Закрыть phase96 reviewed-route складских резервов и ликвидности

2026-05-13 00:11:01 +03:00 · 2026-05-13 00:11:01 +03:00 · 5220cb2e0e
parent b99a3be083
commit 5220cb2e0e
24 changed files with 1189 additions and 139 deletions
--- a/current_status_canon_2026-05-01.md
+++ b/current_status_canon_2026-05-01.md
@ -84,10 +84,11 @@ Fresh validation cut:
 - Completed autonomy slice inside that loop: `Accounting Profit-Margin Reviewed Route`: `accounting_profit_margin` is now promoted from `needs_route_enablement` into a reviewed 90/91/99 accounting-result route with accepted live replay.
 - Completed autonomy slice inside that loop: `Debt Due-Date Aging Reviewed Route`: `debt_due_date_aging_quality` is now promoted from proxy-only route-candidate gap into a reviewed payment-term/open-balance route with accepted live replay.
 - Completed autonomy slice inside that loop: `Vendor/Procurement Quality Reviewed Route`: `vendor_risk_procurement_quality` now promotes to reviewed procurement-concentration evidence when confirmed outgoing payment, bank-like recipient segregation, non-financial recipient, counterparty-role, and contract-usage signals are reachable; phase95 live replay is accepted.
- Current live canary: `phase95_vendor_procurement_quality_reviewed_route_live2` accepted `7/7`.
+- Completed autonomy slice inside that loop: `Inventory Reserve/Liquidation Quality Reviewed Route`: `inventory_reserve_liquidation_quality` now promotes to reviewed inventory quality-event evidence from posted write-off, receipt-adjustment, stocktaking, and revaluation documents; phase96 live replay is accepted.
- Current accepted autorun: `AGENT | Phase 95 vendor/procurement quality reviewed route` (`gen-ag05121357-9ea5d6`).
+- Current live canary: `phase96_inventory_reserve_liquidation_quality_rerun` accepted `2/2`.
 - Current accepted autorun: `AGENT | Phase 96 inventory reserve/liquidation quality-events` (`gen-ag05122057-c9786e`).
 - Implementation breadth: `~99% (Open-World Bounded Autonomy Breadth through Slice 25)`.
- Next active slice: select the remaining phase92 proof family `inventory_reserve_liquidation_quality`.
+- Next active slice: start the broader open-world schema/primitive discovery module and use phase91-phase96 as regression canaries.
 - Active module progress: `~99% (Agentic Semantic Development Loop, accepted dogfood loop + autorun hygiene; manual GUI confirmation still required)`.
 ## Reporting Rule
@ -99,7 +100,7 @@ Use these labels when reporting progress:
 - `Прогресс модуля: 99% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)` while discussing current module closure after the EHMO-derived critical subset accepted live again with W5/W7 hardening.
 - `Прогресс модуля: 99% (Agentic Semantic Development Loop, accepted dogfood loop + autorun hygiene; manual GUI confirmation still required)` when discussing the current development-loop operating layer.
 - `Прогресс модуля: 100% (Open-World Route Candidate Promotion, declared phase90 slice accepted)` when discussing the route-candidate handoff slice itself.
- `Прогресс модуля: 92% (Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted)` when discussing the current candidate-driven enablement loop.
+- `Прогресс модуля: 100% (Route-Candidate-Driven Enablement Loop, final reviewed proof-family route accepted; use as regression gate)` when discussing the current candidate-driven enablement loop.
 - `Open-World Business Overview implementation breadth: ~99%, Semantic Control Gate critical subset accepted, fat GUI pack still pending` when discussing only the already wired Slice 25 breadth.
 - `Прогресс модуля: X% (Open-World Bounded Autonomy Breadth, active slice: <name>)` for later breadth work after the Semantic Control Gate is accepted.
@ -135,7 +136,7 @@ Remaining work belongs to the next breadth module:
 - confirm the latest autorun Cyrillic hygiene cut in the GUI after backend refresh and inspect frontend/API payloads if old replacement characters remain visible;
 - continue dogfooding the `Agentic Semantic Development Loop` on real stage packs, especially generated-question quality, semantic business audit, repair handoff, and rerun acceptance;
 - finish closure of the `Open-World Semantic Control Gate` opened by `assistant-stage1-EHMOy3lNFt`; the EHMO-derived critical subset is accepted live after W5/W7 hardening, but the fat GUI pack and residual answer-shape roughness still need final review;
- extend `business_overview` beyond money-flow/activity, customer and supplier concentration, document/account-section activity mix, counterparty role split, contract usage, yearly operating-flow dynamics, explicit profit/margin wording boundaries, explicit debt due-date wording boundaries, explicit inventory reserve/liquidation wording boundaries, explicit supplier/procurement-quality wording boundaries, explicit-period VAT/tax, as-of-date debt position, open-settlement concentration, contract-date debt age, debt staleness-risk proxy, as-of-date inventory position, trading-margin proxy, sales-to-stock inventory proxy, warehouse staleness-risk proxy, the missing-proof ledger, the reviewed accounting profit/margin route, the reviewed debt due-date aging route, and the reviewed vendor/procurement concentration route into confirmed reserve/write-off/liquidation inventory evidence families;
+- extend open-world coverage beyond the reviewed `business_overview` families already wired for money-flow/activity, customer and supplier concentration, document/account-section activity mix, counterparty role split, contract usage, yearly operating-flow dynamics, explicit profit/margin, debt due-date aging, inventory reserve/liquidation quality events, supplier/procurement quality, explicit-period VAT/tax, as-of-date debt and inventory position, open-settlement concentration, contract-date debt age, staleness proxies, trading-margin proxy, sales-to-stock inventory proxy, the missing-proof ledger, and the phase93-phase96 reviewed routes;
 - broader dynamic schema traversal for unfamiliar 1C asks;
 - more primitive descriptors where live evidence proves a real gap;
 - more replay-backed domain packs that start from user business meaning, not from route convenience;
@ -156,17 +157,19 @@ For current planning, read:
 1. `README.md`
 2. this document
-3. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
+3. `31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md`
-4. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
+4. `30 - vendor_procurement_quality_reviewed_route_2026-05-12.md`
-5. `27 - proof_family_enablement_candidates_2026-05-10.md`
+5. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
-6. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
+6. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
-7. `25 - open_world_route_candidate_promotion_2026-05-10.md`
+7. `27 - proof_family_enablement_candidates_2026-05-10.md`
-8. `24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md`
+8. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
-9. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
+9. `25 - open_world_route_candidate_promotion_2026-05-10.md`
-10. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
+10. `24 - agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md`
-11. `20 - planner_autonomy_consolidation_2026-05-01.md`
+11. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
-12. `19 - inventory_stock_open_world_breadth_proof_2026-05-01.md`
+12. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
-13. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
+13. `20 - planner_autonomy_consolidation_2026-05-01.md`
-14. `16 - data_need_graph_and_open_world_mcp_plan_2026-04-22.md`
+14. `19 - inventory_stock_open_world_breadth_proof_2026-05-01.md`
 15. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
 16. `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.
--- a/agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md
+++ b/agentic_semantic_development_loop_and_autorun_hygiene_2026-05-10.md
@ -97,7 +97,7 @@ Status:
 - implementation state: operational dogfood loop exists and has an accepted first loop artifact;
 - semantic status: accepted loop artifact is useful, but manual GUI confirmation remains required;
 - hygiene status: saved autorun/runtime Cyrillic repair is covered by code/tests and the GUI-side check is reported clean;
- current autonomy status: `Open-World Route Candidate Promotion` is live-accepted at `5/5`; `Route-Candidate-Driven Enablement Loop` has accepted phase91/phase92 canaries; `accounting_profit_margin` is promoted into a reviewed 90/91/99 route by phase93; `debt_due_date_aging_quality` is promoted into a reviewed payment-term/open-balance route by phase94; both reviewed proof-family routes are saved as accepted AGENT autoruns;
+- current autonomy status: `Open-World Route Candidate Promotion` is live-accepted at `5/5`; `Route-Candidate-Driven Enablement Loop` has accepted phase91/phase92 canaries; `accounting_profit_margin` is promoted into a reviewed 90/91/99 route by phase93; `debt_due_date_aging_quality` is promoted into a reviewed payment-term/open-balance route by phase94; `vendor_risk_procurement_quality` is promoted into reviewed procurement-concentration evidence by phase95; `inventory_reserve_liquidation_quality` is promoted into reviewed inventory quality-event evidence by phase96; all four reviewed proof-family routes are saved as accepted AGENT autoruns;
 - risk: medium, because the loop is now infrastructure for future acceptance decisions, not just a local route fix.
 Recommended reporting line:
@ -113,16 +113,16 @@ Still open:
 - the first accepted dogfood loop proves the mechanism, not all future stage packs;
 - generated question quality still needs pressure from real GUI runs and user feedback;
 - broad arbitrary 1C autonomy is still bounded by reviewed routes, truth gates, and replay evidence;
- route-candidate-driven enablement still needs more proof-family promotions after the accepted `accounting_profit_margin` and `debt_due_date_aging_quality` routes;
+- route-candidate-driven enablement is now closed after the accepted phase93-phase96 proof-family routes, and should be treated as a regression gate rather than as an open promotion backlog;
 - manual GUI confirmation remains required before declaring a fat AGENT pack fully accepted.
 ## Next Work
 Next operational pass:
-1. Use phase94 as the current candidate-driven enablement canary.
+1. Use phase91-phase96 as current candidate-driven enablement canaries.
 2. Continue dogfooding the stage-loop on real Open-World/agentic packs.
-3. Pick the next proof family, likely vendor/procurement quality or inventory reserve/liquidation, and require the same live replay/save-after-acceptance discipline.
+3. Move the active autonomy work to broader schema/primitive discovery and keep the same live replay/save-after-acceptance discipline.
 4. Keep Post-F, phase83, inventory, business-overview, and mojibake autorun cases as regression canaries.
 ## Canonical Reading Order Update
@ -131,13 +131,15 @@ For current planning, read:
 1. `README.md`
 2. `21 - current_status_canon_2026-05-01.md`
-3. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
+3. `31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md`
-4. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
+4. `30 - vendor_procurement_quality_reviewed_route_2026-05-12.md`
-5. `27 - proof_family_enablement_candidates_2026-05-10.md`
+5. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
-6. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
+6. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
-7. `25 - open_world_route_candidate_promotion_2026-05-10.md`
+7. `27 - proof_family_enablement_candidates_2026-05-10.md`
-8. this document
+8. `26 - route_candidate_driven_enablement_loop_2026-05-10.md`
-9. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
+9. `25 - open_world_route_candidate_promotion_2026-05-10.md`
-10. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
+10. this document
-11. `20 - planner_autonomy_consolidation_2026-05-01.md`
+11. `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`
-12. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
+12. `22 - open_world_bounded_autonomy_breadth_2026-05-01.md`
 13. `20 - planner_autonomy_consolidation_2026-05-01.md`
 14. `17 - post_f_semantic_integrity_hardening_2026-04-23.md`
--- a/route_candidate_driven_enablement_loop_2026-05-10.md
+++ b/route_candidate_driven_enablement_loop_2026-05-10.md
@ -52,6 +52,8 @@ Live semantic replay:
 - accepted user-runnable autorun for that route replay: `AGENT | Phase 94 debt due-date aging reviewed route` (`gen-ag05101319-c04f79`).
 - third proof-family route replay: `artifacts/domain_runs/phase95_vendor_procurement_quality_reviewed_route_live2`, `7/7` passed, `0` warnings, `0` failures.
 - accepted user-runnable autorun for that route replay: `AGENT | Phase 95 vendor/procurement quality reviewed route` (`gen-ag05121357-9ea5d6`).
 - final proof-family route replay: `artifacts/domain_runs/phase96_inventory_reserve_liquidation_quality_rerun`, `2/2` passed, `0` warnings, `0` failures.
 - accepted user-runnable autorun for that route replay: `AGENT | Phase 96 inventory reserve/liquidation quality-events` (`gen-ag05122057-c9786e`).
 The replay proves the user-facing route-candidate canary remains healthy while the development tooling starts treating route candidates as repair-loop input:
@ -64,25 +66,25 @@ The replay proves the user-facing route-candidate canary remains healthy while t
 - exact accounting profit/margin wording now has the first reviewed route implementation and can move to `ready_for_reviewed_execution` through confirmed 90/91/99 accounting rows.
 - exact due-date debt aging wording now has the second reviewed route implementation and can move to `ready_for_reviewed_execution` through confirmed open-balance/payment-term evidence, while absent payment terms produce an honest checked-negative boundary answer.
 - exact vendor-risk/procurement wording now has a live-accepted reviewed procurement-concentration route that can move to `ready_for_reviewed_execution` when confirmed outgoing payment, bank-like recipient segregation, non-financial recipient, counterparty-role, and contract-usage evidence are reachable. It still does not prove supplier reliability, delivery quality, payment purpose, contract-term compliance, or full expense structure.
 - exact reserve/write-off/liquidation wording now has a live-accepted reviewed inventory quality-events route that can move to `ready_for_reviewed_execution` when posted write-off, receipt-adjustment, stocktaking, or revaluation documents are reachable. It still does not prove market liquidation value, management reserve policy, or full warehouse health.
 ## Status
 Current module wording:
-`Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted`
+`Route-Candidate-Driven Enablement Loop, active slice: final reviewed proof-family route accepted`
-Progress: `92%`.
+Progress: `100%`.
-The first cut proved the handoff mechanics and live canary. The second cut proved real proof-family candidates and a saved accepted AGENT pack. The third cut proved the intended promotion loop on `accounting_profit_margin`. The fourth cut proved the same loop on `debt_due_date_aging_quality`, including short boundary follow-up continuity and saved accepted autorun hygiene. The fifth cut proves `vendor_risk_procurement_quality` as reviewed procurement-concentration evidence with accepted phase95 replay. The module is still not complete because the inventory reserve/liquidation proof family remains open.
+The first cut proved the handoff mechanics and live canary. The second cut proved real proof-family candidates and a saved accepted AGENT pack. The third cut proved the intended promotion loop on `accounting_profit_margin`. The fourth cut proved the same loop on `debt_due_date_aging_quality`, including short boundary follow-up continuity and saved accepted autorun hygiene. The fifth cut proved `vendor_risk_procurement_quality` as reviewed procurement-concentration evidence with accepted phase95 replay. The final cut proved `inventory_reserve_liquidation_quality` as reviewed inventory quality-event evidence with accepted phase96 replay. The declared route-candidate-driven enablement loop is now closed; future arbitrary 1C breadth work should treat these routes as regression gates, not as open blockers.
 ## Next Work
 Next slices:
-1. Pick the final phase92 proof family: `inventory_reserve_liquidation_quality`.
+1. Treat this module as closed and keep phase91/92/93/94/95/96 as regression canaries.
-2. Implement or explicitly bound that final family only if reliable 1C evidence is reachable.
+2. Start the next broader open-world autonomy slice: schema/primitive discovery beyond the selected phase92 proof families.
-3. Rerun phase95 as a canary plus the focused inventory route-specific pack.
+3. Keep save-after-acceptance discipline for any new AGENT packs.
 4. Save the accepted pack into autoruns only after live replay and semantic review pass.
 See also:
@ -90,3 +92,4 @@ See also:
 - [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md)
 - [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md)
 - [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md)
 - [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md)
--- a/proof_family_enablement_candidates_2026-05-10.md
+++ b/proof_family_enablement_candidates_2026-05-10.md
@ -101,23 +101,23 @@ This means `vendor_risk_procurement_quality` is no longer only a missing-proof c
 Current module wording:
-`Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted`
+`Route-Candidate-Driven Enablement Loop, final reviewed proof-family route accepted; use as regression gate`
-Progress: `92%`.
