFromNoRoute(fragment: V2FamilyFragment, rule: RouteDiscipl
     hasLifecycleSignal(fragment, lowerText) ||
     hasChainBreakSignal(lowerText) ||
     hasPeriodImpactSignal(lowerText) ||
-    hasCausalSignal(lowerText);
+    hasCausalSignal(lowerText) ||
+    (hasBidirectionalValueFlowSignal(fragment, lowerText) && hasCounterpartyScopeSignal(fragment, lowerText));
 
   const hasAnchor =
     hasAccountOrPeriodAnchor(fragment, lowerText) ||

llm_normalizer/backend/src/types/addressQuery.ts

@@ -33,6 +33,7 @@ export type AddressIntent =
   | "inventory_supplier_stock_overlap_as_of_date"
   | "inventory_sale_trace_for_item"
   | "inventory_trading_margin_proxy_for_organization"
+  | "inventory_margin_ranking_for_nomenclature"
   | "inventory_profitability_for_item"
   | "inventory_purchase_to_sale_chain"
   | "inventory_aging_by_purchase_date"
@@ -203,6 +204,7 @@ export interface AddressRecipeDefinition {
     | "inventory_supplier_stock_overlap_profile"
     | "inventory_sale_trace_profile"
     | "inventory_trading_margin_proxy_profile"
+    | "inventory_margin_ranking_profile"
     | "inventory_profitability_profile"
     | "inventory_purchase_to_sale_chain_profile"
     | "inventory_aging_by_purchase_date_profile"

llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts

@@ -104,6 +104,15 @@ describe("addressIntentResolver regression bridges", () => {
 
     expect(result.intent).toBe("inventory_aging_by_purchase_date");
   });
+  it("routes nomenclature margin ranking away from OS, bank, and settlement fallbacks", () => {
+    const result = resolveAddressIntent(
+      "\u041a\u0430\u043a\u0430\u044f \u043d\u043e\u043c\u0435\u043a\u043b\u0430\u0442\u0443\u0440\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e \u043a\u0430\u043a\u0430\u044f \u0441 \u043d\u0438\u0437\u043a\u043e\u0439"
+    );
+
+    expect(result.intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result.reasons).toContain("unicode_nomenclature_margin_ranking_bridge_signal_detected");
+  });
+
   it("detects bare historical inventory root with explicit month-year", () => {
     const result = resolveAddressIntent("остатки на март 2016");
 

llm_normalizer/backend/tests/addressInventoryProfitabilitySelectedObjectRegression.test.ts

@@ -104,4 +104,292 @@ describe("inventory profitability selected-object regressions", () => {
     expect(reply).toContain("не чистая прибыль компании");
     expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);
   });
+
+  it("asks for a period before ranking nomenclature by margin", async () => {
+    const service = new AddressQueryService();
+    const result = await service.tryHandle(
+      "\u041a\u0430\u043a\u0430\u044f \u043d\u043e\u043c\u0435\u043a\u043b\u0430\u0442\u0443\u0440\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e \u043a\u0430\u043a\u0430\u044f \u0441 \u043d\u0438\u0437\u043a\u043e\u0439"
+    );
+
+    expect(result?.handled).toBe(true);
+    expect(result?.response_type).toBe("LIMITED_WITH_REASON");
+    expect(result?.debug.detected_intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.selected_recipe).toBe("address_inventory_margin_ranking_for_nomenclature_v1");
+    expect(result?.debug.capability_id).toBe("inventory_inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.missing_required_filters).toEqual(["period_from", "period_to"]);
+    const reply = String(result?.reply_text ?? "");
+    expect(reply).toContain("\u043d\u0443\u0436\u0435\u043d \u043f\u0435\u0440\u0438\u043e\u0434");
+    expect(reply).toContain("\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u044c \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438");
+    expect(reply).not.toContain("\u041e\u0421");
+    expect(reply).not.toContain("\u0430\u043c\u043e\u0440\u0442\u0438\u0437");
+    expect(reply).not.toContain("\u0437\u0430\u043a\u0443\u043f\u043e\u0447\u043d\u044b\u0439/\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u044b\u0439 \u0441\u043b\u0435\u0434");
+    expect(reply).not.toContain("settlement");
+    expect(executeAddressMcpQueryMock).not.toHaveBeenCalled();
+  });
+
+  it("gives a useful accounting limited answer when sales exist but cost is missing", async () => {
+    executeAddressMcpQueryMock.mockResolvedValueOnce({
+      fetched_rows: 1,
+      matched_rows: 1,
+      raw_rows: [
+        {
+          Period: "2020-05-20T00:00:00Z",
+          Registrator: "Sales document 1",
+          AccountDt: "62.01",
+          AccountKt: "41.01",
+          Amount: 1500,
+          Quantity: 10,
+          SubcontoKt1: "Item A",
+          Organization: "OOO Alternative Plus"
+        }
+      ],
+      rows: [],
+      error: null
+    });
+
+    const service = new AddressQueryService();
+    const result = await service.tryHandle(
+      "\u041a\u0430\u043a\u0430\u044f \u043d\u043e\u043c\u0435\u043a\u043b\u0430\u0442\u0443\u0440\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e \u043a\u0430\u043a\u0430\u044f \u0441 \u043d\u0438\u0437\u043a\u043e\u0439 \u0437\u0430 \u043c\u0430\u0439 2020"
+    );
+
+    expect(result?.handled).toBe(true);
+    expect(result?.response_type).toBe("FACTUAL_SUMMARY");
+    expect(result?.debug.detected_intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.mcp_call_status).toBe("matched_non_empty");
+    const reply = String(result?.reply_text ?? "");
+    expect(reply).toContain("\u0440\u0435\u0439\u0442\u0438\u043d\u0433 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043d\u043e\u043c\u0435\u043d\u043a\u043b\u0430\u0442\u0443\u0440\u044b \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043d\u0435\u043b\u044c\u0437\u044f");
+    expect(reply).toContain("\u0415\u0441\u0442\u044c \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f");
+    expect(reply).toContain("\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438");
+    expect(reply).toContain("\u0447\u0435\u0441\u0442\u043d\u043e \u043f\u043e\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u043d\u0435\u043b\u044c\u0437\u044f");
+    expect(reply).toContain("\u0427\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435");
+    expect(reply).toContain("90.01 / 90.02");
+    expect(reply).not.toContain("\u041e\u0421");
+    expect(reply).not.toContain("\u0430\u043c\u043e\u0440\u0442\u0438\u0437");
+    expect(reply).not.toContain("\u0437\u0430\u043a\u0443\u043f\u043e\u0447\u043d\u044b\u0439/\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u044b\u0439 \u0441\u043b\u0435\u0434");
+    expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);
+  });
+
+  it("does not offer to show realizations when only cost base exists in the period", async () => {
+    executeAddressMcpQueryMock.mockResolvedValueOnce({
+      fetched_rows: 1,
+      matched_rows: 1,
+      raw_rows: [
+        {
+          Period: "2017-09-12T00:00:00Z",
+          Registrator: "Purchase document 1",
+          AccountDt: "41.01",
+          AccountKt: "60.01",
+          Amount: 700,
+          Quantity: 2,
+          SubcontoDt1: "Item C",
+          Organization: "OOO Alternative Plus"
+        }
+      ],
+      rows: [],
+      error: null
+    });
+
+    const service = new AddressQueryService();
+    const result = await service.tryHandle(
+      "\u041a\u0430\u043a\u0430\u044f \u043d\u043e\u043c\u0435\u043a\u043b\u0430\u0442\u0443\u0440\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e \u043a\u0430\u043a\u0430\u044f \u0441 \u043d\u0438\u0437\u043a\u043e\u0439 \u0437\u0430 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044c 2017"
+    );
+
+    expect(result?.handled).toBe(true);
+    expect(result?.response_type).toBe("FACTUAL_SUMMARY");
+    const reply = String(result?.reply_text ?? "");
+    expect(reply).toContain("\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u0430\u044f \u0431\u0430\u0437\u0430");
+    expect(reply).toContain("\u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u043e \u043d\u0435\u0439 \u0432 \u043f\u0435\u0440\u0438\u043e\u0434\u0435 \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043e");
+    expect(reply).toContain("\u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u043e\u0439 \u0431\u0430\u0437\u044b");
+    expect(reply).not.toContain("\u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438");
+    expect(reply).not.toContain("\u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u0430\u044f/\u0437\u0430\u043a\u0443\u043f\u043e\u0447\u043d\u0430\u044f");
+    expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);
+  });
+
+  it("keeps cost-base line drilldown inside the nomenclature margin route", () => {
+    const marginFollowupContext = {
+      previous_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      target_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      root_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      previous_filters: {
+        organization: "OOO Alternative Plus",
+        period_from: "2017-09-01",
+        period_to: "2017-09-30"
+      },
+      previous_anchor_type: "unknown" as const,
+      previous_anchor_value: null
+    };
+
+    const result = runAddressDecomposeStage(
+      "\u043f\u043e\u043a\u0430\u0436\u0438 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0441\u0435\u0431\u0435\u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u043d\u043e\u0439 \u0431\u0430\u0437\u044b",
+      marginFollowupContext
+    );
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result?.filters.extracted_filters.period_from).toBe("2017-09-01");
+    expect(result?.filters.extracted_filters.period_to).toBe("2017-09-30");
+    expect(result?.filters.missing_required_filters).toEqual([]);
+    expect(result?.intent.reasons).toContain("intent_adjusted_to_inventory_margin_ranking_followup_context");
+  });
+
+  it("does not pivot margin follow-up account-41 correction into a balance snapshot", () => {
+    const marginFollowupContext = {
+      previous_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      target_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      root_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      previous_filters: {
+        organization: "OOO Alternative Plus",
+        period_from: "2017-09-01",
+        period_to: "2017-09-30"
+      },
+      previous_anchor_type: "unknown" as const,
+      previous_anchor_value: null
+    };
+
+    for (const message of [
+      "\u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e 41 \u0441\u0447\u0435\u0442\u0443 \u0430 \u043d\u0435 01",
+      "\u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e \u0441\u0447\u0435\u0442\u0443 41 \u0432\u043c\u0435\u0441\u0442\u043e \u0441\u0447\u0435\u0442\u0430 01"
+    ]) {
+      const result = runAddressDecomposeStage(message, marginFollowupContext);
+
+      expect(result).not.toBeNull();
+      expect(result?.intent.intent).toBe("inventory_margin_ranking_for_nomenclature");
+      expect(result?.intent.intent).not.toBe("account_balance_snapshot");
+      expect(result?.filters.extracted_filters.period_from).toBe("2017-09-01");
+      expect(result?.filters.extracted_filters.period_to).toBe("2017-09-30");
+      expect(result?.filters.missing_required_filters).toEqual([]);
+      expect(result?.intent.reasons).toContain("intent_adjusted_to_inventory_margin_ranking_followup_context");
+    }
+  });
+
+  it("keeps carried period when executing margin account-41 correction", async () => {
+    executeAddressMcpQueryMock.mockResolvedValueOnce({
+      fetched_rows: 2,
+      matched_rows: 2,
+      raw_rows: [
+        {
+          Period: "2017-02-10T00:00:00Z",
+          Registrator: "Purchase document 2017",
+          AccountDt: "41.01",
+          AccountKt: "60.01",
+          Amount: 500,
+          Quantity: 1,
+          SubcontoDt1: "Item A",
+          Organization: "OOO Alternative Plus"
+        },
+        {
+          Period: "2017-03-10T00:00:00Z",
+          Registrator: "Sales document 2017",
+          AccountDt: "62.01",
+          AccountKt: "41.01",
+          Amount: 900,
+          Quantity: 1,
+          SubcontoKt1: "Item A",
+          Organization: "OOO Alternative Plus"
+        }
+      ],
+      rows: [],
+      error: null
+    });
+    const marginFollowupContext = {
+      previous_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      target_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      root_intent: "inventory_margin_ranking_for_nomenclature" as const,
+      previous_filters: {
+        organization: "OOO Alternative Plus",
+        period_from: "2017-01-01",
+        period_to: "2017-12-31"
+      },
+      previous_anchor_type: "organization" as const,
+      previous_anchor_value: "OOO Alternative Plus"
+    };
+
+    const service = new AddressQueryService();
+    const result = await service.tryHandle(
+      "\u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e 41 \u0441\u0447\u0435\u0442\u0443 \u0430 \u043d\u0435 01",
+      { followupContext: marginFollowupContext }
+    );
+
+    expect(result?.handled).toBe(true);
+    expect(result?.debug.detected_intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.selected_recipe).toBe("address_inventory_margin_ranking_for_nomenclature_v1");
+    expect(result?.debug.capability_id).toBe("inventory_inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.extracted_filters?.period_from).toBe("2017-01-01");
+    expect(result?.debug.extracted_filters?.period_to).toBe("2017-12-31");
+    expect(result?.debug.missing_required_filters).toEqual([]);
+    expect(result?.debug.mcp_call_status).toBe("matched_non_empty");
+    expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);
+  });
+
+  it("answers period-scoped nomenclature margin ranking with high and low gross-margin buckets", async () => {
+    executeAddressMcpQueryMock.mockResolvedValueOnce({
+      fetched_rows: 4,
+      matched_rows: 4,
+      raw_rows: [
+        {
+          Period: "2020-01-10T00:00:00Z",
+          Registrator: "Purchase document 1",
+          AccountDt: "41.01",
+          AccountKt: "60.01",
+          Amount: 500,
+          Quantity: 10,
+          SubcontoDt1: "Item A",
+          Organization: "OOO Alternative Plus"
+        },
+        {
+          Period: "2020-02-10T00:00:00Z",
+          Registrator: "Sales document 1",
+          AccountDt: "62.01",
+          AccountKt: "41.01",
+          Amount: 1500,
+          Quantity: 10,
+          SubcontoKt1: "Item A",
+          Organization: "OOO Alternative Plus"
+        },
+        {
+          Period: "2020-03-10T00:00:00Z",
+          Registrator: "Purchase document 2",
+          AccountDt: "41.01",
+          AccountKt: "60.01",
+          Amount: 1000,
+          Quantity: 5,
+          SubcontoDt1: "Item B",
+          Organization: "OOO Alternative Plus"
+        },
+        {
+          Period: "2020-04-10T00:00:00Z",
+          Registrator: "Sales document 2",
+          AccountDt: "62.01",
+          AccountKt: "41.01",
+          Amount: 900,
+          Quantity: 5,
+          SubcontoKt1: "Item B",
+          Organization: "OOO Alternative Plus"
+        }
+      ],
+      rows: [],
+      error: null
+    });
+
+    const service = new AddressQueryService();
+    const result = await service.tryHandle(
+      "\u041a\u0430\u043a\u0430\u044f \u043d\u043e\u043c\u0435\u043a\u043b\u0430\u0442\u0443\u0440\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e \u043a\u0430\u043a\u0430\u044f \u0441 \u043d\u0438\u0437\u043a\u043e\u0439 \u0437\u0430 2020 \u0433\u043e\u0434"
+    );
+
+    expect(result?.handled).toBe(true);
+    expect(result?.response_type).toBe("FACTUAL_SUMMARY");
+    expect(result?.debug.detected_intent).toBe("inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.selected_recipe).toBe("address_inventory_margin_ranking_for_nomenclature_v1");
+    expect(result?.debug.capability_id).toBe("inventory_inventory_margin_ranking_for_nomenclature");
+    expect(result?.debug.mcp_call_status).toBe("matched_non_empty");
+    const reply = String(result?.reply_text ?? "");
+    expect(reply).toContain("\u0412\u044b\u0441\u043e\u043a\u0430\u044f \u0432\u0430\u043b\u043e\u0432\u0430\u044f \u043c\u0430\u0440\u0436\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c");
+    expect(reply).toContain("\u041d\u0438\u0437\u043a\u0430\u044f \u0438\u043b\u0438 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f");
+    expect(reply).toContain("Item A");
+    expect(reply).toContain("Item B");
+    expect(reply).toContain("\u043d\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c \u0447\u0438\u0441\u0442\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u0438");
+    expect(reply).not.toContain("\u041e\u0421");
+    expect(reply).not.toContain("\u0430\u043c\u043e\u0440\u0442\u0438\u0437");
+    expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);
+  });
 });

llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts

@@ -587,6 +587,7 @@ describe("address compose stage utf8 headers", () => {
     expect(reply.text).toContain("не подтвержденная клиентская выручка");
     expect(reply.text).toContain("Сводка по направлению");
     expect(reply.text).toContain("Основание 1С");
+    expect(reply.text).toContain("По смыслу это скорее финансовый/банковский контур");
     expect(reply.text).toContain("вид операции/назначение платежа/договор");
   });
 
@@ -613,6 +614,8 @@ describe("address compose stage utf8 headers", () => {
 
     expect(reply.text).toContain("Сводка по направлению");
     expect(reply.text).toContain("Это не обычный поставщик автоматически");
+    expect(reply.text).toContain("Примеры строк 1С:");
+    expect(reply.text).toContain("Следующий шаг: могу отдельно разложить назначения платежа");
     expect(reply.text).toContain("Показаны первые 5 из 8");
     expect(reply.text).not.toContain("00000000007");
   });
@@ -793,12 +796,11 @@ describe("address compose stage utf8 headers", () => {
     );
 
     expect(reply.responseType).toBe("FACTUAL_LIST");
-    expect(reply.text).toContain("Коротко: подтвержденная дебиторская задолженность на 31.05.2020");
-    expect(reply.text).toContain("Это подтвержденный срез дебиторской задолженности");
-    expect(reply.text).toContain("Что учтено");
-    expect(reply.text).toContain("Сводка");
-    expect(reply.text).toContain("Категории дебиторской задолженности");
-    expect(reply.text).toContain("Подтвержденные позиции к получению");
+    expect(reply.text).toContain("Коротко: на 31.05.2020 нам должны");
+    expect(reply.text).toContain("К получению:");
+    expect(reply.text).not.toContain("эвристический shortlist");
+    expect(reply.text).not.toContain("Строк в выборке");
+    expect(reply.text).not.toContain("Категории дебиторской задолженности");
     expect(reply.text).not.toContain("Блок 1");
   });
 
@@ -2089,9 +2091,11 @@ describe("address compose stage utf8 headers", () => {
     );
 
     expect(reply.responseType).toBe("FACTUAL_SUMMARY");
-    expect(reply.text).toContain("Покрытие VAT-источников в 1С");
-    expect(reply.text).toContain("Найдено VAT-объектов: 5");
-    expect(reply.text).toContain("РегистрНакопления.НДСПродажи");
+    expect(reply.text).toContain("предварительная оценка по бухгалтерским оборотам НДС");
+    expect(reply.text).toContain("НДС начисленный");
+    expect(reply.text).not.toContain("Покрытие VAT-источников в 1С");
+    expect(reply.text).not.toContain("VAT-объектов");
+    expect(reply.text).not.toContain("РегистрНакопления.НДСПродажи");
   });
 
   it("builds confirmed VAT tax-period reply from sales and purchase book markers", () => {
@@ -2191,7 +2195,7 @@ describe("address compose stage utf8 headers", () => {
     expect(reply.text).not.toContain("**1**)");
   });
 
-  it("keeps VAT probe timestamps intact when numeric emphasis is enabled", () => {
+  it("keeps VAT probe diagnostics out of the user-facing estimate when numeric emphasis is enabled", () => {
     const reply = composeFactualReply(
       "vat_payable_forecast",
       [
@@ -2226,11 +2230,12 @@ describe("address compose stage utf8 headers", () => {
       }
     );
 
-    expect(reply.text).toContain("последнее движение: 2019-12-31T23:59:59Z");
+    expect(reply.text).toContain("предварительная оценка по бухгалтерским оборотам НДС");
+    expect(reply.text).not.toContain("последнее движение: 2019-12-31T23:59:59Z");
     expect(reply.text).not.toContain("2019****-12**-31T23:**59**:59Z");
   });
 
-  it("adds MCP VAT source probe block for confirmed VAT as-of response", () => {
+  it("hides MCP VAT source probe diagnostics for confirmed VAT as-of response", () => {
     const reply = composeFactualReply(
       "vat_payable_confirmed_as_of_date",
       [
@@ -2272,10 +2277,10 @@ describe("address compose stage utf8 headers", () => {
     );
 
     expect(reply.responseType).toBe("FACTUAL_LIST");
-    expect(reply.text).toContain("Блок 2.1. Проверка VAT-источников в 1С");
-    expect(reply.text).toContain("VAT-объектов в метаданных 1С: 3");
-    expect(reply.text).toContain("Источников с движениями до даты среза: 1");
-    expect(reply.text).toContain("РегистрНакопления.НДСНачисленный");
+    expect(reply.text).toContain("Что учтено:");
+    expect(reply.text).toContain("Подтвержденные позиции:");
+    expect(reply.text).not.toContain("VAT-объектов");
+    expect(reply.text).not.toContain("РегистрНакопления.НДСНачисленный");
   });
 
   it("adds VAT probe error note for confirmed VAT as-of response", () => {
@@ -2305,7 +2310,8 @@ describe("address compose stage utf8 headers", () => {
     );
 
     expect(reply.responseType).toBe("FACTUAL_LIST");
-    expect(reply.text).toContain("Дополнительная проверка VAT-источников завершилась ошибкой");
+    expect(reply.text).toContain("Подтвержденные позиции:");
+    expect(reply.text).not.toContain("Дополнительная проверка VAT-источников завершилась ошибкой");
   });
 });
 
