Усилить семантический контур агента и большой прогон

docs/orchestration/agent_business_overview_counterparty_reliability_20260524.json

@@ -0,0 +1,276 @@
+{
+  "schema_version": "domain_scenario_pack_v1",
+  "pack_id": "agent_business_overview_counterparty_reliability_20260524",
+  "domain": "agent_business_overview_counterparty_reliability",
+  "title": "Agent business overview and counterparty documents reliability proof",
+  "description": "Focused proof pack for business-useful company overview, money flow, VAT/document boundaries, all-time scope reset, and explicit SVK counterparty document separation.",
+  "analysis_context": {
+    "as_of_date": "2026-05-24",
+    "source": "agent_reliability_uplift_business_overview_counterparty_slice"
+  },
+  "bindings": {
+    "main_organization": "ООО Альтернатива Плюс",
+    "control_year": "2020",
+    "svk_counterparty": "Группа СВК"
+  },
+  "scenarios": [
+    {
+      "scenario_id": "company_business_overview_scope",
+      "title": "Company overview, money flow, VAT boundary, and all-time scope reset",
+      "description": "Validates that the assistant can answer a broad business question directly, keep period scope honest, and reset from 2020 to all available time without carrying stale tax claims.",
+      "steps": [
+        {
+          "step_id": "s01_business_overview_2020",
+          "title": "Direct business overview for the company and year",
+          "node_role": "root",
+          "question": "Дай взрослый бизнес-обзор {{bindings.main_organization}} за {{bindings.control_year}} год по данным 1С: обороты, входящие и исходящие деньги, нетто, НДС, долги, склад, клиенты, поставщики и что пока нельзя утверждать.",
+          "expected_intents": ["business_overview"],
+          "semantic_tags": ["business_overview", "money", "vat", "debt", "inventory", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "Альтернатива",
+            "2020"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)selected_chain_id",
+            "(?i)runtime_",
+            "(?i)business_overview_route_template_v1",
+            "(?i)mcp_discovery"
+          ]
+        },
+        {
+          "step_id": "s02_money_followup",
+          "title": "Money follow-up with counterparty highlights",
+          "question": "Раскрой деньги подробнее: сколько получили, сколько заплатили, какой чистый денежный поток, кто главный клиент и главный поставщик в {{bindings.control_year}}.",
+          "depends_on": ["s01_business_overview_2020"],
+          "semantic_tags": ["money", "counterparty", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "2020"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_"
+          ]
+        },
+        {
+          "step_id": "s03_vat_documents_boundary",
+          "title": "VAT and document evidence boundary",
+          "question": "Что с НДС за {{bindings.control_year}} год по {{bindings.main_organization}}: какая позиция видна, на чем она основана и чего не хватает для налогового вывода?",
+          "depends_on": ["s02_money_followup"],
+          "semantic_tags": ["vat", "documents", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "НДС",
+            "2020"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_",
+            "(?i)точно подтвержден.*налогов"
+          ]
+        },
+        {
+          "step_id": "s04_all_time_scope_reset",
+          "title": "All-time company overview without stale VAT carryover",
+          "question": "Теперь за все доступное время дай обзор компании в целом, но не тащи НДС за {{bindings.control_year}} как подтвержденную общую налоговую позицию.",
+          "depends_on": ["s03_vat_documents_boundary"],
+          "semantic_tags": ["business_overview", "vat", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "доступн",
+            "НДС"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_",
+            "(?i)НДС за 2020.*общая налоговая позиция"
+          ]
+        }
+      ]
+    },
+    {
+      "scenario_id": "svk_counterparty_documents_scope",
+      "title": "Explicit SVK counterparty money and document scope",
+      "description": "Validates that an explicit counterparty request is not confused with company overview context and that document evidence is separated from business conclusions.",
+      "steps": [
+        {
+          "step_id": "s01_svk_money_documents",
+          "title": "Explicit counterparty money flow and evidence",
+          "node_role": "root",
+          "question": "Отдельно по контрагенту {{bindings.svk_counterparty}}, без опоры на прошлый диалог: сколько денег прошло, что входящее, что исходящее и есть ли документы или движения, на которых это основано?",
+          "expected_intents": ["value_flow"],
+          "semantic_tags": ["counterparty", "money", "documents", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)selected_chain_id",
+            "(?i)runtime_",
+            "(?i)mcp_discovery",
+            "(?i)Альтернатива Плюс.*контрагент"
+          ]
+        },
+        {
+          "step_id": "s02_svk_documents_followup",
+          "title": "Counterparty documents follow-up",
+          "question": "Покажи документы по этой цепочке и не смешивай {{bindings.svk_counterparty}} с организацией {{bindings.main_organization}}.",
+          "depends_on": ["s01_svk_money_documents"],
+          "semantic_tags": ["counterparty", "documents", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_",
+            "(?i)Альтернатива Плюс.*как контрагент"
+          ]
+        },
+        {
+          "step_id": "s03_company_vs_svk_summary",
+          "title": "Separate company and counterparty conclusions",
+          "question": "Собери короткий итог: что мы подтвердили по компании, что отдельно по {{bindings.svk_counterparty}}, какие выводы можно делать и какие нельзя.",
+          "depends_on": ["s01_svk_money_documents", "s02_svk_documents_followup"],
+          "semantic_tags": ["business_overview", "counterparty", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК",
+            "компан"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_"
+          ]
+        }
+      ]
+    },
+    {
+      "scenario_id": "company_business_overview_colloquial_scope",
+      "title": "Colloquial company overview and money follow-up",
+      "description": "Adds colloquial wording coverage for the same company-level business overview edge without changing the business contract.",
+      "steps": [
+        {
+          "step_id": "s01_colloquial_company_overview_2020",
+          "title": "Colloquial business overview for the company",
+          "node_role": "root",
+          "question": "По-человечески посмотри {{bindings.main_organization}} за {{bindings.control_year}}: что по бизнесу видно в 1С по деньгам, НДС, долгам, складу, клиентам/поставщикам и где пока нельзя делать вывод?",
+          "expected_intents": ["business_overview"],
+          "semantic_tags": ["business_overview", "colloquial", "money", "vat", "debt", "inventory", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "2020",
+            "НДС"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)selected_chain_id",
+            "(?i)runtime_",
+            "(?i)mcp_discovery"
+          ]
+        },
+        {
+          "step_id": "s02_colloquial_money_leaders",
+          "title": "Colloquial money leaders follow-up",
+          "question": "А по деньгам в этом же году кто больше всего занес и кому больше всего ушло? Банк не называй обычным клиентом без оговорки.",
+          "depends_on": ["s01_colloquial_company_overview_2020"],
+          "semantic_tags": ["money", "counterparty", "colloquial", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "2020"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_"
+          ]
+        }
+      ]
+    },
+    {
+      "scenario_id": "svk_selected_object_followup_scope",
+      "title": "Selected-object style SVK counterparty follow-up",
+      "description": "Adds pronoun and selected-object style coverage for the SVK counterparty edge: root counterparty fact, documents by selected object, and separated summary.",
+      "steps": [
+        {
+          "step_id": "s01_select_svk_counterparty_money",
+          "title": "Select SVK as the active counterparty",
+          "node_role": "root",
+          "question": "Возьми как выбранного контрагента {{bindings.svk_counterparty}}: сколько по нему входящих денег, исходящих денег и расчетное нетто, на чем это основано?",
+          "expected_intents": ["value_flow"],
+          "semantic_tags": ["counterparty", "money", "selected_object", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)selected_chain_id",
+            "(?i)runtime_",
+            "(?i)mcp_discovery"
+          ]
+        },
+        {
+          "step_id": "s02_pronoun_documents_for_selected_svk",
+          "title": "Documents for the selected counterparty by pronoun",
+          "question": "Теперь по нему покажи документы и не переключайся на организацию.",
+          "depends_on": ["s01_select_svk_counterparty_money"],
+          "semantic_tags": ["counterparty", "documents", "selected_object", "pronoun_followup", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК"
+          ],
+          "forbidden_answer_patterns": [
+            "(?i)capability_id",
+            "(?i)runtime_",
+            "(?i)Альтернатива Плюс.*как контрагент"
+          ]
+        },
+        {
+          "step_id": "s03_selected_svk_company_boundary_summary",
+          "title": "Boundary summary after selected-object document follow-up",
+          "question": "И коротко сравни: что у нас подтверждено по компании, что отдельно по выбранному контрагенту, и какие выводы нельзя делать?",
+          "depends_on": ["s01_select_svk_counterparty_money", "s02_pronoun_documents_for_selected_svk"],
+          "semantic_tags": ["business_overview", "counterparty", "selected_object", "scope_guard"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": [
+            "СВК",
+            "компан"
+          ],
+      "forbidden_answer_patterns": [
+        "(?i)capability_id",
+        "(?i)runtime_"
+      ]
+    },
+    {
+      "step_id": "s04_org_clarification_boundary_summary",
+      "title": "Complete boundary summary after organization clarification",
+      "question": "{{bindings.main_organization}}",
+      "depends_on": [
+        "s03_selected_svk_company_boundary_summary"
+      ],
+      "semantic_tags": [
+        "business_overview",
+        "counterparty",
+        "selected_object",
+        "organization_clarification",
+        "scope_guard"
+      ],
+      "required_answer_shape": "direct_answer_first",
+      "required_answer_patterns_all": [
+        "Альтернатива Плюс",
+        "СВК",
+        "Нельзя"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)capability_id",
+        "(?i)runtime_",
+        "(?i)mcp_discovery"
+      ]
+    }
+  ]
+}
+  ]
+}

llm_normalizer/backend/dist/services/addressIntentResolver.js

@@ -1664,6 +1664,27 @@ function hasBidirectionalValueFlowComparisonSignal(text) {
     const hasNetAmountCue = /(?:сколько|сумм|итог|нетто|сальдо|минус|net|total|sum)/iu.test(normalized);
     return hasIncomingCue && hasOutgoingCue && hasComparisonCue && (hasValueFlowCue || hasNetAmountCue);
 }
+function countBroadBusinessOverviewBridgeAxes(text) {
+    const axisPatterns = [
+        /(?:\u0434\u0435\u043d\p{L}*|\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|\u043f\u043b\u0430\u0442\p{L}*|money|cash|revenue|turnover)/iu,
+        /(?:\u043d\u0434\u0441|vat)/iu,
+        /(?:\u0434\u043e\u043b\p{L}*|\u0434\u0435\u0431\u0438\u0442\u043e\u0440\p{L}*|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\p{L}*|receivable|payable|debt)/iu,
+        /(?:\u0441\u043a\u043b\u0430\u0434|\u043e\u0441\u0442\u0430\u0442|\u0437\u0430\u043f\u0430\u0441|\u0442\u043e\u0432\u0430\u0440|warehouse|stock|inventory)/iu,
+        /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|customer|client|buyer)/iu,
+        /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0432\u0435\u043d\u0434\u043e\u0440|\u0437\u0430\u043a\u0443\u043f|supplier|vendor|procurement)/iu,
+        /(?:\u0433\u0434\u0435[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0434\u0435\u043b\u0430\p{L}*|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|\u0447\u0442\u043e[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|cannot|unknown|missing|limitation)/iu
+    ];
+    return axisPatterns.reduce((count, pattern) => count + (pattern.test(text) ? 1 : 0), 0);
+}
+function hasBroadBusinessOverviewBridgeSignal(text) {
+    const normalized = String(text ?? "").trim().toLowerCase();
+    if (!normalized) {
+        return false;
+    }
+    const hasBroadCue = /(?:\u043f\u043e[-\s]*\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\p{L}*|\u0447\u0442\u043e\s+\u043f\u043e\s+\u0431\u0438\u0437\u043d\u0435\u0441\u0443\s+\u0432\u0438\u0434\u043d\p{L}*|\u043f\u043e\u0441\u043c\u043e\u0442\p{L}*[\s\S]{0,100}(?:\u0431\u0438\u0437\u043d\u0435\u0441|\u0434\u0435\u044f\u0442\u0435\u043b\p{L}*)|\u0431\u0438\u0437\u043d\u0435\u0441[\s\S]{0,80}(?:\u0432\u0438\u0434\u043d\p{L}*|\u0432\u044b\u0432\u043e\u0434|\u0441\u0440\u0435\u0437)|human\s+readable\s+business\s+view)/iu.test(normalized);
+    const hasCompanyScope = /(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|\u043e\u0430\u043e|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0432\s+1\s?\u0441|1\s?c|company|organization|business|(?:19|20)\d{2})/iu.test(normalized);
+    return hasBroadCue && hasCompanyScope && countBroadBusinessOverviewBridgeAxes(normalized) >= 3;
+}
 function hasNomenclatureMarginRankingSignal(text) {
     const normalized = String(text ?? "").trim().toLowerCase();
     if (!normalized) {
@@ -1776,6 +1797,9 @@ function resolveUnicodeAddressIntentBridge(text) {
     if (!hasContractCue && (hasTopYearRevenueRankingCue || hasCustomerRevenueRankingBridgeSignal(normalized))) {
         return unicodeBridgeResolution("customer_revenue_and_payments", "high", "unicode_customer_revenue_ranking_bridge_signal_detected");
     }
+    if (hasBroadBusinessOverviewBridgeSignal(normalized)) {
+        return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_multi_surface_deferred_to_discovery");
+    }
     if (hasOrganizationLevelEarningsOverviewBridgeSignal(normalized)) {
         return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
     }

llm_normalizer/backend/dist/services/addressNavigationState.js

@@ -11,6 +11,7 @@ const MAX_RESULT_SETS = 40;
 const MAX_NAVIGATION_EVENTS = 120;
 const MAX_ENTITY_REFS_PER_RESULT_SET = 40;
 const DISPLAY_ENTITY_TYPE_BY_INTENT = {
+    business_overview: "organization",
     counterparty_activity_lifecycle: "counterparty",
     customer_revenue_and_payments: "counterparty",
     supplier_payouts_profile: "counterparty",
@@ -33,6 +34,7 @@ const DISPLAY_ENTITY_TYPE_BY_INTENT = {
     inventory_aging_by_purchase_date: "item"
 };
 const RESULT_SET_TYPE_BY_INTENT = {
+    business_overview: "profile_summary",
     counterparty_activity_lifecycle: "counterparty_list",
     customer_revenue_and_payments: "counterparty_list",
     supplier_payouts_profile: "counterparty_list",
@@ -69,6 +71,18 @@ function toObject(value) {
     }
     return value;
 }
+function cloneRecord(value) {
+    const record = toObject(value);
+    if (!record) {
+        return null;
+    }
+    try {
+        return JSON.parse(JSON.stringify(record));
+    }
+    catch {
+        return { ...record };
+    }
+}
 function toNonEmptyString(value) {
     if (typeof value !== "string") {
         return null;
@@ -76,6 +90,40 @@ function toNonEmptyString(value) {
     const trimmed = value.trim();
     return trimmed.length > 0 ? trimmed : null;
 }
+function candidateLabel(value) {
+    const direct = toNonEmptyString(value);
+    if (direct && direct !== "[object Object]") {
+        return direct;
+    }
+    const record = toObject(value);
+    if (!record) {
+        return null;
+    }
+    return (toNonEmptyString(record.value) ??
+        toNonEmptyString(record.name) ??
+        toNonEmptyString(record.ref) ??
+        toNonEmptyString(record.text));
+}
+function readNavigationDiscoveryCounterparty(debug) {
+    const entry = toObject(debug.assistant_mcp_discovery_entry_point_v1);
+    const turnInput = toObject(entry?.turn_input);
+    const turnMeaning = toObject(turnInput?.turn_meaning_ref);
+    const dataNeedGraph = toObject(turnInput?.data_need_graph);
+    const candidates = [
+        ...(Array.isArray(turnMeaning?.business_overview_separate_entity_candidates)
+            ? turnMeaning.business_overview_separate_entity_candidates
+            : []),
+        ...(Array.isArray(turnMeaning?.explicit_entity_candidates) ? turnMeaning.explicit_entity_candidates : []),
+        ...(Array.isArray(dataNeedGraph?.subject_candidates) ? dataNeedGraph.subject_candidates : [])
+    ];
+    for (const candidate of candidates) {
+        const label = candidateLabel(candidate);
+        if (label) {
+            return label;
+        }
+    }
+    return null;
+}
 function toAddressFocusObjectType(value) {
     const normalized = toNonEmptyString(value);
     if (!normalized) {
@@ -194,6 +242,21 @@ function cloneFocusObject(value) {
         selected_at: value.selected_at
     };
 }
+function cloneComparisonProofBundles(value) {
+    const record = toObject(value);
+    if (!record) {
+        return null;
+    }
+    const counterpartyValueFlowBundle = cloneRecord(record.counterparty_value_flow_bundle ?? record.previous_counterparty_value_flow_bundle);
+    const counterpartyDocumentBundle = cloneRecord(record.counterparty_document_bundle ?? record.previous_counterparty_document_bundle);
+    if (!counterpartyValueFlowBundle && !counterpartyDocumentBundle) {
+        return null;
+    }
+    return {
+        counterparty_value_flow_bundle: counterpartyValueFlowBundle,
+        counterparty_document_bundle: counterpartyDocumentBundle
+    };
+}
 function cloneResultSet(input) {
     return {
         result_set_id: input.result_set_id,
@@ -252,8 +315,63 @@ function buildFocusObject(objectType, label, resultSetId, createdAt) {
         selected_at: createdAt
     };
 }
+function cloneComparisonScope(value) {
+    if (!value || typeof value !== "object") {
+        return null;
+    }
+    return {
+        organization: cloneFocusObject(value.organization),
+        counterparty: cloneFocusObject(value.counterparty),
+        proof_bundles: cloneComparisonProofBundles(value.proof_bundles)
+    };
+}
+function sameBusinessLabel(left, right) {
+    const normalizedLeft = toNonEmptyString(left)?.toLocaleLowerCase("ru-RU");
+    const normalizedRight = toNonEmptyString(right)?.toLocaleLowerCase("ru-RU");
+    return Boolean(normalizedLeft && normalizedRight && normalizedLeft === normalizedRight);
+}
+function readBusinessOverviewComparisonProofBundles(debug) {
+    const entryPoint = toObject(debug.assistant_mcp_discovery_entry_point_v1);
+    const turnInput = toObject(entryPoint?.turn_input);
+    const turnMeaning = toObject(turnInput?.turn_meaning_ref);
+    const bridge = toObject(entryPoint?.bridge);
+    const pilot = toObject(bridge?.pilot);
+    const counterpartyValueFlowBundle = cloneRecord(turnMeaning?.previous_counterparty_value_flow_bundle) ??
+        cloneRecord(pilot?.derived_bidirectional_value_flow);
+    const counterpartyDocumentBundle = cloneRecord(turnMeaning?.previous_counterparty_document_bundle);
+    const counterparty = toNonEmptyString(counterpartyValueFlowBundle?.counterparty) ??
+        toNonEmptyString(counterpartyDocumentBundle?.counterparty) ??
+        readNavigationDiscoveryCounterparty(debug);
+    if (!counterparty) {
+        return null;
+    }
+    if (!counterpartyValueFlowBundle && !counterpartyDocumentBundle) {
+        return null;
+    }
+    return {
+        counterparty_value_flow_bundle: counterpartyValueFlowBundle,
+        counterparty_document_bundle: counterpartyDocumentBundle
+    };
+}
 function buildFocusObjectFromDebug(debug, resultSetId, createdAt) {
     const extractedFilters = toObject(debug.extracted_filters) ?? {};
+    const selectedDiscoveryChain = toNonEmptyString(debug.mcp_discovery_selected_chain_id);
+    if (selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true) {
+        const counterparty = (0, assistantContinuityPolicy_1.readAddressDebugCounterparty)(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug);
+        if (counterparty) {
+            return buildFocusObject("counterparty", counterparty, resultSetId, createdAt);
+        }
+        const organization = (0, assistantContinuityPolicy_1.readAddressDebugOrganization)(debug, toNonEmptyString);
+        if (organization) {
+            return buildFocusObject("organization", organization, resultSetId, createdAt);
+        }
+    }
+    if (selectedDiscoveryChain === "value_flow_comparison" && debug.mcp_discovery_response_applied === true) {
+        const counterparty = (0, assistantContinuityPolicy_1.readAddressDebugCounterparty)(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug);
+        if (counterparty) {
+            return buildFocusObject("counterparty", counterparty, resultSetId, createdAt);
+        }
+    }
     const objectType = toAddressFocusObjectType(debug.anchor_type);
     const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
     if (canonicalType === "item") {
@@ -282,9 +400,13 @@ function capNavigationEvents(events) {
     return events.slice(events.length - MAX_NAVIGATION_EVENTS);
 }
 function isAddressAssistantItem(item) {
-    return (item.role === "assistant" &&
+    if (item.role !== "assistant" || !item.debug) {
-        Boolean(item.debug) &&
+        return false;
-        toNonEmptyString(item.debug?.detected_mode) === "address_query");
+    }
+    if (toNonEmptyString(item.debug.detected_mode) === "address_query") {
+        return true;
+    }
+    return item.debug.mcp_discovery_response_applied === true && Boolean(toNonEmptyString(item.debug.mcp_discovery_selected_chain_id));
 }
 function createEmptyAddressNavigationState(sessionId, nowIso = new Date().toISOString()) {
     return {
@@ -294,6 +416,7 @@ function createEmptyAddressNavigationState(sessionId, nowIso = new Date().toISOS
         session_context: {
             active_result_set_id: null,
             active_focus_object: null,
+            comparison_scope: null,
             last_confirmed_route: null,
             date_scope: {
                 as_of_date: null,
@@ -317,6 +440,7 @@ function cloneAddressNavigationState(value) {
         session_context: {
             active_result_set_id: value.session_context.active_result_set_id,
             active_focus_object: cloneFocusObject(value.session_context.active_focus_object),
+            comparison_scope: cloneComparisonScope(value.session_context.comparison_scope),
             last_confirmed_route: value.session_context.last_confirmed_route,
             date_scope: {
                 as_of_date: value.session_context.date_scope.as_of_date,
@@ -347,6 +471,7 @@ function normalizeAddressNavigationState(value, sessionId) {
         session_context: {
             active_result_set_id: toNonEmptyString(context.active_result_set_id),
             active_focus_object: cloneFocusObject(context.active_focus_object),
+            comparison_scope: cloneComparisonScope(context.comparison_scope),
             last_confirmed_route: toNonEmptyString(context.last_confirmed_route),
             date_scope: {
                 as_of_date: toNonEmptyString(dateScope.as_of_date),
@@ -400,21 +525,40 @@ function evolveAddressNavigationStateWithAssistantItem(state, item, turnIndex) {
         return state;
     }
     const debug = item.debug;
-    const intent = toAddressIntent(debug.detected_intent);
+    const selectedDiscoveryChain = toNonEmptyString(debug.mcp_discovery_selected_chain_id);
-    if (intent === "unknown") {
+    const discoveryIntent = selectedDiscoveryChain === "business_overview"
+        ? "business_overview"
+        : selectedDiscoveryChain === "value_flow_comparison"
+            ? "customer_revenue_and_payments"
+            : "unknown";
+    const detectedIntent = toNonEmptyString(debug.detected_intent);
+    const intent = toAddressIntent(detectedIntent && detectedIntent !== "unknown" ? detectedIntent : discoveryIntent);
+    const trackableDiscoveryTurn = debug.mcp_discovery_response_applied === true && Boolean(selectedDiscoveryChain);
+    if (intent === "unknown" && !trackableDiscoveryTurn) {
         return state;
     }
     const createdAt = toNonEmptyString(item.created_at) ?? new Date().toISOString();
     const resultSetId = `rs-${item.message_id}`;
-    const routeId = toNonEmptyString(debug.selected_recipe);
+    const routeId = toNonEmptyString(debug.selected_recipe) ?? selectedDiscoveryChain;
     const filters = normalizeFilters(debug.extracted_filters);
-    const derivedOrganizationScope = resolveDerivedOrganizationScope(debug, filters, item.text);
+    const derivedOrganizationScope = resolveDerivedOrganizationScope(debug, filters, item.text) ?? (0, assistantContinuityPolicy_1.readAddressDebugOrganization)(debug, toNonEmptyString);
+    const derivedCounterpartyScope = selectedDiscoveryChain === "value_flow_comparison" && debug.mcp_discovery_response_applied === true
+        ? (0, assistantContinuityPolicy_1.readAddressDebugCounterparty)(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug)
+        : null;
     const filtersWithDerivedScope = derivedOrganizationScope && !toNonEmptyString(filters.organization)
         ? {
             ...filters,
-            organization: derivedOrganizationScope
+            organization: derivedOrganizationScope,
+            ...(derivedCounterpartyScope && !toNonEmptyString(filters.counterparty)
+                ? { counterparty: derivedCounterpartyScope }
+                : {})
         }
-        : filters;
+        : derivedCounterpartyScope && !toNonEmptyString(filters.counterparty)
+            ? {
+                ...filters,
+                counterparty: derivedCounterpartyScope
+            }
+            : filters;
     const sourceRefs = routeId ? [routeId] : [];
     const entityRefs = extractEntityRefsFromAssistantReply(item.text, intent);
     const resultSet = {
@@ -430,6 +574,34 @@ function evolveAddressNavigationStateWithAssistantItem(state, item, turnIndex) {
     };
     const previousResultSetId = state.session_context.active_result_set_id;
     const focusObject = buildFocusObjectFromDebug(debug, resultSetId, createdAt);
+    const comparisonCounterparty = selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+        ? readNavigationDiscoveryCounterparty(debug)
+        : null;
+    const comparisonOrganization = selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+        ? derivedOrganizationScope ?? toNonEmptyString(filtersWithDerivedScope.organization)
+        : null;
+    const currentComparisonProofBundles = selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+        ? readBusinessOverviewComparisonProofBundles(debug)
+        : null;
+    const inheritedComparisonScope = state.session_context.comparison_scope;
+    const inheritedComparisonProofBundles = comparisonCounterparty &&
+        sameBusinessLabel(inheritedComparisonScope?.counterparty?.label, comparisonCounterparty)
+        ? cloneComparisonProofBundles(inheritedComparisonScope?.proof_bundles)
+        : null;
+    const comparisonProofBundles = currentComparisonProofBundles ?? inheritedComparisonProofBundles;
+    const comparisonOrganizationObject = comparisonOrganization
+        ? buildFocusObject("organization", comparisonOrganization, resultSetId, createdAt)
+        : cloneFocusObject(inheritedComparisonScope?.organization ?? null);
+    const comparisonCounterpartyObject = comparisonCounterparty
+        ? buildFocusObject("counterparty", comparisonCounterparty, resultSetId, createdAt)
+        : cloneFocusObject(inheritedComparisonScope?.counterparty ?? null);
+    const comparisonScope = comparisonOrganizationObject || comparisonCounterpartyObject || comparisonProofBundles
+        ? {
+            organization: comparisonOrganizationObject,
+            counterparty: comparisonCounterpartyObject,
+            proof_bundles: comparisonProofBundles
+        }
+        : null;
     const action = resolveNavigationAction(debug, Boolean(focusObject));
     const navigationEvent = {
         event_id: `nav-${(0, nanoid_1.nanoid)(10)}`,
@@ -440,10 +612,11 @@ function evolveAddressNavigationStateWithAssistantItem(state, item, turnIndex) {
         turn_index: turnIndex,
         created_at: createdAt
     };
+    const discoveryTemporalScope = (0, assistantContinuityPolicy_1.readAddressDebugTemporalScope)(debug, toNonEmptyString);
     const normalizedDateScope = {
-        as_of_date: toNonEmptyString(filtersWithDerivedScope.as_of_date),
+        as_of_date: toNonEmptyString(filtersWithDerivedScope.as_of_date) ?? discoveryTemporalScope.asOfDate,
-        period_from: toNonEmptyString(filtersWithDerivedScope.period_from),
+        period_from: toNonEmptyString(filtersWithDerivedScope.period_from) ?? discoveryTemporalScope.periodFrom,
-        period_to: toNonEmptyString(filtersWithDerivedScope.period_to)
+        period_to: toNonEmptyString(filtersWithDerivedScope.period_to) ?? discoveryTemporalScope.periodTo
     };
     const organizationScope = toNonEmptyString(filtersWithDerivedScope.organization);
     const nextResultSets = capResultSets([...state.result_sets.filter((itemSet) => itemSet.result_set_id !== resultSetId), resultSet].sort((left, right) => left.created_from_turn - right.created_from_turn));
@@ -452,6 +625,7 @@ function evolveAddressNavigationStateWithAssistantItem(state, item, turnIndex) {
         ? {
             active_result_set_id: resultSetId,
             active_focus_object: focusObject ?? null,
+            comparison_scope: comparisonScope,
             last_confirmed_route: routeId ?? null,
             date_scope: {
                 as_of_date: normalizedDateScope.as_of_date,
@@ -463,6 +637,7 @@ function evolveAddressNavigationStateWithAssistantItem(state, item, turnIndex) {
         : {
             active_result_set_id: resultSetId,
             active_focus_object: focusObject ?? state.session_context.active_focus_object,
+            comparison_scope: comparisonScope ?? state.session_context.comparison_scope,
             last_confirmed_route: routeId ?? state.session_context.last_confirmed_route,
             date_scope: {
                 as_of_date: normalizedDateScope.as_of_date ?? state.session_context.date_scope.as_of_date,