+Progress: `100%`.
-This cut proved the missing-proof candidate surface and accepted user-runnable AGENT canary. Phase93 then implemented the first exact reviewed route for the accounting profit/margin family. Phase94 implemented the second reviewed route for due-date debt aging and verified short boundary follow-up continuity. Phase95 now promotes vendor/procurement quality through reviewed procurement-concentration evidence and accepted live replay. The remaining closure work is inventory reserve/liquidation enablement or an explicit bounded non-implementation decision.
+This cut proved the missing-proof candidate surface and accepted user-runnable AGENT canary. Phase93 then implemented the first exact reviewed route for the accounting profit/margin family. Phase94 implemented the second reviewed route for due-date debt aging and verified short boundary follow-up continuity. Phase95 promoted vendor/procurement quality through reviewed procurement-concentration evidence. Phase96 promoted inventory reserve/liquidation quality through reviewed inventory quality-event documents. The declared route-candidate-driven enablement loop is now closed and should be used as a regression gate for broader autonomy work.
 ## Next Work
 Next slices:
-1. Wire or explicitly bound the final remaining family: `inventory_reserve_liquidation_quality`.
+1. Use phase91-phase96 as regression canaries.
-2. Keep proxy-only inventory reserve/liquidation wording bounded until reviewed evidence exists.
+2. Start the next broader open-world schema/primitive discovery module.
-3. Rerun phase95 as a canary plus the focused inventory route-specific pack.
+3. Keep saving AGENT autoruns only after live replay and semantic review pass.
 4. Save the next AGENT autorun only after live replay and semantic review pass.
 See also:
 - [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md)
 - [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md)
 - [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md)
 - [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md)
--- a/accounting_profit_margin_reviewed_route_2026-05-10.md
+++ b/accounting_profit_margin_reviewed_route_2026-05-10.md
@ -81,16 +81,16 @@ This keeps the phase93 accounting route as a canary while proving the candidate-
 Current module wording:
-`Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted`
+`Route-Candidate-Driven Enablement Loop, final reviewed proof-family route accepted; use as regression gate`
-Progress: `92%`.
+Progress: `100%`.
-This was the first proof that the loop can turn a route candidate into an executable reviewed route. Phase94 repeated the pattern for due-date debt aging, and phase95 accepted vendor/procurement quality through reviewed procurement-concentration evidence. The module is not yet complete because inventory reserve/liquidation still needs the same treatment or an explicit bounded non-implementation decision.
+This was the first proof that the loop can turn a route candidate into an executable reviewed route. Phase94 repeated the pattern for due-date debt aging, phase95 accepted vendor/procurement quality through reviewed procurement-concentration evidence, and phase96 accepted inventory reserve/liquidation quality through reviewed inventory quality-event documents. The declared loop is now closed and this route remains a regression canary.
 ## Next Work
 Next slices:
-1. Select the remaining proof family: `inventory_reserve_liquidation_quality`.
+1. Use this route as a regression canary during broader autonomy work.
-2. Wire only the smallest reliable reviewed route, not a broad heuristic.
+2. Continue the next module through open-world schema/primitive discovery rather than more phase92 proof-family closure.
-3. Keep proxy-only reserve/liquidation wording bounded until the route is accepted.
+3. Keep proof-specific wording bounded unless a reviewed route has live evidence.
--- a/debt_due_date_aging_reviewed_route_2026-05-10.md
+++ b/debt_due_date_aging_reviewed_route_2026-05-10.md
@ -77,17 +77,16 @@ The accepted replay proves:
 Current module wording:
-`Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted`
+`Route-Candidate-Driven Enablement Loop, final reviewed proof-family route accepted; use as regression gate`
-Progress: `92%`.
+Progress: `100%`.
-This is the second live-accepted proof that the loop can turn a route candidate into an executable reviewed route. Phase95 now accepts `vendor_risk_procurement_quality` through reviewed procurement-concentration evidence. The module is not yet complete because inventory reserve/liquidation still needs either reviewed exact route enablement or an explicit bounded non-implementation decision.
+This is the second live-accepted proof that the loop can turn a route candidate into an executable reviewed route. Phase95 accepted `vendor_risk_procurement_quality` through reviewed procurement-concentration evidence, and phase96 accepted `inventory_reserve_liquidation_quality` through reviewed inventory quality-event documents. The declared loop is now closed and this route remains a regression canary.
 ## Next Work
 Next slices:
-1. Identify whether reliable 1C evidence exists for `inventory_reserve_liquidation_quality`.
+1. Use phase94, phase95, and phase96 as canaries for due-date, vendor, and inventory-quality continuity.
-2. Wire the smallest reviewed route only if it can prove the inventory business claim without overreach.
+2. Move the active plan to broader open-world schema/primitive discovery.
-3. Keep proxy-only evidence bounded if exact proof is not reachable.
+3. Keep proxy-only evidence bounded when a reviewed route is not available.
 4. Rerun phase95 as a canary plus the focused inventory route-specific pack.
--- a/vendor_procurement_quality_reviewed_route_2026-05-12.md
+++ b/vendor_procurement_quality_reviewed_route_2026-05-12.md
@ -62,29 +62,29 @@ Semantic/live replay:
 Current module wording:
-`Route-Candidate-Driven Enablement Loop, active slice: third reviewed proof-family route accepted`
+`Route-Candidate-Driven Enablement Loop, superseded by phase96 final reviewed proof-family acceptance`
-Progress: `92%`.
+Progress: `100%` in the parent loop after phase96.
-The loop has now promoted three phase92 proof families from candidate gaps into reviewed execution or locally reviewed execution:
+This phase remains the vendor/procurement-quality proof. After this note, phase96 promoted the final remaining inventory reserve/liquidation proof family, so the parent Route-Candidate-Driven Enablement Loop is now closed.
 The loop has now promoted four phase92 proof families from candidate gaps into reviewed execution or locally reviewed execution:
 - `accounting_profit_margin` accepted live by phase93;
 - `debt_due_date_aging_quality` accepted live by phase94;
 - `vendor_risk_procurement_quality` accepted live through procurement-concentration evidence by phase95.
-
+- `inventory_reserve_liquidation_quality` accepted live through inventory quality-event evidence by phase96.
 The module is still not complete because the remaining `inventory_reserve_liquidation_quality` family still needs either reviewed-route enablement or an explicit bounded non-implementation decision.
 ## Next Work
 Next slices:
-1. Select the final remaining phase92 family: `inventory_reserve_liquidation_quality`.
+1. Use phase95 as a vendor/procurement regression canary during broader autonomy work.
-2. Determine whether reachable 1C evidence can prove reserve/write-off/liquidation quality without overreach.
+2. See phase96 for the final inventory reserve/liquidation route and module closure.
 3. If yes, wire the smallest reviewed route and run a focused phase96 semantic replay.
 4. If no, record an explicit bounded non-implementation decision and keep the proxy answer honest.
 See also:
 - [26 - route_candidate_driven_enablement_loop_2026-05-10.md](./26%20-%20route_candidate_driven_enablement_loop_2026-05-10.md)
 - [27 - proof_family_enablement_candidates_2026-05-10.md](./27%20-%20proof_family_enablement_candidates_2026-05-10.md)
 - [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md)
 - [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md)
--- a/inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md
+++ b/inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md
@ -0,0 +1,100 @@
 # 31 - Inventory Reserve/Liquidation Quality Reviewed Route (2026-05-12)
 This note records the final phase92 proof-family promotion inside the `Route-Candidate-Driven Enablement Loop`.
 ## Why This Slice Exists
 Phase92 exposed `inventory_reserve_liquidation_quality` as a real route-candidate gap:
 - users can naturally ask whether warehouse stock has reserves, write-offs, obsolete goods, or liquidation value;
 - earlier business overview could show stock position, sales-to-stock proxy, and staleness-risk proxy;
 - those proxies were useful but still not reviewed evidence for write-offs, stocktaking, revaluation, reserve policy, or market liquidation value.
 The safe implementation target was therefore not a fake "full inventory health" route. It was the narrowest reviewed 1C evidence route that can answer what is actually reachable.
 ## Implementation Cut
 Implemented locally:
 - added `inventory_quality_events_for_organization` as a reviewed address recipe intent;
 - added `inventory_quality_events_profile` over posted 1C documents:
  - `Документ.СписаниеТоваров`;
  - `Документ.ОприходованиеТоваров`;
  - `Документ.ИнвентаризацияТоваровНаСкладе`;
  - `Документ.ПереоценкаТоваровВРознице`;
 - `business_overview` now runs this probe only for reserve/liquidation/write-off/obsolete-stock boundary wording;
 - `derived_business_overview.inventory_quality_events` records:
  - checked period;
  - matched event rows;
  - write-off count and amount;
  - receipt-adjustment count and amount;
  - stocktaking count;
  - revaluation count;
  - first/latest event date when events exist;
  - evidence status: `reviewed_no_quality_events_found`, `reviewed_inventory_control_events_only`, or `reviewed_writeoff_or_adjustment_events_found`;
 - `inventory_reserve_liquidation_quality` is removed from `missing_proof_families` only when this reviewed route executed;
 - `inventory_reserve_boundary` route candidates can now promote to `ready_for_reviewed_execution`;
 - user-facing direct answers include the organization scope, period, checked document families, and explicit no-overclaim boundary.
 ## Boundaries
 Still not claimed:
 - market liquidation value;
 - management reserve amount or reserve policy;
 - confirmed obsolete stock classification;
 - complete warehouse health;
 - FIFO liquidation or sell-through quality;
 - accounting correctness of the source documents.
 The route can honestly say "checked documents found / not found". It cannot turn absence of events into a legal or market conclusion that no obsolete stock exists.
 ## Validation
 Local validation:
 - `npm.cmd test -- assistantMcpDiscoveryAnswerAdapter.test.ts assistantMcpDiscoveryRuntimeBridge.test.ts assistantMcpDiscoveryResponseCandidate.test.ts` passed `84/84` with `1` skipped;
 - `npm.cmd test -- assistantMcpDiscoveryPilotExecutor.test.ts` passed `34/34`;
 - `npm.cmd run build` passed;
 - direct live MCP query for `address_inventory_quality_events_for_organization_v1` against `ООО Альтернатива Плюс / 2020` returned `fetched_rows=0`, `matched_rows=0`, `error=null`, proving the new union query is syntactically valid and yields a checked negative in the current base.
 Semantic/live replay:
 - spec: `docs/orchestration/address_truth_harness_phase96_inventory_reserve_liquidation_quality.json`;
 - first live run: `artifacts/domain_runs/phase96_inventory_reserve_liquidation_quality_live`, partial/fail because the answer did not repeat the explicit organization in the direct line;
 - rerun after organization anchoring and compact-candidate cleanup: `artifacts/domain_runs/phase96_inventory_reserve_liquidation_quality_rerun`;
 - final status: `accepted`, `2/2` passed, `0` warnings, `0` failures;
 - accepted autorun: `AGENT | Phase 96 inventory reserve/liquidation quality-events` (`gen-ag05122057-c9786e`).
 ## Status
 Current module wording:
 `Route-Candidate-Driven Enablement Loop, active slice: final reviewed proof-family route accepted`
 Progress: `100%`.
 The loop has now promoted all phase92 proof-family candidates that were selected for this module:
 - `accounting_profit_margin` accepted live by phase93;
 - `debt_due_date_aging_quality` accepted live by phase94;
 - `vendor_risk_procurement_quality` accepted live through procurement-concentration evidence by phase95;
 - `inventory_reserve_liquidation_quality` accepted live through reviewed inventory quality-event documents by phase96.
 This closes the declared Route-Candidate-Driven Enablement Loop slice. It does not close arbitrary 1C autonomy: the next work should move to the next broader module, using these proof-family routes as regression gates.
 ## Next Work
 Next slices:
 1. Reclassify Route-Candidate-Driven Enablement Loop as closed and use it as a regression gate.
 2. Start the next open-world autonomy slice: broader schema/primitive discovery beyond the phase92 proof families.
 3. Preserve phase93/94/95/96 accepted autoruns as canaries before expanding new unknown 1C domains.
 See also:
 - [26 - route_candidate_driven_enablement_loop_2026-05-10.md](./26%20-%20route_candidate_driven_enablement_loop_2026-05-10.md)
 - [27 - proof_family_enablement_candidates_2026-05-10.md](./27%20-%20proof_family_enablement_candidates_2026-05-10.md)
 - [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md)
 - [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md)
 - [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md)
--- a/architecture_turnaround/README.md
+++ b/architecture_turnaround/README.md
@ -48,8 +48,9 @@ This package answers the next question:
 28. [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md)
 29. [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md)
 30. [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md)
 31. [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md)
-## Current Status Snapshot (2026-05-10)
+## Current Status Snapshot (2026-05-12)
 This package is no longer planning-only.
@ -103,16 +104,19 @@ Status canon for planning:
 - The accepted user-runnable autorun for that slice is `AGENT | Phase 94 debt due-date aging reviewed route` (`gen-ag05101319-c04f79`).
 - The third proof-family route is now implemented and accepted: `vendor_risk_procurement_quality` moves from missing proof-family gap into reviewed procurement-concentration evidence when outgoing payment, bank-like recipient, non-financial recipient, counterparty-role, and contract-usage signals are reachable; `phase95_vendor_procurement_quality_reviewed_route_live2` passed `7/7`.
 - The accepted user-runnable autorun for that slice is `AGENT | Phase 95 vendor/procurement quality reviewed route` (`gen-ag05121357-9ea5d6`).
 - The fourth/final proof-family route is now implemented and accepted: `inventory_reserve_liquidation_quality` moves from missing proof-family gap into reviewed inventory quality-event evidence over posted write-off, receipt-adjustment, stocktaking, and revaluation documents; `phase96_inventory_reserve_liquidation_quality_rerun` passed `2/2`.
 - The accepted user-runnable autorun for that slice is `AGENT | Phase 96 inventory reserve/liquidation quality-events` (`gen-ag05122057-c9786e`).
 - The phase94 replay spec was repaired to real UTF-8 Russian before autorun persistence, so the saved user-runnable pack does not repeat the earlier GUI mojibake/card-text regression.
 - The short source of truth for status wording is [21 - current_status_canon_2026-05-01.md](./21%20-%20current_status_canon_2026-05-01.md).
 - The current execution spine after EHMO is [23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md](./23%20-%20current_execution_spine_and_semantic_control_gate_2026-05-05.md).
 - The current stage-loop/hygiene overlay after the AGENT dogfood cut is [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 current route-candidate autonomy slice is [25 - open_world_route_candidate_promotion_2026-05-10.md](./25%20-%20open_world_route_candidate_promotion_2026-05-10.md).
- The current route-candidate enablement-loop slice is [26 - route_candidate_driven_enablement_loop_2026-05-10.md](./26%20-%20route_candidate_driven_enablement_loop_2026-05-10.md).
+- The closed route-candidate enablement-loop slice is [26 - route_candidate_driven_enablement_loop_2026-05-10.md](./26%20-%20route_candidate_driven_enablement_loop_2026-05-10.md), now used as a regression gate.
- The current proof-family enablement-candidate slice is [27 - proof_family_enablement_candidates_2026-05-10.md](./27%20-%20proof_family_enablement_candidates_2026-05-10.md).
+- The closed proof-family enablement-candidate slice is [27 - proof_family_enablement_candidates_2026-05-10.md](./27%20-%20proof_family_enablement_candidates_2026-05-10.md).