@@ -5724,6 +5730,47 @@ it("routes old purchase residue questions to aging-by-purchase-date", () => {
     expect(reply.semantics?.balance_confirmed).toBe(true);
   });
 
+  it("sorts inventory-on-hand positions by amount before rendering the top list", () => {
+    const reply = composeFactualReply(
+      "inventory_on_hand_as_of_date",
+      [
+        {
+          period: "2020-03-31T23:59:59Z",
+          registrator: "Остатки на дату",
+          account_dt: "41.01",
+          account_kt: "",
+          amount: 148261.67,
+          analytics: ["Модуль прямоугольный", "Основной склад", "ООО Ромашка"],
+          item: "Модуль прямоугольный",
+          warehouse: "Основной склад",
+          organization: "ООО Ромашка",
+          quantity: 22
+        },
+        {
+          period: "2020-03-31T23:59:59Z",
+          registrator: "Остатки на дату",
+          account_dt: "41.01",
+          account_kt: "",
+          amount: 498472.5,
+          analytics: ["Конструкция трансформер рабочей станции", "Основной склад", "ООО Ромашка"],
+          item: "Конструкция трансформер рабочей станции",
+          warehouse: "Основной склад",
+          organization: "ООО Ромашка",
+          quantity: 3
+        }
+      ],
+      {
+        asOfDate: "2020-03-31",
+        useRubCurrency: true
+      }
+    );
+
+    expect(reply.responseType).toBe("FACTUAL_LIST");
+    expect(reply.text.indexOf("Конструкция трансформер рабочей станции")).toBeLessThan(
+      reply.text.indexOf("Модуль прямоугольный")
+    );
+  });
+
   it("keeps supplier-overlap reply business-first without exact contour leakage", () => {
     const reply = composeFactualReply(
       "inventory_supplier_stock_overlap_as_of_date",

llm_normalizer/backend/tests/addressReplyBuildersRegression.test.ts

@@ -329,9 +329,9 @@ describe("address reply builders regressions", () => {
     expect(firstLine).toContain("7.271,20");
     expect(firstLine).toContain("Авант мебель");
     expect(firstLine).not.toContain("3.677.454,14");
-    expect(result.text).toContain("встречных остатков");
+    expect(result.text).toContain("Встречная часть");
     expect(result.text).toContain("Комитет государственных услуг г. Москвы");
-    expect(result.text).toContain("Финансовое обеспечение заявки");
+    expect(result.text).not.toContain("Финансовое обеспечение заявки");
     expect(result.text).not.toContain("договор/аналитика: ООО \\Альтернатива Плюс\\");
   });
 
@@ -380,7 +380,7 @@ describe("address reply builders regressions", () => {
     expect(firstLine).toContain("9.612.904,90");
     expect(firstLine).toContain("Департамент капитального ремонта города Москвы.");
     expect(firstLine).not.toContain("13.290.359,04");
-    expect(result.text).toContain("встречных остатков");
+    expect(result.text).toContain("Встречная часть");
     expect(result.text).toContain("Комитет государственных услуг г. Москвы");
   });
 
@@ -443,4 +443,140 @@ describe("address reply builders regressions", () => {
     expect(result.text.split("\n")[0]).toContain("1.000,00");
     expect(result.text).not.toContain("встречных остатков");
   });
+  it("avoids mixed stock quantity as a fake management KPI in on-hand snapshot answers", () => {
+    const result = composeInventoryReply(
+      "inventory_on_hand_as_of_date",
+      [
+        {
+          amount: 695360,
+          quantity: 3,
+          item: "Рабочая станция",
+          warehouse: "Основной склад",
+          organization: 'ООО "Альтернатива Плюс"',
+          period: "2017-06-30",
+          registrator: "Остатки"
+        } as any,
+        {
+          amount: 295526.51,
+          quantity: 317000,
+          item: "Лифлеты",
+          warehouse: "Основной склад",
+          organization: 'ООО "Альтернатива Плюс"',
+          period: "2017-06-30",
+          registrator: "Остатки"
+        } as any
+      ],
+      {
+        userMessage: "какие остатки на июнь 2017",
+        asOfDate: "2017-06-30"
+      },
+      {
+        resolvePayablesAsOfDate: () => "2017-06-30",
+        buildInventoryOnHandAggregate: () => [
+          {
+            item: "Рабочая станция",
+            warehouse: "Основной склад",
+            organization: 'ООО "Альтернатива Плюс"',
+            quantity: 3,
+            amount: 695360,
+            operations: 1,
+            firstPeriod: "2017-06-30",
+            lastPeriod: "2017-06-30",
+            sourceRefs: []
+          },
+          {
+            item: "Лифлеты",
+            warehouse: "Основной склад",
+            organization: 'ООО "Альтернатива Плюс"',
+            quantity: 317000,
+            amount: 295526.51,
+            operations: 1,
+            firstPeriod: "2017-06-30",
+            lastPeriod: "2017-06-30",
+            sourceRefs: []
+          }
+        ],
+        uniqueStrings: (values: string[]) => Array.from(new Set(values)),
+        formatDateRu: (value: string) => value,
+        formatNumberWithDots: (value: number, fractionDigits = 0) => value.toFixed(fractionDigits),
+        formatMoneyRub: (value: number) => `${value} ₽`,
+        isInventoryPurchaseMovement: () => false,
+        summarizeInventoryTraceRows: () => ({
+          item: null,
+          warehouses: [],
+          organizations: [],
+          counterparties: [],
+          documents: [],
+          firstPeriod: null,
+          lastPeriod: null,
+          totalAmount: 0
+        }),
+        formatInventoryTraceRows: () => [],
+        hasInventoryPurchaseDateActionFocus: () => false,
+        inventoryTraceDateLabel: () => "",
+        extractInventoryCounterpartyCandidates: () => [],
+        buildInventoryAgingByItemAggregate: () => [],
+        formatInventoryAgingRows: () => [],
+        isInventorySaleMovement: () => false
+      }
+    );
+
+    expect(result?.text).not.toContain("Суммарное количество");
+    expect(result?.text).toContain("Общее количество не свожу в один управленческий показатель");
+    expect(result?.text).toContain("Следующий шаг: могу раскрыть полный список");
+  });
+
+  it("answers cost-base evidence follow-up directly when margin ranking has sales without confirmed cost", () => {
+    const result = composeInventoryReply(
+      "inventory_margin_ranking_for_nomenclature",
+      [
+        {
+          amount: 120000,
+          quantity: 2,
+          item: "Рабочая станция",
+          period: "2020-05-20",
+          registrator: "Реализация"
+        } as any
+      ],
+      {
+        userMessage: "покажи найденные строки себестоимостной базы",
+        periodFrom: "2020-05-01",
+        periodTo: "2020-05-31"
+      },
+      {
+        resolvePayablesAsOfDate: () => "2020-05-31",
+        buildInventoryOnHandAggregate: () => [],
+        uniqueStrings: (values: string[]) => Array.from(new Set(values)),
+        formatDateRu: (value: string) => value,
+        formatNumberWithDots: (value: number, fractionDigits = 0) => value.toFixed(fractionDigits),
+        formatMoneyRub: (value: number) => `${value} ₽`,
+        isInventoryPurchaseMovement: () => false,
+        summarizeInventoryTraceRows: (rows: any[]) => ({
+          item: rows[0]?.item ?? null,
+          warehouses: [],
+          organizations: [],
+          counterparties: [],
+          documents: [],
+          firstPeriod: null,
+          lastPeriod: null,
+          totalAmount: 0
+        }),
+        formatInventoryTraceRows: () => [],
+        hasInventoryPurchaseDateActionFocus: () => false,
+        inventoryTraceDateLabel: () => "",
+        extractInventoryCounterpartyCandidates: () => [],
+        buildInventoryAgingByItemAggregate: () => [],
+        formatInventoryAgingRows: () => [],
+        isInventorySaleMovement: () => true
+      }
+    );
+
+    expect(result?.text.split("\n")[0]).toContain(
+      "подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено"
+    );
+    expect(result?.text).toContain("Есть реализация по 1 номенклатурной позиции");
+    expect(result?.text).toContain("Строк себестоимости реализации / себестоимостной базы для показа нет");
+    expect(result?.text).not.toContain("входящих денежных поступлений");
+    expect(result?.text).not.toContain("амортизац");
+  });
 });

llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts

@@ -218,6 +218,90 @@ describe("assistant address orchestration runtime adapter", () => {
           root_filters: expect.objectContaining({
             organization: "Org A"
           })
+        }),
+        knownOrganizations: ["Org A"]
+      })
+    );
+  });
+
+  it("rebuilds business overview period carryover for compact cashflow follow-up when address carryover is absent", async () => {
+    const runMcpDiscoveryRuntimeEntryPoint = vi.fn(async () => ({
+      schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+      policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
+      entry_status: "bridge_executed",
+      hot_runtime_wired: false,
+      discovery_attempted: true
+    }));
+    const input = buildInput({
+      userMessage:
+        "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+      sessionItems: [
+        {
+          role: "assistant",
+          debug: {
+            assistant_mcp_discovery_entry_point_v1: {
+              turn_input: {
+                data_need_graph: {
+                  business_fact_family: "business_overview",
+                  ranking_need: "top_desc"
+                },
+                turn_meaning_ref: {
+                  explicit_date_scope: "2020",
+                  explicit_organization_scope:
+                    "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441"
+                }
+              }
+            }
+          }
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage:
+          "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          period: {}
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => null),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: false,
+        livingMode: "chat",
+        livingReason: "unsupported_current_turn_meaning_boundary",
+        toolGateDecision: "skip_address_lane",
+        toolGateReason: "unsupported_current_turn_meaning_boundary",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_summary",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    expect(runMcpDiscoveryRuntimeEntryPoint).toHaveBeenCalledWith(
+      expect.objectContaining({
+        followupContext: expect.objectContaining({
+          previous_discovery_pilot_scope: "business_overview_route_template_v1",
+          previous_seeded_ranking_need: "top_desc",
+          previous_filters: expect.objectContaining({
+            period_from: "2020-01-01",
+            period_to: "2020-12-31"
+          }),
+          root_filters: expect.objectContaining({
+            period_from: "2020-01-01",
+            period_to: "2020-12-31"
+          })
         })
       })
     );
@@ -499,6 +583,70 @@ describe("assistant address orchestration runtime adapter", () => {
     );
   });
 
