diff --git a/docs/orchestration/agent_cashflow_compact_display_variants_20260523.json b/docs/orchestration/agent_cashflow_compact_display_variants_20260523.json
new file mode 100644
index 0000000..f62d818
--- /dev/null
+++ b/docs/orchestration/agent_cashflow_compact_display_variants_20260523.json
@@ -0,0 +1,141 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "agent_cashflow_compact_display_variants_20260523",
+  "domain": "autonomy_business_answer_contract",
+  "title": "AGENT | Cashflow compact display variants",
+  "description": "Targeted AGENT replay for compact cashflow display modifiers: no counterparties, no breakdown, one-line and only-total follow-ups must preserve the 2020 company cashflow context.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_explicit_overview_anchor",
+      "title": "Create 2020 business overview context",
+      "question": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501",
+        "12[\\s.]*792[\\s.]*194",
+        "12[\\s.]*093[\\s.]*465"
+      ],
+      "forbidden_answer_patterns": ["runtime_", "planner_", "query_movements", "primitive"],
+      "criticality": "high",
+      "semantic_tags": ["business_overview", "context_anchor"]
+    },
+    {
+      "step_id": "step_02_no_counterparties",
+      "title": "No-counterparties means no breakdown, not exclusion",
+      "question": "сколько заработали деньгами без контрагентов?",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "с исключением",
+        "исключением крупнейших",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["no_counterparty_breakdown", "display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_03_only_total",
+      "title": "Only total keeps compact cashflow",
+      "question": "только итог: пришло, ушло, нетто",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["only_total", "display_modifier", "temporal_carryover"]
+    },
+    {
+      "step_id": "step_04_one_line_no_breakdown",
+      "title": "One-line no-breakdown stays cashflow",
+      "question": "дай одной строкой деньги без разбивки",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["one_line", "no_breakdown", "display_modifier"]
+    },
+    {
+      "step_id": "step_05_no_details",
+      "title": "No-details wording remains direct totals",
+      "question": "сколько получили и заплатили без детализации",
+      "allowed_reply_types": ["partial_coverage", "factual_with_explanation", "factual"],
+      "required_answer_patterns_all": [
+        "2020",
+        "47[\\s.]*628[\\s.]*853",
+        "43[\\s.]*763[\\s.]*351",
+        "3[\\s.]*865[\\s.]*501"
+      ],
+      "forbidden_answer_patterns": [
+        "2026-05-23",
+        "получили\\s+0\\s*руб",
+        "нетто\\s+0\\s*руб",
+        "Комитет государственных услуг",
+        "Группа СВК",
+        "СБЕРБАНК",
+        "Что проверить дальше",
+        "runtime_",
+        "planner_",
+        "query_movements",
+        "primitive"
+      ],
+      "criticality": "critical",
+      "semantic_tags": ["no_details", "display_modifier", "direct_totals"]
+    }
+  ],
+  "acceptance": {
+    "min_score": 80,
+    "max_unresolved_p0": 0,
+    "require_all_critical_steps_pass": true
+  }
+}
diff --git a/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js b/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
index dbeaa25..e998cce 100644
--- a/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
@@ -51,6 +51,106 @@ function mergeOrganizationIntoDiscoveryFollowupContext(followupContext, organiza
     }
     return base;
 }
+function compactLower(value) {
+    return String(value ?? "")
+        .toLowerCase()
+        .replace(/\s+/g, " ")
+        .trim();
+}
+function hasCompactCashflowFollowupSignal(text) {
+    const value = compactLower(text);
+    if (!value) {
+        return false;
+    }
+    return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+}
+function dateScopeToFilterWindow(dateScope) {
+    if (!dateScope) {
+        return null;
+    }
+    if (/^(?:19|20)\d{2}$/.test(dateScope)) {
+        return {
+            period_from: `${dateScope}-01-01`,
+            period_to: `${dateScope}-12-31`
+        };
+    }
+    if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(dateScope)) {
+        return { as_of_date: dateScope };
+    }
+    return null;
+}
+function looksLikeReliableOrganizationScope(value) {
+    const text = compactLower(value);
+    if (!text) {
+        return false;
+    }
+    if (/(?:\u0440\u0430\u0437\u0431\u0438\u0432|\u0440\u0430\u0437\u0440\u0435\u0437|\u0432\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043d\u0435\u0442\u0442\u043e|\u0442\u043e\u043f)/iu.test(text)) {
+        return false;
+    }
+    return /(?:^|[\s"'\u00ab])(?:\u043e\u043e\u043e|\u0438\u043f|\u043f\u0430\u043e|\u0430\u043e|\u0437\u0430\u043e)(?:[\s"'\u00bb]|$)|\u043e\u0431\u0449\u0435\u0441\u0442\u0432\p{L}*\s+\u0441\s+\u043e\u0433\u0440\u0430\u043d\u0438\u0447\p{L}*\s+\u043e\u0442\u0432\p{L}*|\b(?:llc|inc|corp)\b/iu.test(text);
+}
+function inferBusinessOverviewDiscoveryContextFromSessionItems(sessionItems, toNonEmptyString) {
+    for (let index = sessionItems.length - 1; index >= 0; index -= 1) {
+        const item = toRecordObject(sessionItems[index]);
+        if (toNonEmptyString(item?.role) !== "assistant") {
+            continue;
+        }
+        const debug = toRecordObject(item?.debug);