- The current first reviewed proof-family route slice is [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md).
+- The first reviewed proof-family route slice is [28 - accounting_profit_margin_reviewed_route_2026-05-10.md](./28%20-%20accounting_profit_margin_reviewed_route_2026-05-10.md).
- The current second reviewed proof-family route slice is [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md).
+- The second reviewed proof-family route slice is [29 - debt_due_date_aging_reviewed_route_2026-05-10.md](./29%20-%20debt_due_date_aging_reviewed_route_2026-05-10.md).
- The current third reviewed proof-family route slice is [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md).
+- The third reviewed proof-family route slice is [30 - vendor_procurement_quality_reviewed_route_2026-05-12.md](./30%20-%20vendor_procurement_quality_reviewed_route_2026-05-12.md).
 - The fourth/final reviewed proof-family route slice is [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md).
 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:
@ -176,13 +180,13 @@ Current honest status:
 - pre-multidomain readiness: `~90%`
 - bounded-autonomy foundation readiness: `~89%`
 - open-world bounded-autonomy readiness: `~87%`
- active Open-World Bounded Autonomy Breadth implementation breadth: `~99%`, with business-overview evidence fusion, the reviewed `business_overview` catalog/data-need/planner route-fabric slice, the fresh multi-probe runtime bridge, the explicit-period VAT/tax fact-family bridge, the explicit-period debt-position bridge, the explicit-date inventory-position bridge, the open-settlement quality bridge accepted by live semantic replay, selected-item profitability bridged by local semantic/runtime regression tests, contract-date debt age bridged locally, debt staleness-risk proxy bridged locally, debt due-date boundary arbitration bridged locally, inventory reserve/liquidation boundary arbitration bridged locally, supplier/procurement-quality boundary arbitration bridged locally, supplier concentration proxy bridged locally, document/account-section activity profile bridged locally, counterparty population/roles and contract usage profiles bridged locally, yearly operating-flow proxy bridged locally, earnings/best-year wording arbitration bridged locally, profit/margin wording boundary arbitration bridged locally, analyst synthesis added to business-overview answer drafting, company-period trading margin proxy bridged locally, inventory sales-to-stock proxy bridged locally, inventory staleness-risk proxy bridged locally, gap-specific answer shaping bridged locally, missing proof families recorded as runtime evidence ledger, exact accounting profit/margin promoted into a reviewed 90/91/99 route by phase93, debt due-date aging promoted into a reviewed payment-term/open-balance route by phase94, and vendor/procurement quality promoted into reviewed procurement-concentration evidence by phase95; confirmed reserve/write-off/liquidation inventory evidence is still pending
+- active Open-World Bounded Autonomy Breadth implementation breadth: `~99%`, with business-overview evidence fusion, the reviewed `business_overview` catalog/data-need/planner route-fabric slice, the fresh multi-probe runtime bridge, the explicit-period VAT/tax fact-family bridge, the explicit-period debt-position bridge, the explicit-date inventory-position bridge, the open-settlement quality bridge accepted by live semantic replay, selected-item profitability bridged by local semantic/runtime regression tests, contract-date debt age bridged locally, debt staleness-risk proxy bridged locally, debt due-date boundary arbitration bridged locally, inventory reserve/liquidation boundary arbitration bridged locally, supplier/procurement-quality boundary arbitration bridged locally, supplier concentration proxy bridged locally, document/account-section activity profile bridged locally, counterparty population/roles and contract usage profiles bridged locally, yearly operating-flow proxy bridged locally, earnings/best-year wording arbitration bridged locally, profit/margin wording boundary arbitration bridged locally, analyst synthesis added to business-overview answer drafting, company-period trading margin proxy bridged locally, inventory sales-to-stock proxy bridged locally, inventory staleness-risk proxy bridged locally, gap-specific answer shaping bridged locally, missing proof families recorded as runtime evidence ledger, exact accounting profit/margin promoted into a reviewed 90/91/99 route by phase93, debt due-date aging promoted into a reviewed payment-term/open-balance route by phase94, vendor/procurement quality promoted into reviewed procurement-concentration evidence by phase95, and inventory reserve/write-off/liquidation quality promoted into reviewed inventory quality-event evidence by phase96
 - active Open-World Bounded Autonomy Breadth accepted-module progress: `~99%`, because the EHMO-derived `Open-World Semantic Control Gate` critical subset accepts live at `21/21` after W5/W7 hardening; full closure is still held back for the fat manual GUI pack and remaining answer-shape residual review
 - Post-F semantic integrity module progress: `~99%` operationally closed, with remaining risk now treated as next-slice discovery rather than an open blocker inside the closed slice
 - active inventory-stock breadth slice progress: `100%` for the declared scenario pack, not for arbitrary inventory questions
 - Planner Autonomy Consolidation progress: `100%` for the declared module, with catalog-fabric, value-flow arbitration, lifecycle bounded inference, broad-evaluation bridge, inventory catalog templates, inventory runtime-boundary honesty, exact inventory recipe bridging, unambiguous metadata-surface lane inference, catalog chain-template scoring, structured chain-match contract exposure, runtime/debug propagation, subject-aware bidirectional comparison arbitration, structured catalog-alignment verdicts, representative alignment regression guard, catalog-alignment reason-code telemetry, explicit `alignment_status` propagation, truth-harness/acceptance-matrix surfacing, soft divergence warning, `catalog_alignment_ok` acceptance invariant, step-level expected catalog-alignment assertions, phase66 and phase32 spec alignment expectations, AGENT source-catalog surfacing, generated phase83 mixed planner-brain replay spec, checked-source user-facing error sanitation, surface-grounded catalog promotion, and guarded live phase83 acceptance validated. Broader unfamiliar 1C asks are now next-module breadth work rather than an open blocker inside this declared slice
 - Open-World Route Candidate Promotion progress: `100%` for the declared phase90 slice, with structured `route_candidate` runtime contract, artifact propagation, live semantic replay accepted at `5/5`, and accepted AGENT autorun persistence; broader autonomous route enablement remains the next active slice
- Route-Candidate-Driven Enablement Loop progress: `92%`, with deterministic repair-target grouping, Lead Codex handoff surfacing, local tooling tests, live phase91 canary acceptance, phase92 proof-family candidates accepted/saved as a user-runnable AGENT autorun, `accounting_profit_margin` promoted into reviewed 90/91/99 execution by phase93 live replay, `debt_due_date_aging_quality` promoted into reviewed payment-term/open-balance execution by phase94 live replay, and `vendor_risk_procurement_quality` promoted into reviewed procurement-concentration evidence by phase95 live replay; the remaining inventory reserve/liquidation proof family is still pending
+- Route-Candidate-Driven Enablement Loop progress: `100%`, with deterministic repair-target grouping, Lead Codex handoff surfacing, local tooling tests, live phase91 canary acceptance, phase92 proof-family candidates accepted/saved as a user-runnable AGENT autorun, `accounting_profit_margin` promoted into reviewed 90/91/99 execution by phase93 live replay, `debt_due_date_aging_quality` promoted into reviewed payment-term/open-balance execution by phase94 live replay, `vendor_risk_procurement_quality` promoted into reviewed procurement-concentration evidence by phase95 live replay, and `inventory_reserve_liquidation_quality` promoted into reviewed inventory quality-event evidence by phase96 live replay; the declared route-candidate-driven enablement loop is now closed and should be used as a regression gate for the next broader autonomy slice
 - graph snapshot after latest rebuild: see `graphify-out/GRAPH_REPORT.md`
 - current regression-gate breakpoint:
  - the validated hot paths are no longer structurally broken;
@ -272,6 +276,7 @@ Latest live proof now includes:
 - accounting profit/margin reviewed route accepted locally/live: targeted runtime/answer/turn-input/candidate/intent tests passed `194/194` with `8` skipped; targeted VAT tax-period regression passed; `address_truth_harness_phase93_accounting_profit_margin_reviewed_route_live3_20260510` accepted `6/6`, proving 90/91/99 accounting result, short profit/loss follow-up continuity, VAT continuity, value-flow canary, and inventory reserve boundary canary together; the accepted autorun is `AGENT | Phase 93 accounting profit-margin reviewed route` (`gen-ag05101213-596d99`).
 - debt due-date aging reviewed route accepted locally/live: transition policy passed `38/38`, turn-input adapter passed `103/103` with `7` skipped, executor/answer/candidate/runtime bridge passed `113/113` with `1` skipped, build passed; `phase94_debt_due_date_aging_reviewed_route_live4` accepted `7/7`, proving payment-term/open-balance checked-negative overdue answers, short due-date boundary follow-up continuity, profit/margin/VAT/value-flow canaries, and reserve/vendor boundary safety together; the accepted autorun is `AGENT | Phase 94 debt due-date aging reviewed route` (`gen-ag05101319-c04f79`).
 - vendor/procurement quality reviewed route accepted locally/live: executor/runtime bridge/answer/candidate tests passed `118/118` with `1` skipped, build passed; `phase95_vendor_procurement_quality_reviewed_route_live2` accepted `7/7`; `vendor_risk_procurement_quality` now derives reviewed procurement-concentration evidence from confirmed outgoing payment rows, separates bank-like outgoing leaders from ordinary supplier dependency, removes the proof family from `missing_proof_families` when this reviewed evidence exists, and can promote `vendor_risk_procurement_boundary` route candidates to `ready_for_reviewed_execution`; the accepted autorun is `AGENT | Phase 95 vendor/procurement quality reviewed route` (`gen-ag05121357-9ea5d6`).
 - inventory reserve/liquidation quality reviewed route accepted locally/live: answer/runtime/candidate tests passed `84/84` with `1` skipped, pilot-executor tests passed `34/34`, build passed; direct MCP query for `address_inventory_quality_events_for_organization_v1` returned `fetched_rows=0`, `matched_rows=0`, `error=null`; `phase96_inventory_reserve_liquidation_quality_rerun` accepted `2/2`; `inventory_reserve_liquidation_quality` now derives reviewed evidence from posted write-off, receipt-adjustment, stocktaking, and revaluation documents, removes the proof family from `missing_proof_families` when this reviewed route executes, anchors the organization in the direct answer, and can promote `inventory_reserve_boundary` route candidates to `ready_for_reviewed_execution`; the accepted autorun is `AGENT | Phase 96 inventory reserve/liquidation quality-events` (`gen-ag05122057-c9786e`).
 Current architectural reading:
@ -351,6 +356,7 @@ Read in this order:
 29. `28 - accounting_profit_margin_reviewed_route_2026-05-10.md`
 30. `29 - debt_due_date_aging_reviewed_route_2026-05-10.md`
 31. `30 - vendor_procurement_quality_reviewed_route_2026-05-12.md`
 32. `31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md`
 ## Planning Rules
--- a/docs/orchestration/address_truth_harness_phase96_inventory_reserve_liquidation_quality.json
+++ b/docs/orchestration/address_truth_harness_phase96_inventory_reserve_liquidation_quality.json
@ -0,0 +1,71 @@
 {
  "schema_version": "domain_truth_harness_spec_v1",
  "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
  "domain": "address_phase96_inventory_reserve_liquidation_quality",
  "title": "Phase 96 inventory reserve/liquidation quality-events replay",
  "description": "Targeted replay for the reviewed inventory quality-events route: direct reserve/write-off/liquidation questions should trigger checked 1C document evidence for write-offs, receipt adjustments, stocktaking, and retail revaluation, while still refusing to invent market liquidation value or management reserve policy.",
  "bindings": {},
  "steps": [
    {
      "step_id": "step_01_direct_inventory_reserve_liquidation_boundary",
      "title": "Direct reserve/liquidation boundary uses reviewed inventory quality events",
      "question": "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
      "expected_catalog_alignment_status": "selected_matches_top",
      "expected_catalog_chain_top_match": "business_overview",
      "expected_catalog_selected_matches_top": true,
      "allowed_reply_types": [
        "partial_coverage",
        "factual_with_explanation"
      ],
      "required_answer_patterns_all": [
        "(?i)альтернатива|организац|компани",
        "(?i)2020|2020 год",
        "(?i)склад|товар",
        "(?i)списан|оприход|инвентаризац|переоцен",
        "(?i)провер|подтвержд|1с",
        "(?i)не рыночн|не ликвидационн|не управленческ|не резерв"
      ],
      "forbidden_answer_patterns": [
        "(?i)business_overview_route_template_v1|inventory_quality_events_profile",
        "(?i)query_movements|query_documents|primitive|planner_|runtime_|pilot_",
        "(?i)ликвидационная стоимость составляет|резерв составляет|подтвержденный резерв под неликвид"
      ],
      "criticality": "critical",
      "semantic_tags": [
        "inventory_reserve_liquidation_quality",
        "reviewed_inventory_quality_events",
        "direct_answer_first",
        "no_market_liquidation_overclaim"
      ]
    },
    {
      "step_id": "step_02_followup_inventory_liquidity_boundary",
      "title": "Follow-up does not turn checked quality events into full liquidity claim",
      "question": "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?",
      "expected_catalog_alignment_status": "selected_matches_top",
      "expected_catalog_chain_top_match": "business_overview",
      "expected_catalog_selected_matches_top": true,
      "allowed_reply_types": [
        "partial_coverage",
        "factual_with_explanation"
      ],
      "required_answer_patterns_all": [
        "(?i)склад|товар|остат",
        "(?i)ликвид|неликвид",
        "(?i)не подтвержд|нельзя|не значит|отдельн",
        "(?i)списан|инвентаризац|переоцен|quality|событ"
      ],
      "forbidden_answer_patterns": [
        "(?i)business_overview_route_template_v1|inventory_quality_events_profile",
        "(?i)query_movements|query_documents|primitive|planner_|runtime_|pilot_",
        "(?i)склад ликвидный$|неликвидов нет$|ликвидность подтверждена"
      ],
      "criticality": "critical",
      "semantic_tags": [
        "inventory_liquidity_boundary",
        "followup_context_carryover",
        "no_inventory_health_overclaim"
      ]
    }
  ]
 }
--- a/llm_normalizer/backend/dist/services/addressRecipeCatalog.js
+++ b/llm_normalizer/backend/dist/services/addressRecipeCatalog.js
@ -283,6 +283,61 @@ const INVENTORY_ON_HAND_AS_OF_QUERY_TEMPLATE = `
 УПОРЯДОЧИТЬ ПО
    Количество __ORDER_DIRECTION__
 `;
 const INVENTORY_QUALITY_EVENTS_QUERY_TEMPLATE = `
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Списание.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Списание.Ссылка) КАК Регистратор,
    "Списание товаров" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Списание.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Списание.Склад) КАК Склад,
    Списание.СуммаДокумента КАК Сумма,
    Списание.Основание КАК Основание,
    Списание.Комментарий КАК Комментарий
 ИЗ
    Документ.СписаниеТоваров КАК Списание
 __WHERE_WRITE_OFF__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Оприходование.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Ссылка) КАК Регистратор,
    "Оприходование товаров" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Склад) КАК Склад,
    Оприходование.СуммаДокумента КАК Сумма,
    Оприходование.Основание КАК Основание,
    Оприходование.Комментарий КАК Комментарий
 ИЗ
    Документ.ОприходованиеТоваров КАК Оприходование