+  it("prefers raw margin-ranking account correction over account-balance canonical drift", async () => {
+    const resolveAddressFollowupCarryoverContext = vi.fn(() => ({
+      followupContext: {
+        previous_intent: "inventory_margin_ranking_for_nomenclature",
+        target_intent: "inventory_margin_ranking_for_nomenclature",
+        root_intent: "inventory_margin_ranking_for_nomenclature",
+        previous_filters: {
+          period_from: "2017-01-01",
+          period_to: "2017-12-31",
+          organization: "OOO Alternative Plus"
+        },
+        previous_anchor_type: "organization",
+        previous_anchor_value: "OOO Alternative Plus"
+      }
+    }));
+    const resolveAssistantOrchestrationDecision = vi.fn(() => ({
+      runAddressLane: true,
+      livingMode: "address_data",
+      livingReason: "address_lane_triggered",
+      toolGateDecision: "run_address_lane",
+      toolGateReason: "followup_context_detected",
+      orchestrationContract: { schema_version: "assistant_orchestration_contract_v1" }
+    }));
+    const buildAddressLlmPredecomposeContractV1 = vi.fn(({ sourceMessage, canonicalMessage }: { sourceMessage: string; canonicalMessage: string }) => ({
+      schema_version: "address_llm_predecompose_contract_v1",
+      source_message: sourceMessage,
+      canonical_message: canonicalMessage,
+      mode: canonicalMessage === sourceMessage ? "unsupported" : "address_query",
+      intent: canonicalMessage === sourceMessage ? "unknown" : "account_balance_snapshot"
+    }));
+    const rawMessage = "\u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e 41 \u0441\u0447\u0435\u0442\u0443 \u0430 \u043d\u0435 01";
+
+    const output = await buildAssistantAddressOrchestrationRuntime(
+      buildInput({
+        userMessage: rawMessage,
+        runAddressLlmPreDecompose: vi.fn(async () => ({
+          attempted: true,
+          applied: true,
+          effectiveMessage:
+            "\u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e \u0441\u0447\u0435\u0442\u0443 41 \u0432\u043c\u0435\u0441\u0442\u043e \u0441\u0447\u0435\u0442\u0430 01",
+          reason: "normalized_fragment_applied",
+          predecomposeContract: {
+            mode: "address_query",
+            intent: "account_balance_snapshot"
+          }
+        })),
+        buildAddressLlmPredecomposeContractV1,
+        resolveAddressFollowupCarryoverContext,
+        resolveAssistantOrchestrationDecision
+      })
+    );
+
+    expect(output.addressInputMessage).toBe(rawMessage);
+    expect(output.addressPreDecompose.applied).toBe(false);
+    expect(output.addressPreDecompose.reason).toBe("followup_raw_message_preferred_over_llm_rewrite");
+    expect(resolveAddressFollowupCarryoverContext).toHaveBeenCalledTimes(2);
+    expect(resolveAssistantOrchestrationDecision).toHaveBeenCalledWith(
+      expect.objectContaining({
+        rawUserMessage: rawMessage,
+        effectiveAddressUserMessage: rawMessage
+      })
+    );
+  });
+
   it("prefers raw selected-object inventory action over generic canonical drift intent", async () => {
     const resolveAddressFollowupCarryoverContext = vi.fn(() => ({
       followupContext: {

llm_normalizer/backend/tests/assistantCapabilityBindingResponseGuard.test.ts

@@ -66,6 +66,35 @@ describe("assistant capability binding response guard", () => {
     expect(output.audit.reason_codes).toContain("capability_binding_guard_clarification_reply");
   });
 
+  it("uses business clarification for nomenclature margin ranking period", () => {
+    const output = applyAssistantCapabilityBindingResponseGuard({
+      assistantReply: "unsafe answer",
+      replyType: "partial_coverage",
+      capabilityBinding: binding({
+        capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        capability_contract_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        binding_status: "blocked",
+        binding_action: "clarify",
+        required_anchors: ["period"],
+        provided_anchors: [],
+        missing_anchors: ["period"],
+        requires_focus_object: false,
+        focus_object_binding_status: "not_required",
+        result_shape: "nomenclature_margin_ranking",
+        answer_object_shape: "inventory_margin_ranking",
+        violations: ["required_anchor_missing"],
+        reason_codes: ["required_anchor_missing"]
+      })
+    });
+
+    expect(output.replyType).toBe("partial_coverage");
+    expect(output.assistantReply).toContain("Для рейтинга прибыльности номенклатуры нужен период");
+    expect(output.assistantReply).toContain("выручку");
+    expect(output.assistantReply).toContain("себестоимость реализации");
+    expect(output.assistantReply).not.toContain("period");
+    expect(output.audit.applied).toBe(true);
+  });
+
   it("turns blocked incompatible transitions into bounded replies", () => {
     const output = applyAssistantCapabilityBindingResponseGuard({
       assistantReply: "unsafe answer",

llm_normalizer/backend/tests/assistantCapabilityRuntimeBindingAdapter.test.ts

@@ -130,6 +130,34 @@ describe("assistant capability runtime binding adapter", () => {
     expect(binding.violations).toEqual([]);
   });
 
+  it("treats period_from and period_to as satisfying period anchor", () => {
+    const binding = resolveAssistantCapabilityRuntimeBinding({
+      addressDebug: {
+        capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        detected_intent: "inventory_margin_ranking_for_nomenclature",
+        detected_mode: "address_query",
+        capability_layer: "compute",
+        capability_route_mode: "exact",
+        extracted_filters: {
+          period_from: "2020-05-01",
+          period_to: "2020-05-31",
+          organization: "ООО Альтернатива Плюс"
+        },
+        rows_matched: 1,
+        route_expectation_status: "matched"
+      },
+      groundingStatus: "grounded",
+      replyType: "factual"
+    });
+
+    expect(binding.binding_status).toBe("bound");
+    expect(binding.binding_action).toBe("allow");
+    expect(binding.required_anchors).toEqual(["period"]);
+    expect(binding.provided_anchors).toEqual(expect.arrayContaining(["period_from", "period_to"]));
+    expect(binding.missing_anchors).toEqual([]);
+    expect(binding.violations).toEqual([]);
+  });
+
   it("blocks selected-object capabilities when required anchors are missing", () => {
     const binding = resolveAssistantCapabilityRuntimeBinding({
       addressDebug: {

llm_normalizer/backend/tests/assistantMcpDiscoveryDataNeedGraph.test.ts

@@ -60,6 +60,25 @@ describe("assistant MCP discovery data need graph", () => {
     );
   });
 
+  it("does not turn explicit no-top wording into a value-flow ranking", () => {
+    const result = buildAssistantMcpDiscoveryDataNeedGraph({
+      semanticDataNeed: "counterparty value-flow evidence",
+      rawUtterance:
+        "Определить общую сумму поступлений в ООО Альтернатива Плюс за 2020 год, исключая топ-контрагентов и детализацию по контрагентам",
+      turnMeaning: {
+        asked_domain_family: "counterparty_value",
+        asked_action_family: "counterparty_value_or_turnover",
+        explicit_organization_scope: "ООО Альтернатива Плюс",
+        explicit_date_scope: "2020"
+      }
+    });
+
+    expect(result.business_fact_family).toBe("value_flow");
+    expect(result.ranking_need).toBeNull();
+    expect(result.decomposition_candidates).toContain("aggregate_checked_amounts");
+    expect(result.decomposition_candidates).not.toContain("aggregate_ranked_axis_values");
+  });
+
   it("marks metadata lane choice as a clarification-required graph", () => {
     const result = buildAssistantMcpDiscoveryDataNeedGraph({
       semanticDataNeed: "metadata lane clarification",

llm_normalizer/backend/tests/assistantMcpDiscoveryDebugAttachment.test.ts

@@ -15,11 +15,26 @@ function entryPointContract(overrides: Record<string, unknown> = {}) {
       business_fact_answer_allowed: true,
       requires_user_clarification: false,
       planner: {
-        selected_chain_id: "value_flow_ranking",
-        catalog_chain_template_matches: ["value_flow_ranking", "value_flow"],
+        selected_chain_id: "value_flow",
+        evidence_plan: {
+          schema_version: "assistant_evidence_planner_v1",
+          policy_owner: "assistantEvidencePlanner",
+          planner_status: "ready_for_execution",
+          selected_chain_id: "value_flow",
+          evidence_axes: {
+            missing_axes: []
+          },
+          coverage_gate: {
+            expected_coverage: "confirmed_coverage"
+          },
+          answer_contract: {
+            answer_mode: "confirmed_business_answer"
+          }
+        },
+        catalog_chain_template_matches: ["value_flow"],
         catalog_chain_template_alignment: {
           alignment_status: "selected_matches_top",
-          top_chain_template_match: "value_flow_ranking",
+          top_chain_template_match: "value_flow",
           selected_chain_template_rank: 1,
           selected_chain_is_catalog_template: true,
           selected_chain_in_catalog_matches: true,
@@ -30,13 +45,16 @@ function entryPointContract(overrides: Record<string, unknown> = {}) {
         schema_version: "assistant_mcp_route_candidate_v1",
         policy_owner: "assistantMcpDiscoveryRuntimeBridge",
         candidate_status: "ready_for_reviewed_execution",
-        selected_chain_id: "value_flow_ranking",
-        selected_chain_summary: "Rank value flow",
-        nearest_catalog_chain_template: "value_flow_ranking",
+        selected_chain_id: "value_flow",
+        selected_chain_summary: "Measure value flow",
+        nearest_catalog_chain_template: "value_flow",
         catalog_alignment_status: "selected_matches_top",
         business_fact_family: "value_flow",
         action_family: "turnover",
         proof_expectation: "coverage_checked_fact",
+        evidence_plan_status: "ready_for_execution",
+        evidence_answer_mode: "confirmed_business_answer",
+        evidence_expected_coverage: "confirmed_coverage",
         required_axes: ["organization", "period"],
         provided_axes: ["organization", "period"],
         missing_axes: [],
@@ -45,6 +63,22 @@ function entryPointContract(overrides: Record<string, unknown> = {}) {
         recommended_next_action: "Execute through the reviewed runtime bridge and truth gate.",
         forbidden_overclaim_flags: ["no_unchecked_fact_totals"]
       },
+      execution_handoff: {
+        schema_version: "assistant_mcp_discovery_execution_handoff_v1",
+        policy_owner: "assistantMcpDiscoveryExecutionHandoff",
+        handoff_status: "ready_for_guarded_response",
+        selected_chain_id: "value_flow",
+        route_candidate_status: "ready_for_reviewed_execution",
+        evidence_answer_mode: "confirmed_business_answer",
+        evidence_expected_coverage: "confirmed_coverage",
+        pilot_status: "executed",
+        answer_mode: "confirmed_with_bounded_inference",
+        mcp_execution_performed: true,
+        allowed_hot_chain: true,
+        can_use_guarded_response: true,
+        must_keep_internal_mechanics_hidden: true,
+        reason_codes: ["execution_handoff_guarded_response_ready"]
+      },
       answer_draft: {
         answer_mode: "confirmed_with_bounded_inference"
       }
@@ -66,22 +100,32 @@ describe("assistant MCP discovery debug attachment", () => {
     );
     expect(debug.mcp_discovery_entry_status).toBe("bridge_executed");
     expect(debug.mcp_discovery_attempted).toBe(true);
-    expect(debug.mcp_discovery_hot_runtime_wired).toBe(false);
+    expect(debug.mcp_discovery_hot_runtime_wired).toBe(true);
     expect(debug.mcp_discovery_bridge_status).toBe("answer_draft_ready");
-    expect(debug.mcp_discovery_selected_chain_id).toBe("value_flow_ranking");
-    expect(debug.mcp_discovery_catalog_chain_template_matches).toEqual(["value_flow_ranking", "value_flow"]);
+    expect(debug.mcp_discovery_selected_chain_id).toBe("value_flow");
+    expect(debug.mcp_discovery_evidence_plan_status).toBe("ready_for_execution");
+    expect(debug.mcp_discovery_evidence_plan_answer_mode).toBe("confirmed_business_answer");
+    expect(debug.mcp_discovery_evidence_plan_expected_coverage).toBe("confirmed_coverage");
+    expect(debug.mcp_discovery_evidence_plan_missing_axes).toEqual([]);
+    expect(debug.mcp_discovery_catalog_chain_template_matches).toEqual(["value_flow"]);
     expect(debug.mcp_discovery_catalog_chain_alignment_status).toBe("selected_matches_top");
-    expect(debug.mcp_discovery_catalog_chain_top_match).toBe("value_flow_ranking");
+    expect(debug.mcp_discovery_catalog_chain_top_match).toBe("value_flow");
     expect(debug.mcp_discovery_catalog_chain_selected_matches_top).toBe(true);
     expect(debug.mcp_discovery_route_candidate_status).toBe("ready_for_reviewed_execution");
     expect(debug.mcp_discovery_route_candidate_fact_family).toBe("value_flow");
     expect(debug.mcp_discovery_route_candidate_action_family).toBe("turnover");
+    expect(debug.mcp_discovery_route_candidate_evidence_plan_status).toBe("ready_for_execution");
+    expect(debug.mcp_discovery_route_candidate_evidence_answer_mode).toBe("confirmed_business_answer");
+    expect(debug.mcp_discovery_route_candidate_evidence_expected_coverage).toBe("confirmed_coverage");
     expect(debug.mcp_discovery_route_candidate_missing_axes).toEqual([]);
     expect(debug.mcp_discovery_route_candidate_provided_axes).toEqual(["organization", "period"]);
     expect(debug.mcp_discovery_route_candidate_executable_now).toBe(true);
     expect(debug.mcp_discovery_route_candidate_next_action).toBe(
       "Execute through the reviewed runtime bridge and truth gate."
     );
+    expect(debug.mcp_discovery_execution_handoff_status).toBe("ready_for_guarded_response");
+    expect(debug.mcp_discovery_execution_handoff_allowed_hot_chain).toBe(true);
+    expect(debug.mcp_discovery_execution_handoff_can_use_guarded_response).toBe(true);
     expect(debug.mcp_discovery_answer_mode).toBe("confirmed_with_bounded_inference");
     expect(debug.mcp_discovery_business_fact_answer_allowed).toBe(true);
     expect(debug.mcp_discovery_user_facing_response_allowed).toBe(true);
@@ -100,15 +144,27 @@ describe("assistant MCP discovery debug attachment", () => {
     expect(debug.mcp_discovery_hot_runtime_wired).toBe(false);
     expect(debug.mcp_discovery_bridge_status).toBeNull();
     expect(debug.mcp_discovery_selected_chain_id).toBeNull();
+    expect(debug.mcp_discovery_evidence_plan_v1).toBeNull();
+    expect(debug.mcp_discovery_evidence_plan_status).toBeNull();
+    expect(debug.mcp_discovery_evidence_plan_answer_mode).toBeNull();
+    expect(debug.mcp_discovery_evidence_plan_expected_coverage).toBeNull();
+    expect(debug.mcp_discovery_evidence_plan_missing_axes).toEqual([]);
     expect(debug.mcp_discovery_catalog_chain_template_matches).toEqual([]);
     expect(debug.mcp_discovery_catalog_chain_alignment_status).toBeNull();
     expect(debug.mcp_discovery_catalog_chain_top_match).toBeNull();
     expect(debug.mcp_discovery_catalog_chain_selected_matches_top).toBe(false);
     expect(debug.mcp_discovery_route_candidate_v1).toBeNull();
     expect(debug.mcp_discovery_route_candidate_status).toBeNull();
+    expect(debug.mcp_discovery_route_candidate_evidence_plan_status).toBeNull();
+    expect(debug.mcp_discovery_route_candidate_evidence_answer_mode).toBeNull();
+    expect(debug.mcp_discovery_route_candidate_evidence_expected_coverage).toBeNull();
     expect(debug.mcp_discovery_route_candidate_missing_axes).toEqual([]);
     expect(debug.mcp_discovery_route_candidate_provided_axes).toEqual([]);
     expect(debug.mcp_discovery_route_candidate_executable_now).toBe(false);
+    expect(debug.mcp_discovery_execution_handoff_v1).toBeNull();
+    expect(debug.mcp_discovery_execution_handoff_status).toBeNull();
+    expect(debug.mcp_discovery_execution_handoff_allowed_hot_chain).toBe(false);
+    expect(debug.mcp_discovery_execution_handoff_can_use_guarded_response).toBe(false);
     expect(debug.mcp_discovery_answer_mode).toBeNull();
     expect(debug.mcp_discovery_business_fact_answer_allowed).toBe(false);
     expect(debug.mcp_discovery_user_facing_response_allowed).toBe(false);

llm_normalizer/backend/tests/assistantMcpDiscoveryPilotExecutor.test.ts

@@ -1750,6 +1750,51 @@ describe("assistant MCP discovery pilot executor", () => {
     expect(deps.executeAddressMcpQuery).toHaveBeenCalledTimes(2);
   });
 
+  it("prefers clean counterparty candidates for bidirectional net value-flow probes", async () => {
+    const planner = planAssistantMcpDiscovery({
+      turnMeaning: {
+        asked_domain_family: "counterparty_value",
+        asked_action_family: "net_value_flow",
+        explicit_entity_candidates: ["деньгам с группа свк", "Группа СВК"],
+        explicit_date_scope: "2020",
+        unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting"
+      }
+    });
+    const deps = buildSequentialDeps([
+      {
+        rows: [{ Period: "2020-06-30T00:00:00", Amount: 12093465, Counterparty: "Группа СВК" }]
+      },
+      {
+        rows: []
+      }
+    ]);
+
+    const result = await executeAssistantMcpDiscoveryPilot(planner, deps);
+
+    expect(result.derived_bidirectional_value_flow).toMatchObject({
+      counterparty: "Группа СВК",
+      period_scope: "2020",
+      net_amount: 12093465,
+      net_direction: "net_incoming",
+      incoming_customer_revenue: {
+        rows_matched: 1,
+        total_amount: 12093465
+      },
+      outgoing_supplier_payout: {
+        rows_matched: 0,
+        total_amount: 0
+      }
+    });
+    expect(result.reason_codes).toContain("pilot_derived_bidirectional_value_flow_from_confirmed_rows");
+    expect(deps.executeAddressMcpQuery).toHaveBeenCalledTimes(2);
+    const serializedCalls = deps.executeAddressMcpQuery.mock.calls
+      .map((call) => JSON.stringify(call[0]))
+      .join("\n");
+    expect(serializedCalls).toContain("%Группа%");
+    expect(serializedCalls).toContain("%СВК%");
+    expect(serializedCalls).not.toContain("деньгам с группа свк");
+  });
+
   it("preserves explicit date ranges when building bidirectional value-flow probes", async () => {
     const planner = planAssistantMcpDiscovery({
       turnMeaning: {

llm_normalizer/backend/tests/assistantMcpDiscoveryPlanner.test.ts

@@ -46,6 +46,35 @@ describe("assistant MCP discovery planner", () => {
     expect(result.required_axes).toEqual(["counterparty", "period", "aggregate_axis", "amount", "coverage_target"]);
     expect(result.catalog_review.review_status).toBe("catalog_compatible");
     expect(result.discovery_plan.answer_may_use_raw_model_claims).toBe(false);
+    expect(result.evidence_plan).toMatchObject({
+      schema_version: "assistant_evidence_planner_v1",
+      planner_status: "ready_for_execution",
+      selected_chain_id: "value_flow",
+      data_need: {
+        business_fact_family: "value_flow",
+        action_family: "turnover",
+        proof_expectation: "coverage_checked_fact"
+      },
+      coverage_gate: {
+        expected_coverage: "confirmed_coverage",
+        answer_permission_if_satisfied: "confirmed_business_answer",
+        answer_may_use_raw_model_claims: false
+      },
+      answer_contract: {
+        answer_mode: "confirmed_business_answer",
+        must_keep_internal_mechanics_hidden: true
+      }
+    });
+    expect(result.evidence_plan.evidence_axes.required_axes).toEqual([
+      "counterparty",
+      "period",
+      "aggregate_axis",
+      "amount",
+      "coverage_target"
+    ]);
+    expect(result.evidence_plan.evidence_axes.provided_axes).toEqual(["counterparty", "business_entity", "period"]);
+    expect(result.evidence_plan.evidence_axes.missing_axes).toEqual(["aggregate_axis", "amount", "coverage_target"]);
+    expect(result.evidence_plan.evidence_axes.user_actionable_missing_axes).toEqual([]);
     expect(result.data_need_graph?.business_fact_family).toBe("value_flow");
     expect(result.catalog_chain_template_matches[0]).toBe("value_flow");
     expect(result.catalog_chain_template_alignment).toMatchObject({
@@ -284,6 +313,17 @@ describe("assistant MCP discovery planner", () => {
       selected_chain_matches_top: true
     });
     expect(result.catalog_review.review_status).toBe("catalog_compatible");
+    expect(result.evidence_plan.coverage_gate.expected_coverage).toBe("bounded_inference");
+    expect(result.evidence_plan.answer_contract.answer_mode).toBe("bounded_business_inference");
+    expect(result.evidence_plan.answer_contract.required_user_layers).toEqual([
+      "business_conclusion",
+      "key_figures",
+      "evidence_boundary",
+      "next_step"
+    ]);
+    expect(result.evidence_plan.answer_contract.forbidden_overclaim_flags).toContain(
+      "no_unchecked_business_health_claim"
+    );
     expect(result.reason_codes).toContain("planner_selected_business_overview_from_data_need_graph");
     expect(result.reason_codes).toContain("planner_instantiated_catalog_chain_template_business_overview");
   });

llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts

@@ -29,6 +29,45 @@ function entryPoint(overrides: Record<string, unknown> = {}) {
   } as any;
 }
 