+        const entryPoint = toRecordObject(debug?.assistant_mcp_discovery_entry_point_v1);
+        const turnInput = toRecordObject(entryPoint?.turn_input);
+        const dataNeedGraph = toRecordObject(turnInput?.data_need_graph);
+        if (toNonEmptyString(dataNeedGraph?.business_fact_family) !== "business_overview") {
+            continue;
+        }
+        const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+        const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+        if (!filterWindow) {
+            continue;
+        }
+        const previousFilters = { ...filterWindow };
+        const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+        if (looksLikeReliableOrganizationScope(organization)) {
+            previousFilters.organization = organization;
+        }
+        const rankingNeed = toNonEmptyString(dataNeedGraph?.ranking_need);
+        return {
+            previous_discovery_pilot_scope: "business_overview_route_template_v1",
+            previous_filters: previousFilters,
+            root_filters: { ...previousFilters },
+            previous_seeded_ranking_need: rankingNeed,
+            previous_intent: "business_overview",
+            root_intent: "business_overview"
+        };
+    }
+    return null;
+}
+function mergeBusinessOverviewDateContextForCompactCashflow(input) {
+    if (!hasCompactCashflowFollowupSignal(input.userMessage)) {
+        return input.followupContext;
+    }
+    const existingFilters = toRecordObject(input.followupContext?.previous_filters);
+    if (input.toNonEmptyString(existingFilters?.period_from) ||
+        input.toNonEmptyString(existingFilters?.period_to) ||
+        input.toNonEmptyString(existingFilters?.as_of_date)) {
+        return input.followupContext;
+    }
+    const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
+    if (!inferred) {
+        return input.followupContext;
+    }
+    return {
+        ...inferred,
+        ...(input.followupContext ?? {}),
+        previous_filters: {
+            ...(toRecordObject(inferred.previous_filters) ?? {}),
+            ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+        },
+        root_filters: {
+            ...(toRecordObject(inferred.root_filters) ?? {}),
+            ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+        }
+    };
+}
 function hasSelectedObjectInventorySignal(text) {
     return /(?:по\s+выбранному\s+объекту|по\s+выбранной\s+позиции|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ним|selected\s+object)/iu.test(String(text ?? ""));
 }
@@ -215,9 +315,15 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
     const orchestrationContract = toRecordObject(orchestrationDecision.orchestrationContract);
     const predecomposeContract = toRecordObject(addressPreDecompose.predecomposeContract);
     const explicitPredecomposeOrganization = predecomposeOrganizationName(predecomposeContract, input.toNonEmptyString);
-    const discoveryFollowupContext = mergeOrganizationIntoDiscoveryFollowupContext(followupContext, explicitPredecomposeOrganization
+    const discoveryFollowupContextWithOrganization = mergeOrganizationIntoDiscoveryFollowupContext(followupContext, explicitPredecomposeOrganization
         ? null
         : sessionOrganizationName(input.sessionOrganizationScope ?? null, input.toNonEmptyString));
+    const discoveryFollowupContext = mergeBusinessOverviewDateContextForCompactCashflow({
+        userMessage: input.userMessage,
+        followupContext: discoveryFollowupContextWithOrganization,
+        sessionItems: input.sessionItems,
+        toNonEmptyString: input.toNonEmptyString
+    });
     const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(input.userMessage, addressInputMessage, carryover, addressPreDecompose);
     const runDiscoveryEntryPoint = input.runMcpDiscoveryRuntimeEntryPoint ?? assistantMcpDiscoveryRuntimeEntryPoint_1.runAssistantMcpDiscoveryRuntimeEntryPoint;
     let mcpDiscoveryRuntimeEntryPoint = null;
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js
index b5c3908..4be636e 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js
@@ -118,7 +118,7 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input) {
     if (/(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(text)) {
         return true;
     }
-    if (/(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)) {
+    if (/(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)) {
         return true;
     }
     return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|how\s+much)[\s\S]{0,120}(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447|\u0434\u0435\u043d\p{L}*|\u043f\u043e\u043b\u0443\u0447|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*)|(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447)[\s\S]{0,120}(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0432\u0441\u0435\u0433\u043e|\u0432\u043e\u043e\u0431\u0449\u0435|(?:19|20)\d{2}|all\s+time)|(?:\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|which|what)[\s\S]{0,80}(?:\u0441\u0430\u043c\p{L}*|top|best|most)[\s\S]{0,80}(?:\u0434\u043e\u0445\u043e\u0434\u043d|\u0432\u044b\u0440\u0443\u0447|\u043e\u0431\u043e\u0440\u043e\u0442|revenue|turnover)[\s\S]{0,40}(?:\u0433\u043e\u0434|year)/iu.test(text);
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