 __WHERE_RECEIPT__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Инвентаризация.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Ссылка) КАК Регистратор,
    "Инвентаризация товаров на складе" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Склад) КАК Склад,
    0 КАК Сумма,
    Инвентаризация.ПричинаПроведенияИнвентаризации КАК Основание,
    Инвентаризация.Комментарий КАК Комментарий
 ИЗ
    Документ.ИнвентаризацияТоваровНаСкладе КАК Инвентаризация
 __WHERE_INVENTORY_COUNT__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Переоценка.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Ссылка) КАК Регистратор,
    "Переоценка товаров в рознице" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Склад) КАК Склад,
    0 КАК Сумма,
    "" КАК Основание,
    Переоценка.Комментарий КАК Комментарий
 ИЗ
    Документ.ПереоценкаТоваровВРознице КАК Переоценка
 __WHERE_REVALUATION__
 УПОРЯДОЧИТЬ ПО
    Период __ORDER_DIRECTION__
 `;
 const BANK_DOCS_QUERY_TEMPLATE = `
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    БанкСписание.Дата КАК Период,
@ -933,6 +988,16 @@ const BASE_RECIPES = [
        account_scope_mode: "strict",
        query_template: "inventory_aging_by_purchase_date_profile"
    },
    {
        recipe_id: "address_inventory_quality_events_for_organization_v1",
        intent: "inventory_quality_events_for_organization",
        purpose: "Check posted inventory quality event documents: write-offs, stocktaking, receipt adjustments, and retail revaluation",
        required_filters: [],
        optional_filters: ["as_of_date", "period_from", "period_to", "organization", "warehouse", "limit", "sort"],
        default_limit: 400,
        account_scope_mode: "preferred",
        query_template: "inventory_quality_events_profile"
    },
    {
        recipe_id: "address_open_contracts_confirmed_as_of_date_v1",
        intent: "open_contracts_confirmed_as_of_date",
@ -1326,6 +1391,48 @@ function buildInventoryMovementQuery(filters, resolvedLimit, side) {
        .replace("__WHERE_CLAUSE__", buildWhereClause(filters, "Движения.Период", [inventoryCondition, itemCondition].filter((item) => Boolean(item))))
        .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
 function buildWarehouseReferenceCondition(filters, fieldPaths) {
    const warehouse = typeof filters.warehouse === "string" ? filters.warehouse.trim() : "";
    if (!warehouse) {
        return null;
    }
    const tokens = Array.from(new Set(warehouse
        .split(/[^A-Za-zА-Яа-яЁё0-9]+/u)
        .map((token) => token.trim())
        .filter((token) => token.length >= 3)
        .filter((token) => !["склад", "warehouse"].includes(token.toLowerCase()))));
    const effectiveTokens = tokens.length > 0 ? tokens : [warehouse];
    const clauses = fieldPaths
        .map((fieldPath) => String(fieldPath ?? "").trim())
        .filter((fieldPath) => fieldPath.length > 0)
        .map((fieldPath) => {
        const tokenConditions = effectiveTokens.map((token) => {
            const escapedToken = toQueryStringLiteral(token);
            return `${fieldPath}.Наименование ПОДОБНО "%${escapedToken}%"`;
        });
        return tokenConditions.length === 1 ? tokenConditions[0] : `(${tokenConditions.join(" И ")})`;
    });
    if (clauses.length === 0) {
        return null;
    }
    return clauses.length === 1 ? clauses[0] : `(${clauses.join(" ИЛИ ")})`;
 }
 function buildInventoryQualityDocumentWhereClause(filters, dateFieldPath, organizationFieldPath, warehouseFieldPath) {
    return buildWhereClause(filters, dateFieldPath, [
        `${dateFieldPath.replace(/\.Дата$/u, ".Проведен")} = ИСТИНА`,
        buildOrganizationReferenceCondition(filters, [organizationFieldPath]),
        buildWarehouseReferenceCondition(filters, [warehouseFieldPath])
    ].filter((item) => Boolean(item)));
 }
 function buildInventoryQualityEventsQuery(filters, resolvedLimit) {
    return INVENTORY_QUALITY_EVENTS_QUERY_TEMPLATE
        .replaceAll("__LIMIT__", String(resolvedLimit))
        .replace("__WHERE_WRITE_OFF__", buildInventoryQualityDocumentWhereClause(filters, "Списание.Дата", "Списание.Организация", "Списание.Склад"))
        .replace("__WHERE_RECEIPT__", buildInventoryQualityDocumentWhereClause(filters, "Оприходование.Дата", "Оприходование.Организация", "Оприходование.Склад"))
        .replace("__WHERE_INVENTORY_COUNT__", buildInventoryQualityDocumentWhereClause(filters, "Инвентаризация.Дата", "Инвентаризация.Организация", "Инвентаризация.Склад"))
        .replace("__WHERE_REVALUATION__", buildInventoryQualityDocumentWhereClause(filters, "Переоценка.Дата", "Переоценка.Организация", "Переоценка.Склад"))
        .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
 function buildInventoryItemReferenceCondition(filters, fieldPaths) {
    const item = typeof filters.item === "string" ? filters.item.trim() : "";
    if (!item) {
@ -1599,6 +1706,7 @@ function maxLimitForIntent(intent) {
        intent === "inventory_profitability_for_item" ||
        intent === "inventory_purchase_to_sale_chain" ||
        intent === "inventory_aging_by_purchase_date" ||
        intent === "inventory_quality_events_for_organization" ||
        intent === "open_contracts_confirmed_as_of_date" ||
        intent === "list_contracts_by_counterparty" ||
        intent === "list_documents_by_counterparty" ||
@ -1790,6 +1898,8 @@ function buildAddressRecipePlan(recipe, filters) {
                                                                                            ? 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"
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryAnswerAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryAnswerAdapter.js
@ -393,6 +393,9 @@ function isVendorRiskBoundaryTurn(pilot) {
    return action === "vendor_risk_procurement_boundary" || unsupported === "vendor_risk_procurement_boundary";
 }
 function businessOverviewInventoryUnknownLabel(overview) {
    if (overview.inventory_quality_events) {
        return "рыночная ликвидационная стоимость и управленческий резерв склада";
    }
    if (overview.inventory_staleness_risk_proxy) {
        return "резервы/списания/ликвидационная стоимость склада";
    }
@ -621,6 +624,24 @@ function businessOverviewVendorProcurementQualityText(overview) {
    }
    return `Procurement-concentration route за ${period} отработал по исходящим платежам на ${total}, но надежной небанковской концентрации поставщика по найденным строкам не хватает.${contractText} Полный vendor-risk аудит не подтвержден.`;
 }
 function businessOverviewInventoryQualityEventsText(overview) {
    const quality = overview.inventory_quality_events;
    if (!quality) {
        return null;
    }
    const period = quality.period_scope ?? "проверенное окно";
    const organization = overview.organization_scope ? ` по организации ${overview.organization_scope}` : "";
    const eventWindow = quality.first_event_date && quality.latest_event_date
        ? ` Окно найденных событий: ${quality.first_event_date} - ${quality.latest_event_date}.`
        : "";
    if (quality.evidence_status === "reviewed_no_quality_events_found") {
        return `Коротко: проверил складские документы списания, оприходования, инвентаризации и переоценки${organization} за ${period}; подтвержденных событий списания/корректировки/инвентаризации/переоценки не найдено. Это сильный отрицательный сигнал по доступным документам 1С, но не рыночная ликвидационная стоимость и не управленческий резерв под неликвиды.`;
    }
    if (quality.evidence_status === "reviewed_inventory_control_events_only") {
        return `Коротко: проверил складские quality-события${organization} за ${period}; списаний и оприходований/корректировок с суммой не найдено, но есть инвентаризации ${quality.inventory_count_rows} и переоценки ${quality.revaluation_rows}.${eventWindow} Это контрольные складские документы, а не подтвержденный резерв или рыночная ликвидационная оценка.`;
    }
    return `Коротко: проверил складские quality-события${organization} за ${period}; списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}.${eventWindow} Это подтвержденные документы 1С по складским событиям, но не самостоятельная рыночная ликвидационная стоимость и не расчет управленческого резерва.`;
 }
 function headlineFor(mode, pilot) {
    const askedMonthlyBreakdown = pilot.derived_bidirectional_value_flow?.aggregation_axis === "month" ||
        pilot.derived_value_flow?.aggregation_axis === "month";
@ -653,6 +674,10 @@ function headlineFor(mode, pilot) {
            return "Нельзя точно определить, какая дебиторка просрочена, по текущему срезу 1С; есть только debt-quality proxy, но нет проверенного due-date маршрута по договорам, срокам оплаты и погашению расчетов.";
        }
        if (isInventoryReserveBoundaryTurn(pilot)) {
            const inventoryQualityEventsText = businessOverviewInventoryQualityEventsText(overview);
            if (inventoryQualityEventsText) {
                return inventoryQualityEventsText;
            }
            const inventoryBasis = overview.inventory_staleness_risk_proxy
                ? "есть только складской staleness-risk proxy по найденным строкам"
                : overview.inventory_position || overview.inventory_turnover_proxy
@ -724,6 +749,9 @@ function headlineFor(mode, pilot) {
        if (overview.inventory_staleness_risk_proxy) {
            families.push("staleness risk proxy склада");
        }
        if (overview.inventory_quality_events) {
            families.push("складские quality-события");
        }
        const unknownFamilies = overview.accounting_financial_result
            ? ["аудированная/юридически подтвержденная прибыль"]
            : [overview.trading_margin_proxy ? "чистая прибыль/точная маржа" : "прибыль/маржа"];
@ -946,6 +974,9 @@ function buildMustNotClaim(pilot) {
        claims.push("Do not present an inventory snapshot or purchase-date aging signal as turnover, obsolescence, liquidation value, or full inventory health.");
        claims.push("Do not present business overview inventory turnover proxy as full inventory liquidity, FIFO turnover, obsolescence analysis, or liquidation value.");
        claims.push("Do not present business overview inventory staleness risk proxy as confirmed obsolete stock, reserve, write-off, or liquidation value.");
        if (pilot.derived_business_overview?.inventory_quality_events) {
            claims.push("Do not present reviewed inventory quality events as confirmed obsolete stock, reserve policy, market liquidation value, management reserve, or full inventory health.");
        }
        if (pilot.derived_business_overview?.top_customers?.some(isFinancialInstitutionBucket) ||
            pilot.derived_business_overview?.top_suppliers?.some(isFinancialInstitutionBucket)) {
            claims.push("Do not present bank-like counterparties as ordinary customers, suppliers, revenue, procurement dependency, or business quality evidence without payment-purpose/contract proof.");
@ -1436,6 +1467,10 @@ function derivedBusinessOverviewConfirmedLines(pilot) {
        const proxy = overview.inventory_staleness_risk_proxy;
        lines.push(`Staleness risk proxy склада на ${proxy.as_of_date}: самая ранняя дата закупочного сигнала ${proxy.oldest_purchase_date}, возраст ${proxy.max_purchase_age_days} дн., sales-to-stock ${proxy.sales_to_stock_amount_ratio}x, оценка ${inventoryStalenessRiskBandRu(proxy.risk_band)}. Это не подтвержденная неликвидность, не резерв и не ликвидационная стоимость.`);
    }
    const inventoryQualityEventsText = businessOverviewInventoryQualityEventsText(overview);
    if (inventoryQualityEventsText) {
        lines.push(inventoryQualityEventsText.replace(/^Коротко:\s*/u, ""));
    }
    return lines;
 }
 function businessOverviewCashSynthesisLine(overview) {
@ -1603,6 +1638,15 @@ function businessOverviewRiskSynthesisLine(overview) {
    if (overview.inventory_staleness_risk_proxy) {
        signals.push(`staleness risk proxy склада: ${inventoryStalenessRiskBandRu(overview.inventory_staleness_risk_proxy.risk_band)}, возраст ${overview.inventory_staleness_risk_proxy.max_purchase_age_days} дн.`);
    }
    if (overview.inventory_quality_events) {
        const quality = overview.inventory_quality_events;
        if (quality.evidence_status === "reviewed_no_quality_events_found") {
            signals.push("складские quality-события: документы списания, оприходования, инвентаризации и переоценки проверены, подтвержденных событий не найдено");
        }
        else {
            signals.push(`складские quality-события: списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}`);
        }
    }
    return signals.length > 0
        ? `Риски и контуры внимания по подтвержденным данным: ${signals.join("; ")}.`
        : null;
@ -1616,7 +1660,8 @@ function businessOverviewExecutiveVerdictLine(overview) {
        overview.debt_staleness_risk_proxy ||
        overview.inventory_position ||
        overview.inventory_turnover_proxy ||
-        overview.inventory_staleness_risk_proxy);
+        overview.inventory_staleness_risk_proxy ||
        overview.inventory_quality_events);
    const hasOperationalProfileSignal = Boolean(overview.document_activity_profile || overview.counterparty_profile || overview.contract_usage_profile);
    const hasExtraSignals = hasTaxDebtInventorySignals || hasOperationalProfileSignal;
    if (!hasCash && !hasExtraSignals) {
@ -1750,6 +1795,10 @@ function buildAssistantMcpDiscoveryAnswerDraft(pilot) {
    if (pilot.derived_business_overview?.inventory_staleness_risk_proxy) {
        pushReason(reasonCodes, "answer_contains_business_overview_inventory_staleness_risk_proxy");
    }
    if (pilot.derived_business_overview?.inventory_quality_events) {
        pushReason(reasonCodes, "answer_contains_business_overview_inventory_quality_events");
        pushReason(reasonCodes, `answer_contains_business_overview_inventory_quality_events_${pilot.derived_business_overview.inventory_quality_events.evidence_status}`);
    }
    if (pilot.derived_business_overview?.missing_proof_families?.length) {
        pushReason(reasonCodes, "answer_contains_business_overview_missing_proof_ledger");
    }
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryPilotExecutor.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryPilotExecutor.js
@ -211,6 +211,16 @@ function shouldRunDebtDueDateAgingProbe(planner) {
        .join(" ");
    return /(?:debt_due_date_boundary|due[-_ ]?date|overdue|aging|просроч|срок\s+оплат|дебиторк|кредиторск)/iu.test(combined);
 }
 function shouldRunInventoryQualityEventsProbe(planner) {
    const actionFamily = toNonEmptyString(planner.data_need_graph?.action_family);
    const turnActionFamily = toNonEmptyString(planner.discovery_plan.turn_meaning_ref?.asked_action_family);
    const unsupportedFamily = toNonEmptyString(planner.discovery_plan.turn_meaning_ref?.unsupported_but_understood_family);
    const proofExpectation = toNonEmptyString(planner.data_need_graph?.proof_expectation);
    const combined = [actionFamily, turnActionFamily, unsupportedFamily, proofExpectation]
        .filter((item) => Boolean(item))
        .join(" ");
    return /(?:inventory_reserve|reserve_liquidation|liquidation|write[-_ ]?off|obsolete|obsolescence|inventory_reserve_liquidation_quality|резерв|списан|ликвидац|неликвид|обесцен)/iu.test(combined);
 }
 function buildBusinessOverviewInventoryFilters(planner) {
    const meaning = planner.discovery_plan.turn_meaning_ref;
    const organization = toNonEmptyString(meaning?.explicit_organization_scope);
@ -3021,6 +3031,69 @@ function deriveBusinessOverviewInventoryStalenessRiskProxy(input) {
        inference_basis: "purchase_date_age_and_sales_to_stock_proxy_confirmed_1c_rows"
    };
 }
 function rowInventoryQualityEventType(row) {
    return rowTextValue(row, ["ТипСобытия", "EventType", "event_type", "Регистратор", "Registrator", "registrator"]) ?? "";
 }
 function deriveBusinessOverviewInventoryQualityEvents(input) {
    const result = input.inventoryQualityEventsResult;
    if (!result || result.error) {
        return null;
    }
    let writeoffRows = 0;
    let writeoffAmount = 0;
    let receiptAdjustmentRows = 0;
    let receiptAdjustmentAmount = 0;
    let inventoryCountRows = 0;
    let revaluationRows = 0;
    const eventDates = [];
    for (const row of result.rows) {
        const eventType = rowInventoryQualityEventType(row);
        const amount = rowAmountValue(row) ?? 0;
        const date = rowDateValue(row);
        if (date) {
            eventDates.push(date);
        }
        if (/списан|write[-_ ]?off/iu.test(eventType)) {
            writeoffRows += 1;
            writeoffAmount += amount;
            continue;