+function hotValueFlowEntryPoint(overrides: Record<string, unknown> = {}) {
+  const base = entryPoint({
+    hot_runtime_wired: true,
+    bridge: {
+      bridge_status: "answer_draft_ready",
+      hot_runtime_wired: true,
+      user_facing_response_allowed: true,
+      business_fact_answer_allowed: true,
+      requires_user_clarification: false,
+      execution_handoff: {
+        schema_version: "assistant_mcp_discovery_execution_handoff_v1",
+        policy_owner: "assistantMcpDiscoveryExecutionHandoff",
+        handoff_status: "ready_for_guarded_response",
+        selected_chain_id: "value_flow",
+        route_candidate_status: "ready_for_reviewed_execution",
+        evidence_answer_mode: "confirmed_business_answer",
+        evidence_expected_coverage: "confirmed_coverage",
+        pilot_status: "executed",
+        answer_mode: "confirmed_with_bounded_inference",
+        mcp_execution_performed: true,
+        allowed_hot_chain: true,
+        can_use_guarded_response: true,
+        must_keep_internal_mechanics_hidden: true,
+        reason_codes: ["execution_handoff_guarded_response_ready"]
+      },
+      answer_draft: {
+        answer_mode: "confirmed_with_bounded_inference",
+        headline: "Confirmed value flow.",
+        confirmed_lines: ["1C value-flow rows were found for counterparty SVK", "Confirmed scoped amount: 3 750 руб."],
+        inference_lines: ["Counterparty value-flow total was calculated from confirmed 1C movement rows"],
+        unknown_lines: [],
+        limitation_lines: [],
+        next_step_line: null
+      }
+    }
+  });
+  return { ...base, ...overrides } as any;
+}
+
 describe("assistant MCP discovery response candidate", () => {
   it("builds a Russian guarded candidate from a confirmed discovery draft", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(entryPoint());
@@ -44,6 +83,16 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("primitive");
   });
 
+  it("marks an allowlisted value-flow handoff as hot-wired for guarded runtime use", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(hotValueFlowEntryPoint());
+
+    expect(candidate.candidate_status).toBe("ready_for_guarded_use");
+    expect(candidate.hot_runtime_wired).toBe(true);
+    expect(candidate.eligible_for_future_hot_runtime).toBe(true);
+    expect(candidate.reason_codes).toContain("mcp_discovery_response_candidate_guarded_hot_wired");
+    expect(candidate.reply_text).toContain("3 750");
+  });
+
   it("keeps inventory reserve boundary answers direct instead of compacting into a money overview", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -213,6 +262,62 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("маржа к выручке 90.01");
   });
 
+  it("answers direct net-profit questions with the accounting result first instead of saying no", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message: "какая чистая прибыль по Альтернативе за 2020?",
+            effective_message: "Определить чистую прибыль компании Альтернатива за 2020 год",
+            asked_domain_family: "business_overview",
+            asked_action_family: "profit_margin_boundary",
+            unsupported_but_understood_family: "profit_margin_boundary",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: ["data_need_graph_family_business_overview"]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              accounting_financial_result: {
+                period_scope: "2020",
+                final_result_direction: "loss",
+                final_result_amount_human_ru: "7 136 815,85 руб.",
+                net_margin_to_revenue_pct: -59.41
+              }
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "Коротко: по бухгалтерскому маршруту 90/91/99 за 2020 подтвержден учетный убыток.",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    const firstLine = String(candidate.reply_text ?? "").split("\n")[0] ?? "";
+    expect(firstLine).toContain("за 2020 по закрытию счетов 90/91/99");
+    expect(firstLine).toContain("учетный убыток");
+    expect(firstLine).toContain("минус 7 136 815,85 руб.");
+    expect(firstLine).not.toContain("нет, денежное операционное нетто");
+    expect(candidate.reply_text).toContain("не денежный поток");
+  });
+
   it("keeps vendor-risk boundary answers direct instead of compacting into a money overview", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -446,11 +551,11 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).toContain("не полный бухгалтерский рейтинг доходности");
     expect(candidate.reply_text).toContain("не как чистую бухгалтерскую прибыль");
     expect(candidate.reply_text).toContain("Годовое операционное нетто в широком срезе не ранжирую");
-    expect(candidate.reply_text).toContain("проверка достигла лимита строк");
-    expect(candidate.reply_text).toContain("выбрать конкретный год или квартал для дозапроса");
-    expect(candidate.reply_text).toContain("без выдачи непроверенного итога");
+    expect(candidate.reply_text).toContain("лучше разбить проверку по годам или кварталам");
+    expect(candidate.reply_text).toContain("не считаю полным бухгалтерским оборотом");
     expect(candidate.reply_text).not.toContain("По расчетному операционному нетто лучший год");
     expect(candidate.reply_text).not.toContain("По годам:");
+    expect(candidate.reply_text).not.toContain("проверка достигла лимита строк");
     expect(candidate.reply_text).not.toContain("лимит выборки MCP");
     expect(candidate.reply_text).not.toContain("MCP-срез");
     expect(candidate.reply_text).not.toContain("Что подтверждено:");
@@ -529,6 +634,150 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("Складской срез");
   });
 
+  it("lets compact cashflow wording override profit-boundary and overview prose", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "\u0421\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0435\u043d\u0435\u0433 \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u0437\u0430 2020 \u0433\u043e\u0434? \u041e\u0442\u0432\u0435\u0442\u044c \u043a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438, \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438, \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e, \u044d\u0442\u043e \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0438\u043b\u0438 \u043d\u0435\u0442.",
+            asked_action_family: "profit_margin_boundary",
+            unsupported_but_understood_family: "profit_margin_boundary",
+            explicit_organization_scope:
+              "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "47 628 853,03 руб."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "43 763 351,53 руб."
+              },
+              net_amount_human_ru: "3 865 501,50 руб.",
+              net_direction: "net_incoming",
+              top_customers: [{ axis_value: "СБЕРБАНК", total_amount_human_ru: "12 792 194,31 руб." }],
+              top_suppliers: [],
+              accounting_financial_result: {
+                final_result_direction: "loss",
+                final_result_amount_human_ru: "7 136 815,85 руб.",
+                period_scope: "2020"
+              }
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "wide overview should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("47 628 853,03");
+    expect(candidate.reply_text).toContain("43 763 351,53");
+    expect(candidate.reply_text).toContain("3 865 501,50");
+    expect(candidate.reply_text).not.toContain("СБЕРБАНК");
+    expect(candidate.reply_text).not.toContain("7 136 815,85");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
+  it("uses compact cashflow output for one-line no-breakdown wording", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "47 628 853,03 \u0440\u0443\u0431."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "43 763 351,53 \u0440\u0443\u0431."
+              },
+              net_amount_human_ru: "3 865 501,50 \u0440\u0443\u0431.",
+              net_direction: "net_incoming",
+              top_customers: [
+                {
+                  axis_value: "\u0421\u0411\u0415\u0420\u0411\u0410\u041d\u041a, \u041f\u0410\u041e",
+                  total_amount_human_ru: "12 792 194,31 \u0440\u0443\u0431."
+                }
+              ],
+              top_suppliers: [
+                {
+                  axis_value: "\u0414\u0435\u043f\u0430\u0440\u0442\u0430\u043c\u0435\u043d\u0442",
+                  total_amount_human_ru: "9 612 904,90 \u0440\u0443\u0431."
+                }
+              ]
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "wide overview should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: "\u0427\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435"
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("\u0437\u0430 2020");
+    expect(candidate.reply_text).toContain("47 628 853,03");
+    expect(candidate.reply_text).toContain("43 763 351,53");
+    expect(candidate.reply_text).toContain("3 865 501,50");
+    expect(candidate.reply_text).not.toContain("\u0421\u0411\u0415\u0420\u0411\u0410\u041d\u041a");
+    expect(candidate.reply_text).not.toContain("\u0427\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
   it("labels organization-scoped bidirectional value-flow continuations as company scope", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -135,6 +135,42 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_not_discovery_ready_address_candidate");
   });
 
+  it("keeps inventory margin-ranking exact reply over stale value-flow discovery candidate", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply:
+        "За период 2017 рейтинг прибыльности номенклатуры построить нельзя: нет подтвержденной себестоимости реализации.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "partial_coverage",
+      addressRuntimeMeta: {
+        detected_intent: "inventory_margin_ranking_for_nomenclature",
+        selected_recipe: "address_inventory_margin_ranking_for_nomenclature_v1",
+        capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "turnover"
+            },
+            data_need_graph: {
+              business_fact_family: "value_flow",
+              clarification_gaps: []
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(false);
+    expect(result.decision).toBe("keep_current_reply");
+    expect(result.reply_text).toContain("рейтинг прибыльности номенклатуры");
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_candidate_applied");
+  });
+
   it("lets a grounded business overview candidate override a semantically wrong exact address recipe", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "Supplier and stock overlap was confirmed for 2020.",

llm_normalizer/backend/tests/assistantMcpDiscoveryRuntimeBridge.test.ts

@@ -71,6 +71,11 @@ describe("assistant MCP discovery runtime bridge", () => {
     expect(result.answer_draft.answer_mode).toBe("confirmed_with_bounded_inference");
     expect(result.business_fact_answer_allowed).toBe(true);
     expect(result.user_facing_response_allowed).toBe(true);
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "not_enabled_for_chain",
+      allowed_hot_chain: false,
+      can_use_guarded_response: false
+    });
     expect(result.reason_codes).toContain("runtime_bridge_not_wired_to_hot_assistant_answer");
   });
 
@@ -88,6 +93,10 @@ describe("assistant MCP discovery runtime bridge", () => {
     expect(result.requires_user_clarification).toBe(true);
     expect(result.pilot.mcp_execution_performed).toBe(false);
     expect(result.business_fact_answer_allowed).toBe(false);
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "awaiting_user_scope",
+      can_use_guarded_response: false
+    });
     expect(result.answer_draft.next_step_line).toContain("Уточните контрагента");
   });
 