index a2f0279..c320483 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
@@ -47,7 +47,7 @@ function requestsCompactCashflowAnswer(turnMeaning, graph) {
     if (/(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)[\s\S]{0,80}(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*)|(?:\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u043d\u0435\u0442\u0442\u043e)[\s\S]{0,80}(?:\u043f\u043e\s+\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\p{L}*)/iu.test(text)) {
         return true;
     }
-    return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(text);
+    return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(text);
 }
 function requestsCashflowPolarityAnswer(turnMeaning, graph) {
     const text = normalizeQuestionText([
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
index 4216c06..f1d3767 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
@@ -274,6 +274,17 @@ function collectEntityCandidates(value) {
     }
     return result;
 }
+function collectReasonCodes(value) {
+    const result = [];
+    if (!Array.isArray(value)) {
+        const reason = toNonEmptyString(value);
+        return reason ? [reason] : result;
+    }
+    for (const item of value) {
+        pushUnique(result, item);
+    }
+    return result;
+}
 function collectPredecomposeEntities(predecompose) {
     const entities = toRecordObject(predecompose?.entities);
     const organization = toNonEmptyString(entities?.organization);
@@ -1276,6 +1287,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const rawAction = toNonEmptyString(assistantTurnMeaning?.asked_action_family);
     const rawAggregationAxis = toNonEmptyString(assistantTurnMeaning?.asked_aggregation_axis);
     const unsupported = toNonEmptyString(assistantTurnMeaning?.unsupported_but_understood_family);
+    const assistantTurnMeaningReasonCodes = collectReasonCodes(assistantTurnMeaning?.reason_codes);
+    const compactCashflowDisplayFollowupSignal = assistantTurnMeaningReasonCodes.includes("compact_cashflow_display_current_turn_signal");
     const broadBusinessEvaluationUnsupported = unsupported === "broad_business_evaluation";
     const seededBusinessOverviewSignal = broadBusinessEvaluationUnsupported ||
         rawDomain === "business_summary" ||
@@ -1909,6 +1922,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             (valueFlowOrganizationStaysScope && (Boolean(followupSeed.rankingNeed) || bidirectionalValueFlowSignal))));
     const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
     const topicSwitchSuppressesFollowupScope = Boolean(rawTopicSwitchSignal &&
+        !compactCashflowDisplayFollowupSignal &&
         (rawMetadataSignal ||
             businessOverviewSignal ||
             rawEntitySearchOverridesStaleScope ||
diff --git a/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js b/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
index aaa1c3a..bc397f5 100644
--- a/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
+++ b/llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js
@@ -139,14 +139,15 @@ function hasCompactOrganizationCashflowDisplaySignal(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);
+    const hasCompactCue = /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0441\u043f\u0438\u0441(?:\u043a\p{L}*)?|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*)/iu.test(normalized);
     if (!hasCompactCue) {
         return false;
     }
     const hasMoneyCue = /(?:\u0434\u0435\u043d\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0441\u043f\u0438\u0441\u0430\p{L}*|\u043d\u0435\u0442\u0442\u043e|cash|money|incoming|outgoing|net)/iu.test(normalized);
-    const hasOrganizationEarningsCue = /(?:\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 hasOrganizationEarningsCue = /(?:\u0434\u0430\u0439|\u043f\u043e\u043a\u0430\u0436\p{L}*|\u0438\u0442\u043e\u0433\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|show|give|earned|received|paid)/iu.test(normalized);
     const hasExplicitExclusionCue = /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(normalized);
-    return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue;
+    const hasSpecificCounterpartyScope = detectScopedCounterpartyEntity(normalized) !== null;
+    return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue && !hasSpecificCounterpartyScope;
 }
 function detectScopedCounterpartyEntity(text) {
     const patterns = [
@@ -366,8 +367,8 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
         const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
         const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
         const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
-        const counterpartyBidirectionalValueFlow = detectCounterpartyBidirectionalValueFlowFamily(joinedText);
-        const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
+        const counterpartyBidirectionalValueFlow = compactOrganizationCashflowDisplay ? null : detectCounterpartyBidirectionalValueFlowFamily(joinedText);
+        const counterpartyTurnover = compactOrganizationCashflowDisplay ? null : detectCounterpartyTurnoverFamily(joinedText);
         const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
         const broadBusinessEvaluation = compactOrganizationCashflowDisplay
             ? { family: "broad_business_evaluation" }