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

@@ -542,6 +542,33 @@ function needsVatCalendarDetails(userMessage) {
     }
     return /(?:срок|когда|дата\s+уплат|декларац|дол(?:я|ями)|по\s+частям|платежн(?:ый|ого)\s+график)/iu.test(text);
 }
+function needsVatPurchaseDateAnchorDisclosure(userMessage) {
+    const text = normalizeQuestionText(userMessage);
+    if (!text) {
+        return false;
+    }
+    return /(?:дата|дату|дате|момент)\s+(?:покуп|закуп)|(?:покуп|закуп)\S*\s+(?:дат|момент)|purchase\s+date|date\s+of\s+purchase/iu.test(text);
+}
+function buildVatPurchaseDateAnchorDisclosureLine(options, periodWindowLabel) {
+    if (!periodWindowLabel || !needsVatPurchaseDateAnchorDisclosure(options.userMessage)) {
+        return null;
+    }
+    const asOfDate = normalizeIsoDateOnly(options.asOfDate);
+    const periodFrom = normalizeIsoDateOnly(options.periodFrom);
+    const periodTo = normalizeIsoDateOnly(options.periodTo);
+    const asOfTs = toUtcDayTimestamp(asOfDate);
+    const fromTs = toUtcDayTimestamp(periodFrom);
+    const toTs = toUtcDayTimestamp(periodTo);
+    if (asOfDate &&
+        asOfTs !== null &&
+        fromTs !== null &&
+        toTs !== null &&
+        asOfTs >= fromTs &&
+        asOfTs <= toTs) {
+        return `- Якорь периода: дата покупки ${formatDateRu(asOfDate)} попадает в налоговый период ${periodWindowLabel}; поэтому расчет ниже взят из книг продаж/покупок за это окно.`;
+    }
+    return `- Якорь периода: дата покупки из вопроса/контекста использована для выбора налогового периода ${periodWindowLabel}; сам расчет ниже взят из книг продаж/покупок за это окно.`;
+}
 function detectRankingLimit(userMessage, fallback = 20) {
     const text = normalizeQuestionText(userMessage);
     if (!text) {
@@ -3033,6 +3060,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
         const formatConfirmedMoney = (value) => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
         const organizationLabel = (0, assistantOrganizationMatcher_1.normalizeOrganizationScopeValue)(options.organizationHint);
         const organizationScopeLabel = organizationLabel ? ` по организации ${organizationLabel}` : "";
+        const purchaseDateAnchorLine = buildVatPurchaseDateAnchorDisclosureLine(options, periodWindowLabel);
         const lines = [
             `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
             "Расчет сделан по книгам продаж и покупок.",
@@ -3040,6 +3068,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             "Что вошло в расчет:",
             ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
             `- Налоговый период расчета: ${periodWindowLabel ?? "не задан (нужен явный период)"}.`,
+            ...(purchaseDateAnchorLine ? [purchaseDateAnchorLine] : []),
             `- НДС по книге продаж: ${formatConfirmedMoney(salesVat)}.`,
             `- НДС по книге покупок (вычеты): ${formatConfirmedMoney(purchaseVat)}.`,
             `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`

llm_normalizer/backend/dist/services/assistantAddressLaneResponseRuntimeAdapter.js

@@ -31,6 +31,121 @@ function toNullableBoolean(value) {
 function normalizeAddressReplyType(value) {
     return value === "factual" || value === "partial_coverage" ? value : "partial_coverage";
 }
+function sameBusinessLabel(left, right) {
+    const normalizedLeft = toNullableString(left)?.toLocaleLowerCase("ru-RU").replace(/ё/g, "е");
+    const normalizedRight = toNullableString(right)?.toLocaleLowerCase("ru-RU").replace(/ё/g, "е");
+    return Boolean(normalizedLeft &&
+        normalizedRight &&
+        (normalizedLeft === normalizedRight ||
+            normalizedLeft.includes(normalizedRight) ||
+            normalizedRight.includes(normalizedLeft)));
+}
+function firstString(values) {
+    for (const value of values) {
+        const text = toNullableString(value);
+        if (text) {
+            return text;
+        }
+    }
+    return null;
+}
+function legalOrganizationLabelFromClarification(value) {
+    const text = toNullableString(value);
+    if (!text) {
+        return null;
+    }
+    const compact = text.replace(/\s+/gu, " ").replace(/[.!?]+$/u, "").trim();
+    if (compact.length > 120 || !/^(?:ООО|ПАО|АО|ИП)\s+\S/iu.test(compact)) {
+        return null;
+    }
+    return compact;
+}
+function cleanComparisonScopeCompanyLine(line, organization) {
+    let clean = String(line ?? "")
+        .replace(/\bcompany-level\b/giu, "общий по компании")
+        .replace(/\breusable bundle\b/giu, "сохраненный подтвержденный срез");
+    if (organization) {
+        clean = clean.replace(/по компании\s+Альтернатива Плюс/iu, `по компании ${organization}`);
+    }
+    return clean.trim();
+}
+function buildComparisonScopeProofReply(input) {
+    const entryPoint = toRecordObject(input.debug.assistant_mcp_discovery_entry_point_v1);
+    const turnInput = toRecordObject(entryPoint?.turn_input);
+    const turnMeaning = toRecordObject(turnInput?.turn_meaning_ref);
+    const isBusinessOverview = toNullableString(turnMeaning?.asked_domain_family) === "business_overview";
+    if (!isBusinessOverview) {
+        return null;
+    }
+    const separateCandidates = Array.isArray(turnMeaning?.business_overview_separate_entity_candidates)
+        ? turnMeaning.business_overview_separate_entity_candidates
+        : [];
+    const separateSubject = firstString([...separateCandidates, turnMeaning?.metadata_scope_hint]);
+    if (!separateSubject) {
+        return null;
+    }
+    const sessionRecord = toRecordObject(input.session);
+    const addressNavigationState = toRecordObject(sessionRecord?.address_navigation_state);
+    const sessionContext = toRecordObject(addressNavigationState?.session_context);
+    const comparisonScope = toRecordObject(sessionContext?.comparison_scope);
+    const comparisonCounterparty = toRecordObject(comparisonScope?.counterparty);
+    const proofBundles = toRecordObject(comparisonScope?.proof_bundles);
+    const valueBundle = toRecordObject(proofBundles?.counterparty_value_flow_bundle);
+    const documentBundle = toRecordObject(proofBundles?.counterparty_document_bundle);
+    if (!valueBundle || !sameBusinessLabel(separateSubject, valueBundle.counterparty ?? comparisonCounterparty?.label)) {
+        return null;
+    }
+    const incoming = toRecordObject(valueBundle.incoming_customer_revenue);
+    const outgoing = toRecordObject(valueBundle.outgoing_supplier_payout);
+    const incomingAmount = toNullableString(incoming?.total_amount_human_ru);
+    const outgoingAmount = toNullableString(outgoing?.total_amount_human_ru);
+    const netAmount = toNullableString(valueBundle.net_amount_human_ru);
+    if (!incomingAmount && !outgoingAmount && !netAmount) {
+        return null;
+    }
+    const organization = legalOrganizationLabelFromClarification(input.userMessage)
+        ?? toNullableString(turnMeaning?.explicit_organization_scope)
+        ?? toNullableString(toRecordObject(comparisonScope?.organization)?.label);
+    const documentCount = Number(toRecordObject(documentBundle)?.document_count);
+    const documentText = Number.isFinite(documentCount) && documentCount > 0 ? `, документы: ${documentCount}` : "";
+    const lines = String(input.baseReply ?? "")
+        .split(/\r?\n/u)
+        .map((line) => line.trim())
+        .filter(Boolean);
+    const companyLine = cleanComparisonScopeCompanyLine(lines[0] ?? `Коротко: по компании ${organization ?? "выбранной организации"} подтвержден общий денежный срез.`, organization);
+    const netDirection = valueBundle.net_direction === "net_outgoing" ? "нетто в минус" : "нетто в нашу сторону";
+    const counterparty = toNullableString(valueBundle.counterparty) ?? separateSubject;
+    return {
+        reply: [
+            `${companyLine}; отдельно по ${counterparty}: получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}, ${netDirection} ${netAmount ?? "0 руб."}${documentText}.`,
+            `Отдельно по контрагенту ${counterparty}: это ранее подтвержденный контрагентский срез, а не перенос общих сумм компании на контрагента.`,
+            `Нельзя утверждать: чистую прибыль, полноценный финрезультат, юридические роли клиентов/поставщиков и выводы по ${counterparty} из общих сумм компании без отдельного контрагентского среза.`
+        ].join("\n"),
+        audit: {
+            applied: true,
+            source: "address_navigation_state.comparison_scope.proof_bundles",
+            counterparty,
+            organization: organization ?? null,
+            document_count: Number.isFinite(documentCount) && documentCount > 0 ? documentCount : null
+        }
+    };
+}
+function buildAppliedMcpDiscoveryRoutePatch(debug, applied) {
+    if (!applied) {
+        return {};
+    }
+    const selectedChain = toNullableString(debug.mcp_discovery_selected_chain_id);
+    if (selectedChain === "business_overview") {
+        return {
+            detected_intent: "business_overview",
+            detected_intent_confidence: "high",
+            selected_recipe: "business_overview",
+            response_type: "LIMITED_WITH_REASON",
+            mcp_discovery_effective_response_route: "business_overview"
+        };
+    }
+    return {};
+}
 function normalizeAddressLaneDebug(value) {
     return (toRecordObject(value) ?? {});
 }
@@ -231,18 +346,27 @@ function runAssistantAddressLaneResponseRuntime(input) {
     const finalAssistantReply = mcpDiscoveryResponsePolicy.applied
         ? mcpDiscoveryResponsePolicy.reply_text
         : guardedResponse.assistantReply;
+    const comparisonScopeProofReply = buildComparisonScopeProofReply({
+        baseReply: finalAssistantReply,
+        debug: debugWithResponseGuard,
+        session: input.getSession(input.sessionId),
+        userMessage: input.userMessage
+    });
+    const finalAssistantReplyWithComparisonProof = comparisonScopeProofReply?.reply ?? finalAssistantReply;
     const finalReplyType = mcpDiscoveryResponsePolicy.applied ? "partial_coverage" : guardedResponse.replyType;
     const finalDebug = {
         ...debugWithResponseGuard,
         mcp_discovery_response_policy_v1: mcpDiscoveryResponsePolicy,
         mcp_discovery_response_candidate_v1: mcpDiscoveryResponsePolicy.candidate,
-        mcp_discovery_response_applied: mcpDiscoveryResponsePolicy.applied
+        mcp_discovery_response_applied: mcpDiscoveryResponsePolicy.applied,
+        comparison_scope_response_augmentation_v1: comparisonScopeProofReply?.audit ?? null,
+        ...buildAppliedMcpDiscoveryRoutePatch(debugWithResponseGuard, mcpDiscoveryResponsePolicy.applied)
     };
     const finalization = finalizeAddressTurnSafe({
         sessionId: input.sessionId,
         userMessage: input.userMessage,
         effectiveAddressUserMessage: input.effectiveAddressUserMessage,
-        assistantReply: finalAssistantReply,
+        assistantReply: finalAssistantReplyWithComparisonProof,
         replyType: finalReplyType,
         addressLaneDebug: normalizeAddressLaneDebug(input.addressLane.debug),
         debug: finalDebug,

llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js

@@ -151,6 +151,256 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input) {
         }
     };
 }
+function firstString(values, toNonEmptyString) {
+    for (const value of values) {
+        const text = toNonEmptyString(value);
+        if (text) {
+            return text;
+        }
+    }
+    return null;
+}
+function comparableEntityName(value) {
+    const text = compactLower(value);
+    return text ? text.replace(/["'«»„“”]+/g, "") : null;
+}
+function sameEntityHint(expected, actual) {
+    const left = comparableEntityName(expected);
+    const right = comparableEntityName(actual);
+    if (!left || !right) {
+        return true;
+    }
+    return left === right || left.includes(right) || right.includes(left);
+}
+function isBusinessOverviewDiscoveryFollowup(followupContext, toNonEmptyString) {
+    if (!followupContext) {
+        return false;
+    }
+    return [
+        followupContext.previous_discovery_pilot_scope,
+        followupContext.previous_discovery_loop_selected_chain_id,
+        followupContext.previous_discovery_loop_asked_domain_family,
+        followupContext.previous_intent,
+        followupContext.target_intent
+    ]
+        .map((value) => toNonEmptyString(value))
+        .some((value) => value === "business_overview" || value === "business_overview_route_template_v1");
+}
+function businessOverviewCounterpartyHint(followupContext, toNonEmptyString) {
+    const previousFilters = toRecordObject(followupContext.previous_filters);
+    const rootFilters = toRecordObject(followupContext.root_filters);
+    return (toNonEmptyString(followupContext.previous_discovery_loop_metadata_scope_hint) ??
+        (toNonEmptyString(followupContext.previous_anchor_type) === "counterparty"
+            ? toNonEmptyString(followupContext.previous_anchor_value)
+            : null) ??
+        toNonEmptyString(previousFilters?.counterparty) ??
+        toNonEmptyString(rootFilters?.counterparty));
+}
+function turnMeaningCounterpartyName(turnMeaningRef, valueBundle, documentBundle, toNonEmptyString) {
+    const separateEntities = Array.isArray(turnMeaningRef.business_overview_separate_entity_candidates)
+        ? turnMeaningRef.business_overview_separate_entity_candidates
+        : [];
+    return (toNonEmptyString(valueBundle?.counterparty) ??
+        toNonEmptyString(documentBundle?.counterparty) ??
+        toNonEmptyString(turnMeaningRef.metadata_scope_hint) ??
+        firstString(separateEntities, toNonEmptyString));
+}
+function parseBusinessOverviewProofBundlesFromText(value, toNonEmptyString) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const valueMatch = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu);
+    const directDocumentMatch = text.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено\s+документов:\s*(\d+)/iu);
+    const summaryDocumentMatch = text.match(/документы\s+по\s+цепочке:\s*найдено\s*(\d+)/iu);
+    const counterparty = toNonEmptyString(valueMatch?.[1]) ?? toNonEmptyString(directDocumentMatch?.[1]);
+    if (!counterparty) {
+        return null;
+    }
+    const valueBundle = valueMatch
+        ? {
+            counterparty,
+            incoming_customer_revenue: {
+                total_amount_human_ru: toNonEmptyString(valueMatch[2])
+            },
+            outgoing_supplier_payout: {
+                total_amount_human_ru: toNonEmptyString(valueMatch[3])
+            },
+            net_amount_human_ru: toNonEmptyString(valueMatch[4]),
+            net_direction: "net_incoming",
+            inference_basis: "parsed_from_previous_business_overview_summary"
+        }
+        : null;
+    const documentCount = Number(directDocumentMatch?.[2] ?? summaryDocumentMatch?.[1]);
+    const documentBundle = Number.isFinite(documentCount) && documentCount > 0
+        ? {
+            counterparty,
+            document_count: documentCount
+        }
+        : null;
+    return valueBundle || documentBundle ? { valueBundle, documentBundle } : null;
+}
+function parseBusinessOverviewProofBundlesFromTextV2(value, counterpartyHint, toNonEmptyString) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const comparableHint = comparableEntityName(counterpartyHint);
+    const lines = text
+        .split(/\r?\n/u)
+        .map((line) => line.trim())
+        .filter(Boolean);
+    const candidateLines = comparableHint
+        ? lines.filter((line) => comparableEntityName(line)?.includes(comparableHint))
+        : lines;
+    const rubAmountPattern = /[0-9][0-9\s.,]*\s*\u0440\u0443\u0431\.?/giu;
+    const valueLine = candidateLines.find((line) => (line.match(rubAmountPattern) ?? []).length >= 3) ?? null;
+    const valueAmounts = valueLine?.match(rubAmountPattern) ?? [];
+    const directDocumentMatch = candidateLines
+        .map((line) => line.match(/\u041a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442:\s*([^.\n]+)\.\s*\u041d\u0430\u0439\u0434\u0435\u043d\u043e\s+\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u0432:\s*(\d+)/iu))
+        .find(Boolean);
+    const summaryDocumentMatch = candidateLines
+        .map((line) => line.match(/\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b\s+\u043f\u043e\s+\u0446\u0435\u043f\u043e\u0447\u043a\u0435:\s*\u043d\u0430\u0439\u0434\u0435\u043d\u043e\s*(\d+)/iu))
+        .find(Boolean);
+    const counterparty = counterpartyHint ?? toNonEmptyString(directDocumentMatch?.[1]);
+    if (!counterparty) {
+        return null;
+    }
+    const valueBundle = valueAmounts.length >= 3
+        ? {
+            counterparty,
+            incoming_customer_revenue: {
+                total_amount_human_ru: toNonEmptyString(valueAmounts[0])
+            },
+            outgoing_supplier_payout: {
+                total_amount_human_ru: toNonEmptyString(valueAmounts[1])
+            },
+            net_amount_human_ru: toNonEmptyString(valueAmounts[2]),
+            net_direction: "net_incoming",
+            inference_basis: "parsed_from_previous_business_overview_summary"
+        }
+        : null;
+    const documentCount = Number(directDocumentMatch?.[2] ?? summaryDocumentMatch?.[1]);
+    const documentBundle = Number.isFinite(documentCount) && documentCount > 0
+        ? {
+            counterparty,
+            document_count: documentCount
+        }
+        : null;
+    return valueBundle || documentBundle ? { valueBundle, documentBundle } : null;
+}
+function findRecentBusinessOverviewProofBundles(input) {
+    if (!input.counterpartyHint) {
+        return null;
+    }
+    for (let index = input.sessionItems.length - 1; index >= 0; index -= 1) {
+        const item = toRecordObject(input.sessionItems[index]);
+        if (input.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 turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+        if (turnMeaningRef) {
+            const valueBundle = toRecordObject(turnMeaningRef.previous_counterparty_value_flow_bundle);
+            const documentBundle = toRecordObject(turnMeaningRef.previous_counterparty_document_bundle);
+            if (valueBundle || documentBundle) {
+                const bundleCounterparty = turnMeaningCounterpartyName(turnMeaningRef, valueBundle, documentBundle, input.toNonEmptyString);
+                if (sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
+                    return { valueBundle, documentBundle };
+                }
+            }
+        }
+        const parsedBundles = parseBusinessOverviewProofBundlesFromTextV2(item?.text, input.counterpartyHint, input.toNonEmptyString) ??
+            parseBusinessOverviewProofBundlesFromText(item?.text, input.toNonEmptyString);
+        if (!parsedBundles) {
+            continue;
+        }
+        const parsedCounterparty = input.toNonEmptyString(parsedBundles.valueBundle?.counterparty) ??
+            input.toNonEmptyString(parsedBundles.documentBundle?.counterparty);
+        if (!sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
+            continue;
+        }
+        return parsedBundles;
+    }
+    return null;
+}
+function mergeBusinessOverviewProofBundlesFromNavigationState(input) {
+    const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
+    const currentDocumentBundle = toRecordObject(input.followupContext?.previous_discovery_document_summary);
+    if (currentValueBundle && currentDocumentBundle) {
+        return input.followupContext;
+    }
+    const state = toRecordObject(input.sessionAddressNavigationState);
+    const sessionContext = toRecordObject(state?.session_context);
+    const comparisonScope = toRecordObject(sessionContext?.comparison_scope);
+    const proofBundles = toRecordObject(comparisonScope?.proof_bundles);
+    const valueBundle = toRecordObject(proofBundles?.counterparty_value_flow_bundle);
+    const documentBundle = toRecordObject(proofBundles?.counterparty_document_bundle);
+    if (!valueBundle && !documentBundle) {
+        return input.followupContext;
+    }
+    const entities = toRecordObject(input.predecomposeContract?.entities);
+    const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
+    const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+    if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
+        return input.followupContext;
+    }
+    const comparisonCounterparty = toRecordObject(comparisonScope?.counterparty);
+    const counterpartyHint = (input.followupContext ? businessOverviewCounterpartyHint(input.followupContext, input.toNonEmptyString) : null) ??
+        input.toNonEmptyString(comparisonCounterparty?.label);
+    const bundleCounterparty = input.toNonEmptyString(valueBundle?.counterparty) ?? input.toNonEmptyString(documentBundle?.counterparty);
+    if (!counterpartyHint || !sameEntityHint(counterpartyHint, bundleCounterparty)) {
+        return input.followupContext;
+    }
+    return {
+        ...(input.followupContext ?? {}),
+        previous_intent: input.toNonEmptyString(input.followupContext?.previous_intent) ?? "business_overview",
+        target_intent: input.toNonEmptyString(input.followupContext?.target_intent) ?? "business_overview",
+        previous_discovery_pilot_scope: input.toNonEmptyString(input.followupContext?.previous_discovery_pilot_scope) ??
+            "business_overview_route_template_v1",
+        previous_discovery_loop_status: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_status) ?? "awaiting_clarification",
+        previous_discovery_loop_selected_chain_id: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_selected_chain_id) ?? "business_overview",
+        previous_discovery_loop_pending_axes: Array.isArray(input.followupContext?.previous_discovery_loop_pending_axes)
+            ? input.followupContext?.previous_discovery_loop_pending_axes
+            : ["organization"],
+        previous_discovery_loop_asked_domain_family: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_domain_family) ?? "business_overview",
+        previous_discovery_loop_asked_action_family: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_action_family) ?? "broad_evaluation",
+        previous_discovery_loop_metadata_scope_hint: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_metadata_scope_hint) ?? counterpartyHint,
+        previous_anchor_type: input.toNonEmptyString(input.followupContext?.previous_anchor_type) ?? "counterparty",
+        previous_anchor_value: input.toNonEmptyString(input.followupContext?.previous_anchor_value) ?? counterpartyHint,
+        previous_filters: toRecordObject(input.followupContext?.previous_filters) ?? {},
+        previous_discovery_bidirectional_value_flow: currentValueBundle ?? valueBundle ?? undefined,
+        previous_discovery_document_summary: currentDocumentBundle ?? documentBundle ?? undefined
+    };
+}
+function mergeBusinessOverviewProofBundlesFromSessionItems(input) {
+    if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
+        return input.followupContext;
+    }
+    const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
+    const currentDocumentBundle = toRecordObject(input.followupContext?.previous_discovery_document_summary);
+    if (currentValueBundle && currentDocumentBundle) {
+        return input.followupContext;
+    }
+    const counterpartyHint = input.followupContext
+        ? businessOverviewCounterpartyHint(input.followupContext, input.toNonEmptyString)
+        : null;
+    const proofBundles = findRecentBusinessOverviewProofBundles({
+        sessionItems: input.sessionItems,
+        counterpartyHint,
+        toNonEmptyString: input.toNonEmptyString
+    });
+    if (!proofBundles) {
+        return input.followupContext;
+    }
+    return {
+        ...(input.followupContext ?? {}),
+        previous_discovery_bidirectional_value_flow: currentValueBundle ?? proofBundles.valueBundle ?? undefined,
+        previous_discovery_document_summary: currentDocumentBundle ?? proofBundles.documentBundle ?? undefined
+    };
+}
 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 ?? ""));
 }
@@ -324,6 +574,17 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
         sessionItems: input.sessionItems,
         toNonEmptyString: input.toNonEmptyString
     });
+    const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
+        followupContext: discoveryFollowupContext,
+        sessionItems: input.sessionItems,
+        toNonEmptyString: input.toNonEmptyString
+    });
+    const discoveryFollowupContextWithStateProofBundles = mergeBusinessOverviewProofBundlesFromNavigationState({
+        followupContext: discoveryFollowupContextWithProofBundles,
+        sessionAddressNavigationState: input.sessionAddressNavigationState,
+        predecomposeContract,
+        toNonEmptyString: input.toNonEmptyString
+    });
     const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(input.userMessage, addressInputMessage, carryover, addressPreDecompose);
     const runDiscoveryEntryPoint = input.runMcpDiscoveryRuntimeEntryPoint ?? assistantMcpDiscoveryRuntimeEntryPoint_1.runAssistantMcpDiscoveryRuntimeEntryPoint;
     let mcpDiscoveryRuntimeEntryPoint = null;
@@ -334,7 +595,7 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
             effectiveMessage: addressInputMessage,
             assistantTurnMeaning: toRecordObject(orchestrationContract?.assistant_turn_meaning),
             predecomposeContract,
-            followupContext: discoveryFollowupContext,
+            followupContext: discoveryFollowupContextWithStateProofBundles,
             knownOrganizations: sessionKnownOrganizations(input.sessionOrganizationScope ?? null)
         }));
     }

