diff --git a/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md b/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md
index 745cfb1..b6fc3f9 100644
--- a/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md	
+++ b/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md	
@@ -27,7 +27,9 @@ Current reporting baseline:
 - Post-F Semantic Integrity Hardening: `99%`, operationally closed/regression gate.
 - Planner Autonomy Consolidation: `100%` for the declared phase83 slice.
 - Open-World Business Overview implementation breadth: `~99%` through Slice 25.
-- Active next pressure: `Open-World Semantic Control Gate`, accepted module progress `~98%` after the EHMO-derived critical subset accepted live; fat GUI pack review remains before full closure.
+- Open-World Semantic Control Gate: accepted critical subset after EHMO/W5/W7 hardening; fat GUI pack review remains a broad human-pressure gate.
+- Route-Candidate-Driven Enablement Loop: `100%`, now regression-gated by phase91-phase97 canaries.
+- Open-World Schema/Primitive Discovery: `25%`, first financial-counterparty slice accepted live at `4/4`; next schema/primitive candidate should come from real live/manual replay evidence.
 
 ## Archived Execution Snapshot (2026-04-17)
 
diff --git a/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md b/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md
index 692db6a..efe3538 100644
--- a/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md	
+++ b/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md	
@@ -85,12 +85,13 @@ Fresh validation cut:
 - 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.
 - 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 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`).
+- Completed broader schema/primitive discovery slice: `Financial Counterparty Flow Hints`: bank-document money-flow recipes expose operation/purpose/comment fields, ranked value-flow buckets carry `financial_flow_hint`, explicit `СБЕРБАНК` wording is not swallowed by supplier/customer tails, and bank-like leaders are bounded away from ordinary supplier/customer overclaim; phase97 live replay is accepted.
+- Current live canary: `phase97_financial_counterparty_flow_hints_live4` accepted `4/4`.
+- Current accepted autorun: `AGENT | Phase 97 financial counterparty flow hints replay` (`gen-ag05122250-4451a8`).
 - Implementation breadth: `~99% (Open-World Bounded Autonomy Breadth through Slice 25)`.
-- Active broader autonomy slice: `Open-World Schema/Primitive Discovery`, starting with `Financial Counterparty Flow Hints`: bank-document money-flow recipes now expose operation/purpose/comment fields and ranked value-flow buckets carry `financial_flow_hint` so bank-like leaders are not treated as ordinary suppliers/customers by name alone.
-- Next active slice: add live semantic replay around bank-like counterparty wording, then continue broader schema/primitive discovery while using phase91-phase96 as regression canaries.
-- Active module progress: `~99% (Agentic Semantic Development Loop, accepted dogfood loop + autorun hygiene; manual GUI confirmation still required)`.
+- Active broader autonomy module: `Open-World Schema/Primitive Discovery`, with the first `Financial Counterparty Flow Hints` slice accepted and saved.
+- Next active slice: select the next unfamiliar 1C ask from live/manual replay evidence, then continue broader schema/primitive discovery while using phase91-phase97 as regression canaries.
+- Operating-layer progress: `~99% (Agentic Semantic Development Loop, accepted dogfood loop + autorun hygiene; manual GUI confirmation still required)`.
 
 ## Reporting Rule
 
@@ -102,7 +103,7 @@ Use these labels when reporting progress:
 - `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: 100% (Route-Candidate-Driven Enablement Loop, final reviewed proof-family route accepted; use as regression gate)` when discussing the current candidate-driven enablement loop.
-- `Прогресс модуля: 12% (Open-World Schema/Primitive Discovery, active slice: financial counterparty flow hints)` when discussing the current broader schema/primitive discovery module.
+- `Прогресс модуля: 25% (Open-World Schema/Primitive Discovery, first financial-counterparty slice accepted; next schema/primitive candidate pending)` when discussing the current broader schema/primitive discovery module.
 - `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.
 