diff --git a/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts b/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
index cc090c3..c000812 100644
--- a/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
@@ -138,6 +138,122 @@ function mergeOrganizationIntoDiscoveryFollowupContext(
   return base;
 }
 
+function compactLower(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function hasCompactCashflowFollowupSignal(text: string | null): boolean {
+  const value = compactLower(text);
+  if (!value) {
+    return false;
+  }
+  return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+}
+
+function dateScopeToFilterWindow(dateScope: string | null): Record<string, string> | null {
+  if (!dateScope) {
+    return null;
+  }
+  if (/^(?:19|20)\d{2}$/.test(dateScope)) {
+    return {
+      period_from: `${dateScope}-01-01`,
+      period_to: `${dateScope}-12-31`
+    };
+  }
+  if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(dateScope)) {
+    return { as_of_date: dateScope };
+  }
+  return null;
+}
+
+function looksLikeReliableOrganizationScope(value: string | null): boolean {
+  const text = compactLower(value);
+  if (!text) {
+    return false;
+  }
+  if (/(?:\u0440\u0430\u0437\u0431\u0438\u0432|\u0440\u0430\u0437\u0440\u0435\u0437|\u0432\u0445\u043e\u0434\u044f\u0449|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043d\u0435\u0442\u0442\u043e|\u0442\u043e\u043f)/iu.test(text)) {
+    return false;
+  }
+  return /(?:^|[\s"'\u00ab])(?:\u043e\u043e\u043e|\u0438\u043f|\u043f\u0430\u043e|\u0430\u043e|\u0437\u0430\u043e)(?:[\s"'\u00bb]|$)|\u043e\u0431\u0449\u0435\u0441\u0442\u0432\p{L}*\s+\u0441\s+\u043e\u0433\u0440\u0430\u043d\u0438\u0447\p{L}*\s+\u043e\u0442\u0432\p{L}*|\b(?:llc|inc|corp)\b/iu.test(text);
+}
+
+function inferBusinessOverviewDiscoveryContextFromSessionItems(
+  sessionItems: unknown[],
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): Record<string, unknown> | null {
+  for (let index = sessionItems.length - 1; index >= 0; index -= 1) {
+    const item = toRecordObject(sessionItems[index]);
+    if (toNonEmptyString(item?.role) !== "assistant") {
+      continue;
+    }
+    const debug = toRecordObject(item?.debug);
+    const entryPoint = toRecordObject(debug?.assistant_mcp_discovery_entry_point_v1);
+    const turnInput = toRecordObject(entryPoint?.turn_input);
+    const dataNeedGraph = toRecordObject(turnInput?.data_need_graph);
+    if (toNonEmptyString(dataNeedGraph?.business_fact_family) !== "business_overview") {
+      continue;
+    }
+    const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+    const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+    if (!filterWindow) {
+      continue;
+    }
+    const previousFilters: Record<string, unknown> = { ...filterWindow };
+    const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+    if (looksLikeReliableOrganizationScope(organization)) {
+      previousFilters.organization = organization;
+    }
+    const rankingNeed = toNonEmptyString(dataNeedGraph?.ranking_need);
+    return {
+      previous_discovery_pilot_scope: "business_overview_route_template_v1",
+      previous_filters: previousFilters,
+      root_filters: { ...previousFilters },
+      previous_seeded_ranking_need: rankingNeed,
+      previous_intent: "business_overview",
+      root_intent: "business_overview"
+    };
+  }
+  return null;
+}
+
+function mergeBusinessOverviewDateContextForCompactCashflow(input: {
+  userMessage: string;
+  followupContext: Record<string, unknown> | null;
+  sessionItems: unknown[];
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
+}): Record<string, unknown> | null {
+  if (!hasCompactCashflowFollowupSignal(input.userMessage)) {
+    return input.followupContext;
+  }
+  const existingFilters = toRecordObject(input.followupContext?.previous_filters);
+  if (
+    input.toNonEmptyString(existingFilters?.period_from) ||
+    input.toNonEmptyString(existingFilters?.period_to) ||
+    input.toNonEmptyString(existingFilters?.as_of_date)
+  ) {
+    return input.followupContext;
+  }
+  const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
+  if (!inferred) {
+    return input.followupContext;
+  }
+  return {
+    ...inferred,
+    ...(input.followupContext ?? {}),
+    previous_filters: {
+      ...(toRecordObject(inferred.previous_filters) ?? {}),
+      ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+    },
+    root_filters: {
+      ...(toRecordObject(inferred.root_filters) ?? {}),
+      ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+    }
+  };
+}
+
 function hasSelectedObjectInventorySignal(text: string | null): boolean {
   return /(?:по\s+выбранному\s+объекту|по\s+выбранной\s+позиции|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ним|selected\s+object)/iu.test(
     String(text ?? "")
@@ -397,12 +513,18 @@ export async function buildAssistantAddressOrchestrationRuntime(
   const orchestrationContract = toRecordObject(orchestrationDecision.orchestrationContract);
   const predecomposeContract = toRecordObject(addressPreDecompose.predecomposeContract);
   const explicitPredecomposeOrganization = predecomposeOrganizationName(predecomposeContract, input.toNonEmptyString);
-  const discoveryFollowupContext = mergeOrganizationIntoDiscoveryFollowupContext(
+  const discoveryFollowupContextWithOrganization = mergeOrganizationIntoDiscoveryFollowupContext(
     followupContext,