        }
        if (/оприход|receipt|positive/i.test(eventType)) {
            receiptAdjustmentRows += 1;
            receiptAdjustmentAmount += amount;
            continue;
        }
        if (/инвентаризац|stocktaking|inventory count/i.test(eventType)) {
            inventoryCountRows += 1;
            continue;
        }
        if (/переоцен|revaluation/i.test(eventType)) {
            revaluationRows += 1;
        }
    }
    const sortedDates = eventDates.sort((left, right) => left.localeCompare(right));
    const evidenceStatus = writeoffRows > 0 || receiptAdjustmentRows > 0
        ? "reviewed_writeoff_or_adjustment_events_found"
        : inventoryCountRows > 0 || revaluationRows > 0
            ? "reviewed_inventory_control_events_only"
            : "reviewed_no_quality_events_found";
    return {
        period_scope: input.periodScope,
        rows_matched: result.matched_rows,
        writeoff_rows: writeoffRows,
        writeoff_amount: writeoffAmount,
        writeoff_amount_human_ru: formatAmountHumanRu(writeoffAmount),
        receipt_adjustment_rows: receiptAdjustmentRows,
        receipt_adjustment_amount: receiptAdjustmentAmount,
        receipt_adjustment_amount_human_ru: formatAmountHumanRu(receiptAdjustmentAmount),
        inventory_count_rows: inventoryCountRows,
        revaluation_rows: revaluationRows,
        first_event_date: sortedDates[0] ?? null,
        latest_event_date: sortedDates[sortedDates.length - 1] ?? null,
        evidence_status: evidenceStatus,
        inference_basis: "inventory_quality_documents_confirmed_1c_rows"
    };
 }
 function deriveBusinessOverviewVendorProcurementQuality(input) {
    if (!input.rankedOutgoing ||
        input.rankedOutgoing.ranked_values.length <= 0 ||
@ -3109,10 +3182,10 @@ function buildBusinessOverviewMissingProofFamilies(input) {
            must_not_claim: "confirmed_overdue_debt_credit_risk_or_due_date_aging"
        });
    }
-    if (missing.has("inventory_position") ||
+    if ((missing.has("inventory_position") ||
        missing.has("inventory_turnover_quality") ||
        missing.has("inventory_liquidity_quality") ||
-        missing.has("inventory_reserve_liquidation_quality")) {
+        missing.has("inventory_reserve_liquidation_quality")) && !input.inventoryQualityEvents) {
        pushUnique({
            family: "inventory_reserve_liquidation_quality",
            current_status: input.inventoryStalenessRiskProxy
@ -3195,6 +3268,10 @@ function deriveBusinessOverview(input) {
        inventoryPosition,
        inventoryTurnoverProxy
    });
    const inventoryQualityEvents = deriveBusinessOverviewInventoryQualityEvents({
        inventoryQualityEventsResult: input.inventoryQualityEventsResult,
        periodScope: input.periodScope
    });
    const vendorProcurementQuality = deriveBusinessOverviewVendorProcurementQuality({
        rankedOutgoing,
        outgoing,
@ -3219,6 +3296,7 @@ function deriveBusinessOverview(input) {
        Boolean(inventoryPosition),
        Boolean(inventoryTurnoverProxy),
        Boolean(inventoryStalenessRiskProxy),
        Boolean(inventoryQualityEvents),
        Boolean(vendorProcurementQuality)
    ].filter(Boolean).length;
    if (checkedSignalCount <= 0) {
@ -3232,7 +3310,9 @@ function deriveBusinessOverview(input) {
        debtDueDateAging ? null : debtOpenSettlementQuality ? "debt_due_date_aging_quality" : "debt_open_settlement_quality",
        taxPosition ? null : "tax_position",
        inventoryPosition
-            ? inventoryStalenessRiskProxy
+            ? inventoryQualityEvents
                ? null
                : inventoryStalenessRiskProxy
                    ? "inventory_reserve_liquidation_quality"
                    : inventoryTurnoverProxy
                        ? "inventory_liquidity_quality"
@ -3250,6 +3330,7 @@ function deriveBusinessOverview(input) {
        inventoryPosition,
        inventoryTurnoverProxy,
        inventoryStalenessRiskProxy,
        inventoryQualityEvents,
        vendorProcurementQuality,
        hasSupplierConcentrationSignal: (rankedOutgoing?.ranked_values.length ?? 0) > 0
    });
@ -3275,6 +3356,7 @@ function deriveBusinessOverview(input) {
        inventory_position: inventoryPosition,
        inventory_turnover_proxy: inventoryTurnoverProxy,
        inventory_staleness_risk_proxy: inventoryStalenessRiskProxy,
        inventory_quality_events: inventoryQualityEvents,
        document_activity_profile: documentActivityProfile,
        counterparty_profile: counterpartyProfile,
        contract_usage_profile: contractUsageProfile,
@ -3283,7 +3365,7 @@ function deriveBusinessOverview(input) {
        checked_signal_count: checkedSignalCount,
        missing_signal_families: missingSignalFamilies,
        missing_proof_families: missingProofFamilies,
-        inference_basis: hasBusinessOverviewProfileSignal || inventoryPosition || accountingFinancialResult
+        inference_basis: hasBusinessOverviewProfileSignal || inventoryPosition || inventoryQualityEvents || accountingFinancialResult
            ? "business_overview_from_confirmed_1c_multi_family_rows"
            : debtOpenSettlementQuality || debtDueDateAging
                ? "business_overview_from_confirmed_1c_multi_family_rows"
@ -3343,6 +3425,9 @@ function summarizeBusinessOverviewRows(input) {
    if (input.inventoryAgingResult && !input.inventoryAgingResult.error) {
        parts.push(`${input.inventoryAgingResult.fetched_rows} inventory aging rows fetched, ${input.inventoryAgingResult.matched_rows} matched`);
    }
    if (input.inventoryQualityEventsResult && !input.inventoryQualityEventsResult.error) {
        parts.push(`${input.inventoryQualityEventsResult.fetched_rows} inventory quality-event rows fetched, ${input.inventoryQualityEventsResult.matched_rows} matched`);
    }
    return parts.length > 0 ? parts.join("; ") : null;
 }
 function buildBusinessOverviewConfirmedFacts(derived) {
@ -3511,6 +3596,18 @@ function buildBusinessOverviewConfirmedFacts(derived) {
        const proxy = derived.inventory_staleness_risk_proxy;
        facts.push(`Staleness risk proxy склада на ${proxy.as_of_date}: самая ранняя дата закупочного сигнала ${proxy.oldest_purchase_date}, возраст ${proxy.max_purchase_age_days} дн., sales-to-stock ${proxy.sales_to_stock_amount_ratio}x, оценка ${inventoryStalenessRiskBandRu(proxy.risk_band)}. Это не подтвержденная неликвидность, не резерв и не ликвидационная стоимость.`);
    }
    if (derived.inventory_quality_events) {
        const quality = derived.inventory_quality_events;
        const eventWindow = quality.first_event_date && quality.latest_event_date
            ? ` Окно найденных событий: ${quality.first_event_date} — ${quality.latest_event_date}.`
            : "";
        if (quality.evidence_status === "reviewed_no_quality_events_found") {
            facts.push(`Reviewed inventory quality route проверил складские документы списания, оприходования, инвентаризации и переоценки${period}: подтвержденных событий не найдено. Это проверенный отрицательный результат по доступным документам, но не рыночная ликвидационная оценка и не управленческий резерв.`);
        }
        else {
            facts.push(`Reviewed inventory quality route проверил складские документы${period}: списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}.${eventWindow} Это подтвержденные документы 1С, но не самостоятельная рыночная ликвидационная стоимость.`);
        }
    }
    return facts;
 }
 function buildBusinessOverviewInferredFacts(derived) {
@ -4218,6 +4315,7 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
        let contractUsageProfileResult = null;
        let inventoryOnHandResult = null;
        let inventoryAgingResult = null;
        let inventoryQualityEventsResult = null;
        const valueFilters = buildValueFlowFilters(planner);
        const lifecycleFilters = buildLifecycleFilters(planner);
        const profileFilters = buildBusinessOverviewProfileFilters(planner);
@ -4227,6 +4325,7 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
        const debtFilters = buildBusinessOverviewDebtFilters(planner);
        const debtDueDateAgingProbeEnabled = shouldRunDebtDueDateAgingProbe(planner);
        const inventoryFilters = buildBusinessOverviewInventoryFilters(planner);
        const inventoryQualityEventsProbeEnabled = shouldRunInventoryQualityEventsProbe(planner);
        const debtAsOfDate = toNonEmptyString(debtFilters?.as_of_date);
        const inventoryAsOfDate = toNonEmptyString(inventoryFilters?.as_of_date);
        const incomingSelection = (0, addressRecipeCatalog_1.selectAddressRecipe)("customer_revenue_and_payments", valueFilters);
@ -4262,6 +4361,9 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
        const inventoryAgingSelection = inventoryFilters
            ? (0, addressRecipeCatalog_1.selectAddressRecipe)("inventory_aging_by_purchase_date", inventoryFilters)
            : null;
        const inventoryQualityEventsSelection = inventoryQualityEventsProbeEnabled
            ? (0, addressRecipeCatalog_1.selectAddressRecipe)("inventory_quality_events_for_organization", inventoryFilters ?? buildBusinessOverviewProfileFilters(planner))
            : null;
        if (!incomingSelection.selected_recipe || !outgoingSelection.selected_recipe || !lifecycleSelection.selected_recipe) {
            pushReason(reasonCodes, "pilot_business_overview_recipe_not_available");
            const missing = [
@ -4389,6 +4491,16 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
            pushReason(reasonCodes, "pilot_business_overview_inventory_recipe_not_available");
            pushUnique(queryLimitations, "Business overview inventory-position probe requires an executable inventory on-hand as-of-date recipe");
        }
        if (inventoryQualityEventsSelection?.selected_recipe) {
            pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_recipe_selected");
        }
        else if (!inventoryQualityEventsProbeEnabled) {
            pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_probe_skipped_without_boundary_need");
        }
        else {
            pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_recipe_not_available");
            pushUnique(queryLimitations, "Business overview inventory quality probe requires an executable inventory quality-events recipe");
        }
        for (const step of dryRun.execution_steps) {
            if (step.primitive_id === "query_movements") {
                const incomingExecution = await executeCoverageAwareValueFlowQuery({
@ -4622,6 +4734,16 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
                    });
                    probeResults.push(queryResultToProbeResult(step.primitive_id, contractUsageProfileResult));
                }
                if (inventoryQualityEventsSelection?.selected_recipe) {
                    const inventoryQualityEventsFilters = inventoryFilters ?? buildBusinessOverviewProfileFilters(planner);
                    const inventoryQualityEventsPlan = (0, addressRecipeCatalog_1.buildAddressRecipePlan)(inventoryQualityEventsSelection.selected_recipe, inventoryQualityEventsFilters);
                    inventoryQualityEventsResult = await runtimeDeps.executeAddressMcpQuery({
                        query: inventoryQualityEventsPlan.query,
                        limit: inventoryQualityEventsPlan.limit,
                        account_scope: inventoryQualityEventsPlan.account_scope
                    });
                    probeResults.push(queryResultToProbeResult(step.primitive_id, inventoryQualityEventsResult));
                }
                if (lifecycleResult.error) {
                    pushUnique(queryLimitations, lifecycleResult.error);
                    pushReason(reasonCodes, "pilot_business_overview_query_documents_mcp_error");
@ -4657,6 +4779,13 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
                else if (contractUsageProfileResult) {
                    pushReason(reasonCodes, "pilot_business_overview_contract_usage_profile_query_mcp_executed");
                }
                if (inventoryQualityEventsResult?.error) {
                    pushUnique(queryLimitations, inventoryQualityEventsResult.error);
                    pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_query_mcp_error");
                }
                else if (inventoryQualityEventsResult) {
                    pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_query_mcp_executed");
                }
                continue;
            }
            skippedPrimitives.push(step.primitive_id);
@ -4679,6 +4808,7 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
            debtAsOfDate,
            inventoryOnHandResult,
            inventoryAgingResult,
            inventoryQualityEventsResult,
            inventoryAsOfDate,
            organizationScope,
            periodScope: dateScope
@ -4744,6 +4874,10 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
            if (derivedBusinessOverview.inventory_staleness_risk_proxy) {
                pushReason(reasonCodes, "pilot_derived_business_overview_inventory_staleness_risk_proxy_from_confirmed_rows");
            }
            if (derivedBusinessOverview.inventory_quality_events) {
                pushReason(reasonCodes, "pilot_derived_business_overview_inventory_quality_events_from_reviewed_rows");
                pushReason(reasonCodes, `pilot_derived_business_overview_inventory_quality_events_${derivedBusinessOverview.inventory_quality_events.evidence_status}`);
            }
            if (derivedBusinessOverview.missing_proof_families.length > 0) {
                pushReason(reasonCodes, "pilot_business_overview_missing_proof_families_recorded");
            }
@ -4763,7 +4897,8 @@ async function executeAssistantMcpDiscoveryPilot(planner, deps = DEFAULT_DEPS) {
            counterpartyProfileResult,
            contractUsageProfileResult,
            inventoryOnHandResult,
-            inventoryAgingResult
+            inventoryAgingResult,
            inventoryQualityEventsResult
        });
        const evidence = (0, assistantMcpDiscoveryPolicy_1.resolveAssistantMcpDiscoveryEvidence)({
            plan: planner.discovery_plan,
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
@ -830,10 +830,18 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
    }
    if (inventoryReserveBoundary) {
        const headline = toNonEmptyString(draft.headline);
        const inventoryQualityEvents = toRecordObject(overview.inventory_quality_events);
        const cleanHeadline = headline?.replace(/^Коротко:\s*/iu, "").trim();
        lines.push(cleanHeadline
            ? `Коротко: ${localizeLine(cleanHeadline)}`
            : "Коротко: точно подтвердить резерв под неликвиды по текущим данным нельзя.");
        if (inventoryQualityEvents) {
            if (limitLine) {
                lines.push(limitLine);
            }
            const reply = lines.join("\n").trim();
            return reply.length > 0 && !hasInternalMechanics(reply) ? reply : null;
        }
        const boundaryLines = userFacingLines([
            ...toStringList(draft.unknown_lines),
            ...toStringList(draft.limitation_lines)
--- a/llm_normalizer/backend/src/services/addressRecipeCatalog.ts
+++ b/llm_normalizer/backend/src/services/addressRecipeCatalog.ts
@ -296,6 +296,62 @@ const INVENTORY_ON_HAND_AS_OF_QUERY_TEMPLATE = `
    Количество __ORDER_DIRECTION__
 `;
 const INVENTORY_QUALITY_EVENTS_QUERY_TEMPLATE = `
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Списание.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Списание.Ссылка) КАК Регистратор,
    "Списание товаров" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Списание.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Списание.Склад) КАК Склад,
    Списание.СуммаДокумента КАК Сумма,
    Списание.Основание КАК Основание,
    Списание.Комментарий КАК Комментарий
 ИЗ
    Документ.СписаниеТоваров КАК Списание
 __WHERE_WRITE_OFF__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Оприходование.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Ссылка) КАК Регистратор,
    "Оприходование товаров" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Оприходование.Склад) КАК Склад,
    Оприходование.СуммаДокумента КАК Сумма,
    Оприходование.Основание КАК Основание,
    Оприходование.Комментарий КАК Комментарий
 ИЗ
    Документ.ОприходованиеТоваров КАК Оприходование