@@ -163,6 +172,13 @@ describe("assistant MCP discovery runtime bridge", () => {
     });
     expect(result.loop_state.pending_axes).toContain("organization");
     expect(result.loop_state.provided_axes).toContain("aggregate_axis");
+    expect(result.planner.evidence_plan.evidence_axes.user_actionable_missing_axes).toEqual(["organization"]);
+    expect(result.planner.evidence_plan.evidence_axes.missing_axes).toEqual([
+      "organization",
+      "aggregate_axis",
+      "amount",
+      "coverage_target"
+    ]);
     expect(result.loop_state.catalog_chain_template_matches[0]).toBe("value_flow_ranking");
     expect(result.loop_state.catalog_chain_template_alignment.alignment_status).toBe("selected_matches_top");
     expect(result.loop_state.catalog_chain_template_alignment.selected_chain_matches_top).toBe(true);
@@ -174,10 +190,15 @@ describe("assistant MCP discovery runtime bridge", () => {
       catalog_alignment_status: "selected_matches_top",
       business_fact_family: "value_flow",
       action_family: "turnover",
+      evidence_plan_status: "needs_clarification",
+      evidence_answer_mode: "clarification_required",
+      evidence_expected_coverage: "confirmed_coverage",
       executable_now: false
     });
     expect(result.route_candidate.missing_axes).toContain("organization");
     expect(result.route_candidate.provided_axes).toContain("aggregate_axis");
+    expect(result.route_candidate.missing_axes).not.toContain("amount");
+    expect(result.route_candidate.missing_axes).not.toContain("coverage_target");
     expect(result.route_candidate.recommended_next_action).toBe(
       "Ask the user for the missing scope axes before MCP execution."
     );
@@ -230,6 +251,11 @@ describe("assistant MCP discovery runtime bridge", () => {
       executable_now: true,
       enablement_reason: null
     });
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "not_enabled_for_chain",
+      allowed_hot_chain: false,
+      can_use_guarded_response: false
+    });
     expect(result.answer_draft.confirmed_lines.join("\n")).toContain("СВК-А");
   });
 
@@ -1053,6 +1079,19 @@ describe("assistant MCP discovery runtime bridge", () => {
       period_scope: "2020",
       total_amount: 5000
     });
+    expect(result.execution_handoff).toMatchObject({
+      schema_version: "assistant_mcp_discovery_execution_handoff_v1",
+      handoff_status: "ready_for_guarded_response",
+      selected_chain_id: "value_flow",
+      route_candidate_status: "ready_for_reviewed_execution",
+      pilot_status: "executed",
+      mcp_execution_performed: true,
+      allowed_hot_chain: true,
+      can_use_guarded_response: true,
+      must_keep_internal_mechanics_hidden: true
+    });
+    expect(result.reason_codes).toContain("runtime_bridge_execution_handoff_ready_for_guarded_response");
+    expect(result.reason_codes).toContain("execution_handoff_guarded_response_ready");
     expect(result.answer_draft.confirmed_lines.join("\n")).toContain("5 000");
     expect(result.answer_draft.confirmed_lines.join("\n")).not.toContain("контрагенту");
   });

llm_normalizer/backend/tests/assistantMcpDiscoveryRuntimeEntryPoint.test.ts

@@ -126,7 +126,10 @@ describe("assistant MCP discovery runtime entry point", () => {
     expect(result.bridge?.bridge_status).toBe("answer_draft_ready");
     expect(result.bridge?.pilot.pilot_scope).toBe("counterparty_value_flow_query_movements_v1");
     expect(result.bridge?.pilot.derived_value_flow?.total_amount).toBe(3750);
-    expect(result.bridge?.hot_runtime_wired).toBe(false);
+    expect(result.bridge?.hot_runtime_wired).toBe(true);
+    expect(result.bridge?.execution_handoff.can_use_guarded_response).toBe(true);
+    expect(result.hot_runtime_wired).toBe(true);
+    expect(result.reason_codes).toContain("runtime_entry_point_wired_to_guarded_hot_assistant_answer");
     expect(result.reason_codes).toContain("mcp_discovery_unsupported_but_understood_turn");
   });
 

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts

@@ -1789,6 +1789,56 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_predecompose");
   });
 
+  it("grounds organization aliases from known organizations for clean-session earnings questions", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "скока денег альтернатива заработала за 20 год?",
+      effectiveMessage: "скока денег альтернатива заработала за 20 год?",
+      knownOrganizations: ["ООО Альтернатива Плюс", "ООО Лайсвуд", "РАЙМ"],
+      predecomposeContract: {
+        period: {
+          period_from: "2020-01-01",
+          period_to: "2020-12-31",
+          has_explicit_period: true
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.turn_meaning_ref?.explicit_organization_scope).toBe("ООО Альтернатива Плюс");
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBe("2020");
+    expect(result.reason_codes).toContain("mcp_discovery_organization_scope_from_known_organizations");
+    expect(result.data_need_graph?.clarification_gaps ?? []).not.toContain("organization");
+  });
+
+  it("treats a business-overview company alias misread as counterparty as organization scope", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "Сколько денег Альтернатива заработала за 2020 год?",
+      effectiveMessage: "Определить финансовый результат компании Альтернатива за 2020 год",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_summary",
+        asked_action_family: "broad_evaluation",
+        unsupported_but_understood_family: "broad_business_evaluation"
+      },
+      predecomposeContract: {
+        entities: { counterparty: "Альтернатива", organization: null },
+        period: {
+          period_from: "2020-01-01",
+          period_to: "2020-12-31",
+          has_explicit_period: true
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.turn_meaning_ref?.explicit_organization_scope).toBe("Альтернатива");
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.data_need_graph?.clarification_gaps ?? []).not.toContain("organization");
+    expect(result.reason_codes).toContain("mcp_discovery_counterparty_reinterpreted_as_organization_scope");
+  });
+
   it("keeps all-time business overview from reusing a negated VAT period as active scope", () => {
     const result = buildAssistantMcpDiscoveryTurnInput({
       userMessage:
@@ -2308,6 +2358,69 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.data_need_graph?.reason_codes).toContain("data_need_graph_business_overview_direct_money_answer");
   });
 
+  it("does not inherit ranking when a cashflow follow-up explicitly says no overview or tops", () => {
+    const orgName = "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u043d\u0435 \u043e\u0431\u0437\u043e\u0440, \u043f\u0440\u043e\u0441\u0442\u043e \u0434\u0435\u043d\u044c\u0433\u0438: \u043f\u0440\u0438\u0448\u043b\u043e, \u0443\u0448\u043b\u043e, \u043d\u0435\u0442\u0442\u043e \u0437\u0430 2020 \u0431\u0435\u0437 \u0442\u043e\u043f\u043e\u0432",
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName
+        },
+        previous_seeded_ranking_need: "top_desc"
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.ranking_need).toBeNull();
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBe("2020");
+    expect(result.data_need_graph?.reason_codes).toContain("data_need_graph_business_overview_direct_money_answer");
+  });
+
+  it("preserves previous overview period for compact cashflow display follow-ups", () => {
+    const orgName = "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_summary",
+        asked_action_family: "broad_evaluation",
+        unsupported_but_understood_family: "broad_business_evaluation",
+        stale_replay_forbidden: true,
+        reason_codes: ["compact_cashflow_display_current_turn_signal"]
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        },
+        previous_seeded_ranking_need: "top_desc"
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.ranking_need).toBeNull();
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+    expect(result.reason_codes).toContain("mcp_discovery_date_scope_from_followup_context");
+    expect(result.reason_codes).not.toContain("mcp_discovery_topic_switch_suppressed_followup_scope");
+    expect(result.data_need_graph?.reason_codes).toContain("data_need_graph_business_overview_direct_money_answer");
+    expect(result.data_need_graph?.reason_codes).not.toContain("data_need_graph_all_time_scope_hint");
+  });
+
   it("routes organization-level profit and margin wording to business overview instead of exact value recipes", () => {
     const orgName = "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
     const result = buildAssistantMcpDiscoveryTurnInput({
@@ -3342,6 +3455,107 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_followup_context");
   });
 
+  it("pivots a business-overview follow-up with explicit counterparty net-flow wording back to counterparty value flow", () => {
+    const orgName =
+      "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const counterpartyName = "\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0410 \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u043e \u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a \u0437\u0430 2020: \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0435\u043d\u0435\u0433 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u0438 \u043a\u0430\u043a\u043e\u0435 \u043d\u0435\u0442\u0442\u043e?",
+      assistantTurnMeaning: {
+        asked_domain_family: "unknown",
+        asked_action_family: "unknown"
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("counterparty value-flow evidence");
+    expect(result.data_need_graph?.business_fact_family).toBe("value_flow");
+    expect(result.data_need_graph?.subject_candidates).toEqual([counterpartyName]);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "counterparty_value",
+      asked_action_family: "net_value_flow",
+      explicit_entity_candidates: [counterpartyName],
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting",
+      stale_replay_forbidden: true
+    });
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_business_overview_followup_pivoted_to_counterparty_value_flow"
+    );
+    expect(result.reason_codes).toContain("mcp_discovery_business_overview_continuation_from_followup_context");
+    expect(result.reason_codes).toContain("mcp_discovery_counterparty_from_raw_scope");
+    expect(result.reason_codes).not.toContain("mcp_discovery_broad_business_evaluation_route_candidate");
+    expect(result.reason_codes).not.toContain("mcp_discovery_business_overview_suppressed_stale_counterparty");
+  });
+
+  it("survives poisoned business-overview turn meaning when predecompose still carries the counterparty", () => {
+    const orgName =
+      "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const counterpartyName = "\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0410 \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u043e \u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a \u0437\u0430 2020: \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0435\u043d\u0435\u0433 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u0438 \u043a\u0430\u043a\u043e\u0435 \u043d\u0435\u0442\u0442\u043e?",
+      effectiveMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u0441\u0443\u043c\u043c\u0443 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434\u0441\u0442\u0432, \u0441\u0443\u043c\u043c\u0443 \u0432\u044b\u043f\u043b\u0430\u0447\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u0438 \u0447\u0438\u0441\u0442\u0443\u044e \u043f\u0440\u0438\u0431\u044b\u043b\u044c (\u043d\u0435\u0442\u0442\u043e) \u0434\u043b\u044f \u0433\u0440\u0443\u043f\u043f\u044b \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u0421\u0412\u041a \u0437\u0430 2020 \u0433\u043e\u0434.",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "profit_margin_boundary",
+        explicit_date_scope: "2020",
+        unsupported_but_understood_family: "profit_margin_boundary",
+        stale_replay_forbidden: true
+      },
+      predecomposeContract: {
+        entities: {
+          counterparty: counterpartyName
+        },
+        period: {
+          scope: "range",
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("counterparty value-flow evidence");
+    expect(result.data_need_graph?.business_fact_family).toBe("value_flow");
+    expect(result.data_need_graph?.subject_candidates).toEqual([counterpartyName]);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "counterparty_value",
+      asked_action_family: "net_value_flow",
+      explicit_entity_candidates: [counterpartyName],
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting",
+      stale_replay_forbidden: true
+    });
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_business_overview_followup_pivoted_to_counterparty_value_flow"
+    );
+    expect(result.reason_codes).toContain("mcp_discovery_counterparty_from_predecompose");
+    expect(result.reason_codes).not.toContain("mcp_discovery_broad_business_evaluation_route_candidate");
+  });
+
   it("lets an explicit VAT follow-up stay on the exact VAT route instead of stale business overview", () => {
     const orgName =
       "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";

llm_normalizer/backend/tests/assistantRoutePolicy.test.ts

@@ -183,6 +183,75 @@ describe("assistantRoutePolicy", () => {
     expect(decision.livingMode).toBe("address_data");
   });
 
+  it("keeps margin-ranking found-rows follow-up in address lane", () => {
+    const policy = buildPolicy();
+
+    const decision = policy.resolveAssistantOrchestrationDecision({
+      rawUserMessage: "покажи найденные строки себестоимостной базы",
+      effectiveAddressUserMessage: "покажи найденные строки себестоимостной базы",
+      followupContext: {
+        previous_intent: "inventory_margin_ranking_for_nomenclature",
+        root_intent: "inventory_margin_ranking_for_nomenclature",
+        previous_filters: {
+          organization: "ООО Альтернатива Плюс",
+          period_from: "2020-05-01",
+          period_to: "2020-05-31"
+        }
+      },
+      llmPreDecomposeMeta: {
+        applied: false,
+        predecomposeContract: {
+          mode: "unsupported",
+          mode_confidence: "low",
+          intent: "unknown",
+          intent_confidence: "low"
+        }
+      },
+      useMock: false
+    });
+
+    expect(decision.runAddressLane).toBe(true);
+    expect(decision.toolGateDecision).toBe("run_address_lane");
+    expect(decision.toolGateReason).toBe("followup_context_detected");
+    expect(decision.livingMode).toBe("address_data");
+    expect(decision.orchestrationContract?.hard_meta_mode).toBe(null);
+    expect(decision.orchestrationContract?.final_decision?.tool_gate_reason).toBe("followup_context_detected");
+  });
+
+  it("keeps margin-ranking period expansion follow-up in address lane", () => {
+    const policy = buildPolicy();
+
+    const decision = policy.resolveAssistantOrchestrationDecision({
+      rawUserMessage: "расширь до 2017 года",
+      effectiveAddressUserMessage: "расширь до 2017 года",
+      followupContext: {
+        previous_intent: "inventory_margin_ranking_for_nomenclature",
+        root_intent: "inventory_margin_ranking_for_nomenclature",
+        previous_filters: {
+          organization: "ООО Альтернатива Плюс",
+          period_from: "2020-05-01",
+          period_to: "2020-05-31"
+        }
+      },
+      llmPreDecomposeMeta: {
+        applied: false,
+        predecomposeContract: {
+          mode: "unsupported",
+          mode_confidence: "low",
+          intent: "unknown",
+          intent_confidence: "low"
+        }
+      },
+      useMock: false
+    });
+
+    expect(decision.runAddressLane).toBe(true);
+    expect(decision.toolGateDecision).toBe("run_address_lane");
+    expect(decision.toolGateReason).toBe("followup_context_detected");
+    expect(decision.livingMode).toBe("address_data");
+    expect(decision.orchestrationContract?.hard_meta_mode).toBe(null);
+  });
+
   it("does not let deep session continuation override an exact VAT period route", () => {
     const policy = buildPolicy({
       detectAddressQuestionMode: () => ({ mode: "address_query", confidence: "high" }),

llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts

@@ -57,6 +57,34 @@ describe("assistantTurnMeaningPolicy", () => {
     ]);
   });
 
+  it("keeps counterparty net-flow wording in counterparty semantics even if effective text mentions profit", () => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "unknown", confidence: "low" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        "\u0410 \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u043e \u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a \u0437\u0430 2020: \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0435\u043d\u0435\u0433 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u0438 \u043a\u0430\u043a\u043e\u0435 \u043d\u0435\u0442\u0442\u043e?",
+      effectiveAddressUserMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u0441\u0443\u043c\u043c\u0443 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434\u0441\u0442\u0432, \u0441\u0443\u043c\u043c\u0443 \u0432\u044b\u043f\u043b\u0430\u0447\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u0438 \u0447\u0438\u0441\u0442\u0443\u044e \u043f\u0440\u0438\u0431\u044b\u043b\u044c (\u043d\u0435\u0442\u0442\u043e) \u0434\u043b\u044f \u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a \u0437\u0430 2020 \u0433\u043e\u0434."
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("counterparty_value");
+    expect(meaning.asked_action_family).toBe("net_value_flow");
+    expect(meaning.unsupported_but_understood_family).toBe("counterparty_bidirectional_value_flow_or_netting");
+    expect(meaning.explicit_entity_candidates).toEqual([
+      {
+        type: "counterparty",
+        value: "\u0433\u0440\u0443\u043f\u043f\u0430 \u0441\u0432\u043a",
+        source: "current_turn_loose_entity_tail"
+      }
+    ]);
+    expect(meaning.reason_codes).toContain("counterparty_bidirectional_value_flow_current_turn_signal");
+    expect(meaning.reason_codes).not.toContain("broad_business_evaluation_current_turn_signal");
+    expect(meaning.stale_replay_forbidden).toBe(true);
+  });
+
   it("ignores temporal tail words in all-time revenue ranking questions", () => {
     const policy = buildPolicy({
       resolveAddressIntent: (text: string) =>
@@ -165,6 +193,55 @@ describe("assistantTurnMeaningPolicy", () => {
     expect(meaning.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
   });
 
+  it("treats no-tops compact money wording as display modifier, not counterparty exclusion", () => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        "\u0430 \u0435\u0441\u043b\u0438 \u043a\u043e\u0440\u043e\u0442\u043a\u043e, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0434\u0435\u043d\u044c\u0433\u0430\u043c\u0438 \u0431\u0435\u0437 \u0442\u043e\u043f\u043e\u0432?",
+      effectiveAddressUserMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u0438\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0441 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0438\u043b\u0438 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u043e\u0432."
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.explicit_entity_candidates).toEqual([]);
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+    expect(meaning.stale_replay_forbidden).toBe(true);
+    expect(meaning.reason_codes).toContain("compact_cashflow_display_current_turn_signal");
+    expect(meaning.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
+    expect(meaning.reason_codes).not.toContain("counterparty_turnover_current_turn_signal");
+  });
+
+  it.each([
+    "\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0434\u0435\u043d\u044c\u0433\u0430\u043c\u0438 \u0431\u0435\u0437 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u043e\u0432?",
+    "\u0442\u043e\u043b\u044c\u043a\u043e \u0438\u0442\u043e\u0433: \u043f\u0440\u0438\u0448\u043b\u043e, \u0443\u0448\u043b\u043e, \u043d\u0435\u0442\u0442\u043e",
+    "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+    "\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u0438 \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u0431\u0435\u0437 \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438"
+  ])("treats compact cashflow wording '%s' as business-summary display request", (rawUserMessage) => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage,
+      effectiveAddressUserMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u043e\u0431\u043e\u0440\u043e\u0442 \u0438 \u0432\u044b\u0440\u0443\u0447\u043a\u0443 \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0440\u0435\u0437\u0430 \u043f\u043e \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430\u043c."
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.explicit_entity_candidates).toEqual([]);
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+    expect(meaning.stale_replay_forbidden).toBe(true);
+    expect(meaning.reason_codes).toContain("compact_cashflow_display_current_turn_signal");
+    expect(meaning.reason_codes).not.toContain("counterparty_turnover_current_turn_signal");
+  });
+
   it("treats organization-level earnings and best-year wording as business overview", () => {
     const policy = buildPolicy({
       resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })

llm_normalizer/backend/tests/counterpartyAnalyticsReplyBuilders.test.ts

@@ -109,7 +109,8 @@ describe("counterparty analytics reply builders", () => {
     expect(reply.responseType).toBe("FACTUAL_SUMMARY");
     expect(reply.text).toContain("Оборот по СВК за доступное время: 3.500,00");
     expect(reply.text).toContain("по 2 подтвержденным входящим операциям");
-    expect(reply.text).toContain("Это денежный поток от клиента, а не чистая прибыль");
+    expect(reply.text).toContain("Граница ответа: это подтвержденный денежный поток по поступлениям, а не чистая прибыль.");
+    expect(reply.text).toContain("Следующий шаг: могу разложить поток по месяцам, документам или контрагентам.");
     expect(reply.text).not.toContain("Самый доходный клиент");
     expect(reply.text).not.toContain("Топ-");
   });

llm_normalizer/backend/tests/routeHintAdapter.test.ts

@@ -225,4 +225,63 @@ describe("routeHintAdapter", () => {
     }
     expect(summary.decisions[0]?.route).toBe("store_canonical");
   });
+
+  it("routes counterparty received-paid-net wording to hybrid instead of canonical fact lookup", () => {
+    const summary = toRouteHintSummary({
+      schema_version: "normalized_query_v2_0_2",
+      user_message_raw: "А теперь по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?",
+      message_in_scope: true,
+      scope_confidence: "high",
+      contains_multiple_tasks: false,
+      fragments: [
+        {
+          fragment_id: "F1",
+          raw_fragment_text: "А теперь по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?",
+          normalized_fragment_text:
+            "Определить сумму полученных средств, сумму выплаченных средств и чистый остаток (нетто) для контрагента Группа СВК за период 2020 года.",
+          domain_relevance: "in_scope",
+          business_scope: "company_specific_accounting",
+          entity_hints: ["Группа СВК"],
+          account_hints: [],
+          document_hints: [],
+          register_hints: [],
+          time_scope: {
+            type: "explicit",
+            value: "2020",
+            confidence: "high"
+          },
+          flags: {
+            has_multi_entity_scope: false,
+            asks_for_chain_explanation: false,
+            asks_for_ranking_or_top: false,
+            asks_for_period_summary: false,
+            asks_for_rule_check: false,
+            asks_for_anomaly_scan: false,
+            asks_for_exact_object_trace: false,
+            asks_for_evidence: false,
+            mentions_period_close_context: false
+          },
+          candidate_labels: ["simple_factual"],
+          confidence: "high",
+          execution_readiness: "executable",
+          clarification_reason: null,
+          soft_assumption_used: [],
+          route_status: "routed",
+          no_route_reason: null
+        }
+      ],
+      discarded_fragments: [],
+      global_notes: {
+        needs_clarification: false,
+        clarification_reason: null
+      }
+    });
+
+    expect(summary.mode).toBe("deterministic_v2");
+    if (summary.mode !== "deterministic_v2") {
+      throw new Error("Expected deterministic_v2 summary");
+    }
+    expect(summary.decisions[0]?.route).toBe("hybrid_store_plus_live");
+    expect(summary.decisions[0]?.reason).toContain("bidirectional_value_flow");
+  });
 });