     explicitPredecomposeOrganization
       ? null
       : sessionOrganizationName(input.sessionOrganizationScope ?? null, input.toNonEmptyString)
   );
+  const discoveryFollowupContext = mergeBusinessOverviewDateContextForCompactCashflow({
+    userMessage: input.userMessage,
+    followupContext: discoveryFollowupContextWithOrganization,
+    sessionItems: input.sessionItems,
+    toNonEmptyString: input.toNonEmptyString
+  });
   const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(
     input.userMessage,
     addressInputMessage,
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts
index e6a29aa..c832651 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts
@@ -184,7 +184,7 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input: {
     return true;
   }
   if (
-    /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)
+    /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u0438\u0441\u0445\u043e\u0434\u044f\u0449\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e)/iu.test(text)
   ) {
     return true;
   }
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
index 38f67ef..4ee9469 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
@@ -80,7 +80,7 @@ function requestsCompactCashflowAnswer(
   ) {
     return true;
   }
-  return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(
+  return /(?:\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}+|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u0434\u0435\u043d\p{L}{0,20}\s+\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u0440\u0438\u0448\u043b\p{L}*[\s\S]{0,80}\u0443\u0448\u043b\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*)[\s\S]{0,120}(?:\u0434\u0435\u043d\p{L}*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u043e\u043b\u0443\u0447|\u043f\u0440\u0438\u0448\u043b))/iu.test(
     text
   );
 }
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
index d09aec2..d055750 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
@@ -353,6 +353,18 @@ function collectEntityCandidates(value: unknown): string[] {
   return result;
 }
 
+function collectReasonCodes(value: unknown): string[] {
+  const result: string[] = [];
+  if (!Array.isArray(value)) {
+    const reason = toNonEmptyString(value);
+    return reason ? [reason] : result;
+  }
+  for (const item of value) {
+    pushUnique(result, item);
+  }
+  return result;
+}
+
 function collectPredecomposeEntities(predecompose: Record<string, unknown> | null): {
   counterparty: string | null;
   organization: string | null;
@@ -1782,6 +1794,10 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const rawAction = toNonEmptyString(assistantTurnMeaning?.asked_action_family);
   const rawAggregationAxis = toNonEmptyString(assistantTurnMeaning?.asked_aggregation_axis);
   const unsupported = toNonEmptyString(assistantTurnMeaning?.unsupported_but_understood_family);
+  const assistantTurnMeaningReasonCodes = collectReasonCodes(assistantTurnMeaning?.reason_codes);
+  const compactCashflowDisplayFollowupSignal = assistantTurnMeaningReasonCodes.includes(
+    "compact_cashflow_display_current_turn_signal"
+  );
   const broadBusinessEvaluationUnsupported = unsupported === "broad_business_evaluation";
   const seededBusinessOverviewSignal =
     broadBusinessEvaluationUnsupported ||
@@ -2553,6 +2569,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
   const topicSwitchSuppressesFollowupScope = Boolean(
     rawTopicSwitchSignal &&
+      !compactCashflowDisplayFollowupSignal &&
       (rawMetadataSignal ||
         businessOverviewSignal ||
         rawEntitySearchOverridesStaleScope ||
diff --git a/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts b/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
index c36bfa3..9289669 100644
--- a/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
+++ b/llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts
@@ -145,7 +145,7 @@ function hasCompactOrganizationCashflowDisplaySignal(text) {
     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(
+    /(?:\u043a\u043e\u0440\u043e\u0442\u043a\w*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433\p{L}*|\u043d\u0435\s+\u043e\u0431\u0437\u043e\u0440|\u043f\u0440\u043e\u0441\u0442\u043e\s+\u0434\u0435\u043d\p{L}*|\u0431\u0435\u0437\s+\u0442\u043e\u043f(?:\u043e\u0432|\u0430)?\b|\u0431\u0435\u0437\s+\u0441\u043f\u0438\u0441(?:\u043a\p{L}*)?|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*)/iu.test(
       normalized
     );
   if (!hasCompactCue) {
@@ -156,14 +156,15 @@ function hasCompactOrganizationCashflowDisplaySignal(text) {
       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(
+    /(?:\u0434\u0430\u0439|\u043f\u043e\u043a\u0430\u0436\p{L}*|\u0438\u0442\u043e\u0433\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0437\u0430\u0440\u0430\u0431\u043e\u0442\p{L}*|\u043f\u0440\u0438\u0448\p{L}*|\u0443\u0448\p{L}*|\u043f\u043e\u043b\u0443\u0447\p{L}*|\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*|\u0434\u0435\u043d\u0435\u0436\p{L}*\s+\u043d\u0435\u0442\u0442\u043e|how\s+much|show|give|earned|received|paid)/iu.test(
       normalized
     );
   const hasExplicitExclusionCue =
     /(?:\u0438\u0441\u043a\u043b\u044e\u0447\p{L}*|\u0443\u0431\u0435\u0440\p{L}*|\u043a\u0440\u043e\u043c\u0435|exclude|excluding|without)[\s\S]{0,80}(?:\u043a\u0440\u0443\u043f\u043d\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\p{L}*|\u043a\u043b\u0438\u0435\u043d\u0442\p{L}*|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\p{L}*|\u043e\u043f\u0435\u0440\u0430\u0446\p{L}*|counterpart|customer|supplier|operation)/iu.test(