 __WHERE_RECEIPT__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Инвентаризация.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Ссылка) КАК Регистратор,
    "Инвентаризация товаров на складе" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Инвентаризация.Склад) КАК Склад,
    0 КАК Сумма,
    Инвентаризация.ПричинаПроведенияИнвентаризации КАК Основание,
    Инвентаризация.Комментарий КАК Комментарий
 ИЗ
    Документ.ИнвентаризацияТоваровНаСкладе КАК Инвентаризация
 __WHERE_INVENTORY_COUNT__
 ОБЪЕДИНИТЬ ВСЕ
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    Переоценка.Дата КАК Период,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Ссылка) КАК Регистратор,
    "Переоценка товаров в рознице" КАК ТипСобытия,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Организация) КАК Организация,
    ПРЕДСТАВЛЕНИЕ(Переоценка.Склад) КАК Склад,
    0 КАК Сумма,
    "" КАК Основание,
    Переоценка.Комментарий КАК Комментарий
 ИЗ
    Документ.ПереоценкаТоваровВРознице КАК Переоценка
 __WHERE_REVALUATION__
 УПОРЯДОЧИТЬ ПО
    Период __ORDER_DIRECTION__
 `;
 const BANK_DOCS_QUERY_TEMPLATE = `
 ВЫБРАТЬ ПЕРВЫЕ __LIMIT__
    БанкСписание.Дата КАК Период,
@ -958,6 +1014,16 @@ const BASE_RECIPES: AddressRecipeDefinition[] = [
    account_scope_mode: "strict",
    query_template: "inventory_aging_by_purchase_date_profile"
  },
  {
    recipe_id: "address_inventory_quality_events_for_organization_v1",
    intent: "inventory_quality_events_for_organization",
    purpose: "Check posted inventory quality event documents: write-offs, stocktaking, receipt adjustments, and retail revaluation",
    required_filters: [],
    optional_filters: ["as_of_date", "period_from", "period_to", "organization", "warehouse", "limit", "sort"],
    default_limit: 400,
    account_scope_mode: "preferred",
    query_template: "inventory_quality_events_profile"
  },
  {
    recipe_id: "address_open_contracts_confirmed_as_of_date_v1",
    intent: "open_contracts_confirmed_as_of_date",
@ -1432,6 +1498,77 @@ function buildInventoryMovementQuery(
    .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
 function buildWarehouseReferenceCondition(filters: AddressFilterSet, fieldPaths: string[]): string | null {
  const warehouse = typeof filters.warehouse === "string" ? filters.warehouse.trim() : "";
  if (!warehouse) {
    return null;
  }
  const tokens = Array.from(
    new Set(
      warehouse
        .split(/[^A-Za-zА-Яа-яЁё0-9]+/u)
        .map((token) => token.trim())
        .filter((token) => token.length >= 3)
        .filter((token) => !["склад", "warehouse"].includes(token.toLowerCase()))
    )
  );
  const effectiveTokens = tokens.length > 0 ? tokens : [warehouse];
  const clauses = fieldPaths
    .map((fieldPath) => String(fieldPath ?? "").trim())
    .filter((fieldPath) => fieldPath.length > 0)
    .map((fieldPath) => {
      const tokenConditions = effectiveTokens.map((token) => {
        const escapedToken = toQueryStringLiteral(token);
        return `${fieldPath}.Наименование ПОДОБНО "%${escapedToken}%"`;
      });
      return tokenConditions.length === 1 ? tokenConditions[0] : `(${tokenConditions.join(" И ")})`;
    });
  if (clauses.length === 0) {
    return null;
  }
  return clauses.length === 1 ? clauses[0] : `(${clauses.join(" ИЛИ ")})`;
 }
 function buildInventoryQualityDocumentWhereClause(
  filters: AddressFilterSet,
  dateFieldPath: string,
  organizationFieldPath: string,
  warehouseFieldPath: string
 ): string {
  return buildWhereClause(filters, dateFieldPath, [
    `${dateFieldPath.replace(/\.Дата$/u, ".Проведен")} = ИСТИНА`,
    buildOrganizationReferenceCondition(filters, [organizationFieldPath]),
    buildWarehouseReferenceCondition(filters, [warehouseFieldPath])
  ].filter((item): item is string => Boolean(item)));
 }
 function buildInventoryQualityEventsQuery(filters: AddressFilterSet, resolvedLimit: number): string {
  return INVENTORY_QUALITY_EVENTS_QUERY_TEMPLATE
    .replaceAll("__LIMIT__", String(resolvedLimit))
    .replace(
      "__WHERE_WRITE_OFF__",
      buildInventoryQualityDocumentWhereClause(filters, "Списание.Дата", "Списание.Организация", "Списание.Склад")
    )
    .replace(
      "__WHERE_RECEIPT__",
      buildInventoryQualityDocumentWhereClause(filters, "Оприходование.Дата", "Оприходование.Организация", "Оприходование.Склад")
    )
    .replace(
      "__WHERE_INVENTORY_COUNT__",
      buildInventoryQualityDocumentWhereClause(
        filters,
        "Инвентаризация.Дата",
        "Инвентаризация.Организация",
        "Инвентаризация.Склад"
      )
    )
    .replace(
      "__WHERE_REVALUATION__",
      buildInventoryQualityDocumentWhereClause(filters, "Переоценка.Дата", "Переоценка.Организация", "Переоценка.Склад")
    )
    .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
 function buildInventoryItemReferenceCondition(filters: AddressFilterSet, fieldPaths: string[]): string | null {
  const item = typeof filters.item === "string" ? filters.item.trim() : "";
  if (!item) {
@ -1783,6 +1920,7 @@ function maxLimitForIntent(intent: AddressIntent): number {
    intent === "inventory_profitability_for_item" ||
    intent === "inventory_purchase_to_sale_chain" ||
    intent === "inventory_aging_by_purchase_date" ||
    intent === "inventory_quality_events_for_organization" ||
    intent === "open_contracts_confirmed_as_of_date" ||
    intent === "list_contracts_by_counterparty" ||
    intent === "list_documents_by_counterparty" ||
@ -2037,6 +2175,8 @@ export function buildAddressRecipePlan(
        ? 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"
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryAnswerAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryAnswerAdapter.ts
@ -510,6 +510,9 @@ function isVendorRiskBoundaryTurn(pilot: AssistantMcpDiscoveryPilotExecutionCont
 }
 function businessOverviewInventoryUnknownLabel(overview: BusinessOverview): string {
  if (overview.inventory_quality_events) {
    return "рыночная ликвидационная стоимость и управленческий резерв склада";
  }
  if (overview.inventory_staleness_risk_proxy) {
    return "резервы/списания/ликвидационная стоимость склада";
  }
@ -764,6 +767,26 @@ function businessOverviewVendorProcurementQualityText(overview: BusinessOverview
  return `Procurement-concentration route за ${period} отработал по исходящим платежам на ${total}, но надежной небанковской концентрации поставщика по найденным строкам не хватает.${contractText} Полный vendor-risk аудит не подтвержден.`;
 }
 function businessOverviewInventoryQualityEventsText(overview: BusinessOverview): string | null {
  const quality = overview.inventory_quality_events;
  if (!quality) {
    return null;
  }
  const period = quality.period_scope ?? "проверенное окно";
  const organization = overview.organization_scope ? ` по организации ${overview.organization_scope}` : "";
  const eventWindow =
    quality.first_event_date && quality.latest_event_date
      ? ` Окно найденных событий: ${quality.first_event_date} - ${quality.latest_event_date}.`
      : "";
  if (quality.evidence_status === "reviewed_no_quality_events_found") {
    return `Коротко: проверил складские документы списания, оприходования, инвентаризации и переоценки${organization} за ${period}; подтвержденных событий списания/корректировки/инвентаризации/переоценки не найдено. Это сильный отрицательный сигнал по доступным документам 1С, но не рыночная ликвидационная стоимость и не управленческий резерв под неликвиды.`;
  }
  if (quality.evidence_status === "reviewed_inventory_control_events_only") {
    return `Коротко: проверил складские quality-события${organization} за ${period}; списаний и оприходований/корректировок с суммой не найдено, но есть инвентаризации ${quality.inventory_count_rows} и переоценки ${quality.revaluation_rows}.${eventWindow} Это контрольные складские документы, а не подтвержденный резерв или рыночная ликвидационная оценка.`;
  }
  return `Коротко: проверил складские quality-события${organization} за ${period}; списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}.${eventWindow} Это подтвержденные документы 1С по складским событиям, но не самостоятельная рыночная ликвидационная стоимость и не расчет управленческого резерва.`;
 }
 function headlineFor(mode: AssistantMcpDiscoveryAnswerMode, pilot: AssistantMcpDiscoveryPilotExecutionContract): string {
  const askedMonthlyBreakdown =
    pilot.derived_bidirectional_value_flow?.aggregation_axis === "month" ||
@ -797,6 +820,10 @@ function headlineFor(mode: AssistantMcpDiscoveryAnswerMode, pilot: AssistantMcpD
      return "Нельзя точно определить, какая дебиторка просрочена, по текущему срезу 1С; есть только debt-quality proxy, но нет проверенного due-date маршрута по договорам, срокам оплаты и погашению расчетов.";
    }
    if (isInventoryReserveBoundaryTurn(pilot)) {
      const inventoryQualityEventsText = businessOverviewInventoryQualityEventsText(overview);
      if (inventoryQualityEventsText) {
        return inventoryQualityEventsText;
      }
      const inventoryBasis = overview.inventory_staleness_risk_proxy
        ? "есть только складской staleness-risk proxy по найденным строкам"
        : overview.inventory_position || overview.inventory_turnover_proxy
@ -870,6 +897,9 @@ function headlineFor(mode: AssistantMcpDiscoveryAnswerMode, pilot: AssistantMcpD
    if (overview.inventory_staleness_risk_proxy) {
      families.push("staleness risk proxy склада");
    }
    if (overview.inventory_quality_events) {
      families.push("складские quality-события");
    }
    const unknownFamilies = overview.accounting_financial_result
      ? ["аудированная/юридически подтвержденная прибыль"]
      : [overview.trading_margin_proxy ? "чистая прибыль/точная маржа" : "прибыль/маржа"];
@ -1101,6 +1131,9 @@ function buildMustNotClaim(pilot: AssistantMcpDiscoveryPilotExecutionContract):
    claims.push("Do not present an inventory snapshot or purchase-date aging signal as turnover, obsolescence, liquidation value, or full inventory health.");
    claims.push("Do not present business overview inventory turnover proxy as full inventory liquidity, FIFO turnover, obsolescence analysis, or liquidation value.");
    claims.push("Do not present business overview inventory staleness risk proxy as confirmed obsolete stock, reserve, write-off, or liquidation value.");
    if (pilot.derived_business_overview?.inventory_quality_events) {
      claims.push("Do not present reviewed inventory quality events as confirmed obsolete stock, reserve policy, market liquidation value, management reserve, or full inventory health.");
    }
    if (
      pilot.derived_business_overview?.top_customers?.some(isFinancialInstitutionBucket) ||
      pilot.derived_business_overview?.top_suppliers?.some(isFinancialInstitutionBucket)
@ -1676,6 +1709,10 @@ function derivedBusinessOverviewConfirmedLines(pilot: AssistantMcpDiscoveryPilot
      `Staleness risk proxy склада на ${proxy.as_of_date}: самая ранняя дата закупочного сигнала ${proxy.oldest_purchase_date}, возраст ${proxy.max_purchase_age_days} дн., sales-to-stock ${proxy.sales_to_stock_amount_ratio}x, оценка ${inventoryStalenessRiskBandRu(proxy.risk_band)}. Это не подтвержденная неликвидность, не резерв и не ликвидационная стоимость.`
    );
  }
  const inventoryQualityEventsText = businessOverviewInventoryQualityEventsText(overview);
  if (inventoryQualityEventsText) {
    lines.push(inventoryQualityEventsText.replace(/^Коротко:\s*/u, ""));
  }
  return lines;
 }
@ -1858,6 +1895,16 @@ function businessOverviewRiskSynthesisLine(overview: BusinessOverview): string |
      `staleness risk proxy склада: ${inventoryStalenessRiskBandRu(overview.inventory_staleness_risk_proxy.risk_band)}, возраст ${overview.inventory_staleness_risk_proxy.max_purchase_age_days} дн.`
    );
  }
  if (overview.inventory_quality_events) {
    const quality = overview.inventory_quality_events;
    if (quality.evidence_status === "reviewed_no_quality_events_found") {
      signals.push("складские quality-события: документы списания, оприходования, инвентаризации и переоценки проверены, подтвержденных событий не найдено");
    } else {
      signals.push(
        `складские quality-события: списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}`
      );
    }
  }
  return signals.length > 0
    ? `Риски и контуры внимания по подтвержденным данным: ${signals.join("; ")}.`
    : null;
@ -1873,7 +1920,8 @@ function businessOverviewExecutiveVerdictLine(overview: BusinessOverview): strin
    overview.debt_staleness_risk_proxy ||
    overview.inventory_position ||
    overview.inventory_turnover_proxy ||
-    overview.inventory_staleness_risk_proxy
+    overview.inventory_staleness_risk_proxy ||
    overview.inventory_quality_events
  );
  const hasOperationalProfileSignal = Boolean(
    overview.document_activity_profile || overview.counterparty_profile || overview.contract_usage_profile
@ -2020,6 +2068,10 @@ export function buildAssistantMcpDiscoveryAnswerDraft(
  if (pilot.derived_business_overview?.inventory_staleness_risk_proxy) {
    pushReason(reasonCodes, "answer_contains_business_overview_inventory_staleness_risk_proxy");
  }
  if (pilot.derived_business_overview?.inventory_quality_events) {
    pushReason(reasonCodes, "answer_contains_business_overview_inventory_quality_events");
    pushReason(reasonCodes, `answer_contains_business_overview_inventory_quality_events_${pilot.derived_business_overview.inventory_quality_events.evidence_status}`);
  }
  if (pilot.derived_business_overview?.missing_proof_families?.length) {
    pushReason(reasonCodes, "answer_contains_business_overview_missing_proof_ledger");
  }
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryPilotExecutor.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryPilotExecutor.ts
@ -265,6 +265,7 @@ export interface AssistantMcpDiscoveryDerivedBusinessOverview {
  inventory_position: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryPosition | null;
  inventory_turnover_proxy: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryTurnoverProxy | null;
  inventory_staleness_risk_proxy: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryStalenessRiskProxy | null;
  inventory_quality_events: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryQualityEvents | null;
  document_activity_profile: AssistantMcpDiscoveryDerivedBusinessOverviewDocumentActivityProfile | null;
  counterparty_profile: AssistantMcpDiscoveryDerivedBusinessOverviewCounterpartyProfile | null;
  contract_usage_profile: AssistantMcpDiscoveryDerivedBusinessOverviewContractUsageProfile | null;
@ -521,6 +522,26 @@ export interface AssistantMcpDiscoveryDerivedBusinessOverviewInventoryStalenessR
  inference_basis: "purchase_date_age_and_sales_to_stock_proxy_confirmed_1c_rows";
 }
 export interface AssistantMcpDiscoveryDerivedBusinessOverviewInventoryQualityEvents {
  period_scope: string | null;
  rows_matched: number;
  writeoff_rows: number;
  writeoff_amount: number;
  writeoff_amount_human_ru: string;
  receipt_adjustment_rows: number;
  receipt_adjustment_amount: number;
  receipt_adjustment_amount_human_ru: string;
  inventory_count_rows: number;
  revaluation_rows: number;
  first_event_date: string | null;
  latest_event_date: string | null;
  evidence_status:
    | "reviewed_no_quality_events_found"
    | "reviewed_writeoff_or_adjustment_events_found"
    | "reviewed_inventory_control_events_only";
  inference_basis: "inventory_quality_documents_confirmed_1c_rows";
 }
 export interface AssistantMcpDiscoveryDerivedMetadataSurface {
  metadata_scope: string | null;
  requested_meta_types: string[];
@ -829,6 +850,17 @@ function shouldRunDebtDueDateAgingProbe(planner: AssistantMcpDiscoveryPlannerCon
  return /(?:debt_due_date_boundary|due[-_ ]?date|overdue|aging|просроч|срок\s+оплат|дебиторк|кредиторск)/iu.test(combined);
 }
 function shouldRunInventoryQualityEventsProbe(planner: AssistantMcpDiscoveryPlannerContract): boolean {
  const actionFamily = toNonEmptyString(planner.data_need_graph?.action_family);
  const turnActionFamily = toNonEmptyString(planner.discovery_plan.turn_meaning_ref?.asked_action_family);
  const unsupportedFamily = toNonEmptyString(planner.discovery_plan.turn_meaning_ref?.unsupported_but_understood_family);
  const proofExpectation = toNonEmptyString(planner.data_need_graph?.proof_expectation);
  const combined = [actionFamily, turnActionFamily, unsupportedFamily, proofExpectation]
    .filter((item): item is string => Boolean(item))
    .join(" ");
  return /(?:inventory_reserve|reserve_liquidation|liquidation|write[-_ ]?off|obsolete|obsolescence|inventory_reserve_liquidation_quality|резерв|списан|ликвидац|неликвид|обесцен)/iu.test(combined);
 }
 function buildBusinessOverviewInventoryFilters(planner: AssistantMcpDiscoveryPlannerContract): AddressFilterSet | null {