llm_normalizer/backend/dist/services/assistantContinuityPolicy.js

@@ -238,6 +238,9 @@ function readAssistantMcpDiscoveryMetadataAmbiguityEntitySets(debug, toNonEmptyS
     return readAssistantMcpDiscoveryTurnMeaningMetadataAmbiguityEntitySets(debug, toNonEmptyString);
 }
 function mapAssistantMcpDiscoveryPilotScopeToAddressIntent(pilotScope, actionFamily) {
+    if (pilotScope === "business_overview_route_template_v1" || actionFamily === "broad_evaluation") {
+        return "business_overview";
+    }
     if (pilotScope === "counterparty_lifecycle_query_documents_v1") {
         return "counterparty_activity_lifecycle";
     }

llm_normalizer/backend/dist/services/assistantLivingChatRuntimeAdapter.js

@@ -42,6 +42,17 @@ function shouldProbeBareOrganizationScopeCandidate(input) {
 function buildDeterministicSmalltalkLeadReply() {
     return "\u041f\u0440\u0438\u0432\u0435\u0442! \u0412\u0441\u0451 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e.";
 }
+function hasFirstTurnSmalltalkGreetingSignal(value) {
+    const normalized = String(value ?? "")
+        .toLowerCase()
+        .replace(/\u0451/gu, "\u0435")
+        .replace(/\s+/gu, " ")
+        .trim();
+    if (!normalized) {
+        return false;
+    }
+    return /^(?:привет(?:ик)?|здравствуй(?:те)?|хай|йо|yo|hello|hi|че\s+как|че\s+там)(?:[\s,.!?;:()\-]+(?:как|дела|там|че|что|у\s+тебя|как\s+там|как\s+дела))*[\s,.!?;:()\-]*$/iu.test(normalized);
+}
 function hasConversationExecutiveSummarySignal(value) {
     const normalized = String(value ?? "")
         .toLowerCase()
@@ -114,6 +125,13 @@ async function runAssistantLivingChatRuntime(input) {
     let knownOrganizations = [...organizationAuthority.knownOrganizations];
     let selectedOrganization = organizationAuthority.selectedOrganization;
     let activeOrganization = organizationAuthority.activeOrganization;
+    const shouldHandleFirstTurnSmalltalkDeterministically = !selectedOrganization &&
+        !activeOrganization &&
+        !continuitySnapshot.hasGroundedAddressContext &&
+        !hasPriorAssistantTurn(input.sessionItems) &&
+        input.modeDecision?.mode === "chat" &&
+        hasFirstTurnSmalltalkGreetingSignal(userMessage) &&
+        input.hasLivingChatSignal(userMessage);
     const addressRuntimeMeta = (input.addressRuntimeMeta && typeof input.addressRuntimeMeta === "object"
         ? input.addressRuntimeMeta
         : {});
@@ -263,6 +281,28 @@ async function runAssistantLivingChatRuntime(input) {
         chatText = input.buildAssistantCapabilityContractReply(userMessage);
         livingChatSource = "deterministic_capability_contract";
     }
+    else if (shouldHandleFirstTurnSmalltalkDeterministically) {
+        const proactiveScopeProbe = await input.resolveDataScopeProbe();
+        const mergedKnownOrganizations = input.mergeKnownOrganizations([
+            ...knownOrganizations,
+            ...(Array.isArray(proactiveScopeProbe?.organizations) ? proactiveScopeProbe.organizations : [])
+        ]);
+        knownOrganizations = mergedKnownOrganizations;
+        if (!activeOrganization && mergedKnownOrganizations.length === 1) {
+            activeOrganization = mergedKnownOrganizations[0];
+        }
+        const proactiveOffer = input.buildAssistantProactiveOrganizationOfferReply(proactiveScopeProbe);
+        chatText = [buildDeterministicSmalltalkLeadReply(), proactiveOffer]
+            .filter((part) => String(part ?? "").trim().length > 0)
+            .join(" ");
+        livingChatProactiveScopeOfferApplied = Boolean(proactiveOffer);
+        livingChatSource = proactiveOffer
+            ? "deterministic_smalltalk_with_proactive_scope_offer"
+            : "deterministic_smalltalk";
+        if (!dataScopeProbe) {
+            dataScopeProbe = proactiveScopeProbe;
+        }
+    }
     else {
         chatText = await input.executeLlmChat();
         const scriptGuard = input.applyScriptGuard(chatText, userMessage);
@@ -283,34 +323,6 @@ async function runAssistantLivingChatRuntime(input) {
             livingChatGroundingGuardReason = groundingGuard.reason;
             livingChatSource = "llm_chat_grounding_guard";
         }
-        const shouldOfferProactiveOrganizationScope = !selectedOrganization &&
-            !activeOrganization &&
-            !continuitySnapshot.hasGroundedAddressContext &&
-            !hasPriorAssistantTurn(input.sessionItems) &&
-            input.modeDecision?.mode === "chat" &&
-            input.hasLivingChatSignal(userMessage);
-        if (shouldOfferProactiveOrganizationScope) {
-            const proactiveScopeProbe = await input.resolveDataScopeProbe();
-            const mergedKnownOrganizations = input.mergeKnownOrganizations([
-                ...knownOrganizations,
-                ...(Array.isArray(proactiveScopeProbe?.organizations) ? proactiveScopeProbe.organizations : [])
-            ]);
-            knownOrganizations = mergedKnownOrganizations;
-            if (!activeOrganization && mergedKnownOrganizations.length === 1) {
-                activeOrganization = mergedKnownOrganizations[0];
-            }
-            const proactiveOffer = input.buildAssistantProactiveOrganizationOfferReply(proactiveScopeProbe);
-            if (proactiveOffer) {
-                chatText = [buildDeterministicSmalltalkLeadReply(), proactiveOffer]
-                    .filter((part) => String(part ?? "").trim().length > 0)
-                    .join(" ");
-                livingChatProactiveScopeOfferApplied = true;
-                livingChatSource = "deterministic_smalltalk_with_proactive_scope_offer";
-                if (!dataScopeProbe) {
-                    dataScopeProbe = proactiveScopeProbe;
-                }
-            }
-        }
     }
     if (!chatText) {
         return {

llm_normalizer/backend/dist/services/assistantMcpDiscoveryExecutionHandoff.js

@@ -3,7 +3,11 @@ Object.defineProperty(exports, "__esModule", { value: true });
 exports.ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION = void 0;
 exports.buildAssistantMcpDiscoveryExecutionHandoff = buildAssistantMcpDiscoveryExecutionHandoff;
 exports.ASSISTANT_MCP_DISCOVERY_EXECUTION_HANDOFF_SCHEMA_VERSION = "assistant_mcp_discovery_execution_handoff_v1";
-const HOT_HANDOFF_CHAIN_ALLOWLIST = ["value_flow"];
+const HOT_HANDOFF_CHAIN_ALLOWLIST = [
+    "value_flow",
+    "value_flow_comparison",
+    "business_overview"
+];
 function uniqueStrings(values) {
     const result = [];
     for (const value of values) {

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js

@@ -24,16 +24,51 @@ function normalizeQuestionText(value) {
         .replace(/\s+/g, " ")
         .trim();
 }
-function requestsFinancialCounterpartyBoundary(turnMeaning, graph) {
+function normalizedTurnAndGraphText(turnMeaning, graph) {
-    const text = normalizeQuestionText([
+    return normalizeQuestionText([
         turnMeaning?.raw_message,
         turnMeaning?.effective_message,
         graph?.source_message,
         graph?.question
     ].join(" "));
+}
+function requestsFinancialCounterpartyBoundary(turnMeaning, graph) {
+    const text = normalizedTurnAndGraphText(turnMeaning, graph);
     return (/(?:банк|сбербанк|финанс|кредит|депозит)/iu.test(text) &&
         /(?:клиент|поставщик|выручк|топ|обычн|роль|поток)/iu.test(text));
 }
+function requestsBroadBusinessOverviewSurface(turnMeaning, graph) {
+    const text = normalizedTurnAndGraphText(turnMeaning, graph);
+    if (!text) {
+        return false;
+    }
+    if (/(?:не\s+обзор|просто\s+ден\p{L}*|одной\s+строк\p{L}*|только\s+итог|без\s+разбив\p{L}*)/iu.test(text)) {
+        return false;
+    }
+    if (/(?:бизнес[-\s]*обзор|взросл\p{L}{0,10}\s+бизнес|что\s+(?:пока\s+)?нельзя\s+утвержд)/iu.test(text)) {
+        return true;
+    }
+    const markers = [
+        /(?:ндс|налог\p{L}*)/iu,
+        /(?:долг\p{L}*|дебитор|кредитор)/iu,
+        /(?:склад|остатк|товар\p{L}*)/iu,
+        /(?:клиент|заказчик|покупател)/iu,
+        /(?:поставщик|получател)/iu,
+        /(?:оборот\p{L}*)/iu,
+        /(?:ограничен|не\s+подтвержд|нельзя\s+утвержд)/iu
+    ];
+    return markers.filter((marker) => marker.test(text)).length >= 3;
+}
+function requestsCounterpartyLeaderSurface(turnMeaning, graph) {
+    const text = normalizedTurnAndGraphText(turnMeaning, graph);
+    if (!text) {
+        return false;
+    }
+    if (/(?:кто|кому)[\s\S]{0,60}(?:больше\s+всего|крупнее\s+всего|основн\p{L}*)[\s\S]{0,60}(?:зан[её]с|прин[её]с|платил|ушло|получил|перев[её]л|заплатил|внес|вн[её]с)/iu.test(text)) {
+        return true;
+    }
+    return /(?:(?:кто|как\p{L}*|покаж\p{L}*|назов\p{L}*|раскро\p{L}*)[\s\S]{0,100}(?:главн\p{L}*|крупнейш\p{L}*|основн\p{L}*|ведущ\p{L}*|топ)[\s\S]{0,80}(?:клиент|заказчик|поставщик|получател)|(?:главн\p{L}*|крупнейш\p{L}*|основн\p{L}*|ведущ\p{L}*)[\s\S]{0,80}(?:клиент|заказчик|поставщик|получател)|(?:топ[-\s]*(?:клиент|заказчик|поставщик|получател))|(?:клиент|поставщик)[\s\S]{0,80}(?:главн|крупнейш|основн|ведущ|топ))/iu.test(text);
+}
 function requestsCompactCashflowAnswer(turnMeaning, graph) {
     const text = normalizeQuestionText([
         turnMeaning?.raw_message,
@@ -716,6 +751,39 @@ function buildPreviousCounterpartyValueFlowSummary(flow, separateSubject, docume
             `${basisText} Это не перенос сумм компании на контрагента, а отдельный ранее подтвержденный контрагентский срез.`
     };
 }
+function buildBoundarySummaryFromPreviousCounterpartyBundles(entryPoint) {
+    const turnInput = toRecordObject(entryPoint.turn_input);
+    const turnMeaning = toRecordObject(turnInput?.turn_meaning_ref);
+    const graph = toRecordObject(turnInput?.data_need_graph);
+    const bridge = toRecordObject(entryPoint.bridge);
+    const pilot = toRecordObject(bridge?.pilot);
+    const overview = toRecordObject(pilot?.derived_business_overview);
+    const isBusinessOverview = toNonEmptyString(graph?.business_fact_family) === "business_overview" ||
+        toNonEmptyString(turnMeaning?.asked_domain_family) === "business_overview";
+    if (!isBusinessOverview || overview) {
+        return null;
+    }
+    const organizationScope = businessOverviewOrganizationScopeLabel(turnMeaning?.explicit_organization_scope);
+    const separateSubject = businessOverviewSeparateSubjectLabel(graph, turnMeaning, organizationScope);
+    const previousCounterpartySummary = buildPreviousCounterpartyValueFlowSummary(toRecordObject(turnMeaning?.previous_counterparty_value_flow_bundle), separateSubject, toRecordObject(turnMeaning?.previous_counterparty_document_bundle));
+    if (!separateSubject || !previousCounterpartySummary) {
+        return null;
+    }
+    const lines = organizationScope
+        ? [
+            `Коротко: по компании ${organizationScope} в этом шаге нет нового полного company-level расчета; отдельно по выбранному контрагенту ${separateSubject} есть ранее подтвержденный контрагентский срез.`,
+            previousCounterpartySummary.line,
+            `Можно утверждать: по ${separateSubject} отдельно подтверждены входящие/исходящие денежные строки, расчетное нетто и документы из предыдущего контрагентского среза.`,
+            `Нельзя утверждать: это не подтверждает чистую прибыль, полный оборот или общую бизнес-роль ${separateSubject}; также нельзя смешивать этот контрагентский срез с выводами по компании без отдельного company-level расчета.`
+        ]
+        : [
+            `Коротко: уточните, по какой компании/организации сравнить выбранного контрагента ${separateSubject}; company-level вывод без организации не подтверждаю.`,
+            previousCounterpartySummary.line,
+            `Уже можно утверждать: по ${separateSubject} отдельно подтверждены входящие/исходящие денежные строки, расчетное нетто и документы из предыдущего контрагентского среза.`,
+            `Нельзя утверждать: это не чистая прибыль, не полный оборот компании и не доказанная бизнес-роль ${separateSubject}; контрагентский срез нельзя смешивать с company-level выводом без выбранной компании.`
+        ];
+    return joinBusinessReplyLines(lines);
+}
 function buildCompactBusinessOverviewReply(entryPoint, draft) {
     const turnInput = toRecordObject(entryPoint.turn_input);
     const turnMeaning = toRecordObject(turnInput?.turn_meaning_ref);
@@ -773,6 +841,11 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         : null;
     const graphReasonCodes = toStringList(graph?.reason_codes);
     const directMoneyAnswer = graphReasonCodes.includes("data_need_graph_business_overview_direct_money_answer");
+    const broadOverviewSurfaceRequested = requestsBroadBusinessOverviewSurface(turnMeaning, graph);
+    const counterpartyLeaderSurfaceRequested = requestsCounterpartyLeaderSurface(turnMeaning, graph);
+    const directMoneyOnlyAnswer = directMoneyAnswer && !broadOverviewSurfaceRequested && !counterpartyLeaderSurfaceRequested;
+    const shouldIncludeCounterpartyLeaders = !directMoneyOnlyAnswer || counterpartyLeaderSurfaceRequested || broadOverviewSurfaceRequested;
+    const shouldIncludeOverviewSurface = !directMoneyAnswer || broadOverviewSurfaceRequested;
     const crossScopeExecutiveSummary = Boolean(separateSubject && previousCounterpartySummary);
     const lines = [];
     const actionFamily = toNonEmptyString(turnMeaning?.asked_action_family);
@@ -781,9 +854,20 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
     const debtDueDateBoundary = actionFamily === "debt_due_date_boundary" || unsupportedFamily === "debt_due_date_boundary";
     const vendorRiskBoundary = actionFamily === "vendor_risk_procurement_boundary" || unsupportedFamily === "vendor_risk_procurement_boundary";
     const inventoryReserveBoundary = actionFamily === "inventory_reserve_boundary" || unsupportedFamily === "inventory_reserve_liquidation_boundary";
-    const compactCashflowRequested = directMoneyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
+    const compactCashflowRequested = directMoneyOnlyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
     const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
     const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+    const rawMessage = toNonEmptyString(turnMeaning?.raw_message) ?? toNonEmptyString(turnMeaning?.effective_message);
+    const rawMessageComparable = compactComparable(rawMessage);
+    const organizationScopeComparable = compactComparable(organizationScope);
+    const plainOrganizationClarificationSelection = Boolean(separateSubject &&
+        organizationScope &&
+        rawMessage &&
+        rawMessageComparable &&
+        organizationScopeComparable &&
+        rawMessageComparable.includes(organizationScopeComparable) &&
+        rawMessage.length <= 90 &&
+        !/(?:сравн|подтвержд|деньг|сколько|что\s+|покаж|дай|вывод|нельзя|клиент|поставщик|\?)/iu.test(rawMessage));
     if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
         const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
         const signedNetDisplay = cashflowPolarityRequested && netDisplay && !String(netDisplay).trim().startsWith("-")
@@ -798,6 +882,17 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
             : "\u042d\u0442\u043e \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u043f\u043e \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u043e\u043a\u0430\u043c 1\u0421, \u043d\u0435 \u0447\u0438\u0441\u0442\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0438 \u043d\u0435 \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.");
         return joinBusinessReplyLines(lines);
     }
+    if (plainOrganizationClarificationSelection && (incomingAmount || outgoingAmount || netAmount)) {
+        lines.push(`Коротко: по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`);
+        if (previousCounterpartySummary) {
+            lines.push(previousCounterpartySummary.line);
+        }
+        else {
+            lines.push(`Отдельно по выбранному контрагенту ${separateSubject}: суммы компании на него не переношу; в этом шаге держу только границу, что это отдельный контрагентский контур.`);
+        }
+        lines.push(`Нельзя утверждать: чистую прибыль, полноценный финрезультат, юридические роли клиентов/поставщиков и выводы по ${separateSubject} на основе company-level сумм без отдельного контрагентского среза.`);
+        return joinBusinessReplyLines(lines);
+    }
     if (profitMarginBoundary) {
         const accountingFinancialResult = toRecordObject(overview.accounting_financial_result);
         if (accountingFinancialResult) {
@@ -973,7 +1068,11 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         lines.push("Проверить нужно отдельно: складской срез на дату, учетную политику резервов, списания и ликвидационную стоимость; косвенные признаки нельзя выдавать за доказанный факт резерва.");
         return joinBusinessReplyLines(lines);
     }
-    if (!separateSubject && !crossScopeExecutiveSummary && (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
+    if (!separateSubject &&
+        !crossScopeExecutiveSummary &&
+        !counterpartyLeaderSurfaceRequested &&
+        !rankingNeed &&
+        (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
         const subject = organizationScope ?? "компания";
         const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
         lines.push(`Коротко: по доступным данным ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж.`);
@@ -997,6 +1096,10 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
                 ? `- крупнейший получатель исходящих денег: ${topSupplier}; это похоже на финансовый контур, не на обычного поставщика;`
                 : `- крупнейший получатель исходящих денег: ${topSupplier};`);
         }
+        const taxLine = businessOverviewTaxLine(overview);
+        if (taxLine) {
+            lines.push(`- ${localizeLine(taxLine)}`);
+        }
         const inventoryLine = businessOverviewInventoryLine(overview);
         if (inventoryLine) {
             lines.push(`- ${localizeLine(inventoryLine)}`);
@@ -1007,7 +1110,7 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         }
         lines.push("Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль.");
         const missingOverviewFamilies = [];
-        if (!businessOverviewTaxLine(overview)) {
+        if (!taxLine) {
             missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");
         }
         if (!debtLine) {
@@ -1040,7 +1143,22 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
             !/(?:все\s+доступное|все\s+время|all\s+time)/iu.test(period) &&
             (incomingAmount || outgoingAmount || netAmount);
         if (explicitPeriodRankingOverview) {
-            lines.push(`Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`);
+            if (counterpartyLeaderSurfaceRequested) {
+                const incomingLeaderText = customerName && customerAmount
+                    ? topCustomerLooksFinancial
+                        ? `${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это банк/финансовый контур, не называю его обычной клиентской выручкой без назначения платежа${nonFinancialCustomer ? `; крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}` : ""}`
+                        : `${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}`
+                    : "не распознан";
+                const outgoingLeaderText = topSupplier
+                    ? topSupplierLooksFinancial
+                        ? `${topSupplier}; это банк/финансовый контур, не называю его обычным поставщиком без назначения платежа/договора${nonFinancialSupplier ? `; крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}` : ""}`
+                        : topSupplier
+                    : "не распознан";
+                lines.push(`Коротко: ${organizationPrefix}${period} больше всего занес ${incomingLeaderText}; больше всего ушло ${outgoingLeaderText}.`);
+            }
+            else {
+                lines.push(`Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`);
+            }
             lines.push(`Деньги: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, расчетное операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`);
             if (customerName && customerAmount) {
                 lines.push(topCustomerLooksFinancial
@@ -1093,7 +1211,7 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
     else if (incomingAmount || outgoingAmount || netAmount) {
         lines.push(`Коротко: ${organizationPrefix}${period} по подтвержденным строкам 1С получили ${incomingAmount ?? "0 руб."}; исходящие платежи/списания ${outgoingAmount ?? "0 руб."}; ${netDirection} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб"}${topCustomerLead}${topSupplierLead}${roleBoundaryLead}${separateSubjectLead}.`);
         lines.push('Метод: "заработали" здесь считаю как операционный денежный показатель по 1С; это не чистая прибыль и не финрезультат.');
-        if (!directMoneyAnswer && customerName && customerAmount) {
+        if (shouldIncludeCounterpartyLeaders && customerName && customerAmount) {
             lines.push(topCustomerLooksFinancial
                 ? `Крупнейший входящий денежный источник в этом срезе: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}. По названию это банк/финансовая организация, поэтому без назначения платежа не называю это клиентской выручкой.${nonFinancialCustomer ? ` Крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}.` : ""}`
                 : `Крупнейший подтвержденный источник входящих денег в этом срезе: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}.`);
@@ -1109,17 +1227,17 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         lines.push(previousCounterpartySummary?.line ??
             `Отдельно по контрагенту ${separateSubject}: этот итог не переносит суммы компании на контрагента. Можно утверждать только разделение контура; нельзя делать вывод о выручке, долге или прибыльности ${separateSubject} без отдельного контрагентского среза документов и движений.`);
     }
-    if (!directMoneyAnswer && topSupplier) {
+    if (shouldIncludeCounterpartyLeaders && topSupplier) {
         lines.push(topSupplierLooksFinancial
             ? `Крупнейший получатель исходящих денег: ${topSupplier}. По названию это банк/финансовая организация, поэтому без назначения платежа/договора не считаю это обычным поставщиком.${nonFinancialSupplier ? ` Крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}.` : ""}`
             : `Крупнейший подтвержденный получатель исходящих денег: ${topSupplier}.`);
     }
-    if (!directMoneyAnswer && (topCustomer || topSupplier)) {
+    if (shouldIncludeCounterpartyLeaders && (topCustomer || topSupplier)) {
         lines.push(topCustomerLooksFinancial || topSupplierLooksFinancial
             ? "Важно по ролям: текущий денежный срез подтверждает источники и получателей денег, но банковские контрагенты требуют проверки назначения платежа/счетов и не доказывают роль клиента или поставщика."
             : "Важно по ролям: текущий денежный срез подтверждает денежные источники и получателей, но не доказывает, что это главный клиент или главный поставщик как бизнес-роль.");
     }
-    if (!directMoneyAnswer) {
+    if (shouldIncludeOverviewSurface) {
         lines.push(`Что подтверждено: денежный срез по компании${organizationScope ? ` ${organizationScope}` : ""}${period ? ` ${period}` : ""}${topCustomer ? ", крупнейший источник входящих денег" : ""}${topSupplier ? ", крупнейший получатель исходящих денег" : ""}.`);
         const taxLine = businessOverviewTaxLine(overview);
         if (taxLine) {
@@ -1205,6 +1323,10 @@ function buildReplyText(entryPoint, status) {
         }
         return null;
     }
+    const previousCounterpartyBoundaryReply = buildBoundarySummaryFromPreviousCounterpartyBundles(entryPoint);
+    if (previousCounterpartyBoundaryReply) {
+        return previousCounterpartyBoundaryReply;
+    }
     const compactBidirectionalValueFlowReply = buildCompactBidirectionalValueFlowReply(entryPoint, draft);
     if (compactBidirectionalValueFlowReply) {
         return compactBidirectionalValueFlowReply;

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -361,6 +361,11 @@ function hasExactDocumentListAddressReply(input, entryPoint) {
     if (source !== "address_query_runtime_v1" && source !== "address_exact" && source !== "address_lane") {
         return false;
     }
+    if (hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint) ||
+        hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint) ||
+        hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
+        return false;
+    }
     const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
     const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
     const isDocumentIntent = detectedIntent === "list_documents_by_counterparty" || detectedIntent === "list_documents_by_contract";

llm_normalizer/backend/dist/services/assistantMcpDiscoveryRuntimeBridge.js

@@ -271,7 +271,9 @@ async function runAssistantMcpDiscoveryRuntimeBridge(input) {
     });
     const reasonCodes = uniqueStrings([...planner.reason_codes, ...pilot.reason_codes, ...answerDraft.reason_codes]);
     pushReason(reasonCodes, `runtime_bridge_status_${bridgeStatus}`);
-    pushReason(reasonCodes, "runtime_bridge_not_wired_to_hot_assistant_answer");
+    pushReason(reasonCodes, executionHandoff.can_use_guarded_response
+        ? "runtime_bridge_wired_to_guarded_hot_assistant_answer"
+        : "runtime_bridge_not_wired_to_hot_assistant_answer");
     pushReason(reasonCodes, `runtime_bridge_loop_state_${loopState.loop_status}`);
     pushReason(reasonCodes, "runtime_bridge_route_candidate_built");
     pushReason(reasonCodes, `runtime_bridge_route_candidate_${routeCandidate.candidate_status}`);

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -73,6 +73,7 @@ function isReferentialOrganizationPlaceholder(value) {
         "этой компании",
         "этой компанией",
         "эту компанию",
+        "в целом",
         "наша организация",
         "нашей организации",
         "нашей компанией"
@@ -188,7 +189,10 @@ function normalizeFollowupCounterpartyCandidate(value) {
     if (!text || isInvalidEntityCandidate(text)) {
         return null;
     }
-    return text;
+    const cleaned = text
+        .replace(/^(?:\u043f\u043e\s+)?\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442(?:\u0443|\u0430|\u043e\u043c|\u0435|\u044b|\u0430\u043c|\u0430\u043c\u0438|\u0430\u0445)?\s+/iu, "")
+        .trim();
+    return cleaned && !isInvalidEntityCandidate(cleaned) ? cleaned : text;
 }
 function pushScopedEntityCandidate(target, value, groundedFollowupEntity) {
     const text = candidateValue(value);
@@ -543,10 +547,11 @@ function collectFollowupDiscoverySeed(followupContext) {
     const normalizedDiscoveryEntities = discoveryEntities
         .map((entity) => normalizeFollowupCounterpartyCandidate(entity))
         .filter((entity) => Boolean(entity));
+    const normalizedLoopMetadataScopeHint = normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
     const groundedDiscoveryCounterparty = ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly
         ? null
-        : normalizedDiscoveryEntities[0] ?? normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
+        : normalizedDiscoveryEntities[0] ?? normalizedLoopMetadataScopeHint;
-    const metadataScopeHint = loopMetadataScopeHint ??
+    const metadataScopeHint = normalizedLoopMetadataScopeHint ??
         (loopSubjectResolutionOptional ? normalizedDiscoveryEntities[0] ?? null : null);
     const previousFiltersCounterparty = normalizeFollowupCounterpartyCandidate(previousFilters?.counterparty);
     const rootFiltersCounterparty = normalizeFollowupCounterpartyCandidate(rootFilters?.counterparty);
@@ -561,8 +566,10 @@ function collectFollowupDiscoverySeed(followupContext) {
         (toNonEmptyString(followupContext?.previous_anchor_type) === "organization"
             ? toNonEmptyString(followupContext?.previous_anchor_value)
             : null);
-    const dateScope = collectDateScopeFromFilters(previousFilters) ??
+    const loopProvidedAllTimeScope = loopProvidedAxes.includes("all_time_scope");
-        collectDateScopeFromFilters(rootFilters);
+    const dateScope = loopProvidedAllTimeScope
+        ? "all_time_scope"
+        : collectDateScopeFromFilters(previousFilters) ?? collectDateScopeFromFilters(rootFilters);
     return {
         pilotScope: effectivePilotScope,
         domain: mapped.domain,
@@ -713,7 +720,7 @@ function hasOrganizationLevelSupplierQualityOverviewSignal(text) {
     return hasSupplierScopeCue && hasSupplierQualityCue && hasCompanyScopeCue;
 }
 function hasCrossScopeExecutiveSummarySignal(text) {
-    return (/(?:\u0441\u043e\u0431\u0435\u0440\p{L}*\s+(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0438\u0442\u043e\u0433|\u044d\u043a\u0437\u0435\u043a\u044c\u044e\u0442\u0438\u0432\p{L}*\s+\u0441\u0430\u043c\u043c\u0430\u0440\u0438|executive\s+summary|final\s+summary)/iu.test(text) &&
+    return (/(?:\u0441\u043e\u0431\u0435\u0440\p{L}*\s+(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0438\u0442\u043e\u0433|(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0441\u0440\u0430\u0432\u043d\p{L}*|\u044d\u043a\u0437\u0435\u043a\u044c\u044e\u0442\u0438\u0432\p{L}*\s+\u0441\u0430\u043c\u043c\u0430\u0440\u0438|executive\s+summary|final\s+summary|brief(?:ly)?\s+compare)/iu.test(text) &&
         /(?:\u0447\u0442\u043e\s+(?:\u043c\u044b\s+)?\u043f\u043e\u0434\u0442\u0432\u0435\u0440\p{L}*|\u043f\u043e\s+\u043a\u043e\u043c\u043f\u0430\u043d\p{L}*|\u043f\u043e\s+\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\p{L}*|confirmed|company|organization)/iu.test(text) &&
         /(?:\u043e\u0442\u0434\u0435\u043b\u044c\u043d\p{L}*\s+\u043f\u043e|\u043f\u043e\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0433\u0440\u0443\u043f\u043f\p{L}*\s+\u0441\u0432\u043a|\u0441\u0432\u043a|counterpart(?:y|ies)?)/iu.test(text) &&
         /(?:\u0447\u0442\u043e\s+\u043c\u043e\u0436\u043d\p{L}*|\u0447\u0442\u043e\s+\u043d\u0435\u043b\u044c\u0437\p{L}*|\u0432\u044b\u0432\u043e\u0434\p{L}*|allowed|forbidden|cannot|can\s+say)/iu.test(text));
@@ -723,6 +730,27 @@ function hasPlainBusinessOverviewSignal(text) {
     const hasCompanyOrOperatingScopeCue = /(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0443\s+\u043d\u0430\u0441|\u043d\u0430\u0448\p{L}*|(?:19|20)\d{2}|company|organization|business)/iu.test(text);
     return hasPlainOverviewCue && hasCompanyOrOperatingScopeCue;
 }
+function countBroadBusinessOverviewAxes(text) {
+    const axisPatterns = [
+        /(?:\u0434\u0435\u043d\p{L}*|\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|\u043f\u043b\u0430\u0442\p{L}*|money|cash|revenue|turnover)/iu,
+        /(?:\u043d\u0434\u0441|vat)/iu,
+        /(?:\u0434\u043e\u043b\p{L}*|\u0434\u0435\u0431\u0438\u0442\u043e\u0440\p{L}*|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\p{L}*|receivable|payable|debt)/iu,
+        /(?:\u0441\u043a\u043b\u0430\u0434|\u043e\u0441\u0442\u0430\u0442|\u0437\u0430\u043f\u0430\u0441|\u0442\u043e\u0432\u0430\u0440|warehouse|stock|inventory)/iu,
+        /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|customer|client|buyer)/iu,
+        /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0432\u0435\u043d\u0434\u043e\u0440|\u0437\u0430\u043a\u0443\u043f|supplier|vendor|procurement)/iu,
+        /(?:\u0433\u0434\u0435[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0434\u0435\u043b\u0430\p{L}*|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|\u0447\u0442\u043e[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|cannot|unknown|missing|limitation)/iu
+    ];
+    return axisPatterns.reduce((count, pattern) => count + (pattern.test(text) ? 1 : 0), 0);
+}
+function hasBroadBusinessOverviewSurfaceSignal(text) {
+    const normalized = compactLower(text);
+    if (!normalized) {
+        return false;
+    }
+    const hasBroadCue = /(?:\u043f\u043e[-\s]*\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\p{L}*|\u0447\u0442\u043e\s+\u043f\u043e\s+\u0431\u0438\u0437\u043d\u0435\u0441\u0443\s+\u0432\u0438\u0434\u043d\p{L}*|\u043f\u043e\u0441\u043c\u043e\u0442\p{L}*[\s\S]{0,100}(?:\u0431\u0438\u0437\u043d\u0435\u0441|\u0434\u0435\u044f\u0442\u0435\u043b\p{L}*)|\u0431\u0438\u0437\u043d\u0435\u0441[\s\S]{0,80}(?:\u0432\u0438\u0434\u043d\p{L}*|\u0432\u044b\u0432\u043e\u0434|\u0441\u0440\u0435\u0437)|human\s+readable\s+business\s+view)/iu.test(normalized);
+    const hasCompanyScope = /(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|\u043e\u0430\u043e|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0432\s+1\s?\u0441|1\s?c|company|organization|business|(?:19|20)\d{2})/iu.test(normalized);
+    return hasBroadCue && hasCompanyScope && countBroadBusinessOverviewAxes(normalized) >= 3;
+}
 function hasBusinessOverviewSignal(text) {
     if (hasCrossScopeExecutiveSummarySignal(text) ||
         hasOrganizationLevelEarningsOverviewSignal(text) ||
@@ -730,6 +758,7 @@ function hasBusinessOverviewSignal(text) {
         hasOrganizationLevelDebtDueDateOverviewSignal(text) ||
         hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) ||
         hasPlainBusinessOverviewSignal(text) ||
+        hasBroadBusinessOverviewSurfaceSignal(text) ||
         hasOrganizationLevelSupplierQualityOverviewSignal(text)) {
         return true;
     }
@@ -774,6 +803,12 @@ function hasBusinessOverviewSeparateCounterpartySignal(text) {
     return (/(?:\u043e\u0442\u0434\u0435\u043b\u044c\u043d\p{L}*\s+\u043f\u043e|\u043f\u043e\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|counterpart(?:y|ies)?)/iu.test(text) &&
         /(?:\u043a\u043e\u043c\u043f\u0430\u043d\p{L}*|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\p{L}*|company|organization|\u0438\u0442\u043e\u0433|summary|\u0432\u044b\u0432\u043e\u0434\p{L}*)/iu.test(text));
 }
+function isGenericSelectedCounterpartyReference(value) {
+    if (!value) {
+        return false;
+    }
+    return /^(?:(?:\u0432\u044b\u0431\u0440\u0430\u043d\p{L}*|\u044d\u0442\p{L}*|\u0434\u0430\u043d\p{L}*|\u0442\u0435\u043a\u0443\u0449\p{L}*)\s+)?\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*$|^(?:selected|chosen|current|this)\s+counterpart(?:y|ies)?$/iu.test(value);
+}
 function businessOverviewSeparateCounterpartyCandidateFromText(text) {
     const source = (0, addressTextRepair_1.repairAddressMojibakeText)(String(text ?? ""));
     const patterns = [
@@ -782,7 +817,7 @@ function businessOverviewSeparateCounterpartyCandidateFromText(text) {
     ];
     for (const pattern of patterns) {
         const candidate = normalizeFollowupCounterpartyCandidate(source.match(pattern)?.[1]);
-        if (candidate && !isInvalidEntityCandidate(candidate)) {
+        if (candidate && !isInvalidEntityCandidate(candidate) && !isGenericSelectedCounterpartyReference(candidate)) {
             return candidate;
         }
     }
@@ -868,6 +903,9 @@ function normalizeLooseOrganizationAlias(value) {
     if (hasYearOnlyTimeTail) {
         return null;
     }
+    if (new Set(["в целом", "компания в целом", "организация в целом"]).has(comparable)) {
+        return null;
+    }
     if (/^(?:\u0438|\u0432|\u0432\u043e|\u0437\u0430|\u043d\u0430|\u043f\u043e|\u043a\u0442\u043e|\u0447\u0442\u043e|\u043a\u0430\u043a(?:\u043e\u0439|\u0430\u044f|\u0438\u0435)?|\u0433\u043b\u0430\u0432\u043d\p{L}*)\b/iu.test(comparable)) {
         return null;
     }
@@ -1370,10 +1408,18 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
                     : "broad_business_evaluation";
     const businessOverviewSignal = !businessOverviewCounterpartyValueFlowPivot &&
         (rawBusinessOverviewSignal || seededBusinessOverviewSignal);
+    const organizationClarificationBusinessOverviewLoop = Boolean(followupSeed.loopStatus === "awaiting_clarification" &&
+        followupSeed.loopSelectedChainId === "business_overview" &&
+        followupSeed.loopPendingAxes.includes("organization") &&
+        currentTurnOrganizationScope &&
+        !rawLifecycleSignal &&
+        !rawMetadataSignal);
     const businessOverviewSeparateCounterpartySignal = Boolean(businessOverviewSignal && hasBusinessOverviewSeparateCounterpartySignal(rawText));
     const businessOverviewSeparateCounterpartyCandidate = businessOverviewSeparateCounterpartySignal
         ? businessOverviewSeparateCounterpartyCandidateFromText(rawText)
-        : null;
+        : organizationClarificationBusinessOverviewLoop
+            ? followupSeed.counterparty ?? followupSeed.discoveryEntity ?? followupSeed.metadataScopeHint
+            : null;
     const explicitIntentCandidate = toNonEmptyString(assistantTurnMeaning?.explicit_intent_candidate);
     const currentTurnDocumentLaneSignal = rawAction === "list_documents";
     const currentTurnMovementLaneSignal = rawAction === "list_movements";
@@ -1397,6 +1443,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             sameScopedName(followupSeed.counterparty, currentTurnOrganizationScope)));
     const businessOverviewSuppressesFollowupCounterparty = Boolean(businessOverviewSignal &&
         !businessOverviewSeparateCounterpartySignal &&
+        !organizationClarificationBusinessOverviewLoop &&
         (rawBusinessOverviewSignal ||
             businessOverviewContinuationSignal ||
             broadBusinessEvaluationUnsupported ||
@@ -1831,7 +1878,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         }
         pushScopedEntityCandidate(entityCandidates, rawEntityCandidate, groundedFollowupEntity);
     }
-    const businessOverviewSeparateCounterpartyDisplayCandidate = businessOverviewSeparateCounterpartySignal
+    const shouldPreserveBusinessOverviewSeparateCounterparty = businessOverviewSeparateCounterpartySignal || organizationClarificationBusinessOverviewLoop;
+    const businessOverviewSeparateCounterpartyDisplayCandidate = shouldPreserveBusinessOverviewSeparateCounterparty
         ? preferredScopedDisplayName(businessOverviewSeparateCounterpartyCandidate, [
             groundedFollowupEntity,
             effectiveFollowupCounterparty,
@@ -1840,7 +1888,21 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             rawScopedEntityCandidate,
             rawEntityCandidate,
             ...entityCandidates
-        ])
+        ]) ??
+            preferredScopedDisplayName(groundedFollowupEntity ??
+                effectiveFollowupCounterparty ??
+                followupSeed.discoveryEntity ??
+                normalizedPredecomposeCounterparty ??
+                rawScopedEntityCandidate ??
+                rawEntityCandidate, [
+                groundedFollowupEntity,
+                effectiveFollowupCounterparty,
+                followupSeed.discoveryEntity,
+                normalizedPredecomposeCounterparty,
+                rawScopedEntityCandidate,
+                rawEntityCandidate,
+                ...entityCandidates
+            ])
         : null;
     const businessOverviewSeparateEntityCandidates = businessOverviewSeparateCounterpartyDisplayCandidate
         ? [businessOverviewSeparateCounterpartyDisplayCandidate]
@@ -1936,6 +1998,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         : predecomposeDateScope;
     const normalizedAssistantTurnMeaningDateScope = rawEntitySearchOverridesStaleScope ||
         suppressNegatedTaxOnlyDateScope ||
+        (organizationClarificationBusinessOverviewLoop && !currentTurnCarriesExplicitPeriod) ||
         (suppressImplicitCurrentDateScope && isImplicitCurrentDateScope(assistantTurnMeaningDateScope))
         ? null
         : assistantTurnMeaningDateScope;
@@ -1950,7 +2013,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         /^\d{4}$/.test(rawDateScope) &&
         normalizedPredecomposeDateScope &&
         normalizedPredecomposeDateScope.startsWith(`${rawDateScope}-`));
-    const explicitDateScope = rawAllTimeScopeSignal
+    const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope";
+    const explicitDateScope = rawAllTimeScopeSignal || followupAllTimeScopeApplied
         ? null
         : normalizedAssistantTurnMeaningDateScope ??
             (businessOverviewRawYearOverridesPredecomposeAsOf ? rawDateScope : normalizedPredecomposeDateScope) ??
@@ -1960,7 +2024,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         !normalizedAssistantTurnMeaningDateScope &&
         !normalizedPredecomposeDateScope &&
         !rawDateScope &&
-        normalizedFollowupDateScope);
+        normalizedFollowupDateScope &&
+        normalizedFollowupDateScope !== "all_time_scope");
     const clarificationLoopSeedApplied = Boolean(followupSeed.loopStatus === "awaiting_clarification" && followupSeed.loopSelectedChainId);
     const turnMeaning = {
         raw_message: repairedUserText ?? rawUserText ?? null,
@@ -2007,7 +2072,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         seeded_ranking_need: valueFlowSignal && followupSeed.rankingNeed && !rawEntitySearchOverridesStaleScope
             ? followupSeed.rankingNeed
             : undefined,
-        explicit_entity_candidates: businessOverviewSignal ? [] : entityCandidates,
+        explicit_entity_candidates: businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty ? [] : entityCandidates,
         business_overview_separate_entity_candidates: businessOverviewSeparateEntityCandidates,
         previous_counterparty_value_flow_bundle: businessOverviewSignal && followupSeed.previousBidirectionalValueFlow
             ? followupSeed.previousBidirectionalValueFlow
@@ -2222,6 +2287,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (rawAllTimeScopeSignal) {
         pushReason(reasonCodes, "mcp_discovery_all_time_scope_signal_detected");
     }
+    if (followupAllTimeScopeApplied) {
+        pushReason(reasonCodes, "mcp_discovery_all_time_scope_from_followup_context");
+    }
     if (suppressNegatedTaxOnlyDateScope) {
         pushReason(reasonCodes, "mcp_discovery_negated_tax_period_scope_suppressed");
     }
@@ -2324,7 +2392,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (businessOverviewSuppressesFollowupCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_suppressed_stale_counterparty");
     }
-    if (businessOverviewSeparateCounterpartySignal) {
+    if (shouldPreserveBusinessOverviewSeparateCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_preserved_explicit_counterparty_summary_scope");
     }
     if (businessOverviewSeparateCounterpartyCandidate) {
@@ -2346,7 +2414,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         normalizedPredecomposeCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
     }
-    if (rawScopedEntityCandidate && !normalizedPredecomposeCounterparty) {
+    if (rawScopedEntityCandidate && !normalizedPredecomposeCounterparty && !businessOverviewSignal) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_raw_scope");
     }
     if (effectiveFollowupCounterparty &&

llm_normalizer/backend/dist/services/assistantTransitionPolicy.js

@@ -75,6 +75,19 @@ function createAssistantTransitionPolicy(deps) {
         }
         return /(?:документ|счет|счет-фактур|накладн|акт|реализац|document|invoice|receipt)/iu.test(normalized);
     }
+    function hasSelectedCounterpartyDocumentFollowupSignal(userMessage, alternateMessage = null) {
+        return [userMessage, alternateMessage]
+            .filter((value) => deps.toNonEmptyString(value))
+            .map((value) => normalizeFollowupText(value).replace(/С‘/g, "Рµ"))
+            .some((normalized) => {
+            if (!normalized) {
+                return false;
+            }
+            const hasDocumentCue = /(?:\u0434\u043e\u043a\p{L}*|\u0441\u0447\p{L}*|\u043d\u0430\u043a\u043b\u0430\u0434\p{L}*|\u0430\u043a\u0442|document|docs?|invoice|receipt)/iu.test(normalized) || hasReadableDocumentsPivotCue(normalized);
+            const hasSelectedCounterpartyCue = /(?:\u043f\u043e\s+\u043d(?:\u0435\u043c\u0443|\u0435\u0439)|\u043f\u043e\s+\u044d\u0442(?:\u043e\u043c\u0443|\u043e\u0439)|\u0442\u0435\u043a\u0443\u0449\p{L}*\s+\u043e\u0431\u044a\u0435\u043a\p{L}*|\u0432\u044b\u0431\u0440\u0430\u043d\p{L}*\s+(?:\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043e\u0431\u044a\u0435\u043a\u0442)|selected\s+(?:counterparty|object)|current\s+object)/iu.test(normalized);
+            return hasDocumentCue && hasSelectedCounterpartyCue;
+        });
+    }
     function selectSuggestedIntentByPivotCue(suggestedIntents, userMessage, alternateMessage = null) {
         if (!Array.isArray(suggestedIntents) || suggestedIntents.length === 0) {
             return null;
@@ -298,32 +311,115 @@ function createAssistantTransitionPolicy(deps) {
         }
         return flow;
     }
+    function readMcpDiscoveryPreviousCounterpartyValueFlowBundle(debug) {
+        const entryPoint = debug?.assistant_mcp_discovery_entry_point_v1;
+        const bundle = entryPoint?.turn_input?.turn_meaning_ref?.previous_counterparty_value_flow_bundle;
+        if (!bundle || typeof bundle !== "object" || Array.isArray(bundle)) {
+            return null;
+        }
+        return bundle;
+    }
+    function readMcpDiscoveryPreviousCounterpartyDocumentBundle(debug) {
+        const entryPoint = debug?.assistant_mcp_discovery_entry_point_v1;
+        const bundle = entryPoint?.turn_input?.turn_meaning_ref?.previous_counterparty_document_bundle;
+        if (!bundle || typeof bundle !== "object" || Array.isArray(bundle)) {
+            return null;
+        }
+        return bundle;
+    }
     function readCounterpartyDocumentSummaryFromItem(item) {
         const text = deps.toNonEmptyString(item?.text);
         if (!text) {
             return null;
         }
         const firstLine = text.split(/\r?\n/).map((line) => line.trim()).find(Boolean) ?? "";
-        const match = firstLine.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено документов:\s*(\d+)/iu);
+        const directMatch = firstLine.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено документов:\s*(\d+)/iu);
-        if (!match?.[1] || !match?.[2]) {
+        if (directMatch?.[1] && directMatch?.[2]) {
+            return {
+                counterparty: deps.toNonEmptyString(directMatch[1]),
+                document_count: Number(directMatch[2]),
+                direct_answer: firstLine
+            };
+        }
+        const summaryMatch = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):[\s\S]{0,260}документы\s+по\s+цепочке:\s*найдено\s*(\d+)/iu);
+        if (!summaryMatch?.[1] || !summaryMatch?.[2]) {
+            return null;
+        }
+        return {
+            counterparty: deps.toNonEmptyString(summaryMatch[1]),
+            document_count: Number(summaryMatch[2]),
+            direct_answer: summaryMatch[0].replace(/\s+/g, " ").trim()
+        };
+    }
+    function readCounterpartyValueFlowSummaryFromItem(item) {
+        const text = deps.toNonEmptyString(item?.text);
+        if (!text) {
+            return null;
+        }
+        const match = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu);
+        if (!match?.[1] || !match?.[2] || !match?.[3] || !match?.[4]) {
             return null;
         }
         return {
             counterparty: deps.toNonEmptyString(match[1]),
-            document_count: Number(match[2]),
+            incoming_customer_revenue: {
-            direct_answer: firstLine
+                total_amount_human_ru: deps.toNonEmptyString(match[2])
+            },
+            outgoing_supplier_payout: {
+                total_amount_human_ru: deps.toNonEmptyString(match[3])
+            },
+            net_amount_human_ru: deps.toNonEmptyString(match[4]),
+            net_direction: "net_incoming",
+            inference_basis: "parsed_from_previous_confirmed_counterparty_boundary_summary"
         };
     }
     function findRecentDiscoveryValueFlowBundle(items) {
         for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
             const item = items[index];
             const debug = item?.debug;
-            if (!item || item.role !== "assistant" || !debug || typeof debug !== "object") {
+            const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+            if (!item || !isAssistantItem) {
                 continue;
             }
-            const flow = readMcpDiscoveryBidirectionalValueFlow(debug);
+            if (debug && typeof debug === "object") {
-            if (flow) {
+                const flow = readMcpDiscoveryBidirectionalValueFlow(debug);
-                return flow;
+                if (flow) {
+                    return flow;
+                }
+            }
+            const parsedFlow = readCounterpartyValueFlowSummaryFromItem(item);
+            if (parsedFlow) {
+                return parsedFlow;
+            }
+        }
+        return null;
+    }
+    function sameCounterpartyHint(expected, actual) {
+        const left = normalizeFollowupText(expected);
+        const right = normalizeFollowupText(actual);
+        if (!left || !right) {
+            return false;
+        }
+        return left === right || left.includes(right) || right.includes(left);
+    }
+    function findRecentPreviousCounterpartyValueFlowBundle(items, counterpartyHint = null) {
+        const expectedCounterparty = deps.toNonEmptyString(counterpartyHint);
+        if (!expectedCounterparty) {
+            return null;
+        }
+        for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
+            const item = items[index];
+            const debug = item?.debug;
+            const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+            if (!item || !isAssistantItem || !debug || typeof debug !== "object") {
+                continue;
+            }
+            const bundle = readMcpDiscoveryPreviousCounterpartyValueFlowBundle(debug);
+            if (!bundle) {
+                continue;
+            }
+            if (sameCounterpartyHint(expectedCounterparty, deps.toNonEmptyString(bundle.counterparty))) {
+                return bundle;
             }
         }
         return null;
@@ -331,7 +427,8 @@ function createAssistantTransitionPolicy(deps) {
     function findRecentCounterpartyDocumentBundle(items) {
         for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
             const item = items[index];
-            if (!item || item.role !== "assistant" || !item.debug || typeof item.debug !== "object") {
+            const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+            if (!item || !isAssistantItem) {
                 continue;
             }
             const summary = readCounterpartyDocumentSummaryFromItem(item);
@@ -341,6 +438,28 @@ function createAssistantTransitionPolicy(deps) {
         }
         return null;
     }
+    function findRecentPreviousCounterpartyDocumentBundle(items, counterpartyHint = null) {
+        const expectedCounterparty = deps.toNonEmptyString(counterpartyHint);
+        if (!expectedCounterparty) {
+            return null;
+        }
+        for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
+            const item = items[index];
+            const debug = item?.debug;
+            const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+            if (!item || !isAssistantItem || !debug || typeof debug !== "object") {
+                continue;
+            }
+            const bundle = readMcpDiscoveryPreviousCounterpartyDocumentBundle(debug);
+            if (!bundle) {
+                continue;
+            }
+            if (sameCounterpartyHint(expectedCounterparty, deps.toNonEmptyString(bundle.counterparty))) {
+                return bundle;
+            }
+        }
+        return null;
+    }
     function hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasInventoryItemFocusHint) {
         if (sourceIntentHint !== "inventory_purchase_provenance_for_item" &&
             !hasInventoryItemFocusHint &&
@@ -504,9 +623,15 @@ function createAssistantTransitionPolicy(deps) {
                 ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
                     hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
                 : false);
+        const earlyNavigationSessionState = (0, assistantContinuityPolicy_1.resolveNavigationSessionContextState)(addressNavigationState, deps.toNonEmptyString, deps.normalizeOrganizationScopeValue);
+        const earlyNavigationFocusObject = earlyNavigationSessionState.focusObject;
+        const selectedCounterpartyDocumentFollowupSignal = Boolean(deps.toNonEmptyString(earlyNavigationFocusObject?.label) &&
+            deps.toNonEmptyString(earlyNavigationFocusObject?.objectType) === "counterparty" &&
+            hasSelectedCounterpartyDocumentFollowupSignal(userMessage, alternateMessage));
         if (assistantTurnMeaning?.stale_replay_forbidden === true &&
             !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage) &&
-            !compactCashflowFollowupSignal) {
+            !compactCashflowFollowupSignal &&
+            !selectedCounterpartyDocumentFollowupSignal) {
             return null;
         }
         const latestAddressItem = deps.findLastAddressAssistantItem(items);
@@ -574,7 +699,7 @@ function createAssistantTransitionPolicy(deps) {
             sourceDiscoveryPilotScopeHint === "counterparty_bidirectional_value_flow_query_movements_v1" ||
             sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
         const hasBusinessOverviewCarryoverSourceHint = sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
-        const navigationSessionState = (0, assistantContinuityPolicy_1.resolveNavigationSessionContextState)(addressNavigationState, deps.toNonEmptyString, deps.normalizeOrganizationScopeValue);
+        const navigationSessionState = earlyNavigationSessionState;
         const navigationFocusObjectHint = navigationSessionState.focusObject;
         const hasNavigationInventoryItemFocusHint = Boolean(deps.toNonEmptyString(navigationFocusObjectHint?.label) &&
             deps.toNonEmptyString(navigationFocusObjectHint?.objectType) === "item" &&
@@ -662,6 +787,7 @@ function createAssistantTransitionPolicy(deps) {
             Boolean(debtRoleSwapIntent) ||
             shortValueFlowRetargetPrimary ||
             shortValueFlowRetargetAlternate ||
+            selectedCounterpartyDocumentFollowupSignal ||
             businessOverviewBoundaryFollowupPrimary ||
             businessOverviewBoundaryFollowupAlternate ||
             inventoryMarginRankingFollowup ||
@@ -686,6 +812,7 @@ function createAssistantTransitionPolicy(deps) {
             Boolean(debtRoleSwapIntent) ||
             shortValueFlowRetargetPrimary ||
             shortValueFlowRetargetAlternate ||
+            selectedCounterpartyDocumentFollowupSignal ||
             businessOverviewBoundaryFollowupPrimary ||
             businessOverviewBoundaryFollowupAlternate ||
             inventoryMarginRankingFollowup ||
@@ -713,6 +840,7 @@ function createAssistantTransitionPolicy(deps) {
             !hasInventoryRootRestatementAlternate &&
             !shortValueFlowRetargetPrimary &&
             !shortValueFlowRetargetAlternate &&
+            !selectedCounterpartyDocumentFollowupSignal &&
             !hasImplicitContinuationSignal &&
             !hasSuggestedIntentPivotSignal &&
             !hasOrganizationClarificationContinuation &&
@@ -729,6 +857,7 @@ function createAssistantTransitionPolicy(deps) {
             !hasInventoryRootRestatementAlternate &&
             !shortValueFlowRetargetPrimary &&
             !shortValueFlowRetargetAlternate &&
+            !selectedCounterpartyDocumentFollowupSignal &&
             !hasImplicitContinuationSignal &&
             !hasSuggestedIntentPivotSignal &&
             !hasOrganizationClarificationContinuation &&
@@ -762,8 +891,19 @@ function createAssistantTransitionPolicy(deps) {
         const sourceDiscoveryLoopSubjectResolutionOptional = (0, assistantContinuityPolicy_1.readAssistantMcpDiscoveryLoopSubjectResolutionOptional)(carryoverSourceDebug);
         const sourceDiscoveryRankingNeed = (0, assistantContinuityPolicy_1.readAssistantMcpDiscoveryRankingNeed)(carryoverSourceDebug, deps.toNonEmptyString);
         const sourceDiscoveryEntityAmbiguityCandidates = (0, assistantContinuityPolicy_1.readAssistantMcpDiscoveryEntityAmbiguityCandidates)(carryoverSourceDebug, deps.toNonEmptyString);
-        const sourceDiscoveryBidirectionalValueFlow = readMcpDiscoveryBidirectionalValueFlow(carryoverSourceDebug) ?? findRecentDiscoveryValueFlowBundle(items);
+        const sourceDiscoveryCounterpartyHint = sourceDiscoveryLoopMetadataScopeHint ??
-        const sourceDiscoveryDocumentSummary = findRecentCounterpartyDocumentBundle(items);
+            (deps.toNonEmptyString(earlyNavigationFocusObject?.objectType) === "counterparty"
+                ? deps.toNonEmptyString(earlyNavigationFocusObject?.label)
+                : null);
+        const sourceDiscoveryBidirectionalValueFlow = readMcpDiscoveryBidirectionalValueFlow(carryoverSourceDebug) ??
+            readMcpDiscoveryPreviousCounterpartyValueFlowBundle(carryoverSourceDebug) ??
+            findRecentPreviousCounterpartyValueFlowBundle(items, sourceDiscoveryCounterpartyHint) ??
+            readCounterpartyValueFlowSummaryFromItem(previousAddressItem) ??
+            findRecentDiscoveryValueFlowBundle(items);
+        const sourceDiscoveryDocumentSummary = readMcpDiscoveryPreviousCounterpartyDocumentBundle(carryoverSourceDebug) ??
+            findRecentPreviousCounterpartyDocumentBundle(items, sourceDiscoveryCounterpartyHint) ??
+            readCounterpartyDocumentSummaryFromItem(previousAddressItem) ??
+            findRecentCounterpartyDocumentBundle(items);
         const llmExplicitIntent = deps.toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent);
         const llmSelectedObjectScopeDetected = llmPreDecomposeMeta?.predecomposeContract?.semantics?.selected_object_scope_detected === true;
         const resolvedPrimaryIntent = deps.resolveAddressIntent(deps.repairAddressMojibake(String(userMessage ?? ""))).intent;
@@ -917,6 +1057,14 @@ function createAssistantTransitionPolicy(deps) {
         let resolvedCounterpartyFromDisplay = false;
         let displayedEntityTargetIntent = null;
         let previousFilters = (0, assistantContinuityPolicy_1.resolveAddressDebugCarryoverFilters)(carryoverSourceDebug, deps.toNonEmptyString);
+        const navigationCounterpartyFocus = navigationFocusObjectType === "counterparty" ? navigationFocusObjectLabel : null;
+        const hasNavigationCounterpartyFocusCarryover = Boolean(navigationCounterpartyFocus &&
+            (hasValueFlowCarryoverSourceHint ||
+                sourceIntentHint === "list_contracts_by_counterparty" ||
+                sourceIntentHint === "list_documents_by_counterparty" ||
+                sourceIntentHint === "bank_operations_by_counterparty" ||
+                sourceIntentHint === "open_items_by_counterparty_or_contract" ||
+                sourceDiscoveryLoopSelectedChainIdHint === "value_flow_comparison"));
         const shouldBackfillHistoricalPartyAnchors = sourceIntentHint === "list_contracts_by_counterparty" ||
             sourceIntentHint === "list_documents_by_counterparty" ||
             sourceIntentHint === "bank_operations_by_counterparty" ||
@@ -924,6 +1072,15 @@ function createAssistantTransitionPolicy(deps) {
             sourceIntentHint === "bank_operations_by_contract" ||
             sourceIntentHint === "open_items_by_counterparty_or_contract";
         previousFilters = (0, assistantContinuityPolicy_1.applyHistoricalPartyCarryoverFilters)(previousFilters, shouldBackfillHistoricalPartyAnchors, deps.findRecentAddressFilterValue(items, "contract"), deps.findRecentAddressFilterValue(items, "counterparty"), deps.toNonEmptyString);
+        if (hasNavigationCounterpartyFocusCarryover && navigationCounterpartyFocus) {
+            if (!previousAnchor) {
+                previousAnchorType = "counterparty";
+                previousAnchor = navigationCounterpartyFocus;
+            }
+            if (!deps.toNonEmptyString(previousFilters.counterparty)) {
+                previousFilters.counterparty = navigationCounterpartyFocus;
+            }
+        }
         const historicalOrganization = deps.findRecentAddressFilterValue(items, "organization");
         const authorityActiveOrganization = deps.normalizeOrganizationScopeValue(organizationAuthority.activeOrganization) ??
             deps.normalizeOrganizationScopeValue(organizationAuthority.continuityActiveOrganization);

llm_normalizer/backend/src/services/addressIntentResolver.ts

@@ -2152,6 +2152,35 @@ function hasBidirectionalValueFlowComparisonSignal(text: string): boolean {
   return hasIncomingCue && hasOutgoingCue && hasComparisonCue && (hasValueFlowCue || hasNetAmountCue);
 }
 
+function countBroadBusinessOverviewBridgeAxes(text: string): number {
+  const axisPatterns = [
+    /(?:\u0434\u0435\u043d\p{L}*|\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|\u043f\u043b\u0430\u0442\p{L}*|money|cash|revenue|turnover)/iu,
+    /(?:\u043d\u0434\u0441|vat)/iu,
+    /(?:\u0434\u043e\u043b\p{L}*|\u0434\u0435\u0431\u0438\u0442\u043e\u0440\p{L}*|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\p{L}*|receivable|payable|debt)/iu,
+    /(?:\u0441\u043a\u043b\u0430\u0434|\u043e\u0441\u0442\u0430\u0442|\u0437\u0430\u043f\u0430\u0441|\u0442\u043e\u0432\u0430\u0440|warehouse|stock|inventory)/iu,
+    /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|customer|client|buyer)/iu,
+    /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0432\u0435\u043d\u0434\u043e\u0440|\u0437\u0430\u043a\u0443\u043f|supplier|vendor|procurement)/iu,
+    /(?:\u0433\u0434\u0435[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0434\u0435\u043b\u0430\p{L}*|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|\u0447\u0442\u043e[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|cannot|unknown|missing|limitation)/iu
+  ];
+  return axisPatterns.reduce((count, pattern) => count + (pattern.test(text) ? 1 : 0), 0);
+}
+
+function hasBroadBusinessOverviewBridgeSignal(text: string): boolean {
+  const normalized = String(text ?? "").trim().toLowerCase();
+  if (!normalized) {
+    return false;
+  }
+  const hasBroadCue =
+    /(?:\u043f\u043e[-\s]*\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\p{L}*|\u0447\u0442\u043e\s+\u043f\u043e\s+\u0431\u0438\u0437\u043d\u0435\u0441\u0443\s+\u0432\u0438\u0434\u043d\p{L}*|\u043f\u043e\u0441\u043c\u043e\u0442\p{L}*[\s\S]{0,100}(?:\u0431\u0438\u0437\u043d\u0435\u0441|\u0434\u0435\u044f\u0442\u0435\u043b\p{L}*)|\u0431\u0438\u0437\u043d\u0435\u0441[\s\S]{0,80}(?:\u0432\u0438\u0434\u043d\p{L}*|\u0432\u044b\u0432\u043e\u0434|\u0441\u0440\u0435\u0437)|human\s+readable\s+business\s+view)/iu.test(
+      normalized
+    );
+  const hasCompanyScope =
+    /(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|\u043e\u0430\u043e|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0432\s+1\s?\u0441|1\s?c|company|organization|business|(?:19|20)\d{2})/iu.test(
+      normalized
+    );
+  return hasBroadCue && hasCompanyScope && countBroadBusinessOverviewBridgeAxes(normalized) >= 3;
+}
+
 function hasNomenclatureMarginRankingSignal(text: string): boolean {
   const normalized = String(text ?? "").trim().toLowerCase();
   if (!normalized) {
@@ -2357,6 +2386,10 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
     );
   }
 
+  if (hasBroadBusinessOverviewBridgeSignal(normalized)) {
+    return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_multi_surface_deferred_to_discovery");
+  }
+
   if (hasOrganizationLevelEarningsOverviewBridgeSignal(normalized)) {
     return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
   }

llm_normalizer/backend/src/services/addressNavigationState.ts

@@ -3,7 +3,9 @@ import type { AssistantConversationItem } from "../types/assistant";
 import type { AddressIntent } from "../types/addressQuery";
 import {
   readAddressDebugCounterparty,
-  readAddressDebugItem
+  readAddressDebugItem,
+  readAddressDebugOrganization,
+  readAddressDebugTemporalScope
 } from "./assistantContinuityPolicy";
 import {
   ADDRESS_NAVIGATION_STATE_SCHEMA_VERSION,
@@ -21,7 +23,11 @@ const MAX_RESULT_SETS = 40;
 const MAX_NAVIGATION_EVENTS = 120;
 const MAX_ENTITY_REFS_PER_RESULT_SET = 40;
 
+type AddressComparisonScope = NonNullable<AddressNavigationState["session_context"]["comparison_scope"]>;
+type AddressComparisonProofBundles = NonNullable<AddressComparisonScope["proof_bundles"]>;
+
 const DISPLAY_ENTITY_TYPE_BY_INTENT: Partial<Record<AddressIntent, AddressFocusObjectType>> = {
+  business_overview: "organization",
   counterparty_activity_lifecycle: "counterparty",
   customer_revenue_and_payments: "counterparty",
   supplier_payouts_profile: "counterparty",
@@ -45,6 +51,7 @@ const DISPLAY_ENTITY_TYPE_BY_INTENT: Partial<Record<AddressIntent, AddressFocusO
 };
 
 const RESULT_SET_TYPE_BY_INTENT: Partial<Record<AddressIntent, AddressResultSetType>> = {
+  business_overview: "profile_summary",
   counterparty_activity_lifecycle: "counterparty_list",
   customer_revenue_and_payments: "counterparty_list",
   supplier_payouts_profile: "counterparty_list",
@@ -83,6 +90,18 @@ function toObject(value: unknown): Record<string, unknown> | null {
   return value as Record<string, unknown>;
 }
 
+function cloneRecord(value: unknown): Record<string, unknown> | null {
+  const record = toObject(value);
+  if (!record) {
+    return null;
+  }
+  try {
+    return JSON.parse(JSON.stringify(record)) as Record<string, unknown>;
+  } catch {
+    return { ...record };
+  }
+}
+
 function toNonEmptyString(value: unknown): string | null {
   if (typeof value !== "string") {
     return null;
@@ -91,6 +110,44 @@ function toNonEmptyString(value: unknown): string | null {
   return trimmed.length > 0 ? trimmed : null;
 }
 
+function candidateLabel(value: unknown): string | null {
+  const direct = toNonEmptyString(value);
+  if (direct && direct !== "[object Object]") {
+    return direct;
+  }
+  const record = toObject(value);
+  if (!record) {
+    return null;
+  }
+  return (
+    toNonEmptyString(record.value) ??
+    toNonEmptyString(record.name) ??
+    toNonEmptyString(record.ref) ??
+    toNonEmptyString(record.text)
+  );
+}
+
+function readNavigationDiscoveryCounterparty(debug: Record<string, unknown>): string | null {
+  const entry = toObject(debug.assistant_mcp_discovery_entry_point_v1);
+  const turnInput = toObject(entry?.turn_input);
+  const turnMeaning = toObject(turnInput?.turn_meaning_ref);
+  const dataNeedGraph = toObject(turnInput?.data_need_graph);
+  const candidates = [
+    ...(Array.isArray(turnMeaning?.business_overview_separate_entity_candidates)
+      ? turnMeaning.business_overview_separate_entity_candidates
+      : []),
+    ...(Array.isArray(turnMeaning?.explicit_entity_candidates) ? turnMeaning.explicit_entity_candidates : []),
+    ...(Array.isArray(dataNeedGraph?.subject_candidates) ? dataNeedGraph.subject_candidates : [])
+  ];
+  for (const candidate of candidates) {
+    const label = candidateLabel(candidate);
+    if (label) {
+      return label;
+    }
+  }
+  return null;
+}
+
 function toAddressFocusObjectType(value: unknown): AddressFocusObjectType {
   const normalized = toNonEmptyString(value);
   if (!normalized) {
@@ -228,6 +285,26 @@ function cloneFocusObject(value: AddressFocusObject | null): AddressFocusObject
   };
 }
 
+function cloneComparisonProofBundles(value: unknown): AddressComparisonProofBundles | null {
+  const record = toObject(value);
+  if (!record) {
+    return null;
+  }
+  const counterpartyValueFlowBundle = cloneRecord(
+    record.counterparty_value_flow_bundle ?? record.previous_counterparty_value_flow_bundle
+  );
+  const counterpartyDocumentBundle = cloneRecord(
+    record.counterparty_document_bundle ?? record.previous_counterparty_document_bundle
+  );
+  if (!counterpartyValueFlowBundle && !counterpartyDocumentBundle) {
+    return null;
+  }
+  return {
+    counterparty_value_flow_bundle: counterpartyValueFlowBundle,
+    counterparty_document_bundle: counterpartyDocumentBundle
+  };
+}
+
 function cloneResultSet(input: AddressResultSet): AddressResultSet {
   return {
     result_set_id: input.result_set_id,
@@ -296,8 +373,71 @@ function buildFocusObject(
   };
 }
 
+function cloneComparisonScope(
+  value: AddressNavigationState["session_context"]["comparison_scope"]
+): AddressNavigationState["session_context"]["comparison_scope"] {
+  if (!value || typeof value !== "object") {
+    return null;
+  }
+  return {
+    organization: cloneFocusObject(value.organization),
+    counterparty: cloneFocusObject(value.counterparty),
+    proof_bundles: cloneComparisonProofBundles(value.proof_bundles)
+  };
+}
+
+function sameBusinessLabel(left: unknown, right: unknown): boolean {
+  const normalizedLeft = toNonEmptyString(left)?.toLocaleLowerCase("ru-RU");
+  const normalizedRight = toNonEmptyString(right)?.toLocaleLowerCase("ru-RU");
+  return Boolean(normalizedLeft && normalizedRight && normalizedLeft === normalizedRight);
+}
+
+function readBusinessOverviewComparisonProofBundles(debug: Record<string, unknown>): AddressComparisonProofBundles | null {
+  const entryPoint = toObject(debug.assistant_mcp_discovery_entry_point_v1);
+  const turnInput = toObject(entryPoint?.turn_input);
+  const turnMeaning = toObject(turnInput?.turn_meaning_ref);
+  const bridge = toObject(entryPoint?.bridge);
+  const pilot = toObject(bridge?.pilot);
+  const counterpartyValueFlowBundle =
+    cloneRecord(turnMeaning?.previous_counterparty_value_flow_bundle) ??
+    cloneRecord(pilot?.derived_bidirectional_value_flow);
+  const counterpartyDocumentBundle = cloneRecord(turnMeaning?.previous_counterparty_document_bundle);
+  const counterparty =
+    toNonEmptyString(counterpartyValueFlowBundle?.counterparty) ??
+    toNonEmptyString(counterpartyDocumentBundle?.counterparty) ??
+    readNavigationDiscoveryCounterparty(debug);
+  if (!counterparty) {
+    return null;
+  }
+  if (!counterpartyValueFlowBundle && !counterpartyDocumentBundle) {
+    return null;
+  }
+  return {
+    counterparty_value_flow_bundle: counterpartyValueFlowBundle,
+    counterparty_document_bundle: counterpartyDocumentBundle
+  };
+}
+
 function buildFocusObjectFromDebug(debug: Record<string, unknown>, resultSetId: string, createdAt: string): AddressFocusObject | null {
   const extractedFilters = toObject(debug.extracted_filters) ?? {};
+  const selectedDiscoveryChain = toNonEmptyString(debug.mcp_discovery_selected_chain_id);
+  if (selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true) {
+    const counterparty = readAddressDebugCounterparty(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug);
+    if (counterparty) {
+      return buildFocusObject("counterparty", counterparty, resultSetId, createdAt);
+    }
+    const organization = readAddressDebugOrganization(debug, toNonEmptyString);
+    if (organization) {
+      return buildFocusObject("organization", organization, resultSetId, createdAt);
+    }
+  }
+  if (selectedDiscoveryChain === "value_flow_comparison" && debug.mcp_discovery_response_applied === true) {
+    const counterparty =
+      readAddressDebugCounterparty(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug);
+    if (counterparty) {
+      return buildFocusObject("counterparty", counterparty, resultSetId, createdAt);
+    }
+  }
   const objectType = toAddressFocusObjectType(debug.anchor_type);
   const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
   if (canonicalType === "item") {
@@ -330,11 +470,13 @@ function capNavigationEvents(events: AddressNavigationEvent[]): AddressNavigatio
 }
 
 function isAddressAssistantItem(item: AssistantConversationItem): boolean {
-  return (
+  if (item.role !== "assistant" || !item.debug) {
-    item.role === "assistant" &&
+    return false;
-    Boolean(item.debug) &&
+  }
-    toNonEmptyString(item.debug?.detected_mode) === "address_query"
+  if (toNonEmptyString(item.debug.detected_mode) === "address_query") {
-  );
+    return true;
+  }
+  return item.debug.mcp_discovery_response_applied === true && Boolean(toNonEmptyString(item.debug.mcp_discovery_selected_chain_id));
 }
 
 export function createEmptyAddressNavigationState(
@@ -348,6 +490,7 @@ export function createEmptyAddressNavigationState(
     session_context: {
       active_result_set_id: null,
       active_focus_object: null,
+      comparison_scope: null,
       last_confirmed_route: null,
       date_scope: {
         as_of_date: null,
@@ -372,6 +515,7 @@ export function cloneAddressNavigationState(value: AddressNavigationState | null
     session_context: {
       active_result_set_id: value.session_context.active_result_set_id,
       active_focus_object: cloneFocusObject(value.session_context.active_focus_object),
+      comparison_scope: cloneComparisonScope(value.session_context.comparison_scope),
       last_confirmed_route: value.session_context.last_confirmed_route,
       date_scope: {
         as_of_date: value.session_context.date_scope.as_of_date,
@@ -406,6 +550,9 @@ export function normalizeAddressNavigationState(
     session_context: {
       active_result_set_id: toNonEmptyString(context.active_result_set_id),
       active_focus_object: cloneFocusObject(context.active_focus_object as AddressFocusObject | null),
+      comparison_scope: cloneComparisonScope(
+        context.comparison_scope as AddressNavigationState["session_context"]["comparison_scope"]
+      ),
       last_confirmed_route: toNonEmptyString(context.last_confirmed_route),
       date_scope: {
         as_of_date: toNonEmptyString(dateScope.as_of_date),
@@ -464,20 +611,42 @@ export function evolveAddressNavigationStateWithAssistantItem(
     return state;
   }
   const debug = item.debug as unknown as Record<string, unknown>;
-  const intent = toAddressIntent(debug.detected_intent);
+  const selectedDiscoveryChain = toNonEmptyString(debug.mcp_discovery_selected_chain_id);
-  if (intent === "unknown") {
+  const discoveryIntent =
+    selectedDiscoveryChain === "business_overview"
+      ? "business_overview"
+      : selectedDiscoveryChain === "value_flow_comparison"
+      ? "customer_revenue_and_payments"
+      : "unknown";
+  const detectedIntent = toNonEmptyString(debug.detected_intent);
+  const intent = toAddressIntent(detectedIntent && detectedIntent !== "unknown" ? detectedIntent : discoveryIntent);
+  const trackableDiscoveryTurn = debug.mcp_discovery_response_applied === true && Boolean(selectedDiscoveryChain);
+  if (intent === "unknown" && !trackableDiscoveryTurn) {
     return state;
   }
   const createdAt = toNonEmptyString(item.created_at) ?? new Date().toISOString();
   const resultSetId = `rs-${item.message_id}`;
-  const routeId = toNonEmptyString(debug.selected_recipe);
+  const routeId = toNonEmptyString(debug.selected_recipe) ?? selectedDiscoveryChain;
   const filters = normalizeFilters(debug.extracted_filters);
-  const derivedOrganizationScope = resolveDerivedOrganizationScope(debug, filters, item.text);
+  const derivedOrganizationScope =
+    resolveDerivedOrganizationScope(debug, filters, item.text) ?? readAddressDebugOrganization(debug, toNonEmptyString);
+  const derivedCounterpartyScope =
+    selectedDiscoveryChain === "value_flow_comparison" && debug.mcp_discovery_response_applied === true
+      ? readAddressDebugCounterparty(debug, toNonEmptyString) ?? readNavigationDiscoveryCounterparty(debug)
+      : null;
   const filtersWithDerivedScope =
     derivedOrganizationScope && !toNonEmptyString(filters.organization)
       ? {
           ...filters,
-          organization: derivedOrganizationScope
+          organization: derivedOrganizationScope,
+          ...(derivedCounterpartyScope && !toNonEmptyString(filters.counterparty)
+            ? { counterparty: derivedCounterpartyScope }
+            : {})
+        }
+      : derivedCounterpartyScope && !toNonEmptyString(filters.counterparty)
+      ? {
+          ...filters,
+          counterparty: derivedCounterpartyScope
         }
       : filters;
   const sourceRefs = routeId ? [routeId] : [];
@@ -495,6 +664,41 @@ export function evolveAddressNavigationStateWithAssistantItem(
   };
   const previousResultSetId = state.session_context.active_result_set_id;
   const focusObject = buildFocusObjectFromDebug(debug, resultSetId, createdAt);
+  const comparisonCounterparty =
+    selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+      ? readNavigationDiscoveryCounterparty(debug)
+      : null;
+  const comparisonOrganization =
+    selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+      ? derivedOrganizationScope ?? toNonEmptyString(filtersWithDerivedScope.organization)
+      : null;
+  const currentComparisonProofBundles =
+    selectedDiscoveryChain === "business_overview" && debug.mcp_discovery_response_applied === true
+      ? readBusinessOverviewComparisonProofBundles(debug)
+      : null;
+  const inheritedComparisonScope = state.session_context.comparison_scope;
+  const inheritedComparisonProofBundles =
+    comparisonCounterparty &&
+    sameBusinessLabel(inheritedComparisonScope?.counterparty?.label, comparisonCounterparty)
+      ? cloneComparisonProofBundles(inheritedComparisonScope?.proof_bundles)
+      : null;
+  const comparisonProofBundles = currentComparisonProofBundles ?? inheritedComparisonProofBundles;
+  const comparisonOrganizationObject =
+    comparisonOrganization
+      ? buildFocusObject("organization", comparisonOrganization, resultSetId, createdAt)
+      : cloneFocusObject(inheritedComparisonScope?.organization ?? null);
+  const comparisonCounterpartyObject =
+    comparisonCounterparty
+      ? buildFocusObject("counterparty", comparisonCounterparty, resultSetId, createdAt)
+      : cloneFocusObject(inheritedComparisonScope?.counterparty ?? null);
+  const comparisonScope =
+    comparisonOrganizationObject || comparisonCounterpartyObject || comparisonProofBundles
+      ? {
+          organization: comparisonOrganizationObject,
+          counterparty: comparisonCounterpartyObject,
+          proof_bundles: comparisonProofBundles
+        }
+      : null;
   const action = resolveNavigationAction(debug, Boolean(focusObject));
   const navigationEvent: AddressNavigationEvent = {
     event_id: `nav-${nanoid(10)}`,
@@ -505,10 +709,11 @@ export function evolveAddressNavigationStateWithAssistantItem(
     turn_index: turnIndex,
     created_at: createdAt
   };
+  const discoveryTemporalScope = readAddressDebugTemporalScope(debug, toNonEmptyString);
   const normalizedDateScope = {
-    as_of_date: toNonEmptyString(filtersWithDerivedScope.as_of_date),
+    as_of_date: toNonEmptyString(filtersWithDerivedScope.as_of_date) ?? discoveryTemporalScope.asOfDate,
-    period_from: toNonEmptyString(filtersWithDerivedScope.period_from),
+    period_from: toNonEmptyString(filtersWithDerivedScope.period_from) ?? discoveryTemporalScope.periodFrom,
-    period_to: toNonEmptyString(filtersWithDerivedScope.period_to)
+    period_to: toNonEmptyString(filtersWithDerivedScope.period_to) ?? discoveryTemporalScope.periodTo
   };
   const organizationScope = toNonEmptyString(filtersWithDerivedScope.organization);
   const nextResultSets = capResultSets(
@@ -522,6 +727,7 @@ export function evolveAddressNavigationStateWithAssistantItem(
       ? {
           active_result_set_id: resultSetId,
           active_focus_object: focusObject ?? null,
+          comparison_scope: comparisonScope,
           last_confirmed_route: routeId ?? null,
           date_scope: {
             as_of_date: normalizedDateScope.as_of_date,
@@ -533,6 +739,7 @@ export function evolveAddressNavigationStateWithAssistantItem(
       : {
           active_result_set_id: resultSetId,
           active_focus_object: focusObject ?? state.session_context.active_focus_object,
+          comparison_scope: comparisonScope ?? state.session_context.comparison_scope,
           last_confirmed_route: routeId ?? state.session_context.last_confirmed_route,
           date_scope: {
             as_of_date: normalizedDateScope.as_of_date ?? state.session_context.date_scope.as_of_date,

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

@@ -733,6 +733,44 @@ function needsVatCalendarDetails(userMessage: string | null | undefined): boolea
   return /(?:срок|когда|дата\s+уплат|декларац|дол(?:я|ями)|по\s+частям|платежн(?:ый|ого)\s+график)/iu.test(text);
 }
 
+function needsVatPurchaseDateAnchorDisclosure(userMessage: string | null | undefined): boolean {
+  const text = normalizeQuestionText(userMessage);
+  if (!text) {
+    return false;
+  }
+  return /(?:дата|дату|дате|момент)\s+(?:покуп|закуп)|(?:покуп|закуп)\S*\s+(?:дат|момент)|purchase\s+date|date\s+of\s+purchase/iu.test(
+    text
+  );
+}
+
+function buildVatPurchaseDateAnchorDisclosureLine(
+  options: ComposeFactualReplyOptions,
+  periodWindowLabel: string | null
+): string | null {
+  if (!periodWindowLabel || !needsVatPurchaseDateAnchorDisclosure(options.userMessage)) {
+    return null;
+  }
+
+  const asOfDate = normalizeIsoDateOnly(options.asOfDate);
+  const periodFrom = normalizeIsoDateOnly(options.periodFrom);
+  const periodTo = normalizeIsoDateOnly(options.periodTo);
+  const asOfTs = toUtcDayTimestamp(asOfDate);
+  const fromTs = toUtcDayTimestamp(periodFrom);
+  const toTs = toUtcDayTimestamp(periodTo);
+  if (
+    asOfDate &&
+    asOfTs !== null &&
+    fromTs !== null &&
+    toTs !== null &&
+    asOfTs >= fromTs &&
+    asOfTs <= toTs
+  ) {
+    return `- Якорь периода: дата покупки ${formatDateRu(asOfDate)} попадает в налоговый период ${periodWindowLabel}; поэтому расчет ниже взят из книг продаж/покупок за это окно.`;
+  }
+
+  return `- Якорь периода: дата покупки из вопроса/контекста использована для выбора налогового периода ${periodWindowLabel}; сам расчет ниже взят из книг продаж/покупок за это окно.`;
+}
+
 function detectRankingLimit(userMessage: string | null | undefined, fallback = 20): number {
   const text = normalizeQuestionText(userMessage);
   if (!text) {
@@ -3896,6 +3934,7 @@ function composeFactualReplyBody(
     const formatConfirmedMoney = (value: number): string => (options.useRubCurrency ? formatMoneyRub(value) : formatMoney(value));
     const organizationLabel = normalizeOrganizationScopeValue(options.organizationHint);
     const organizationScopeLabel = organizationLabel ? ` по организации ${organizationLabel}` : "";
+    const purchaseDateAnchorLine = buildVatPurchaseDateAnchorDisclosureLine(options, periodWindowLabel);
 
     const lines = [
       `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
@@ -3904,6 +3943,7 @@ function composeFactualReplyBody(
       "Что вошло в расчет:",
       ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
       `- Налоговый период расчета: ${periodWindowLabel ?? "не задан (нужен явный период)"}.`,
+      ...(purchaseDateAnchorLine ? [purchaseDateAnchorLine] : []),
       `- НДС по книге продаж: ${formatConfirmedMoney(salesVat)}.`,
       `- НДС по книге покупок (вычеты): ${formatConfirmedMoney(purchaseVat)}.`,
       `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`

llm_normalizer/backend/src/services/assistantAddressLaneResponseRuntimeAdapter.ts

@@ -76,6 +76,141 @@ function normalizeAddressReplyType(value: unknown): AssistantReplyType {
   return value === "factual" || value === "partial_coverage" ? value : "partial_coverage";
 }
 
+function sameBusinessLabel(left: unknown, right: unknown): boolean {
+  const normalizedLeft = toNullableString(left)?.toLocaleLowerCase("ru-RU").replace(/ё/g, "е");
+  const normalizedRight = toNullableString(right)?.toLocaleLowerCase("ru-RU").replace(/ё/g, "е");
+  return Boolean(
+    normalizedLeft &&
+      normalizedRight &&
+      (normalizedLeft === normalizedRight ||
+        normalizedLeft.includes(normalizedRight) ||
+        normalizedRight.includes(normalizedLeft))
+  );
+}
+
+function firstString(values: unknown[]): string | null {
+  for (const value of values) {
+    const text = toNullableString(value);
+    if (text) {
+      return text;
+    }
+  }
+  return null;
+}
+
+function legalOrganizationLabelFromClarification(value: unknown): string | null {
+  const text = toNullableString(value);
+  if (!text) {
+    return null;
+  }
+  const compact = text.replace(/\s+/gu, " ").replace(/[.!?]+$/u, "").trim();
+  if (compact.length > 120 || !/^(?:ООО|ПАО|АО|ИП)\s+\S/iu.test(compact)) {
+    return null;
+  }
+  return compact;
+}
+
+function cleanComparisonScopeCompanyLine(line: string, organization: string | null): string {
+  let clean = String(line ?? "")
+    .replace(/\bcompany-level\b/giu, "общий по компании")
+    .replace(/\breusable bundle\b/giu, "сохраненный подтвержденный срез");
+  if (organization) {
+    clean = clean.replace(/по компании\s+Альтернатива Плюс/iu, `по компании ${organization}`);
+  }
+  return clean.trim();
+}
+
+function buildComparisonScopeProofReply(input: {
+  baseReply: string;
+  debug: Record<string, unknown>;
+  session: unknown;
+  userMessage?: unknown;
+}): { reply: string; audit: Record<string, unknown> } | null {
+  const entryPoint = toRecordObject(input.debug.assistant_mcp_discovery_entry_point_v1);
+  const turnInput = toRecordObject(entryPoint?.turn_input);
+  const turnMeaning = toRecordObject(turnInput?.turn_meaning_ref);
+  const isBusinessOverview = toNullableString(turnMeaning?.asked_domain_family) === "business_overview";
+  if (!isBusinessOverview) {
+    return null;
+  }
+  const separateCandidates = Array.isArray(turnMeaning?.business_overview_separate_entity_candidates)
+    ? turnMeaning.business_overview_separate_entity_candidates
+    : [];
+  const separateSubject = firstString([...separateCandidates, turnMeaning?.metadata_scope_hint]);
+  if (!separateSubject) {
+    return null;
+  }
+  const sessionRecord = toRecordObject(input.session);
+  const addressNavigationState = toRecordObject(sessionRecord?.address_navigation_state);
+  const sessionContext = toRecordObject(addressNavigationState?.session_context);
+  const comparisonScope = toRecordObject(sessionContext?.comparison_scope);
+  const comparisonCounterparty = toRecordObject(comparisonScope?.counterparty);
+  const proofBundles = toRecordObject(comparisonScope?.proof_bundles);
+  const valueBundle = toRecordObject(proofBundles?.counterparty_value_flow_bundle);
+  const documentBundle = toRecordObject(proofBundles?.counterparty_document_bundle);
+  if (!valueBundle || !sameBusinessLabel(separateSubject, valueBundle.counterparty ?? comparisonCounterparty?.label)) {
+    return null;
+  }
+  const incoming = toRecordObject(valueBundle.incoming_customer_revenue);
+  const outgoing = toRecordObject(valueBundle.outgoing_supplier_payout);
+  const incomingAmount = toNullableString(incoming?.total_amount_human_ru);
+  const outgoingAmount = toNullableString(outgoing?.total_amount_human_ru);
+  const netAmount = toNullableString(valueBundle.net_amount_human_ru);
+  if (!incomingAmount && !outgoingAmount && !netAmount) {
+    return null;
+  }
+  const organization = legalOrganizationLabelFromClarification(input.userMessage)
+    ?? toNullableString(turnMeaning?.explicit_organization_scope)
+    ?? toNullableString(toRecordObject(comparisonScope?.organization)?.label);
+  const documentCount = Number(toRecordObject(documentBundle)?.document_count);
+  const documentText = Number.isFinite(documentCount) && documentCount > 0 ? `, документы: ${documentCount}` : "";
+  const lines = String(input.baseReply ?? "")
+    .split(/\r?\n/u)
+    .map((line) => line.trim())
+    .filter(Boolean);
+  const companyLine = cleanComparisonScopeCompanyLine(
+    lines[0] ?? `Коротко: по компании ${organization ?? "выбранной организации"} подтвержден общий денежный срез.`,
+    organization
+  );
+  const netDirection =
+    valueBundle.net_direction === "net_outgoing" ? "нетто в минус" : "нетто в нашу сторону";
+  const counterparty = toNullableString(valueBundle.counterparty) ?? separateSubject;
+  return {
+    reply: [
+      `${companyLine}; отдельно по ${counterparty}: получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}, ${netDirection} ${netAmount ?? "0 руб."}${documentText}.`,
+      `Отдельно по контрагенту ${counterparty}: это ранее подтвержденный контрагентский срез, а не перенос общих сумм компании на контрагента.`,
+      `Нельзя утверждать: чистую прибыль, полноценный финрезультат, юридические роли клиентов/поставщиков и выводы по ${counterparty} из общих сумм компании без отдельного контрагентского среза.`
+    ].join("\n"),
+    audit: {
+      applied: true,
+      source: "address_navigation_state.comparison_scope.proof_bundles",
+      counterparty,
+      organization: organization ?? null,
+      document_count: Number.isFinite(documentCount) && documentCount > 0 ? documentCount : null
+    }
+  };
+}
+
+function buildAppliedMcpDiscoveryRoutePatch(
+  debug: Record<string, unknown>,
+  applied: boolean
+): Record<string, unknown> {
+  if (!applied) {
+    return {};
+  }
+  const selectedChain = toNullableString(debug.mcp_discovery_selected_chain_id);
+  if (selectedChain === "business_overview") {
+    return {
+      detected_intent: "business_overview",
+      detected_intent_confidence: "high",
+      selected_recipe: "business_overview",
+      response_type: "LIMITED_WITH_REASON",
+      mcp_discovery_effective_response_route: "business_overview"
+    };
+  }
+  return {};
+}
+
 function normalizeAddressLaneDebug(value: unknown): AddressExecutionDebug {
   return (toRecordObject(value) ?? {}) as unknown as AddressExecutionDebug;
 }
@@ -290,18 +425,27 @@ export function runAssistantAddressLaneResponseRuntime<ResponseType = AssistantM
   const finalAssistantReply = mcpDiscoveryResponsePolicy.applied
     ? mcpDiscoveryResponsePolicy.reply_text
     : guardedResponse.assistantReply;
+  const comparisonScopeProofReply = buildComparisonScopeProofReply({
+    baseReply: finalAssistantReply,
+    debug: debugWithResponseGuard,
+    session: input.getSession(input.sessionId),
+    userMessage: input.userMessage
+  });
+  const finalAssistantReplyWithComparisonProof = comparisonScopeProofReply?.reply ?? finalAssistantReply;
   const finalReplyType = mcpDiscoveryResponsePolicy.applied ? "partial_coverage" : guardedResponse.replyType;
   const finalDebug = {
     ...debugWithResponseGuard,
     mcp_discovery_response_policy_v1: mcpDiscoveryResponsePolicy,
     mcp_discovery_response_candidate_v1: mcpDiscoveryResponsePolicy.candidate,
-    mcp_discovery_response_applied: mcpDiscoveryResponsePolicy.applied
+    mcp_discovery_response_applied: mcpDiscoveryResponsePolicy.applied,
+    comparison_scope_response_augmentation_v1: comparisonScopeProofReply?.audit ?? null,
+    ...buildAppliedMcpDiscoveryRoutePatch(debugWithResponseGuard, mcpDiscoveryResponsePolicy.applied)
   };
   const finalization = finalizeAddressTurnSafe({
     sessionId: input.sessionId,
     userMessage: input.userMessage,
     effectiveAddressUserMessage: input.effectiveAddressUserMessage,
-    assistantReply: finalAssistantReply,
+    assistantReply: finalAssistantReplyWithComparisonProof,
     replyType: finalReplyType,
     addressLaneDebug: normalizeAddressLaneDebug(input.addressLane.debug),
     debug: finalDebug,

llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts

@@ -254,6 +254,332 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input: {
   };
 }
 
+function firstString(
+  values: unknown[],
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): string | null {
+  for (const value of values) {
+    const text = toNonEmptyString(value);
+    if (text) {
+      return text;
+    }
+  }
+  return null;
+}
+
+function comparableEntityName(value: string | null): string | null {
+  const text = compactLower(value);
+  return text ? text.replace(/["'«»„“”]+/g, "") : null;
+}
+
+function sameEntityHint(expected: string | null, actual: string | null): boolean {
+  const left = comparableEntityName(expected);
+  const right = comparableEntityName(actual);
+  if (!left || !right) {
+    return true;
+  }
+  return left === right || left.includes(right) || right.includes(left);
+}
+
+function isBusinessOverviewDiscoveryFollowup(
+  followupContext: Record<string, unknown> | null,
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): boolean {
+  if (!followupContext) {
+    return false;
+  }
+  return [
+    followupContext.previous_discovery_pilot_scope,
+    followupContext.previous_discovery_loop_selected_chain_id,
+    followupContext.previous_discovery_loop_asked_domain_family,
+    followupContext.previous_intent,
+    followupContext.target_intent
+  ]
+    .map((value) => toNonEmptyString(value))
+    .some((value) => value === "business_overview" || value === "business_overview_route_template_v1");
+}
+
+function businessOverviewCounterpartyHint(
+  followupContext: Record<string, unknown>,
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): string | null {
+  const previousFilters = toRecordObject(followupContext.previous_filters);
+  const rootFilters = toRecordObject(followupContext.root_filters);
+  return (
+    toNonEmptyString(followupContext.previous_discovery_loop_metadata_scope_hint) ??
+    (toNonEmptyString(followupContext.previous_anchor_type) === "counterparty"
+      ? toNonEmptyString(followupContext.previous_anchor_value)
+      : null) ??
+    toNonEmptyString(previousFilters?.counterparty) ??
+    toNonEmptyString(rootFilters?.counterparty)
+  );
+}
+
+function turnMeaningCounterpartyName(
+  turnMeaningRef: Record<string, unknown>,
+  valueBundle: Record<string, unknown> | null,
+  documentBundle: Record<string, unknown> | null,
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): string | null {
+  const separateEntities = Array.isArray(turnMeaningRef.business_overview_separate_entity_candidates)
+    ? turnMeaningRef.business_overview_separate_entity_candidates
+    : [];
+  return (
+    toNonEmptyString(valueBundle?.counterparty) ??
+    toNonEmptyString(documentBundle?.counterparty) ??
+    toNonEmptyString(turnMeaningRef.metadata_scope_hint) ??
+    firstString(separateEntities, toNonEmptyString)
+  );
+}
+
+function parseBusinessOverviewProofBundlesFromText(
+  value: unknown,
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): { valueBundle: Record<string, unknown> | null; documentBundle: Record<string, unknown> | null } | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const valueMatch = text.match(
+    /Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu
+  );
+  const directDocumentMatch = text.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено\s+документов:\s*(\d+)/iu);
+  const summaryDocumentMatch = text.match(/документы\s+по\s+цепочке:\s*найдено\s*(\d+)/iu);
+  const counterparty =
+    toNonEmptyString(valueMatch?.[1]) ?? toNonEmptyString(directDocumentMatch?.[1]);
+  if (!counterparty) {
+    return null;
+  }
+  const valueBundle = valueMatch
+    ? {
+        counterparty,
+        incoming_customer_revenue: {
+          total_amount_human_ru: toNonEmptyString(valueMatch[2])
+        },
+        outgoing_supplier_payout: {
+          total_amount_human_ru: toNonEmptyString(valueMatch[3])
+        },
+        net_amount_human_ru: toNonEmptyString(valueMatch[4]),
+        net_direction: "net_incoming",
+        inference_basis: "parsed_from_previous_business_overview_summary"
+      }
+    : null;
+  const documentCount = Number(directDocumentMatch?.[2] ?? summaryDocumentMatch?.[1]);
+  const documentBundle = Number.isFinite(documentCount) && documentCount > 0
+    ? {
+        counterparty,
+        document_count: documentCount
+      }
+    : null;
+  return valueBundle || documentBundle ? { valueBundle, documentBundle } : null;
+}
+
+function parseBusinessOverviewProofBundlesFromTextV2(
+  value: unknown,
+  counterpartyHint: string | null,
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
+): { valueBundle: Record<string, unknown> | null; documentBundle: Record<string, unknown> | null } | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const comparableHint = comparableEntityName(counterpartyHint);
+  const lines = text
+    .split(/\r?\n/u)
+    .map((line) => line.trim())
+    .filter(Boolean);
+  const candidateLines = comparableHint
+    ? lines.filter((line) => comparableEntityName(line)?.includes(comparableHint))
+    : lines;
+  const rubAmountPattern = /[0-9][0-9\s.,]*\s*\u0440\u0443\u0431\.?/giu;
+  const valueLine = candidateLines.find((line) => (line.match(rubAmountPattern) ?? []).length >= 3) ?? null;
+  const valueAmounts = valueLine?.match(rubAmountPattern) ?? [];
+  const directDocumentMatch = candidateLines
+    .map((line) =>
+      line.match(
+        /\u041a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442:\s*([^.\n]+)\.\s*\u041d\u0430\u0439\u0434\u0435\u043d\u043e\s+\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u0432:\s*(\d+)/iu
+      )
+    )
+    .find(Boolean);
+  const summaryDocumentMatch = candidateLines
+    .map((line) =>
+      line.match(
+        /\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b\s+\u043f\u043e\s+\u0446\u0435\u043f\u043e\u0447\u043a\u0435:\s*\u043d\u0430\u0439\u0434\u0435\u043d\u043e\s*(\d+)/iu
+      )
+    )
+    .find(Boolean);
+  const counterparty = counterpartyHint ?? toNonEmptyString(directDocumentMatch?.[1]);
+  if (!counterparty) {
+    return null;
+  }
+  const valueBundle = valueAmounts.length >= 3
+    ? {
+        counterparty,
+        incoming_customer_revenue: {
+          total_amount_human_ru: toNonEmptyString(valueAmounts[0])
+        },
+        outgoing_supplier_payout: {
+          total_amount_human_ru: toNonEmptyString(valueAmounts[1])
+        },
+        net_amount_human_ru: toNonEmptyString(valueAmounts[2]),
+        net_direction: "net_incoming",
+        inference_basis: "parsed_from_previous_business_overview_summary"
+      }
+    : null;
+  const documentCount = Number(directDocumentMatch?.[2] ?? summaryDocumentMatch?.[1]);
+  const documentBundle = Number.isFinite(documentCount) && documentCount > 0
+    ? {
+        counterparty,
+        document_count: documentCount
+      }
+    : null;
+  return valueBundle || documentBundle ? { valueBundle, documentBundle } : null;
+}
+
+function findRecentBusinessOverviewProofBundles(input: {
+  sessionItems: unknown[];
+  counterpartyHint: string | null;
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
+}): { valueBundle: Record<string, unknown> | null; documentBundle: Record<string, unknown> | null } | null {
+  if (!input.counterpartyHint) {
+    return null;
+  }
+  for (let index = input.sessionItems.length - 1; index >= 0; index -= 1) {
+    const item = toRecordObject(input.sessionItems[index]);
+    if (input.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 turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
+    if (turnMeaningRef) {
+      const valueBundle = toRecordObject(turnMeaningRef.previous_counterparty_value_flow_bundle);
+      const documentBundle = toRecordObject(turnMeaningRef.previous_counterparty_document_bundle);
+      if (valueBundle || documentBundle) {
+        const bundleCounterparty = turnMeaningCounterpartyName(
+          turnMeaningRef,
+          valueBundle,
+          documentBundle,
+          input.toNonEmptyString
+        );
+        if (sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
+          return { valueBundle, documentBundle };
+        }
+      }
+    }
+    const parsedBundles =
+      parseBusinessOverviewProofBundlesFromTextV2(item?.text, input.counterpartyHint, input.toNonEmptyString) ??
+      parseBusinessOverviewProofBundlesFromText(item?.text, input.toNonEmptyString);
+    if (!parsedBundles) {
+      continue;
+    }
+    const parsedCounterparty =
+      input.toNonEmptyString(parsedBundles.valueBundle?.counterparty) ??
+      input.toNonEmptyString(parsedBundles.documentBundle?.counterparty);
+    if (!sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
+      continue;
+    }
+    return parsedBundles;
+  }
+  return null;
+}
+
+function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
+  followupContext: Record<string, unknown> | null;
+  sessionAddressNavigationState: unknown;
+  predecomposeContract: Record<string, unknown> | null;
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
+}): Record<string, unknown> | null {
+  const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
+  const currentDocumentBundle = toRecordObject(input.followupContext?.previous_discovery_document_summary);
+  if (currentValueBundle && currentDocumentBundle) {
+    return input.followupContext;
+  }
+  const state = toRecordObject(input.sessionAddressNavigationState);
+  const sessionContext = toRecordObject(state?.session_context);
+  const comparisonScope = toRecordObject(sessionContext?.comparison_scope);
+  const proofBundles = toRecordObject(comparisonScope?.proof_bundles);
+  const valueBundle = toRecordObject(proofBundles?.counterparty_value_flow_bundle);
+  const documentBundle = toRecordObject(proofBundles?.counterparty_document_bundle);
+  if (!valueBundle && !documentBundle) {
+    return input.followupContext;
+  }
+  const entities = toRecordObject(input.predecomposeContract?.entities);
+  const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
+  const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+  if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
+    return input.followupContext;
+  }
+  const comparisonCounterparty = toRecordObject(comparisonScope?.counterparty);
+  const counterpartyHint =
+    (input.followupContext ? businessOverviewCounterpartyHint(input.followupContext, input.toNonEmptyString) : null) ??
+    input.toNonEmptyString(comparisonCounterparty?.label);
+  const bundleCounterparty =
+    input.toNonEmptyString(valueBundle?.counterparty) ?? input.toNonEmptyString(documentBundle?.counterparty);
+  if (!counterpartyHint || !sameEntityHint(counterpartyHint, bundleCounterparty)) {
+    return input.followupContext;
+  }
+  return {
+    ...(input.followupContext ?? {}),
+    previous_intent: input.toNonEmptyString(input.followupContext?.previous_intent) ?? "business_overview",
+    target_intent: input.toNonEmptyString(input.followupContext?.target_intent) ?? "business_overview",
+    previous_discovery_pilot_scope:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_pilot_scope) ??
+      "business_overview_route_template_v1",
+    previous_discovery_loop_status:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_status) ?? "awaiting_clarification",
+    previous_discovery_loop_selected_chain_id:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_selected_chain_id) ?? "business_overview",
+    previous_discovery_loop_pending_axes: Array.isArray(input.followupContext?.previous_discovery_loop_pending_axes)
+      ? input.followupContext?.previous_discovery_loop_pending_axes
+      : ["organization"],
+    previous_discovery_loop_asked_domain_family:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_domain_family) ?? "business_overview",
+    previous_discovery_loop_asked_action_family:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_action_family) ?? "broad_evaluation",
+    previous_discovery_loop_metadata_scope_hint:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_metadata_scope_hint) ?? counterpartyHint,
+    previous_anchor_type: input.toNonEmptyString(input.followupContext?.previous_anchor_type) ?? "counterparty",
+    previous_anchor_value: input.toNonEmptyString(input.followupContext?.previous_anchor_value) ?? counterpartyHint,
+    previous_filters: toRecordObject(input.followupContext?.previous_filters) ?? {},
+    previous_discovery_bidirectional_value_flow: currentValueBundle ?? valueBundle ?? undefined,
+    previous_discovery_document_summary: currentDocumentBundle ?? documentBundle ?? undefined
+  };
+}
+
+function mergeBusinessOverviewProofBundlesFromSessionItems(input: {
+  followupContext: Record<string, unknown> | null;
+  sessionItems: unknown[];
+  toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
+}): Record<string, unknown> | null {
+  if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
+    return input.followupContext;
+  }
+  const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
+  const currentDocumentBundle = toRecordObject(input.followupContext?.previous_discovery_document_summary);
+  if (currentValueBundle && currentDocumentBundle) {
+    return input.followupContext;
+  }
+  const counterpartyHint = input.followupContext
+    ? businessOverviewCounterpartyHint(input.followupContext, input.toNonEmptyString)
+    : null;
+  const proofBundles = findRecentBusinessOverviewProofBundles({
+    sessionItems: input.sessionItems,
+    counterpartyHint,
+    toNonEmptyString: input.toNonEmptyString
+  });
+  if (!proofBundles) {
+    return input.followupContext;
+  }
+  return {
+    ...(input.followupContext ?? {}),
+    previous_discovery_bidirectional_value_flow:
+      currentValueBundle ?? proofBundles.valueBundle ?? undefined,
+    previous_discovery_document_summary: currentDocumentBundle ?? proofBundles.documentBundle ?? undefined
+  };
+}
+
 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 ?? "")
@@ -525,6 +851,17 @@ export async function buildAssistantAddressOrchestrationRuntime(
     sessionItems: input.sessionItems,
     toNonEmptyString: input.toNonEmptyString
   });
+  const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
+    followupContext: discoveryFollowupContext,
+    sessionItems: input.sessionItems,
+    toNonEmptyString: input.toNonEmptyString
+  });
+  const discoveryFollowupContextWithStateProofBundles = mergeBusinessOverviewProofBundlesFromNavigationState({
+    followupContext: discoveryFollowupContextWithProofBundles,
+    sessionAddressNavigationState: input.sessionAddressNavigationState,
+    predecomposeContract,
+    toNonEmptyString: input.toNonEmptyString
+  });
   const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(
     input.userMessage,
     addressInputMessage,
@@ -540,7 +877,7 @@ export async function buildAssistantAddressOrchestrationRuntime(
       effectiveMessage: addressInputMessage,
       assistantTurnMeaning: toRecordObject(orchestrationContract?.assistant_turn_meaning),
       predecomposeContract,
-      followupContext: discoveryFollowupContext,
+      followupContext: discoveryFollowupContextWithStateProofBundles,
       knownOrganizations: sessionKnownOrganizations(input.sessionOrganizationScope ?? null)
     })) as Record<string, unknown>;
   } catch (error) {

llm_normalizer/backend/src/services/assistantContinuityPolicy.ts

@@ -414,6 +414,9 @@ function mapAssistantMcpDiscoveryPilotScopeToAddressIntent(
   pilotScope: string | null,
   actionFamily: string | null
 ): string | null {
+  if (pilotScope === "business_overview_route_template_v1" || actionFamily === "broad_evaluation") {
+    return "business_overview";
+  }
   if (pilotScope === "counterparty_lifecycle_query_documents_v1") {
     return "counterparty_activity_lifecycle";
   }

llm_normalizer/backend/src/services/assistantLivingChatRuntimeAdapter.ts

@@ -131,6 +131,20 @@ function buildDeterministicSmalltalkLeadReply(): string {
   return "\u041f\u0440\u0438\u0432\u0435\u0442! \u0412\u0441\u0451 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e.";
 }
 