       normalized
     );
-  return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue;
+  const hasSpecificCounterpartyScope = detectScopedCounterpartyEntity(normalized) !== null;
+  return hasMoneyCue && hasOrganizationEarningsCue && !hasExplicitExclusionCue && !hasSpecificCounterpartyScope;
 }
 
 function detectScopedCounterpartyEntity(text) {
@@ -485,8 +486,8 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
     const compactOrganizationCashflowDisplay = hasCompactOrganizationCashflowDisplaySignal(rawText);
     const supportedIntent = compactOrganizationCashflowDisplay ? null : detectSupportedIntent(joinedText, deps);
-    const counterpartyBidirectionalValueFlow = detectCounterpartyBidirectionalValueFlowFamily(joinedText);
-    const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
+    const counterpartyBidirectionalValueFlow = compactOrganizationCashflowDisplay ? null : detectCounterpartyBidirectionalValueFlowFamily(joinedText);
+    const counterpartyTurnover = compactOrganizationCashflowDisplay ? null : detectCounterpartyTurnoverFamily(joinedText);
     const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
     const broadBusinessEvaluation =
       compactOrganizationCashflowDisplay
diff --git a/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts b/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
index 26b8e5d..a170a5f 100644
--- a/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
+++ b/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
@@ -224,6 +224,89 @@ describe("assistant address orchestration runtime adapter", () => {
     );
   });
 
+  it("rebuilds business overview period carryover for compact cashflow follow-up when address carryover is absent", async () => {
+    const runMcpDiscoveryRuntimeEntryPoint = vi.fn(async () => ({
+      schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+      policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
+      entry_status: "bridge_executed",
+      hot_runtime_wired: false,
+      discovery_attempted: true
+    }));
+    const input = buildInput({
+      userMessage:
+        "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+      sessionItems: [
+        {
+          role: "assistant",
+          debug: {
+            assistant_mcp_discovery_entry_point_v1: {
+              turn_input: {
+                data_need_graph: {
+                  business_fact_family: "business_overview",
+                  ranking_need: "top_desc"
+                },
+                turn_meaning_ref: {
+                  explicit_date_scope: "2020",
+                  explicit_organization_scope:
+                    "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441"
+                }
+              }
+            }
+          }
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage:
+          "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          period: {}
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => null),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: false,
+        livingMode: "chat",
+        livingReason: "unsupported_current_turn_meaning_boundary",
+        toolGateDecision: "skip_address_lane",
+        toolGateReason: "unsupported_current_turn_meaning_boundary",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_summary",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    expect(runMcpDiscoveryRuntimeEntryPoint).toHaveBeenCalledWith(
+      expect.objectContaining({
+        followupContext: expect.objectContaining({
+          previous_discovery_pilot_scope: "business_overview_route_template_v1",
+          previous_seeded_ranking_need: "top_desc",
+          previous_filters: expect.objectContaining({
+            period_from: "2020-01-01",
+            period_to: "2020-12-31"
+          }),
+          root_filters: expect.objectContaining({
+            period_from: "2020-01-01",
+            period_to: "2020-12-31"
+          })
+        })
+      })
+    );
+  });
+
   it("passes grounded discovery follow-up carryover into MCP discovery entry point for a short year switch", async () => {
     const runMcpDiscoveryRuntimeEntryPoint = vi.fn(async () => ({
       schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
diff --git a/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts b/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
index 4e9cd76..6b1afa7 100644
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
@@ -704,6 +704,80 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("wide overview");
   });
 
+  it("uses compact cashflow output for one-line no-breakdown wording", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "47 628 853,03 \u0440\u0443\u0431."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "43 763 351,53 \u0440\u0443\u0431."
+              },
+              net_amount_human_ru: "3 865 501,50 \u0440\u0443\u0431.",
+              net_direction: "net_incoming",
+              top_customers: [
+                {
+                  axis_value: "\u0421\u0411\u0415\u0420\u0411\u0410\u041d\u041a, \u041f\u0410\u041e",
+                  total_amount_human_ru: "12 792 194,31 \u0440\u0443\u0431."