@@ -138,7 +139,7 @@ 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 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;
+- 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, bank-like financial counterparty role/purpose hints, 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-phase97 reviewed/canary 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;
diff --git a/docs/ARCH/11 - architecture_turnaround/32 - financial_counterparty_flow_hints_2026-05-13.md b/docs/ARCH/11 - architecture_turnaround/32 - financial_counterparty_flow_hints_2026-05-13.md
index a0327b5..e4db366 100644
--- a/docs/ARCH/11 - architecture_turnaround/32 - financial_counterparty_flow_hints_2026-05-13.md	
+++ b/docs/ARCH/11 - architecture_turnaround/32 - financial_counterparty_flow_hints_2026-05-13.md	
@@ -21,6 +21,10 @@ Local checks:
 
 - `npm.cmd test -- assistantMcpDiscoveryPilotExecutor.test.ts assistantMcpDiscoveryAnswerAdapter.test.ts assistantMcpDiscoveryResponseCandidate.test.ts`: `97/97` passed, `1` skipped;
 - `npm.cmd run build`: passed.
+- phase97 hardening rerun:
+  - `npm.cmd test -- addressIntentResolverBidirectionalValueFlow.test.ts addressQueryRuntimeM23.test.ts assistantMcpDiscoveryTurnInputAdapter.test.ts assistantMcpDiscoveryResponseCandidate.test.ts`: `554/554` passed, `7` skipped;
+  - `npm.cmd run build`: passed;
+  - graphify rebuild: `6483` nodes, `14382` edges, `143` communities.
 
 Live MCP checks:
 
@@ -29,22 +33,38 @@ Live MCP checks:
 - the live rows include `ВидОперации=Прочее списание` and `НазначениеПлатежа=Комиссия банка`;
 - `customer_revenue_and_payments` for `СБЕРБАНК` returned `fetched=5`, `matched=5`, `error=null`;
 - the live rows include incoming `ВидОперации`, including `Прочее поступление` and `Возврат от поставщика`.
+- accepted semantic replay:
+  - spec: `docs/orchestration/address_truth_harness_phase97_financial_counterparty_flow_hints.json`;
+  - accepted run: `artifacts/domain_runs/phase97_financial_counterparty_flow_hints_live4`;
+  - final status: `accepted`, `4/4` passed, `0` warnings, `0` failures;
+  - accepted user-runnable autorun: `AGENT | Phase 97 financial counterparty flow hints replay` (`gen-ag05122250-4451a8`).
+
+The accepted replay proves the slice at user-facing level:
+
+- explicit `СБЕРБАНК` wording no longer gets swallowed by supplier/customer comparison tails;
+- bank-operation answers state operation direction, operation type, payment purpose, and contract evidence where 1C exposes it;
+- incoming-bank questions are not overclaimed as ordinary customer revenue, credit, or deposit without proof;
+- business-overview ranking/overview answers keep the company scope and explicitly explain why bank-like leaders are not ordinary clients/suppliers;
+- normal counterparty net-flow follow-up for `Группа СВК` remains a regression canary after bank-flow pivots.
 
 ## Status
 
 Current module wording:
 
-`Open-World Schema/Primitive Discovery, active slice: financial counterparty flow hints`
+`Open-World Schema/Primitive Discovery, completed slice: financial counterparty flow hints`
 
-Progress: `12%`.
+Slice progress: `100%`.
 
-This is not a full financial-purpose classifier yet. It is the first reviewed primitive that lets downstream business answers avoid the worst bank-as-supplier/customer overclaim.
+Broader module progress: `25%`.
+
+This is not a full financial-purpose classifier yet. It is the first reviewed schema/primitive discovery slice that lets downstream business answers avoid the worst bank-as-supplier/customer overclaim. The broader module remains open because the next work is to generalize this pattern beyond bank-document purpose fields into new unfamiliar 1C asks and route-candidate discovery surfaces.
 
 ## Next Work
 
-1. Add a small live semantic replay for bank-like counterparty wording in business overview.
-2. Extend hints where real 1C rows expose more payment-purpose families.
-3. Use this as the first canary for broader schema/primitive discovery after phase96.
+1. Treat phase97 as a regression canary together with phase91-phase96.
+2. Pick the next unfamiliar 1C ask from live/manual replay evidence, not from a synthetic domain wish list.
+3. Use the same pattern: data-need graph -> route candidate/schema surface -> reviewed primitive or bounded answer -> live replay -> save accepted autorun only after acceptance.
+4. Extend financial-purpose hints only when real 1C rows expose additional stable fields or when a replay proves a business answer still overclaims role/purpose.
 