  const meaning = planner.discovery_plan.turn_meaning_ref;
  const organization = toNonEmptyString(meaning?.explicit_organization_scope);
@ -4148,6 +4180,79 @@ function deriveBusinessOverviewInventoryStalenessRiskProxy(input: {
  };
 }
 function rowInventoryQualityEventType(row: Record<string, unknown>): string {
  return rowTextValue(row, ["ТипСобытия", "EventType", "event_type", "Регистратор", "Registrator", "registrator"]) ?? "";
 }
 function deriveBusinessOverviewInventoryQualityEvents(input: {
  inventoryQualityEventsResult: AddressMcpQueryExecutorResult | null;
  periodScope: string | null;
 }): AssistantMcpDiscoveryDerivedBusinessOverviewInventoryQualityEvents | null {
  const result = input.inventoryQualityEventsResult;
  if (!result || result.error) {
    return null;
  }
  let writeoffRows = 0;
  let writeoffAmount = 0;
  let receiptAdjustmentRows = 0;
  let receiptAdjustmentAmount = 0;
  let inventoryCountRows = 0;
  let revaluationRows = 0;
  const eventDates: string[] = [];
  for (const row of result.rows) {
    const eventType = rowInventoryQualityEventType(row);
    const amount = rowAmountValue(row) ?? 0;
    const date = rowDateValue(row);
    if (date) {
      eventDates.push(date);
    }
    if (/списан|write[-_ ]?off/iu.test(eventType)) {
      writeoffRows += 1;
      writeoffAmount += amount;
      continue;
    }
    if (/оприход|receipt|positive/i.test(eventType)) {
      receiptAdjustmentRows += 1;
      receiptAdjustmentAmount += amount;
      continue;
    }
    if (/инвентаризац|stocktaking|inventory count/i.test(eventType)) {
      inventoryCountRows += 1;
      continue;
    }
    if (/переоцен|revaluation/i.test(eventType)) {
      revaluationRows += 1;
    }
  }
  const sortedDates = eventDates.sort((left, right) => left.localeCompare(right));
  const evidenceStatus: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryQualityEvents["evidence_status"] =
    writeoffRows > 0 || receiptAdjustmentRows > 0
      ? "reviewed_writeoff_or_adjustment_events_found"
      : inventoryCountRows > 0 || revaluationRows > 0
        ? "reviewed_inventory_control_events_only"
        : "reviewed_no_quality_events_found";
  return {
    period_scope: input.periodScope,
    rows_matched: result.matched_rows,
    writeoff_rows: writeoffRows,
    writeoff_amount: writeoffAmount,
    writeoff_amount_human_ru: formatAmountHumanRu(writeoffAmount),
    receipt_adjustment_rows: receiptAdjustmentRows,
    receipt_adjustment_amount: receiptAdjustmentAmount,
    receipt_adjustment_amount_human_ru: formatAmountHumanRu(receiptAdjustmentAmount),
    inventory_count_rows: inventoryCountRows,
    revaluation_rows: revaluationRows,
    first_event_date: sortedDates[0] ?? null,
    latest_event_date: sortedDates[sortedDates.length - 1] ?? null,
    evidence_status: evidenceStatus,
    inference_basis: "inventory_quality_documents_confirmed_1c_rows"
  };
 }
 function deriveBusinessOverviewVendorProcurementQuality(input: {
  rankedOutgoing: AssistantMcpDiscoveryDerivedRankedValueFlow | null;
  outgoing: AssistantMcpDiscoveryValueFlowSideSummary;
@ -4226,6 +4331,7 @@ function buildBusinessOverviewMissingProofFamilies(input: {
  inventoryPosition: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryPosition | null;
  inventoryTurnoverProxy: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryTurnoverProxy | null;
  inventoryStalenessRiskProxy: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryStalenessRiskProxy | null;
  inventoryQualityEvents: AssistantMcpDiscoveryDerivedBusinessOverviewInventoryQualityEvents | null;
  vendorProcurementQuality: AssistantMcpDiscoveryDerivedBusinessOverviewVendorProcurementQuality | null;
  hasSupplierConcentrationSignal: boolean;
 }): AssistantMcpDiscoveryBusinessOverviewMissingProofFamily[] {
@ -4267,12 +4373,12 @@ function buildBusinessOverviewMissingProofFamilies(input: {
    });
  }
-  if (
+  if ((
    missing.has("inventory_position") ||
    missing.has("inventory_turnover_quality") ||
    missing.has("inventory_liquidity_quality") ||
    missing.has("inventory_reserve_liquidation_quality")
-  ) {
+  ) && !input.inventoryQualityEvents) {
    pushUnique({
      family: "inventory_reserve_liquidation_quality",
      current_status: input.inventoryStalenessRiskProxy
@ -4322,6 +4428,7 @@ function deriveBusinessOverview(input: {
  debtAsOfDate: string | null;
  inventoryOnHandResult: AddressMcpQueryExecutorResult | null;
  inventoryAgingResult: AddressMcpQueryExecutorResult | null;
  inventoryQualityEventsResult: AddressMcpQueryExecutorResult | null;
  inventoryAsOfDate: string | null;
  organizationScope: string | null;
  periodScope: string | null;
@ -4390,6 +4497,10 @@ function deriveBusinessOverview(input: {
    inventoryPosition,
    inventoryTurnoverProxy
  });
  const inventoryQualityEvents = deriveBusinessOverviewInventoryQualityEvents({
    inventoryQualityEventsResult: input.inventoryQualityEventsResult,
    periodScope: input.periodScope
  });
  const vendorProcurementQuality = deriveBusinessOverviewVendorProcurementQuality({
    rankedOutgoing,
    outgoing,
@ -4414,6 +4525,7 @@ function deriveBusinessOverview(input: {
    Boolean(inventoryPosition),
    Boolean(inventoryTurnoverProxy),
    Boolean(inventoryStalenessRiskProxy),
    Boolean(inventoryQualityEvents),
    Boolean(vendorProcurementQuality)
  ].filter(Boolean).length;
  if (checkedSignalCount <= 0) {
@ -4430,7 +4542,9 @@ function deriveBusinessOverview(input: {
    debtDueDateAging ? null : debtOpenSettlementQuality ? "debt_due_date_aging_quality" : "debt_open_settlement_quality",
    taxPosition ? null : "tax_position",
    inventoryPosition
-      ? inventoryStalenessRiskProxy
+      ? inventoryQualityEvents
        ? null
        : inventoryStalenessRiskProxy
        ? "inventory_reserve_liquidation_quality"
        : inventoryTurnoverProxy
          ? "inventory_liquidity_quality"
@ -4448,6 +4562,7 @@ function deriveBusinessOverview(input: {
    inventoryPosition,
    inventoryTurnoverProxy,
    inventoryStalenessRiskProxy,
    inventoryQualityEvents,
    vendorProcurementQuality,
    hasSupplierConcentrationSignal: (rankedOutgoing?.ranked_values.length ?? 0) > 0
  });
@ -4473,6 +4588,7 @@ function deriveBusinessOverview(input: {
    inventory_position: inventoryPosition,
    inventory_turnover_proxy: inventoryTurnoverProxy,
    inventory_staleness_risk_proxy: inventoryStalenessRiskProxy,
    inventory_quality_events: inventoryQualityEvents,
    document_activity_profile: documentActivityProfile,
    counterparty_profile: counterpartyProfile,
    contract_usage_profile: contractUsageProfile,
@ -4483,7 +4599,7 @@ function deriveBusinessOverview(input: {
    missing_signal_families: missingSignalFamilies,
    missing_proof_families: missingProofFamilies,
    inference_basis:
-      hasBusinessOverviewProfileSignal || inventoryPosition || accountingFinancialResult
+      hasBusinessOverviewProfileSignal || inventoryPosition || inventoryQualityEvents || accountingFinancialResult
        ? "business_overview_from_confirmed_1c_multi_family_rows"
        : debtOpenSettlementQuality || debtDueDateAging
          ? "business_overview_from_confirmed_1c_multi_family_rows"
@ -4513,6 +4629,7 @@ function summarizeBusinessOverviewRows(input: {
  contractUsageProfileResult: AddressMcpQueryExecutorResult | null;
  inventoryOnHandResult: AddressMcpQueryExecutorResult | null;
  inventoryAgingResult: AddressMcpQueryExecutorResult | null;
  inventoryQualityEventsResult: AddressMcpQueryExecutorResult | null;
 }): string | null {
  const parts: string[] = [];
  if (input.incomingResult && !input.incomingResult.error) {
@ -4560,6 +4677,9 @@ function summarizeBusinessOverviewRows(input: {
  if (input.inventoryAgingResult && !input.inventoryAgingResult.error) {
    parts.push(`${input.inventoryAgingResult.fetched_rows} inventory aging rows fetched, ${input.inventoryAgingResult.matched_rows} matched`);
  }
  if (input.inventoryQualityEventsResult && !input.inventoryQualityEventsResult.error) {
    parts.push(`${input.inventoryQualityEventsResult.fetched_rows} inventory quality-event rows fetched, ${input.inventoryQualityEventsResult.matched_rows} matched`);
  }
  return parts.length > 0 ? parts.join("; ") : null;
 }
@ -4780,6 +4900,22 @@ function buildBusinessOverviewConfirmedFacts(derived: AssistantMcpDiscoveryDeriv
      `Staleness risk proxy склада на ${proxy.as_of_date}: самая ранняя дата закупочного сигнала ${proxy.oldest_purchase_date}, возраст ${proxy.max_purchase_age_days} дн., sales-to-stock ${proxy.sales_to_stock_amount_ratio}x, оценка ${inventoryStalenessRiskBandRu(proxy.risk_band)}. Это не подтвержденная неликвидность, не резерв и не ликвидационная стоимость.`
    );
  }
  if (derived.inventory_quality_events) {
    const quality = derived.inventory_quality_events;
    const eventWindow =
      quality.first_event_date && quality.latest_event_date
        ? ` Окно найденных событий: ${quality.first_event_date} — ${quality.latest_event_date}.`
        : "";
    if (quality.evidence_status === "reviewed_no_quality_events_found") {
      facts.push(
        `Reviewed inventory quality route проверил складские документы списания, оприходования, инвентаризации и переоценки${period}: подтвержденных событий не найдено. Это проверенный отрицательный результат по доступным документам, но не рыночная ликвидационная оценка и не управленческий резерв.`
      );
    } else {
      facts.push(
        `Reviewed inventory quality route проверил складские документы${period}: списаний ${quality.writeoff_rows} на ${quality.writeoff_amount_human_ru}, оприходований/корректировок ${quality.receipt_adjustment_rows} на ${quality.receipt_adjustment_amount_human_ru}, инвентаризаций ${quality.inventory_count_rows}, переоценок ${quality.revaluation_rows}.${eventWindow} Это подтвержденные документы 1С, но не самостоятельная рыночная ликвидационная стоимость.`
      );
    }
  }
  return facts;
 }
@ -5616,6 +5752,7 @@ export async function executeAssistantMcpDiscoveryPilot(
    let contractUsageProfileResult: AddressMcpQueryExecutorResult | null = null;
    let inventoryOnHandResult: AddressMcpQueryExecutorResult | null = null;
    let inventoryAgingResult: AddressMcpQueryExecutorResult | null = null;
    let inventoryQualityEventsResult: AddressMcpQueryExecutorResult | null = null;
    const valueFilters = buildValueFlowFilters(planner);
    const lifecycleFilters = buildLifecycleFilters(planner);
    const profileFilters = buildBusinessOverviewProfileFilters(planner);
@ -5625,6 +5762,7 @@ export async function executeAssistantMcpDiscoveryPilot(
    const debtFilters = buildBusinessOverviewDebtFilters(planner);
    const debtDueDateAgingProbeEnabled = shouldRunDebtDueDateAgingProbe(planner);
    const inventoryFilters = buildBusinessOverviewInventoryFilters(planner);
    const inventoryQualityEventsProbeEnabled = shouldRunInventoryQualityEventsProbe(planner);
    const debtAsOfDate = toNonEmptyString(debtFilters?.as_of_date);
    const inventoryAsOfDate = toNonEmptyString(inventoryFilters?.as_of_date);
    const incomingSelection = selectAddressRecipe("customer_revenue_and_payments", valueFilters);
@ -5660,6 +5798,9 @@ export async function executeAssistantMcpDiscoveryPilot(
    const inventoryAgingSelection = inventoryFilters
      ? selectAddressRecipe("inventory_aging_by_purchase_date", inventoryFilters)
      : null;
    const inventoryQualityEventsSelection = inventoryQualityEventsProbeEnabled
      ? selectAddressRecipe("inventory_quality_events_for_organization", inventoryFilters ?? buildBusinessOverviewProfileFilters(planner))
      : null;
    if (!incomingSelection.selected_recipe || !outgoingSelection.selected_recipe || !lifecycleSelection.selected_recipe) {
      pushReason(reasonCodes, "pilot_business_overview_recipe_not_available");
@ -5771,6 +5912,14 @@ export async function executeAssistantMcpDiscoveryPilot(
      pushReason(reasonCodes, "pilot_business_overview_inventory_recipe_not_available");
      pushUnique(queryLimitations, "Business overview inventory-position probe requires an executable inventory on-hand as-of-date recipe");
    }
    if (inventoryQualityEventsSelection?.selected_recipe) {
      pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_recipe_selected");
    } else if (!inventoryQualityEventsProbeEnabled) {
      pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_probe_skipped_without_boundary_need");
    } else {
      pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_recipe_not_available");
      pushUnique(queryLimitations, "Business overview inventory quality probe requires an executable inventory quality-events recipe");
    }
    for (const step of dryRun.execution_steps) {
      if (step.primitive_id === "query_movements") {
        const incomingExecution = await executeCoverageAwareValueFlowQuery({
@ -6007,6 +6156,19 @@ export async function executeAssistantMcpDiscoveryPilot(
          });
          probeResults.push(queryResultToProbeResult(step.primitive_id, contractUsageProfileResult));
        }
        if (inventoryQualityEventsSelection?.selected_recipe) {
          const inventoryQualityEventsFilters = inventoryFilters ?? buildBusinessOverviewProfileFilters(planner);
          const inventoryQualityEventsPlan = buildAddressRecipePlan(
            inventoryQualityEventsSelection.selected_recipe,
            inventoryQualityEventsFilters
          );
          inventoryQualityEventsResult = await runtimeDeps.executeAddressMcpQuery({
            query: inventoryQualityEventsPlan.query,
            limit: inventoryQualityEventsPlan.limit,
            account_scope: inventoryQualityEventsPlan.account_scope
          });
          probeResults.push(queryResultToProbeResult(step.primitive_id, inventoryQualityEventsResult));
        }
        if (lifecycleResult.error) {
          pushUnique(queryLimitations, lifecycleResult.error);
          pushReason(reasonCodes, "pilot_business_overview_query_documents_mcp_error");
@ -6037,6 +6199,12 @@ export async function executeAssistantMcpDiscoveryPilot(
        } else if (contractUsageProfileResult) {
          pushReason(reasonCodes, "pilot_business_overview_contract_usage_profile_query_mcp_executed");
        }
        if (inventoryQualityEventsResult?.error) {
          pushUnique(queryLimitations, inventoryQualityEventsResult.error);
          pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_query_mcp_error");
        } else if (inventoryQualityEventsResult) {
          pushReason(reasonCodes, "pilot_business_overview_inventory_quality_events_query_mcp_executed");
        }
        continue;
      }
@ -6061,6 +6229,7 @@ export async function executeAssistantMcpDiscoveryPilot(
      debtAsOfDate,
      inventoryOnHandResult,
      inventoryAgingResult,
      inventoryQualityEventsResult,
      inventoryAsOfDate,
      organizationScope,
      periodScope: dateScope
@ -6126,6 +6295,10 @@ export async function executeAssistantMcpDiscoveryPilot(
      if (derivedBusinessOverview.inventory_staleness_risk_proxy) {
        pushReason(reasonCodes, "pilot_derived_business_overview_inventory_staleness_risk_proxy_from_confirmed_rows");
      }
      if (derivedBusinessOverview.inventory_quality_events) {
        pushReason(reasonCodes, "pilot_derived_business_overview_inventory_quality_events_from_reviewed_rows");
        pushReason(reasonCodes, `pilot_derived_business_overview_inventory_quality_events_${derivedBusinessOverview.inventory_quality_events.evidence_status}`);
      }
      if (derivedBusinessOverview.missing_proof_families.length > 0) {
        pushReason(reasonCodes, "pilot_business_overview_missing_proof_families_recorded");
      }
@ -6145,7 +6318,8 @@ export async function executeAssistantMcpDiscoveryPilot(
      counterpartyProfileResult,
      contractUsageProfileResult,
      inventoryOnHandResult,
-      inventoryAgingResult
+      inventoryAgingResult,
      inventoryQualityEventsResult
    });
    const evidence = resolveAssistantMcpDiscoveryEvidence({
      plan: planner.discovery_plan,
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
@ -997,12 +997,20 @@ function buildCompactBusinessOverviewReply(
  if (inventoryReserveBoundary) {
    const headline = toNonEmptyString(draft.headline);
    const inventoryQualityEvents = toRecordObject(overview.inventory_quality_events);
    const cleanHeadline = headline?.replace(/^Коротко:\s*/iu, "").trim();
    lines.push(
      cleanHeadline
        ? `Коротко: ${localizeLine(cleanHeadline)}`
        : "Коротко: точно подтвердить резерв под неликвиды по текущим данным нельзя."
    );
    if (inventoryQualityEvents) {
      if (limitLine) {
        lines.push(limitLine);
      }
      const reply = lines.join("\n").trim();
      return reply.length > 0 && !hasInternalMechanics(reply) ? reply : null;
    }
    const boundaryLines = userFacingLines([
      ...toStringList(draft.unknown_lines),
      ...toStringList(draft.limitation_lines)
--- a/llm_normalizer/backend/src/types/addressQuery.ts
+++ b/llm_normalizer/backend/src/types/addressQuery.ts
@ -36,6 +36,7 @@ export type AddressIntent =
  | "inventory_profitability_for_item"
  | "inventory_purchase_to_sale_chain"
  | "inventory_aging_by_purchase_date"
  | "inventory_quality_events_for_organization"
  | "account_balance_snapshot"
  | "open_items_by_counterparty_or_contract"
  | "list_documents_by_counterparty"
@ -204,7 +205,8 @@ export interface AddressRecipeDefinition {
    | "inventory_trading_margin_proxy_profile"
    | "inventory_profitability_profile"
    | "inventory_purchase_to_sale_chain_profile"
-    | "inventory_aging_by_purchase_date_profile";
+    | "inventory_aging_by_purchase_date_profile"
    | "inventory_quality_events_profile";
  required_filters: Array<keyof AddressFilterSet>;
  optional_filters: Array<keyof AddressFilterSet>;
  default_limit: number;
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryAnswerAdapter.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryAnswerAdapter.test.ts
@ -710,10 +710,14 @@ describe("assistant MCP discovery answer adapter", () => {
    const draft = buildAssistantMcpDiscoveryAnswerDraft(pilot);
    expect(draft.headline).toContain(
-      "\u0442\u043e\u0447\u043d\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u044c \u0440\u0435\u0437\u0435\u0440\u0432"
+      "\u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043b \u0441\u043a\u043b\u0430\u0434\u0441\u043a\u0438\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b"
    );
    expect(draft.headline).toContain(
      "\u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043d\u044b\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439"
    );
    expect(draft.headline).toContain(
      "\u043d\u0435 \u0440\u044b\u043d\u043e\u0447\u043d\u0430\u044f \u043b\u0438\u043a\u0432\u0438\u0434\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u044c"
    );
    expect(draft.headline).toContain("\u043d\u0435\u043b\u044c\u0437\u044f");
    expect(draft.headline).toContain("staleness-risk proxy");
    expect(draft.headline).not.toContain("бизнес-обзор");
    expect(draft.must_not_claim).toContain("Do not present business overview inventory staleness risk proxy as confirmed obsolete stock, reserve, write-off, or liquidation value.");
  });
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryRuntimeBridge.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryRuntimeBridge.test.ts
@ -475,7 +475,7 @@ describe("assistant MCP discovery runtime bridge", () => {
    expect(userFacing).not.toContain("MCP discovery pilot");
  });
-  it("marks exact business-overview proof gaps as route enablement instead of reviewed execution", async () => {
+  it("promotes inventory reserve boundary after reviewed quality-event route executes", async () => {
    const deps = buildSequentialDeps([
      { rows: [{ Period: "2020-01-15T00:00:00", Amount: 120000, Counterparty: "Client A" }] },
      { rows: [{ Period: "2020-01-20T00:00:00", Amount: 50000, Counterparty: "Supplier A" }] },
@ -548,20 +548,21 @@ describe("assistant MCP discovery runtime bridge", () => {
    expect(result.bridge_status).toBe("answer_draft_ready");
    expect(result.business_fact_answer_allowed).toBe(true);
    expect(result.route_candidate).toMatchObject({
-      candidate_status: "needs_route_enablement",
+      candidate_status: "ready_for_reviewed_execution",
      selected_chain_id: "business_overview",
      business_fact_family: "business_overview",
      action_family: "inventory_reserve_boundary",
-      executable_now: false
+      executable_now: true,
      enablement_reason: null
    });
-    expect(result.route_candidate.enablement_reason).toContain("inventory_reserve_liquidation_quality");
+    expect(result.pilot.derived_business_overview?.inventory_quality_events?.evidence_status).toBe(
-    expect(result.route_candidate.enablement_reason).toContain(
+      "reviewed_no_quality_events_found"
      "reviewed_inventory_quality_route_with_reserves_writeoffs_obsolescence_and_liquidation_value"
    );
-    expect(result.route_candidate.forbidden_overclaim_flags).toContain(
+    expect(result.pilot.derived_business_overview?.missing_proof_families.map((item) => item.family)).not.toContain(
-      "confirmed_obsolete_stock_reserve_writeoff_or_liquidation_value"
+      "inventory_reserve_liquidation_quality"
    );
-    expect(result.reason_codes).toContain("runtime_bridge_route_candidate_needs_route_enablement");
+    expect(result.answer_draft.reason_codes).toContain("answer_contains_business_overview_inventory_quality_events");
    expect(result.reason_codes).toContain("runtime_bridge_route_candidate_ready_for_reviewed_execution");
  });
  it("promotes profit-margin boundary when accounting 90/91/99 proof is available", async () => {
--- a/llm_normalizer/data/autorun_generators/history.json
+++ b/llm_normalizer/data/autorun_generators/history.json
@ -1,4 +1,47 @@
 [
  {
    "generation_id": "gen-ag05122057-c9786e",
    "created_at": "2026-05-12T20:57:28+00:00",
    "mode": "saved_user_sessions",
    "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
    "count": 2,
    "domain": "address_phase96_inventory_reserve_liquidation_quality",
    "questions": [
      "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
      "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?"
    ],
    "generated_by": "Codex",
    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260512205728_gen-ag05122057-c9786e.json",
    "context": {
      "llm_provider": null,
      "model": null,
      "assistant_prompt_version": null,
      "decomposition_prompt_version": null,
      "prompt_fingerprint": null,
      "autogen_personality_id": null,
      "autogen_personality_prompt": null,
      "source_session_id": null,
      "saved_session_file": "assistant_saved_session_20260512205728_gen-ag05122057-c9786e.json",
      "saved_case_set_kind": "agent_semantic_scenario",
      "agent_run": true,
      "agent_focus": "inventory_reserve_liquidation_quality",
      "architecture_phase": "Route-Candidate-Driven Enablement Loop",
      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase96_inventory_reserve_liquidation_quality.json",
      "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
      "semantic_tags": [
        "direct_answer_first",
        "followup_context_carryover",
        "inventory_liquidity_boundary",
        "inventory_reserve_liquidation_quality",
        "no_inventory_health_overclaim",
        "no_market_liquidation_overclaim",
        "reviewed_inventory_quality_events"
      ],
      "validation_status": "accepted_live_replay",
      "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
      "saved_after_validated_replay": true
    }
  },
  {
    "generation_id": "gen-ag05121628-50ea6c",
    "created_at": "2026-05-12T16:28:41+00:00",
--- a/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512205728_gen-ag05122057-c9786e.json
+++ b/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512205728_gen-ag05122057-c9786e.json
@ -0,0 +1,109 @@
 {
  "saved_at": "2026-05-12T20:57:28+00:00",
  "generation_id": "gen-ag05122057-c9786e",
  "mode": "saved_user_sessions",
  "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
  "agent_run": true,
  "questions": [
    "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
    "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?"
  ],
  "metadata": {
    "assistant_prompt_version": null,
    "decomposition_prompt_version": null,
    "prompt_fingerprint": null,
    "agent_focus": "inventory_reserve_liquidation_quality",
    "architecture_phase": "Route-Candidate-Driven Enablement Loop",
    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase96_inventory_reserve_liquidation_quality.json",
    "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
    "semantic_tags": [
      "direct_answer_first",
      "followup_context_carryover",
      "inventory_liquidity_boundary",
      "inventory_reserve_liquidation_quality",
      "no_inventory_health_overclaim",
      "no_market_liquidation_overclaim",
      "reviewed_inventory_quality_events"
    ],
    "validation_status": "accepted_live_replay",
    "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
    "saved_after_validated_replay": true,
    "save_gate": {
      "schema_version": "agent_semantic_save_gate_v1",
      "validation_status": "accepted_live_replay",
      "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
      "final_status": "accepted",
      "review_overall_status": "pass",
      "business_overall_status": "pass",
      "steps_total": 2,
      "steps_passed": 2,
      "steps_failed": 0,
      "steps_with_business_failures": 0,
      "steps_with_business_warnings": 0,
      "acceptance_gate_passed": true,
      "saved_after_validated_replay": true
    }
  },
  "source_session_id": null,
  "session": {
    "session_id": null,
    "mode": "agent_semantic_run",
    "items": [
      {
        "message_id": "agent-user-001",
        "role": "user",
        "text": "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
        "created_at": "2026-05-12T20:57:28+00:00",
        "reply_type": null,
        "trace_id": null,
        "debug": null
      },
      {
        "message_id": "agent-user-002",
        "role": "user",
        "text": "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?",
        "created_at": "2026-05-12T20:57:28+00:00",
        "reply_type": null,
        "trace_id": null,
        "debug": null
      }
    ],
    "agent_run": true,
    "metadata": {
      "assistant_prompt_version": null,
      "decomposition_prompt_version": null,
      "prompt_fingerprint": null,
      "agent_focus": "inventory_reserve_liquidation_quality",
      "architecture_phase": "Route-Candidate-Driven Enablement Loop",
      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase96_inventory_reserve_liquidation_quality.json",
      "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
      "semantic_tags": [
        "direct_answer_first",
        "followup_context_carryover",
        "inventory_liquidity_boundary",
        "inventory_reserve_liquidation_quality",
        "no_inventory_health_overclaim",
        "no_market_liquidation_overclaim",
        "reviewed_inventory_quality_events"
      ],
      "validation_status": "accepted_live_replay",
      "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
      "saved_after_validated_replay": true,
      "save_gate": {
        "schema_version": "agent_semantic_save_gate_v1",
        "validation_status": "accepted_live_replay",
        "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
        "final_status": "accepted",
        "review_overall_status": "pass",
        "business_overall_status": "pass",
        "steps_total": 2,
        "steps_passed": 2,
        "steps_failed": 0,
        "steps_with_business_failures": 0,
        "steps_with_business_warnings": 0,
        "acceptance_gate_passed": true,
        "saved_after_validated_replay": true
      }
    }
  }
 }
--- a/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512205728_gen-ag05122057-c9786e.json
+++ b/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512205728_gen-ag05122057-c9786e.json
@ -0,0 +1,31 @@
 {
  "suite_id": "assistant_saved_session_gen-ag05122057-c9786e",
  "suite_version": "0.1.0",
  "schema_version": "assistant_saved_session_suite_v0_1",
  "generated_at": "2026-05-12T20:57:28+00:00",
  "generation_id": "gen-ag05122057-c9786e",
  "mode": "saved_user_sessions",
  "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
  "domain": "address_phase96_inventory_reserve_liquidation_quality",
  "scenario_count": 1,
  "case_ids": [
    "SAVED-001"
  ],
  "cases": [
    {
      "case_id": "SAVED-001",
      "scenario_tag": "agent_saved_user_sessions",
      "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
      "question_type": "followup",
      "broadness_level": "medium",
      "turns": [
        {
          "user_message": "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать."
        },
        {
          "user_message": "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?"
        }
      ]
    }
  ]
 }