+                }
+              ],
+              top_suppliers: [
+                {
+                  axis_value: "\u0414\u0435\u043f\u0430\u0440\u0442\u0430\u043c\u0435\u043d\u0442",
+                  total_amount_human_ru: "9 612 904,90 \u0440\u0443\u0431."
+                }
+              ]
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "wide overview should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: "\u0427\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435"
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("\u0437\u0430 2020");
+    expect(candidate.reply_text).toContain("47 628 853,03");
+    expect(candidate.reply_text).toContain("43 763 351,53");
+    expect(candidate.reply_text).toContain("3 865 501,50");
+    expect(candidate.reply_text).not.toContain("\u0421\u0411\u0415\u0420\u0411\u0410\u041d\u041a");
+    expect(candidate.reply_text).not.toContain("\u0427\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
   it("labels organization-scoped bidirectional value-flow continuations as company scope", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
diff --git a/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts b/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
index ca3a905..6b370ae 100644
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
@@ -2380,6 +2380,47 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.data_need_graph?.reason_codes).toContain("data_need_graph_business_overview_direct_money_answer");
   });
 
+  it("preserves previous overview period for compact cashflow display follow-ups", () => {
+    const orgName = "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_summary",
+        asked_action_family: "broad_evaluation",
+        unsupported_but_understood_family: "broad_business_evaluation",
+        stale_replay_forbidden: true,
+        reason_codes: ["compact_cashflow_display_current_turn_signal"]
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        },
+        previous_seeded_ranking_need: "top_desc"
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.ranking_need).toBeNull();
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+    expect(result.reason_codes).toContain("mcp_discovery_date_scope_from_followup_context");
+    expect(result.reason_codes).not.toContain("mcp_discovery_topic_switch_suppressed_followup_scope");
+    expect(result.data_need_graph?.reason_codes).toContain("data_need_graph_business_overview_direct_money_answer");
+    expect(result.data_need_graph?.reason_codes).not.toContain("data_need_graph_all_time_scope_hint");
+  });
+
   it("routes organization-level profit and margin wording to business overview instead of exact value recipes", () => {
     const orgName = "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
     const result = buildAssistantMcpDiscoveryTurnInput({
diff --git a/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts b/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
index 42dd2b3..2ea01b6 100644
--- a/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
+++ b/llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts
@@ -216,6 +216,32 @@ describe("assistantTurnMeaningPolicy", () => {
     expect(meaning.reason_codes).not.toContain("counterparty_turnover_current_turn_signal");
   });
 
+  it.each([
+    "\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0434\u0435\u043d\u044c\u0433\u0430\u043c\u0438 \u0431\u0435\u0437 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u043e\u0432?",
+    "\u0442\u043e\u043b\u044c\u043a\u043e \u0438\u0442\u043e\u0433: \u043f\u0440\u0438\u0448\u043b\u043e, \u0443\u0448\u043b\u043e, \u043d\u0435\u0442\u0442\u043e",
+    "\u0434\u0430\u0439 \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0434\u0435\u043d\u044c\u0433\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0438",
+    "\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u0438 \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u0431\u0435\u0437 \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438"
+  ])("treats compact cashflow wording '%s' as business-summary display request", (rawUserMessage) => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage,
+      effectiveAddressUserMessage:
+        "\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u043e\u0431\u043e\u0440\u043e\u0442 \u0438 \u0432\u044b\u0440\u0443\u0447\u043a\u0443 \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0431\u0435\u0437 \u0440\u0430\u0437\u0440\u0435\u0437\u0430 \u043f\u043e \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430\u043c."