 See also:
 
diff --git a/docs/ARCH/11 - architecture_turnaround/README.md b/docs/ARCH/11 - architecture_turnaround/README.md
index bc97f1e..a8befea 100644
--- a/docs/ARCH/11 - architecture_turnaround/README.md	
+++ b/docs/ARCH/11 - architecture_turnaround/README.md	
@@ -51,7 +51,7 @@ This package answers the next question:
 31. [31 - inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md](./31%20-%20inventory_reserve_liquidation_quality_reviewed_route_2026-05-12.md)
 32. [32 - financial_counterparty_flow_hints_2026-05-13.md](./32%20-%20financial_counterparty_flow_hints_2026-05-13.md)
 
-## Current Status Snapshot (2026-05-12)
+## Current Status Snapshot (2026-05-13)
 
 This package is no longer planning-only.
 
@@ -107,6 +107,8 @@ Status canon for planning:
 - 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 first broader schema/primitive discovery slice is now accepted: `financial counterparty flow hints` adds bank-document purpose/operation/comment hints, protects bank-like counterparties from ordinary supplier/customer overclaim, and keeps normal counterparty net-flow canaries healthy; `phase97_financial_counterparty_flow_hints_live4` passed `4/4`.
+- The accepted user-runnable autorun for that slice is `AGENT | Phase 97 financial counterparty flow hints replay` (`gen-ag05122250-4451a8`).
 - 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).
@@ -118,7 +120,7 @@ Status canon for planning:
 - 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 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).
-- The current broader schema/primitive discovery slice is [32 - financial_counterparty_flow_hints_2026-05-13.md](./32%20-%20financial_counterparty_flow_hints_2026-05-13.md).
+- The first broader schema/primitive discovery slice is [32 - financial_counterparty_flow_hints_2026-05-13.md](./32%20-%20financial_counterparty_flow_hints_2026-05-13.md), now accepted live and saved as a user-runnable AGENT autorun.
 
 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:
 
@@ -182,14 +184,14 @@ 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, 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 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, inventory reserve/write-off/liquidation quality promoted into reviewed inventory quality-event evidence by phase96, and bank-like financial counterparty role/purpose hints accepted by phase97
 - 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: `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
-- Open-World Schema/Primitive Discovery progress: `12%`, active slice `financial counterparty flow hints`; bank-document money-flow recipes now expose operation/purpose/comment fields, ranked value-flow buckets carry `financial_flow_hint`, and Sberbank-like leaders can be treated as bank fee/service, credit/loan, tax/budget, payroll/social, supplier-payment, or unclear evidence instead of name-only supplier/customer overclaim.
+- Open-World Schema/Primitive Discovery progress: `25%`, first slice `financial counterparty flow hints` accepted live at `4/4`; bank-document money-flow recipes expose operation/purpose/comment fields, ranked value-flow buckets carry `financial_flow_hint`, Sberbank-like leaders are bounded away from name-only supplier/customer overclaim, and the next slice should be selected from real unfamiliar 1C asks rather than synthetic domain wish lists.
 - graph snapshot after latest rebuild: see `graphify-out/GRAPH_REPORT.md`
 - current regression-gate breakpoint:
   - the validated hot paths are no longer structurally broken;
@@ -280,6 +282,7 @@ Latest live proof now includes:
 - 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`).
+- financial counterparty flow hints accepted locally/live: targeted bank-flow/intent/turn-input/answer tests passed `554/554` with `7` skipped, build passed, graphify rebuilt to `6483` nodes, `14382` edges, `143` communities; `phase97_financial_counterparty_flow_hints_live4` accepted `4/4`, proving explicit `СБЕРБАНК` wording, bank-operation purpose/direction disclosure, incoming-bank no-overclaim, business-overview bank boundaries, and `Группа СВК` net-flow canary continuity; the accepted autorun is `AGENT | Phase 97 financial counterparty flow hints replay` (`gen-ag05122250-4451a8`).
 
 Current architectural reading: