diff --git a/docs/orchestration/agent_cashflow_no_tops_20260523.json b/docs/orchestration/agent_cashflow_no_tops_20260523.json
new file mode 100644
index 0000000..28a201f
--- /dev/null
+++ b/docs/orchestration/agent_cashflow_no_tops_20260523.json
@@ -0,0 +1,118 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_cashflow_no_tops_20260523",
+  "domain": "autonomy_business_answer_contract",
+  "title": "AGENT | Cashflow no-tops display modifier",
+  "description": "Targeted AGENT replay: after a 2020 business overview, a compact 'без топов' follow-up must preserve the 2020 company cashflow context and suppress rankings instead of excluding top counterparties.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_direct_money_2020",
+      "title": "Direct cashflow baseline for 2020",
+      "question": "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive",
+        "7\\s*136\\s*815|7136815"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["cashflow", "direct_answer", "baseline"]
+    },
+    {
+      "step_id": "step_02_explicit_overview_with_tops",
+      "title": "Explicit overview may include top counterparties",
+      "question": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501",
+        "12[\\s.]*792[\\s.]*194",
+        "12[\\s.]*093[\\s.]*465",
+        "9[\\s.]*612[\\s.]*904"
+      ],
+      "forbidden_answer_patterns": [
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "high",
+      "semantic_tags": ["business_overview", "tops_allowed", "bank_boundary"]
+    },
+    {
+      "step_id": "step_03_compact_no_tops_followup",
+      "title": "No-tops compact follow-up preserves 2020 cashflow",
+      "question": "а если коротко, сколько заработали деньгами без топов?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "заплатили(?:/списали)?\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "с исключением крупнейших",
+        "исключением крупнейших",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["compact_after_overview", "no_tops_display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_04_plain_money_in_out_net",
+      "title": "Explicit plain money request remains compact",
+      "question": "не обзор, просто деньги: пришло, ушло, нетто за 2020",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "Учтено строк",
+        "Первая найденная дата",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["direct_money_only", "ranking_suppression"]
+    }
+  ],
+  "acceptance": {
+    "min_score": 80,
+    "max_unresolved_p0": 0,
+    "require_all_critical_steps_pass": true
+  }
+}
diff --git a/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js b/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
index 08c0f8e..aaa1c3a 100644
--- a/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
+++ b/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
@@ -134,6 +134,20 @@ function detectCounterpartyTurnoverFamily(text) {
         entity
     };
 }
+function hasCompactOrganizationCashflowDisplaySignal(text) {
+    const normalized = String(text ?? "");
+    if (!normalized) {
+        return false;
+    }
+    const hasCompactCue = /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*)/iu.test(normalized);
+    if (!hasCompactCue) {
+        return false;
+    }
+    const hasMoneyCue = /(?:\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0441\u043f\u0438\u0441\u0430\p{L}*|\u043d\u0435\u0442\u0442\u043e|cash|money|incoming|outgoing|net)/iu.test(normalized);
+    const hasOrganizationEarningsCue = /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|earned|received|paid)/iu.test(normalized);
+    const hasExplicitExclusionCue = /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(normalized);
+    return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue;
+}
 function detectScopedCounterpartyEntity(text) {
     const patterns = [
         /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+(.+?)(?=$|[,.;:!?]|\s+(?:\u0437\u0430|\u043d\u0430|\u0432|\u0432\u043e|\u043a|\u043f\u043e|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a|\u043a\u0430\u043a|\u043a\u0430\u043a\u043e\u0435|\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0432\u0445\u043e\u0434\p{L}*)(?=$|[\s,.;:!?]))/iu,
@@ -350,13 +364,16 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
         const rawText = normalizeTurnText(rawMessage, deps);
         const effectiveText = normalizeTurnText(effectiveMessage, deps);
         const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
-        const supportedIntent = detectSupportedIntent(joinedText, deps);
+        const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
+        const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
         const counterpartyBidirectionalValueFlow = detectCounterpartyBidirectionalValueFlowFamily(joinedText);
         const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
         const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
-        const broadBusinessEvaluation = selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
-            ? null
-            : detectBroadBusinessEvaluation(joinedText);
+        const broadBusinessEvaluation = compactOrganizationCashflowDisplay
+            ? { family: "broad_business_evaluation" }
+            : selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
+                ? null
+                : detectBroadBusinessEvaluation(joinedText);
         const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
         const explicitIntentCandidate = broadBusinessEvaluation?.family
             ? null
@@ -381,6 +398,9 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
         if (broadBusinessEvaluation?.family) {
             reasonCodes.push("broad_business_evaluation_current_turn_signal");
         }
+        if (compactOrganizationCashflowDisplay) {
+            reasonCodes.push("compact_cashflow_display_current_turn_signal");
+        }
         if (rawText !== normalizeTurnText(rawMessage, { ...deps, repairAddressMojibake: (value) => String(value ?? "") })) {
             reasonCodes.push("mojibake_repair_applied");
         }
diff --git a/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts b/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
index 8375b58..c36bfa3 100644
--- a/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
+++ b/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
@@ -139,6 +139,33 @@ function detectCounterpartyTurnoverFamily(text) {
   };
 }
 
+function hasCompactOrganizationCashflowDisplaySignal(text) {
+  const normalized = String(text ?? "");
+  if (!normalized) {
+    return false;
+  }
+  const hasCompactCue =
+    /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*)/iu.test(
+      normalized
+    );
+  if (!hasCompactCue) {
+    return false;
+  }
+  const hasMoneyCue =
+    /(?:\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0441\u043f\u0438\u0441\u0430\p{L}*|\u043d\u0435\u0442\u0442\u043e|cash|money|incoming|outgoing|net)/iu.test(
+      normalized
+    );
+  const hasOrganizationEarningsCue =
+    /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|earned|received|paid)/iu.test(
+      normalized
+    );
+  const hasExplicitExclusionCue =
+    /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(
+      normalized
+    );
+  return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue;
+}
+
 function detectScopedCounterpartyEntity(text) {
   const patterns = [
     /(?:^|[\s,.;:!?])(?:\u043f\u043e|\u0443|\u0434\u043b\u044f|by|for)\s+(.+?)(?=$|[,.;:!?]|\s+(?:\u0437\u0430|\u043d\u0430|\u0432|\u0432\u043e|\u043a|\u043f\u043e|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a|\u043a\u0430\u043a|\u043a\u0430\u043a\u043e\u0435|\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u043d\u0435\u0442\u0442\u043e|\u0441\u0430\u043b\u044c\u0434\u043e|\u0434\u0435\u043d\u0435\u0433|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0432\u0445\u043e\u0434\p{L}*)(?=$|[\s,.;:!?]))/iu,
@@ -456,12 +483,15 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     const rawText = normalizeTurnText(rawMessage, deps);
     const effectiveText = normalizeTurnText(effectiveMessage, deps);
     const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
-    const supportedIntent = detectSupportedIntent(joinedText, deps);
+    const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
+    const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
     const counterpartyBidirectionalValueFlow = detectCounterpartyBidirectionalValueFlowFamily(joinedText);
     const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
     const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
     const broadBusinessEvaluation =
-      selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
+      compactOrganizationCashflowDisplay
+        ? { family: "broad_business_evaluation" }
+      : selectedObjectInventoryExact || counterpartyBidirectionalValueFlow?.family
         ? null
         : detectBroadBusinessEvaluation(joinedText);
     const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
@@ -489,6 +519,9 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     if (broadBusinessEvaluation?.family) {
       reasonCodes.push("broad_business_evaluation_current_turn_signal");
     }
+    if (compactOrganizationCashflowDisplay) {
+      reasonCodes.push("compact_cashflow_display_current_turn_signal");
+    }
     if (rawText !== normalizeTurnText(rawMessage, { ...deps, repairAddressMojibake: (value) => String(value ?? "") })) {
       reasonCodes.push("mojibake_repair_applied");
     }
diff --git a/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts b/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
index 20eae08..42dd2b3 100644
--- a/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
+++ b/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
@@ -193,6 +193,29 @@ describe("assistantTurnMeaningPolicy", () => {
     expect(meaning.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
   });
 
+  it("treats no-tops compact money wording as display modifier, not counterparty exclusion", () => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        "\u0430 \u0435\u0441\u043b\u0438 \u043a\u043e\u0440\u043e\u0442\u043a\u043e, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0434\u0435\u043d\u044c\u0433\u0430\u043c\u0438 \u0431\u0435\u0437 \u0442\u043e\u043f\u043e\u0432?",
+      effectiveAddressUserMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u0438\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0441 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0438\u043b\u0438 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u043e\u0432."
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.explicit_entity_candidates).toEqual([]);
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+    expect(meaning.stale_replay_forbidden).toBe(true);
+    expect(meaning.reason_codes).toContain("compact_cashflow_display_current_turn_signal");
+    expect(meaning.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
+    expect(meaning.reason_codes).not.toContain("counterparty_turnover_current_turn_signal");
+  });
+
   it("treats organization-level earnings and best-year wording as business overview", () => {
     const policy = buildPolicy({
       resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
diff --git a/llm_normalizer/data/autorun_generators/history.json b/llm_normalizer/data/autorun_generators/history.json
index e2362cc..7774268 100644
--- a/llm_normalizer/data/autorun_generators/history.json
+++ b/llm_normalizer/data/autorun_generators/history.json
@@ -1,4 +1,53 @@
 [
+  {
+    "generation_id": "gen-ag05231310-3d45fe",
+    "created_at": "2026-05-23T13:10:25+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Cashflow no-tops display modifier",
+    "count": 4,
+    "domain": "autonomy_business_answer_contract",
+    "questions": [
+      "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+      "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "а если коротко, сколько заработали деньгами без топов?",
+      "не обзор, просто деньги: пришло, ушло, нетто за 2020"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260523131025_gen-ag05231310-3d45fe.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_20260523131025_gen-ag05231310-3d45fe.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Targeted AGENT replay: after a 2020 business overview, a compact 'без топов' follow-up must preserve the 2020 company cashflow context and suppress rankings instead of excluding top counterparties.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_no_tops_20260523.json",
+      "scenario_id": "agent_cashflow_no_tops_20260523",
+      "semantic_tags": [
+        "bank_boundary",
+        "baseline",
+        "business_overview",
+        "cashflow",
+        "compact_after_overview",
+        "direct_answer",
+        "direct_money_only",
+        "no_tops_display_modifier",
+        "ranking_suppression",
+        "temporal_carryover",
+        "tops_allowed"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_no_tops_live1",
+      "saved_after_validated_replay": true
+    }
+  },
   {
     "generation_id": "gen-ag05231232-9ef058",
     "created_at": "2026-05-23T12:32:02+00:00",
diff --git a/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523131025_gen-ag05231310-3d45fe.json b/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523131025_gen-ag05231310-3d45fe.json
new file mode 100644
index 0000000..b97bfa8
--- /dev/null
+++ b/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523131025_gen-ag05231310-3d45fe.json
@@ -0,0 +1,137 @@
+{
+  "saved_at": "2026-05-23T13:10:25+00:00",
+  "generation_id": "gen-ag05231310-3d45fe",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Cashflow no-tops display modifier",
+  "agent_run": true,
+  "questions": [
+    "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+    "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+    "а если коротко, сколько заработали деньгами без топов?",
+    "не обзор, просто деньги: пришло, ушло, нетто за 2020"
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Targeted AGENT replay: after a 2020 business overview, a compact 'без топов' follow-up must preserve the 2020 company cashflow context and suppress rankings instead of excluding top counterparties.",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_no_tops_20260523.json",
+    "scenario_id": "agent_cashflow_no_tops_20260523",
+    "semantic_tags": [
+      "bank_boundary",
+      "baseline",
+      "business_overview",
+      "cashflow",
+      "compact_after_overview",
+      "direct_answer",
+      "direct_money_only",
+      "no_tops_display_modifier",
+      "ranking_suppression",
+      "temporal_carryover",
+      "tops_allowed"
+    ],
+    "validation_status": "accepted_live_replay",
+    "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_no_tops_live1",
+    "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\\agent_cashflow_no_tops_live1",
+      "final_status": "accepted",
+      "review_overall_status": "pass",
+      "business_overall_status": "pass",
+      "steps_total": 4,
+      "steps_passed": 4,
+      "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": "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет.",
+        "created_at": "2026-05-23T13:10:25+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+        "created_at": "2026-05-23T13:10:25+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "а если коротко, сколько заработали деньгами без топов?",
+        "created_at": "2026-05-23T13:10:25+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "не обзор, просто деньги: пришло, ушло, нетто за 2020",
+        "created_at": "2026-05-23T13:10:25+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": "Targeted AGENT replay: after a 2020 business overview, a compact 'без топов' follow-up must preserve the 2020 company cashflow context and suppress rankings instead of excluding top counterparties.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_no_tops_20260523.json",
+      "scenario_id": "agent_cashflow_no_tops_20260523",
+      "semantic_tags": [
+        "bank_boundary",
+        "baseline",
+        "business_overview",
+        "cashflow",
+        "compact_after_overview",
+        "direct_answer",
+        "direct_money_only",
+        "no_tops_display_modifier",
+        "ranking_suppression",
+        "temporal_carryover",
+        "tops_allowed"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_no_tops_live1",
+      "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\\agent_cashflow_no_tops_live1",
+        "final_status": "accepted",
+        "review_overall_status": "pass",
+        "business_overall_status": "pass",
+        "steps_total": 4,
+        "steps_passed": 4,
+        "steps_failed": 0,
+        "steps_with_business_failures": 0,
+        "steps_with_business_warnings": 0,
+        "acceptance_gate_passed": true,
+        "saved_after_validated_replay": true
+      }
+    }
+  }
+}
diff --git a/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523131025_gen-ag05231310-3d45fe.json b/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523131025_gen-ag05231310-3d45fe.json
new file mode 100644
index 0000000..7b27691
--- /dev/null
+++ b/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523131025_gen-ag05231310-3d45fe.json
@@ -0,0 +1,37 @@
+{
+  "suite_id": "assistant_saved_session_gen-ag05231310-3d45fe",
+  "suite_version": "0.1.0",
+  "schema_version": "assistant_saved_session_suite_v0_1",
+  "generated_at": "2026-05-23T13:10:25+00:00",
+  "generation_id": "gen-ag05231310-3d45fe",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Cashflow no-tops display modifier",
+  "domain": "autonomy_business_answer_contract",
+  "scenario_count": 1,
+  "case_ids": [
+    "SAVED-001"
+  ],
+  "cases": [
+    {
+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Cashflow no-tops display modifier",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "Сколько денег Альтернатива заработала за 2020 год? Ответь коротко: получили, заплатили, денежное нетто, это прибыль или нет."
+        },
+        {
+          "user_message": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток."
+        },
+        {
+          "user_message": "а если коротко, сколько заработали деньгами без топов?"
+        },
+        {
+          "user_message": "не обзор, просто деньги: пришло, ушло, нетто за 2020"
+        }
+      ]
+    }
+  ]
+}