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.explicit_entity_candidates).toEqual([]);
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+    expect(meaning.stale_replay_forbidden).toBe(true);
+    expect(meaning.reason_codes).toContain("compact_cashflow_display_current_turn_signal");
+    expect(meaning.reason_codes).not.toContain("counterparty_turnover_current_turn_signal");
+  });
+
   it("treats organization-level earnings and best-year wording as business overview", () => {
     const policy = buildPolicy({
       resolveAddressIntent: () => ({ intent: "customer_revenue_and_payments", confidence: "high" })
diff --git a/llm_normalizer/data/autorun_generators/history.json b/llm_normalizer/data/autorun_generators/history.json
index 7774268..16c7cad 100644
--- a/llm_normalizer/data/autorun_generators/history.json
+++ b/llm_normalizer/data/autorun_generators/history.json
@@ -1,4 +1,53 @@
 [
+  {
+    "generation_id": "gen-ag05231427-70915a",
+    "created_at": "2026-05-23T14:27:55+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Cashflow compact display variants",
+    "count": 5,
+    "domain": "autonomy_business_answer_contract",
+    "questions": [
+      "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+      "сколько заработали деньгами без контрагентов?",
+      "только итог: пришло, ушло, нетто",
+      "дай одной строкой деньги без разбивки",
+      "сколько получили и заплатили без детализации"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260523142755_gen-ag05231427-70915a.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_20260523142755_gen-ag05231427-70915a.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Targeted AGENT replay for compact cashflow display modifiers: no counterparties, no breakdown, one-line and only-total follow-ups must preserve the 2020 company cashflow context.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_compact_display_variants_20260523.json",
+      "scenario_id": "agent_cashflow_compact_display_variants_20260523",
+      "semantic_tags": [
+        "business_overview",
+        "context_anchor",
+        "direct_totals",
+        "display_modifier",
+        "no_breakdown",
+        "no_counterparty_breakdown",
+        "no_details",
+        "one_line",
+        "only_total",
+        "temporal_carryover"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_compact_display_variants_live5",
+      "saved_after_validated_replay": true
+    }
+  },
   {
     "generation_id": "gen-ag05231310-3d45fe",
     "created_at": "2026-05-23T13:10:25+00:00",
diff --git a/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523142755_gen-ag05231427-70915a.json b/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523142755_gen-ag05231427-70915a.json
new file mode 100644
index 0000000..4abcc15
--- /dev/null
+++ b/llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523142755_gen-ag05231427-70915a.json
@@ -0,0 +1,145 @@
+{
+  "saved_at": "2026-05-23T14:27:55+00:00",
+  "generation_id": "gen-ag05231427-70915a",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Cashflow compact display variants",
+  "agent_run": true,
+  "questions": [
+    "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+    "сколько заработали деньгами без контрагентов?",
+    "только итог: пришло, ушло, нетто",
+    "дай одной строкой деньги без разбивки",
+    "сколько получили и заплатили без детализации"
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Targeted AGENT replay for compact cashflow display modifiers: no counterparties, no breakdown, one-line and only-total follow-ups must preserve the 2020 company cashflow context.",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_compact_display_variants_20260523.json",
+    "scenario_id": "agent_cashflow_compact_display_variants_20260523",
+    "semantic_tags": [
+      "business_overview",
+      "context_anchor",
+      "direct_totals",
+      "display_modifier",
+      "no_breakdown",
+      "no_counterparty_breakdown",
+      "no_details",
+      "one_line",
+      "only_total",
+      "temporal_carryover"
+    ],
+    "validation_status": "accepted_live_replay",
+    "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_compact_display_variants_live5",
+    "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_compact_display_variants_live5",
+      "final_status": "accepted",
+      "review_overall_status": "pass",
+      "business_overall_status": "pass",
+      "steps_total": 5,
+      "steps_passed": 5,
+      "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": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
+        "created_at": "2026-05-23T14:27:55+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "сколько заработали деньгами без контрагентов?",
+        "created_at": "2026-05-23T14:27:55+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "только итог: пришло, ушло, нетто",
+        "created_at": "2026-05-23T14:27:55+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "дай одной строкой деньги без разбивки",
+        "created_at": "2026-05-23T14:27:55+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "сколько получили и заплатили без детализации",
+        "created_at": "2026-05-23T14:27:55+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 for compact cashflow display modifiers: no counterparties, no breakdown, one-line and only-total follow-ups must preserve the 2020 company cashflow context.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_cashflow_compact_display_variants_20260523.json",
+      "scenario_id": "agent_cashflow_compact_display_variants_20260523",
+      "semantic_tags": [
+        "business_overview",
+        "context_anchor",
+        "direct_totals",
+        "display_modifier",
+        "no_breakdown",
+        "no_counterparty_breakdown",
+        "no_details",
+        "one_line",
+        "only_total",
+        "temporal_carryover"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_cashflow_compact_display_variants_live5",
+      "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_compact_display_variants_live5",
+        "final_status": "accepted",
+        "review_overall_status": "pass",
+        "business_overall_status": "pass",
+        "steps_total": 5,
+        "steps_passed": 5,
+        "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_20260523142755_gen-ag05231427-70915a.json b/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523142755_gen-ag05231427-70915a.json
new file mode 100644
index 0000000..4f6288c
--- /dev/null
+++ b/llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523142755_gen-ag05231427-70915a.json
@@ -0,0 +1,40 @@
+{
+  "suite_id": "assistant_saved_session_gen-ag05231427-70915a",
+  "suite_version": "0.1.0",
+  "schema_version": "assistant_saved_session_suite_v0_1",
+  "generated_at": "2026-05-23T14:27:55+00:00",
+  "generation_id": "gen-ag05231427-70915a",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Cashflow compact display variants",
+  "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 compact display variants",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "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": "сколько заработали деньгами без контрагентов?"
+        },
+        {
+          "user_message": "только итог: пришло, ушло, нетто"
+        },
+        {
+          "user_message": "дай одной строкой деньги без разбивки"
+        },
+        {
+          "user_message": "сколько получили и заплатили без детализации"
+        }
+      ]
+    }
+  ]
+}