+function hasFirstTurnSmalltalkGreetingSignal(value: unknown): boolean {
+  const normalized = String(value ?? "")
+    .toLowerCase()
+    .replace(/\u0451/gu, "\u0435")
+    .replace(/\s+/gu, " ")
+    .trim();
+  if (!normalized) {
+    return false;
+  }
+  return /^(?:привет(?:ик)?|здравствуй(?:те)?|хай|йо|yo|hello|hi|че\s+как|че\s+там)(?:[\s,.!?;:()\-]+(?:как|дела|там|че|что|у\s+тебя|как\s+там|как\s+дела))*[\s,.!?;:()\-]*$/iu.test(
+    normalized
+  );
+}
+
 function hasConversationExecutiveSummarySignal(value: unknown): boolean {
   const normalized = String(value ?? "")
     .toLowerCase()
@@ -215,6 +229,14 @@ export async function runAssistantLivingChatRuntime(
   let knownOrganizations = [...organizationAuthority.knownOrganizations];
   let selectedOrganization = organizationAuthority.selectedOrganization;
   let activeOrganization = organizationAuthority.activeOrganization;
+  const shouldHandleFirstTurnSmalltalkDeterministically =
+    !selectedOrganization &&
+    !activeOrganization &&
+    !continuitySnapshot.hasGroundedAddressContext &&
+    !hasPriorAssistantTurn(input.sessionItems) &&
+    input.modeDecision?.mode === "chat" &&
+    hasFirstTurnSmalltalkGreetingSignal(userMessage) &&
+    input.hasLivingChatSignal(userMessage);
   const addressRuntimeMeta = (input.addressRuntimeMeta && typeof input.addressRuntimeMeta === "object"
     ? input.addressRuntimeMeta
     : {}) as Record<string, unknown>;
@@ -365,6 +387,27 @@ export async function runAssistantLivingChatRuntime(
   } else if (capabilityMetaQuery) {
     chatText = input.buildAssistantCapabilityContractReply(userMessage);
     livingChatSource = "deterministic_capability_contract";
+  } else if (shouldHandleFirstTurnSmalltalkDeterministically) {
+    const proactiveScopeProbe = await input.resolveDataScopeProbe();
+    const mergedKnownOrganizations = input.mergeKnownOrganizations([
+      ...knownOrganizations,
+      ...(Array.isArray(proactiveScopeProbe?.organizations) ? (proactiveScopeProbe.organizations as unknown[]) : [])
+    ]);
+    knownOrganizations = mergedKnownOrganizations;
+    if (!activeOrganization && mergedKnownOrganizations.length === 1) {
+      activeOrganization = mergedKnownOrganizations[0];
+    }
+    const proactiveOffer = input.buildAssistantProactiveOrganizationOfferReply(proactiveScopeProbe);
+    chatText = [buildDeterministicSmalltalkLeadReply(), proactiveOffer]
+      .filter((part) => String(part ?? "").trim().length > 0)
+      .join(" ");
+    livingChatProactiveScopeOfferApplied = Boolean(proactiveOffer);
+    livingChatSource = proactiveOffer
+      ? "deterministic_smalltalk_with_proactive_scope_offer"
+      : "deterministic_smalltalk";
+    if (!dataScopeProbe) {
+      dataScopeProbe = proactiveScopeProbe;
+    }
   } else {
     chatText = await input.executeLlmChat();
     const scriptGuard = input.applyScriptGuard(chatText, userMessage);
@@ -385,36 +428,6 @@ export async function runAssistantLivingChatRuntime(
       livingChatGroundingGuardReason = groundingGuard.reason;
       livingChatSource = "llm_chat_grounding_guard";
     }
-
-    const shouldOfferProactiveOrganizationScope =
-      !selectedOrganization &&
-      !activeOrganization &&
-      !continuitySnapshot.hasGroundedAddressContext &&
-      !hasPriorAssistantTurn(input.sessionItems) &&
-      input.modeDecision?.mode === "chat" &&
-      input.hasLivingChatSignal(userMessage);
-    if (shouldOfferProactiveOrganizationScope) {
-      const proactiveScopeProbe = await input.resolveDataScopeProbe();
-      const mergedKnownOrganizations = input.mergeKnownOrganizations([
-        ...knownOrganizations,
-        ...(Array.isArray(proactiveScopeProbe?.organizations) ? (proactiveScopeProbe.organizations as unknown[]) : [])
-      ]);
-      knownOrganizations = mergedKnownOrganizations;
-      if (!activeOrganization && mergedKnownOrganizations.length === 1) {
-        activeOrganization = mergedKnownOrganizations[0];
-      }
-      const proactiveOffer = input.buildAssistantProactiveOrganizationOfferReply(proactiveScopeProbe);
-      if (proactiveOffer) {
-        chatText = [buildDeterministicSmalltalkLeadReply(), proactiveOffer]
-          .filter((part) => String(part ?? "").trim().length > 0)
-          .join(" ");
-        livingChatProactiveScopeOfferApplied = true;
-        livingChatSource = "deterministic_smalltalk_with_proactive_scope_offer";
-        if (!dataScopeProbe) {
-          dataScopeProbe = proactiveScopeProbe;
-        }
-      }
-    }
   }
 
   if (!chatText) {

llm_normalizer/backend/src/services/assistantMcpDiscoveryExecutionHandoff.ts

@@ -42,7 +42,11 @@ export interface AssistantMcpDiscoveryExecutionHandoffContract {
   reason_codes: string[];
 }
 
-const HOT_HANDOFF_CHAIN_ALLOWLIST: AssistantMcpDiscoveryChainId[] = ["value_flow"];
+const HOT_HANDOFF_CHAIN_ALLOWLIST: AssistantMcpDiscoveryChainId[] = [
+  "value_flow",
+  "value_flow_comparison",
+  "business_overview"
+];
 
 function uniqueStrings(values: string[]): string[] {
   const result: string[] = [];

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts

@@ -47,19 +47,66 @@ function normalizeQuestionText(value: unknown): string {
     .trim();
 }
 
-function requestsFinancialCounterpartyBoundary(turnMeaning: Record<string, unknown> | null, graph: Record<string, unknown> | null): boolean {
+function normalizedTurnAndGraphText(
-  const text = normalizeQuestionText([
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): string {
+  return normalizeQuestionText([
     turnMeaning?.raw_message,
     turnMeaning?.effective_message,
     graph?.source_message,
     graph?.question
   ].join(" "));
+}
+
+function requestsFinancialCounterpartyBoundary(turnMeaning: Record<string, unknown> | null, graph: Record<string, unknown> | null): boolean {
+  const text = normalizedTurnAndGraphText(turnMeaning, graph);
   return (
     /(?:банк|сбербанк|финанс|кредит|депозит)/iu.test(text) &&
     /(?:клиент|поставщик|выручк|топ|обычн|роль|поток)/iu.test(text)
   );
 }
 
+function requestsBroadBusinessOverviewSurface(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizedTurnAndGraphText(turnMeaning, graph);
+  if (!text) {
+    return false;
+  }
+  if (/(?:не\s+обзор|просто\s+ден\p{L}*|одной\s+строк\p{L}*|только\s+итог|без\s+разбив\p{L}*)/iu.test(text)) {
+    return false;
+  }
+  if (/(?:бизнес[-\s]*обзор|взросл\p{L}{0,10}\s+бизнес|что\s+(?:пока\s+)?нельзя\s+утвержд)/iu.test(text)) {
+    return true;
+  }
+  const markers = [
+    /(?:ндс|налог\p{L}*)/iu,
+    /(?:долг\p{L}*|дебитор|кредитор)/iu,
+    /(?:склад|остатк|товар\p{L}*)/iu,
+    /(?:клиент|заказчик|покупател)/iu,
+    /(?:поставщик|получател)/iu,
+    /(?:оборот\p{L}*)/iu,
+    /(?:ограничен|не\s+подтвержд|нельзя\s+утвержд)/iu
+  ];
+  return markers.filter((marker) => marker.test(text)).length >= 3;
+}
+
+function requestsCounterpartyLeaderSurface(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizedTurnAndGraphText(turnMeaning, graph);
+  if (!text) {
+    return false;
+  }
+  if (/(?:кто|кому)[\s\S]{0,60}(?:больше\s+всего|крупнее\s+всего|основн\p{L}*)[\s\S]{0,60}(?:зан[её]с|прин[её]с|платил|ушло|получил|перев[её]л|заплатил|внес|вн[её]с)/iu.test(text)) {
+    return true;
+  }
+  return /(?:(?:кто|как\p{L}*|покаж\p{L}*|назов\p{L}*|раскро\p{L}*)[\s\S]{0,100}(?:главн\p{L}*|крупнейш\p{L}*|основн\p{L}*|ведущ\p{L}*|топ)[\s\S]{0,80}(?:клиент|заказчик|поставщик|получател)|(?:главн\p{L}*|крупнейш\p{L}*|основн\p{L}*|ведущ\p{L}*)[\s\S]{0,80}(?:клиент|заказчик|поставщик|получател)|(?:топ[-\s]*(?:клиент|заказчик|поставщик|получател))|(?:клиент|поставщик)[\s\S]{0,80}(?:главн|крупнейш|основн|ведущ|топ))/iu.test(text);
+}
+
 function requestsCompactCashflowAnswer(
   turnMeaning: Record<string, unknown> | null,
   graph: Record<string, unknown> | null
@@ -850,6 +897,49 @@ function buildPreviousCounterpartyValueFlowSummary(
   };
 }
 
+function buildBoundarySummaryFromPreviousCounterpartyBundles(
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract
+): string | null {
+  const turnInput = toRecordObject(entryPoint.turn_input);
+  const turnMeaning = toRecordObject(turnInput?.turn_meaning_ref);
+  const graph = toRecordObject(turnInput?.data_need_graph);
+  const bridge = toRecordObject(entryPoint.bridge);
+  const pilot = toRecordObject(bridge?.pilot);
+  const overview = toRecordObject(pilot?.derived_business_overview);
+  const isBusinessOverview =
+    toNonEmptyString(graph?.business_fact_family) === "business_overview" ||
+    toNonEmptyString(turnMeaning?.asked_domain_family) === "business_overview";
+  if (!isBusinessOverview || overview) {
+    return null;
+  }
+
+  const organizationScope = businessOverviewOrganizationScopeLabel(turnMeaning?.explicit_organization_scope);
+  const separateSubject = businessOverviewSeparateSubjectLabel(graph, turnMeaning, organizationScope);
+  const previousCounterpartySummary = buildPreviousCounterpartyValueFlowSummary(
+    toRecordObject(turnMeaning?.previous_counterparty_value_flow_bundle),
+    separateSubject,
+    toRecordObject(turnMeaning?.previous_counterparty_document_bundle)
+  );
+  if (!separateSubject || !previousCounterpartySummary) {
+    return null;
+  }
+
+  const lines = organizationScope
+    ? [
+        `Коротко: по компании ${organizationScope} в этом шаге нет нового полного company-level расчета; отдельно по выбранному контрагенту ${separateSubject} есть ранее подтвержденный контрагентский срез.`,
+        previousCounterpartySummary.line,
+        `Можно утверждать: по ${separateSubject} отдельно подтверждены входящие/исходящие денежные строки, расчетное нетто и документы из предыдущего контрагентского среза.`,
+        `Нельзя утверждать: это не подтверждает чистую прибыль, полный оборот или общую бизнес-роль ${separateSubject}; также нельзя смешивать этот контрагентский срез с выводами по компании без отдельного company-level расчета.`
+      ]
+    : [
+        `Коротко: уточните, по какой компании/организации сравнить выбранного контрагента ${separateSubject}; company-level вывод без организации не подтверждаю.`,
+        previousCounterpartySummary.line,
+        `Уже можно утверждать: по ${separateSubject} отдельно подтверждены входящие/исходящие денежные строки, расчетное нетто и документы из предыдущего контрагентского среза.`,
+        `Нельзя утверждать: это не чистая прибыль, не полный оборот компании и не доказанная бизнес-роль ${separateSubject}; контрагентский срез нельзя смешивать с company-level выводом без выбранной компании.`
+      ];
+  return joinBusinessReplyLines(lines);
+}
+
 function buildCompactBusinessOverviewReply(
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract,
   draft: Record<string, unknown>
@@ -921,6 +1011,13 @@ function buildCompactBusinessOverviewReply(
     : null;
   const graphReasonCodes = toStringList(graph?.reason_codes);
   const directMoneyAnswer = graphReasonCodes.includes("data_need_graph_business_overview_direct_money_answer");
+  const broadOverviewSurfaceRequested = requestsBroadBusinessOverviewSurface(turnMeaning, graph);
+  const counterpartyLeaderSurfaceRequested = requestsCounterpartyLeaderSurface(turnMeaning, graph);
+  const directMoneyOnlyAnswer =
+    directMoneyAnswer && !broadOverviewSurfaceRequested && !counterpartyLeaderSurfaceRequested;
+  const shouldIncludeCounterpartyLeaders =
+    !directMoneyOnlyAnswer || counterpartyLeaderSurfaceRequested || broadOverviewSurfaceRequested;
+  const shouldIncludeOverviewSurface = !directMoneyAnswer || broadOverviewSurfaceRequested;
   const crossScopeExecutiveSummary = Boolean(separateSubject && previousCounterpartySummary);
   const lines: string[] = [];
   const actionFamily = toNonEmptyString(turnMeaning?.asked_action_family);
@@ -931,9 +1028,22 @@ function buildCompactBusinessOverviewReply(
     actionFamily === "vendor_risk_procurement_boundary" || unsupportedFamily === "vendor_risk_procurement_boundary";
   const inventoryReserveBoundary =
     actionFamily === "inventory_reserve_boundary" || unsupportedFamily === "inventory_reserve_liquidation_boundary";
-  const compactCashflowRequested = directMoneyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
+  const compactCashflowRequested = directMoneyOnlyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
   const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
   const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+  const rawMessage = toNonEmptyString(turnMeaning?.raw_message) ?? toNonEmptyString(turnMeaning?.effective_message);
+  const rawMessageComparable = compactComparable(rawMessage);
+  const organizationScopeComparable = compactComparable(organizationScope);
+  const plainOrganizationClarificationSelection = Boolean(
+    separateSubject &&
+      organizationScope &&
+      rawMessage &&
+      rawMessageComparable &&
+      organizationScopeComparable &&
+      rawMessageComparable.includes(organizationScopeComparable) &&
+      rawMessage.length <= 90 &&
+      !/(?:сравн|подтвержд|деньг|сколько|что\s+|покаж|дай|вывод|нельзя|клиент|поставщик|\?)/iu.test(rawMessage)
+  );
 
   if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
     const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
@@ -955,6 +1065,23 @@ function buildCompactBusinessOverviewReply(
     return joinBusinessReplyLines(lines);
   }
 
+  if (plainOrganizationClarificationSelection && (incomingAmount || outgoingAmount || netAmount)) {
+    lines.push(
+      `Коротко: по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
+    );
+    if (previousCounterpartySummary) {
+      lines.push(previousCounterpartySummary.line);
+    } else {
+      lines.push(
+        `Отдельно по выбранному контрагенту ${separateSubject}: суммы компании на него не переношу; в этом шаге держу только границу, что это отдельный контрагентский контур.`
+      );
+    }
+    lines.push(
+      `Нельзя утверждать: чистую прибыль, полноценный финрезультат, юридические роли клиентов/поставщиков и выводы по ${separateSubject} на основе company-level сумм без отдельного контрагентского среза.`
+    );
+    return joinBusinessReplyLines(lines);
+  }
+
   if (profitMarginBoundary) {
     const accountingFinancialResult = toRecordObject(overview.accounting_financial_result);
     if (accountingFinancialResult) {
@@ -1178,7 +1305,13 @@ function buildCompactBusinessOverviewReply(
     return joinBusinessReplyLines(lines);
   }
 
-  if (!separateSubject && !crossScopeExecutiveSummary && (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
+  if (
+    !separateSubject &&
+    !crossScopeExecutiveSummary &&
+    !counterpartyLeaderSurfaceRequested &&
+    !rankingNeed &&
+    (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")
+  ) {
     const subject = organizationScope ?? "компания";
     const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
     lines.push(
@@ -1208,6 +1341,10 @@ function buildCompactBusinessOverviewReply(
           : `- крупнейший получатель исходящих денег: ${topSupplier};`
       );
     }
+    const taxLine = businessOverviewTaxLine(overview);
+    if (taxLine) {
+      lines.push(`- ${localizeLine(taxLine)}`);
+    }
     const inventoryLine = businessOverviewInventoryLine(overview);
     if (inventoryLine) {
       lines.push(`- ${localizeLine(inventoryLine)}`);
@@ -1220,7 +1357,7 @@ function buildCompactBusinessOverviewReply(
       "Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль."
     );
     const missingOverviewFamilies: string[] = [];
-    if (!businessOverviewTaxLine(overview)) {
+    if (!taxLine) {
       missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");
     }
     if (!debtLine) {
@@ -1264,9 +1401,26 @@ function buildCompactBusinessOverviewReply(
       !/(?:все\s+доступное|все\s+время|all\s+time)/iu.test(period) &&
       (incomingAmount || outgoingAmount || netAmount);
     if (explicitPeriodRankingOverview) {
-      lines.push(
+      if (counterpartyLeaderSurfaceRequested) {
-        `Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`
+        const incomingLeaderText =
-      );
+          customerName && customerAmount
+            ? topCustomerLooksFinancial
+              ? `${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}; это банк/финансовый контур, не называю его обычной клиентской выручкой без назначения платежа${nonFinancialCustomer ? `; крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}` : ""}`
+              : `${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}`
+            : "не распознан";
+        const outgoingLeaderText = topSupplier
+          ? topSupplierLooksFinancial
+            ? `${topSupplier}; это банк/финансовый контур, не называю его обычным поставщиком без назначения платежа/договора${nonFinancialSupplier ? `; крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}` : ""}`
+            : topSupplier
+          : "не распознан";
+        lines.push(
+          `Коротко: ${organizationPrefix}${period} больше всего занес ${incomingLeaderText}; больше всего ушло ${outgoingLeaderText}.`
+        );
+      } else {
+        lines.push(
+          `Коротко: ${organizationPrefix}${period} денежная картина подтверждена по найденным строкам 1С.`
+        );
+      }
       lines.push(
         `Деньги: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, расчетное операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
       );
@@ -1332,7 +1486,7 @@ function buildCompactBusinessOverviewReply(
       `Коротко: ${organizationPrefix}${period} по подтвержденным строкам 1С получили ${incomingAmount ?? "0 руб."}; исходящие платежи/списания ${outgoingAmount ?? "0 руб."}; ${netDirection} ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб"}${topCustomerLead}${topSupplierLead}${roleBoundaryLead}${separateSubjectLead}.`
     );
     lines.push('Метод: "заработали" здесь считаю как операционный денежный показатель по 1С; это не чистая прибыль и не финрезультат.');
-    if (!directMoneyAnswer && customerName && customerAmount) {
+    if (shouldIncludeCounterpartyLeaders && customerName && customerAmount) {
       lines.push(
         topCustomerLooksFinancial
           ? `Крупнейший входящий денежный источник в этом срезе: ${customerName} — ${sentenceAmount(customerAmount) ?? customerAmount}. По названию это банк/финансовая организация, поэтому без назначения платежа не называю это клиентской выручкой.${nonFinancialCustomer ? ` Крупнейший небанковский входящий контрагент: ${nonFinancialCustomer}.` : ""}`
@@ -1353,21 +1507,21 @@ function buildCompactBusinessOverviewReply(
     );
   }
 
-  if (!directMoneyAnswer && topSupplier) {
+  if (shouldIncludeCounterpartyLeaders && topSupplier) {
     lines.push(
       topSupplierLooksFinancial
         ? `Крупнейший получатель исходящих денег: ${topSupplier}. По названию это банк/финансовая организация, поэтому без назначения платежа/договора не считаю это обычным поставщиком.${nonFinancialSupplier ? ` Крупнейший небанковский получатель исходящих денег: ${nonFinancialSupplier}.` : ""}`
         : `Крупнейший подтвержденный получатель исходящих денег: ${topSupplier}.`
     );
   }
-  if (!directMoneyAnswer && (topCustomer || topSupplier)) {
+  if (shouldIncludeCounterpartyLeaders && (topCustomer || topSupplier)) {
     lines.push(
       topCustomerLooksFinancial || topSupplierLooksFinancial
         ? "Важно по ролям: текущий денежный срез подтверждает источники и получателей денег, но банковские контрагенты требуют проверки назначения платежа/счетов и не доказывают роль клиента или поставщика."
         : "Важно по ролям: текущий денежный срез подтверждает денежные источники и получателей, но не доказывает, что это главный клиент или главный поставщик как бизнес-роль."
     );
   }
-  if (!directMoneyAnswer) {
+  if (shouldIncludeOverviewSurface) {
     lines.push(
       `Что подтверждено: денежный срез по компании${organizationScope ? ` ${organizationScope}` : ""}${period ? ` ${period}` : ""}${topCustomer ? ", крупнейший источник входящих денег" : ""}${topSupplier ? ", крупнейший получатель исходящих денег" : ""}.`
     );
@@ -1466,6 +1620,11 @@ function buildReplyText(entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContra
     return null;
   }
 
+  const previousCounterpartyBoundaryReply = buildBoundarySummaryFromPreviousCounterpartyBundles(entryPoint);
+  if (previousCounterpartyBoundaryReply) {
+    return previousCounterpartyBoundaryReply;
+  }
+
   const compactBidirectionalValueFlowReply = buildCompactBidirectionalValueFlowReply(entryPoint, draft);
   if (compactBidirectionalValueFlowReply) {
     return compactBidirectionalValueFlowReply;

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -510,6 +510,13 @@ function hasExactDocumentListAddressReply(
   if (source !== "address_query_runtime_v1" && source !== "address_exact" && source !== "address_lane") {
     return false;
   }
+  if (
+    hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint) ||
+    hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint) ||
+    hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)
+  ) {
+    return false;
+  }
   const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
   const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
   const isDocumentIntent =

llm_normalizer/backend/src/services/assistantMcpDiscoveryRuntimeBridge.ts

@@ -432,7 +432,12 @@ export async function runAssistantMcpDiscoveryRuntimeBridge(
   const reasonCodes = uniqueStrings([...planner.reason_codes, ...pilot.reason_codes, ...answerDraft.reason_codes]);
 
   pushReason(reasonCodes, `runtime_bridge_status_${bridgeStatus}`);
-  pushReason(reasonCodes, "runtime_bridge_not_wired_to_hot_assistant_answer");
+  pushReason(
+    reasonCodes,
+    executionHandoff.can_use_guarded_response
+      ? "runtime_bridge_wired_to_guarded_hot_assistant_answer"
+      : "runtime_bridge_not_wired_to_hot_assistant_answer"
+  );
   pushReason(reasonCodes, `runtime_bridge_loop_state_${loopState.loop_status}`);
   pushReason(reasonCodes, "runtime_bridge_route_candidate_built");
   pushReason(reasonCodes, `runtime_bridge_route_candidate_${routeCandidate.candidate_status}`);

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -117,6 +117,7 @@ function isReferentialOrganizationPlaceholder(value: string | null): boolean {
     "этой компании",
     "этой компанией",
     "эту компанию",
+    "в целом",
     "наша организация",
     "нашей организации",
     "нашей компанией"
@@ -250,7 +251,13 @@ function normalizeFollowupCounterpartyCandidate(value: unknown): string | null {
   if (!text || isInvalidEntityCandidate(text)) {
     return null;
   }
-  return text;
+  const cleaned = text
+    .replace(
+      /^(?:\u043f\u043e\s+)?\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442(?:\u0443|\u0430|\u043e\u043c|\u0435|\u044b|\u0430\u043c|\u0430\u043c\u0438|\u0430\u0445)?\s+/iu,
+      ""
+    )
+    .trim();
+  return cleaned && !isInvalidEntityCandidate(cleaned) ? cleaned : text;
 }
 
 function pushScopedEntityCandidate(
@@ -702,12 +709,13 @@ function collectFollowupDiscoverySeed(followupContext: Record<string, unknown> |
   const normalizedDiscoveryEntities = discoveryEntities
     .map((entity) => normalizeFollowupCounterpartyCandidate(entity))
     .filter((entity): entity is string => Boolean(entity));
+  const normalizedLoopMetadataScopeHint = normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
   const groundedDiscoveryCounterparty =
     ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly
       ? null
-      : normalizedDiscoveryEntities[0] ?? normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
+      : normalizedDiscoveryEntities[0] ?? normalizedLoopMetadataScopeHint;
   const metadataScopeHint =
-    loopMetadataScopeHint ??
+    normalizedLoopMetadataScopeHint ??
     (loopSubjectResolutionOptional ? normalizedDiscoveryEntities[0] ?? null : null);
   const previousFiltersCounterparty = normalizeFollowupCounterpartyCandidate(previousFilters?.counterparty);
   const rootFiltersCounterparty = normalizeFollowupCounterpartyCandidate(rootFilters?.counterparty);
@@ -724,9 +732,10 @@ function collectFollowupDiscoverySeed(followupContext: Record<string, unknown> |
     (toNonEmptyString(followupContext?.previous_anchor_type) === "organization"
       ? toNonEmptyString(followupContext?.previous_anchor_value)
       : null);
-  const dateScope =
+  const loopProvidedAllTimeScope = loopProvidedAxes.includes("all_time_scope");
-    collectDateScopeFromFilters(previousFilters) ??
+  const dateScope = loopProvidedAllTimeScope
-    collectDateScopeFromFilters(rootFilters);
+    ? "all_time_scope"
+    : collectDateScopeFromFilters(previousFilters) ?? collectDateScopeFromFilters(rootFilters);
   return {
     pilotScope: effectivePilotScope,
     domain: mapped.domain,
@@ -986,7 +995,7 @@ function hasOrganizationLevelSupplierQualityOverviewSignal(text: string): boolea
 
 function hasCrossScopeExecutiveSummarySignal(text: string): boolean {
   return (
-    /(?:\u0441\u043e\u0431\u0435\u0440\p{L}*\s+(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0438\u0442\u043e\u0433|\u044d\u043a\u0437\u0435\u043a\u044c\u044e\u0442\u0438\u0432\p{L}*\s+\u0441\u0430\u043c\u043c\u0430\u0440\u0438|executive\s+summary|final\s+summary)/iu.test(
+    /(?:\u0441\u043e\u0431\u0435\u0440\p{L}*\s+(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0438\u0442\u043e\u0433|(?:\u043a\u043e\u0440\u043e\u0442\u043a\p{L}*\s+)?\u0441\u0440\u0430\u0432\u043d\p{L}*|\u044d\u043a\u0437\u0435\u043a\u044c\u044e\u0442\u0438\u0432\p{L}*\s+\u0441\u0430\u043c\u043c\u0430\u0440\u0438|executive\s+summary|final\s+summary|brief(?:ly)?\s+compare)/iu.test(
       text
     ) &&
     /(?:\u0447\u0442\u043e\s+(?:\u043c\u044b\s+)?\u043f\u043e\u0434\u0442\u0432\u0435\u0440\p{L}*|\u043f\u043e\s+\u043a\u043e\u043c\u043f\u0430\u043d\p{L}*|\u043f\u043e\s+\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\p{L}*|confirmed|company|organization)/iu.test(
@@ -1013,6 +1022,35 @@ function hasPlainBusinessOverviewSignal(text: string): boolean {
   return hasPlainOverviewCue && hasCompanyOrOperatingScopeCue;
 }
 
+function countBroadBusinessOverviewAxes(text: string): number {
+  const axisPatterns = [
+    /(?:\u0434\u0435\u043d\p{L}*|\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447\p{L}*|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*|\u043f\u043b\u0430\u0442\p{L}*|money|cash|revenue|turnover)/iu,
+    /(?:\u043d\u0434\u0441|vat)/iu,
+    /(?:\u0434\u043e\u043b\p{L}*|\u0434\u0435\u0431\u0438\u0442\u043e\u0440\p{L}*|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\p{L}*|receivable|payable|debt)/iu,
+    /(?:\u0441\u043a\u043b\u0430\u0434|\u043e\u0441\u0442\u0430\u0442|\u0437\u0430\u043f\u0430\u0441|\u0442\u043e\u0432\u0430\u0440|warehouse|stock|inventory)/iu,
+    /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|customer|client|buyer)/iu,
+    /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0432\u0435\u043d\u0434\u043e\u0440|\u0437\u0430\u043a\u0443\u043f|supplier|vendor|procurement)/iu,
+    /(?:\u0433\u0434\u0435[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0434\u0435\u043b\u0430\p{L}*|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|\u0447\u0442\u043e[\s\S]{0,80}(?:\u043d\u0435\u043b\u044c\u0437\u044f|\u043d\u0435\s+\u0445\u0432\u0430\p{L}*)|cannot|unknown|missing|limitation)/iu
+  ];
+  return axisPatterns.reduce((count, pattern) => count + (pattern.test(text) ? 1 : 0), 0);
+}
+
+function hasBroadBusinessOverviewSurfaceSignal(text: string): boolean {
+  const normalized = compactLower(text);
+  if (!normalized) {
+    return false;
+  }
+  const hasBroadCue =
+    /(?:\u043f\u043e[-\s]*\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\p{L}*|\u0447\u0442\u043e\s+\u043f\u043e\s+\u0431\u0438\u0437\u043d\u0435\u0441\u0443\s+\u0432\u0438\u0434\u043d\p{L}*|\u043f\u043e\u0441\u043c\u043e\u0442\p{L}*[\s\S]{0,100}(?:\u0431\u0438\u0437\u043d\u0435\u0441|\u0434\u0435\u044f\u0442\u0435\u043b\p{L}*)|\u0431\u0438\u0437\u043d\u0435\u0441[\s\S]{0,80}(?:\u0432\u0438\u0434\u043d\p{L}*|\u0432\u044b\u0432\u043e\u0434|\u0441\u0440\u0435\u0437)|human\s+readable\s+business\s+view)/iu.test(
+      normalized
+    );
+  const hasCompanyScope =
+    /(?:\u043e\u043e\u043e|\u0438\u043f|\u0430\u043e|\u043f\u0430\u043e|\u0437\u0430\u043e|\u043e\u0430\u043e|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0432\s+1\s?\u0441|1\s?c|company|organization|business|(?:19|20)\d{2})/iu.test(
+      normalized
+    );
+  return hasBroadCue && hasCompanyScope && countBroadBusinessOverviewAxes(normalized) >= 3;
+}
+
 function hasBusinessOverviewSignal(text: string): boolean {
   if (
     hasCrossScopeExecutiveSummarySignal(text) ||
@@ -1021,6 +1059,7 @@ function hasBusinessOverviewSignal(text: string): boolean {
     hasOrganizationLevelDebtDueDateOverviewSignal(text) ||
     hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) ||
     hasPlainBusinessOverviewSignal(text) ||
+    hasBroadBusinessOverviewSurfaceSignal(text) ||
     hasOrganizationLevelSupplierQualityOverviewSignal(text)
   ) {
     return true;
@@ -1101,6 +1140,15 @@ function hasBusinessOverviewSeparateCounterpartySignal(text: string): boolean {
   );
 }
 
+function isGenericSelectedCounterpartyReference(value: string | null): boolean {
+  if (!value) {
+    return false;
+  }
+  return /^(?:(?:\u0432\u044b\u0431\u0440\u0430\u043d\p{L}*|\u044d\u0442\p{L}*|\u0434\u0430\u043d\p{L}*|\u0442\u0435\u043a\u0443\u0449\p{L}*)\s+)?\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*$|^(?:selected|chosen|current|this)\s+counterpart(?:y|ies)?$/iu.test(
+    value
+  );
+}
+
 function businessOverviewSeparateCounterpartyCandidateFromText(text: string): string | null {
   const source = repairAddressMojibakeText(String(text ?? ""));
   const patterns = [
@@ -1109,7 +1157,7 @@ function businessOverviewSeparateCounterpartyCandidateFromText(text: string): st
   ];
   for (const pattern of patterns) {
     const candidate = normalizeFollowupCounterpartyCandidate(source.match(pattern)?.[1]);
-    if (candidate && !isInvalidEntityCandidate(candidate)) {
+    if (candidate && !isInvalidEntityCandidate(candidate) && !isGenericSelectedCounterpartyReference(candidate)) {
       return candidate;
     }
   }
@@ -1245,6 +1293,9 @@ function normalizeLooseOrganizationAlias(value: string | null): string | null {
   if (hasYearOnlyTimeTail) {
     return null;
   }
+  if (new Set(["в целом", "компания в целом", "организация в целом"]).has(comparable)) {
+    return null;
+  }
   if (/^(?:\u0438|\u0432|\u0432\u043e|\u0437\u0430|\u043d\u0430|\u043f\u043e|\u043a\u0442\u043e|\u0447\u0442\u043e|\u043a\u0430\u043a(?:\u043e\u0439|\u0430\u044f|\u0438\u0435)?|\u0433\u043b\u0430\u0432\u043d\p{L}*)\b/iu.test(comparable)) {
     return null;
   }
@@ -1910,11 +1961,21 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const businessOverviewSignal =
     !businessOverviewCounterpartyValueFlowPivot &&
     (rawBusinessOverviewSignal || seededBusinessOverviewSignal);
+  const organizationClarificationBusinessOverviewLoop = Boolean(
+    followupSeed.loopStatus === "awaiting_clarification" &&
+      followupSeed.loopSelectedChainId === "business_overview" &&
+      followupSeed.loopPendingAxes.includes("organization") &&
+      currentTurnOrganizationScope &&
+      !rawLifecycleSignal &&
+      !rawMetadataSignal
+  );
   const businessOverviewSeparateCounterpartySignal = Boolean(
     businessOverviewSignal && hasBusinessOverviewSeparateCounterpartySignal(rawText)
   );
   const businessOverviewSeparateCounterpartyCandidate = businessOverviewSeparateCounterpartySignal
     ? businessOverviewSeparateCounterpartyCandidateFromText(rawText)
+    : organizationClarificationBusinessOverviewLoop
+    ? followupSeed.counterparty ?? followupSeed.discoveryEntity ?? followupSeed.metadataScopeHint
     : null;
   const explicitIntentCandidate = toNonEmptyString(assistantTurnMeaning?.explicit_intent_candidate);
   const currentTurnDocumentLaneSignal = rawAction === "list_documents";
@@ -1944,6 +2005,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const businessOverviewSuppressesFollowupCounterparty = Boolean(
     businessOverviewSignal &&
       !businessOverviewSeparateCounterpartySignal &&
+      !organizationClarificationBusinessOverviewLoop &&
       (rawBusinessOverviewSignal ||
         businessOverviewContinuationSignal ||
         broadBusinessEvaluationUnsupported ||
@@ -2452,7 +2514,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
     }
     pushScopedEntityCandidate(entityCandidates, rawEntityCandidate, groundedFollowupEntity);
   }
-  const businessOverviewSeparateCounterpartyDisplayCandidate = businessOverviewSeparateCounterpartySignal
+  const shouldPreserveBusinessOverviewSeparateCounterparty =
+    businessOverviewSeparateCounterpartySignal || organizationClarificationBusinessOverviewLoop;
+  const businessOverviewSeparateCounterpartyDisplayCandidate = shouldPreserveBusinessOverviewSeparateCounterparty
     ? preferredScopedDisplayName(businessOverviewSeparateCounterpartyCandidate, [
         groundedFollowupEntity,
         effectiveFollowupCounterparty,
@@ -2461,7 +2525,24 @@ export function buildAssistantMcpDiscoveryTurnInput(
         rawScopedEntityCandidate,
         rawEntityCandidate,
         ...entityCandidates
-      ])
+      ]) ??
+      preferredScopedDisplayName(
+        groundedFollowupEntity ??
+          effectiveFollowupCounterparty ??
+          followupSeed.discoveryEntity ??
+          normalizedPredecomposeCounterparty ??
+          rawScopedEntityCandidate ??
+          rawEntityCandidate,
+        [
+          groundedFollowupEntity,
+          effectiveFollowupCounterparty,
+          followupSeed.discoveryEntity,
+          normalizedPredecomposeCounterparty,
+          rawScopedEntityCandidate,
+          rawEntityCandidate,
+          ...entityCandidates
+        ]
+      )
     : null;
   const businessOverviewSeparateEntityCandidates = businessOverviewSeparateCounterpartyDisplayCandidate
     ? [businessOverviewSeparateCounterpartyDisplayCandidate]
@@ -2586,6 +2667,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const normalizedAssistantTurnMeaningDateScope =
     rawEntitySearchOverridesStaleScope ||
     suppressNegatedTaxOnlyDateScope ||
+    (organizationClarificationBusinessOverviewLoop && !currentTurnCarriesExplicitPeriod) ||
     (suppressImplicitCurrentDateScope && isImplicitCurrentDateScope(assistantTurnMeaningDateScope))
       ? null
       : assistantTurnMeaningDateScope;
@@ -2603,8 +2685,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
       normalizedPredecomposeDateScope &&
       normalizedPredecomposeDateScope.startsWith(`${rawDateScope}-`)
   );
+  const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope";
   const explicitDateScope =
-    rawAllTimeScopeSignal
+    rawAllTimeScopeSignal || followupAllTimeScopeApplied
       ? null
       : normalizedAssistantTurnMeaningDateScope ??
         (businessOverviewRawYearOverridesPredecomposeAsOf ? rawDateScope : normalizedPredecomposeDateScope) ??
@@ -2615,7 +2698,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
       !normalizedAssistantTurnMeaningDateScope &&
       !normalizedPredecomposeDateScope &&
       !rawDateScope &&
-      normalizedFollowupDateScope
+      normalizedFollowupDateScope &&
+      normalizedFollowupDateScope !== "all_time_scope"
   );
   const clarificationLoopSeedApplied = Boolean(
     followupSeed.loopStatus === "awaiting_clarification" && followupSeed.loopSelectedChainId
@@ -2668,7 +2752,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
       valueFlowSignal && followupSeed.rankingNeed && !rawEntitySearchOverridesStaleScope
         ? followupSeed.rankingNeed
         : undefined,
-    explicit_entity_candidates: businessOverviewSignal ? [] : entityCandidates,
+    explicit_entity_candidates:
+      businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty ? [] : entityCandidates,
     business_overview_separate_entity_candidates: businessOverviewSeparateEntityCandidates,
     previous_counterparty_value_flow_bundle:
       businessOverviewSignal && followupSeed.previousBidirectionalValueFlow
@@ -2897,6 +2982,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (rawAllTimeScopeSignal) {
     pushReason(reasonCodes, "mcp_discovery_all_time_scope_signal_detected");
   }
+  if (followupAllTimeScopeApplied) {
+    pushReason(reasonCodes, "mcp_discovery_all_time_scope_from_followup_context");
+  }
   if (suppressNegatedTaxOnlyDateScope) {
     pushReason(reasonCodes, "mcp_discovery_negated_tax_period_scope_suppressed");
   }
@@ -2999,7 +3087,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (businessOverviewSuppressesFollowupCounterparty) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_suppressed_stale_counterparty");
   }
-  if (businessOverviewSeparateCounterpartySignal) {
+  if (shouldPreserveBusinessOverviewSeparateCounterparty) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_preserved_explicit_counterparty_summary_scope");
   }
   if (businessOverviewSeparateCounterpartyCandidate) {
@@ -3023,7 +3111,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   ) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
   }
-  if (rawScopedEntityCandidate && !normalizedPredecomposeCounterparty) {
+  if (rawScopedEntityCandidate && !normalizedPredecomposeCounterparty && !businessOverviewSignal) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_raw_scope");
   }
   if (

llm_normalizer/backend/src/services/assistantTransitionPolicy.ts

@@ -136,6 +136,26 @@ export function createAssistantTransitionPolicy(deps) {
     return /(?:документ|счет|счет-фактур|накладн|акт|реализац|document|invoice|receipt)/iu.test(normalized);
   }
 
+  function hasSelectedCounterpartyDocumentFollowupSignal(userMessage, alternateMessage = null) {
+    return [userMessage, alternateMessage]
+      .filter((value) => deps.toNonEmptyString(value))
+      .map((value) => normalizeFollowupText(value).replace(/С‘/g, "Рµ"))
+      .some((normalized) => {
+        if (!normalized) {
+          return false;
+        }
+        const hasDocumentCue =
+          /(?:\u0434\u043e\u043a\p{L}*|\u0441\u0447\p{L}*|\u043d\u0430\u043a\u043b\u0430\u0434\p{L}*|\u0430\u043a\u0442|document|docs?|invoice|receipt)/iu.test(
+            normalized
+          ) || hasReadableDocumentsPivotCue(normalized);
+        const hasSelectedCounterpartyCue =
+          /(?:\u043f\u043e\s+\u043d(?:\u0435\u043c\u0443|\u0435\u0439)|\u043f\u043e\s+\u044d\u0442(?:\u043e\u043c\u0443|\u043e\u0439)|\u0442\u0435\u043a\u0443\u0449\p{L}*\s+\u043e\u0431\u044a\u0435\u043a\p{L}*|\u0432\u044b\u0431\u0440\u0430\u043d\p{L}*\s+(?:\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043e\u0431\u044a\u0435\u043a\u0442)|selected\s+(?:counterparty|object)|current\s+object)/iu.test(
+            normalized
+          );
+        return hasDocumentCue && hasSelectedCounterpartyCue;
+      });
+  }
+
   function selectSuggestedIntentByPivotCue(suggestedIntents, userMessage, alternateMessage = null) {
     if (!Array.isArray(suggestedIntents) || suggestedIntents.length === 0) {
       return null;
@@ -425,20 +445,71 @@ export function createAssistantTransitionPolicy(deps) {
     return flow;
   }
 
+  function readMcpDiscoveryPreviousCounterpartyValueFlowBundle(debug) {
+    const entryPoint = debug?.assistant_mcp_discovery_entry_point_v1;
+    const bundle = entryPoint?.turn_input?.turn_meaning_ref?.previous_counterparty_value_flow_bundle;
+    if (!bundle || typeof bundle !== "object" || Array.isArray(bundle)) {
+      return null;
+    }
+    return bundle;
+  }
+
+  function readMcpDiscoveryPreviousCounterpartyDocumentBundle(debug) {
+    const entryPoint = debug?.assistant_mcp_discovery_entry_point_v1;
+    const bundle = entryPoint?.turn_input?.turn_meaning_ref?.previous_counterparty_document_bundle;
+    if (!bundle || typeof bundle !== "object" || Array.isArray(bundle)) {
+      return null;
+    }
+    return bundle;
+  }
+
   function readCounterpartyDocumentSummaryFromItem(item) {
     const text = deps.toNonEmptyString(item?.text);
     if (!text) {
       return null;
     }
     const firstLine = text.split(/\r?\n/).map((line) => line.trim()).find(Boolean) ?? "";
-    const match = firstLine.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено документов:\s*(\d+)/iu);
+    const directMatch = firstLine.match(/Контрагент:\s*([^.\n]+)\.\s*Найдено документов:\s*(\d+)/iu);
-    if (!match?.[1] || !match?.[2]) {
+    if (directMatch?.[1] && directMatch?.[2]) {
+      return {
+        counterparty: deps.toNonEmptyString(directMatch[1]),
+        document_count: Number(directMatch[2]),
+        direct_answer: firstLine
+      };
+    }
+    const summaryMatch = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):[\s\S]{0,260}документы\s+по\s+цепочке:\s*найдено\s*(\d+)/iu);
+    if (!summaryMatch?.[1] || !summaryMatch?.[2]) {
+      return null;
+    }
+    return {
+      counterparty: deps.toNonEmptyString(summaryMatch[1]),
+      document_count: Number(summaryMatch[2]),
+      direct_answer: summaryMatch[0].replace(/\s+/g, " ").trim()
+    };
+  }
+
+  function readCounterpartyValueFlowSummaryFromItem(item) {
+    const text = deps.toNonEmptyString(item?.text);
+    if (!text) {
+      return null;
+    }
+    const match = text.match(
+      /Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu
+    );
+    if (!match?.[1] || !match?.[2] || !match?.[3] || !match?.[4]) {
       return null;
     }
     return {
       counterparty: deps.toNonEmptyString(match[1]),
-      document_count: Number(match[2]),
+      incoming_customer_revenue: {
-      direct_answer: firstLine
+        total_amount_human_ru: deps.toNonEmptyString(match[2])
+      },
+      outgoing_supplier_payout: {
+        total_amount_human_ru: deps.toNonEmptyString(match[3])
+      },
+      net_amount_human_ru: deps.toNonEmptyString(match[4]),
+      net_direction: "net_incoming",
+      inference_basis: "parsed_from_previous_confirmed_counterparty_boundary_summary"
     };
   }
 
@@ -446,12 +517,51 @@ export function createAssistantTransitionPolicy(deps) {
     for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
       const item = items[index];
       const debug = item?.debug;
-      if (!item || item.role !== "assistant" || !debug || typeof debug !== "object") {
+      const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+      if (!item || !isAssistantItem) {
         continue;
       }
-      const flow = readMcpDiscoveryBidirectionalValueFlow(debug);
+      if (debug && typeof debug === "object") {
-      if (flow) {
+        const flow = readMcpDiscoveryBidirectionalValueFlow(debug);
-        return flow;
+        if (flow) {
+          return flow;
+        }
+      }
+      const parsedFlow = readCounterpartyValueFlowSummaryFromItem(item);
+      if (parsedFlow) {
+        return parsedFlow;
+      }
+    }
+    return null;
+  }
+
+  function sameCounterpartyHint(expected, actual) {
+    const left = normalizeFollowupText(expected);
+    const right = normalizeFollowupText(actual);
+    if (!left || !right) {
+      return false;
+    }
+    return left === right || left.includes(right) || right.includes(left);
+  }
+
+  function findRecentPreviousCounterpartyValueFlowBundle(items, counterpartyHint = null) {
+    const expectedCounterparty = deps.toNonEmptyString(counterpartyHint);
+    if (!expectedCounterparty) {
+      return null;
+    }
+    for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
+      const item = items[index];
+      const debug = item?.debug;
+      const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+      if (!item || !isAssistantItem || !debug || typeof debug !== "object") {
+        continue;
+      }
+      const bundle = readMcpDiscoveryPreviousCounterpartyValueFlowBundle(debug);
+      if (!bundle) {
+        continue;
+      }
+      if (sameCounterpartyHint(expectedCounterparty, deps.toNonEmptyString(bundle.counterparty))) {
+        return bundle;
       }
     }
     return null;
@@ -460,7 +570,8 @@ export function createAssistantTransitionPolicy(deps) {
   function findRecentCounterpartyDocumentBundle(items) {
     for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
       const item = items[index];
-      if (!item || item.role !== "assistant" || !item.debug || typeof item.debug !== "object") {
+      const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+      if (!item || !isAssistantItem) {
         continue;
       }
       const summary = readCounterpartyDocumentSummaryFromItem(item);
@@ -471,6 +582,29 @@ export function createAssistantTransitionPolicy(deps) {
     return null;
   }
 
+  function findRecentPreviousCounterpartyDocumentBundle(items, counterpartyHint = null) {
+    const expectedCounterparty = deps.toNonEmptyString(counterpartyHint);
+    if (!expectedCounterparty) {
+      return null;
+    }
+    for (let index = Array.isArray(items) ? items.length - 1 : -1; index >= 0; index -= 1) {
+      const item = items[index];
+      const debug = item?.debug;
+      const isAssistantItem = item?.role === "assistant" || item?.kind === "assistant";
+      if (!item || !isAssistantItem || !debug || typeof debug !== "object") {
+        continue;
+      }
+      const bundle = readMcpDiscoveryPreviousCounterpartyDocumentBundle(debug);
+      if (!bundle) {
+        continue;
+      }
+      if (sameCounterpartyHint(expectedCounterparty, deps.toNonEmptyString(bundle.counterparty))) {
+        return bundle;
+      }
+    }
+    return null;
+  }
+
   function hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasInventoryItemFocusHint) {
     if (
       sourceIntentHint !== "inventory_purchase_provenance_for_item" &&
@@ -681,10 +815,22 @@ export function createAssistantTransitionPolicy(deps) {
         ? hasShortValueFlowRetargetCue(String(alternateMessage ?? "")) ||
           hasCompactCashflowFollowupCue(String(alternateMessage ?? ""))
         : false);
+    const earlyNavigationSessionState = resolveNavigationSessionContextState(
+      addressNavigationState,
+      deps.toNonEmptyString,
+      deps.normalizeOrganizationScopeValue
+    );
+    const earlyNavigationFocusObject = earlyNavigationSessionState.focusObject;
+    const selectedCounterpartyDocumentFollowupSignal = Boolean(
+      deps.toNonEmptyString(earlyNavigationFocusObject?.label) &&
+        deps.toNonEmptyString(earlyNavigationFocusObject?.objectType) === "counterparty" &&
+        hasSelectedCounterpartyDocumentFollowupSignal(userMessage, alternateMessage)
+    );
     if (
       assistantTurnMeaning?.stale_replay_forbidden === true &&
       !hasExplicitSummaryBundleReuseSignal(userMessage, alternateMessage) &&
-      !compactCashflowFollowupSignal
+      !compactCashflowFollowupSignal &&
+      !selectedCounterpartyDocumentFollowupSignal
     ) {
       return null;
     }
@@ -784,11 +930,7 @@ export function createAssistantTransitionPolicy(deps) {
       sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
     const hasBusinessOverviewCarryoverSourceHint =
       sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
-    const navigationSessionState = resolveNavigationSessionContextState(
+    const navigationSessionState = earlyNavigationSessionState;
-      addressNavigationState,
-      deps.toNonEmptyString,
-      deps.normalizeOrganizationScopeValue
-    );
     const navigationFocusObjectHint = navigationSessionState.focusObject;
     const hasNavigationInventoryItemFocusHint = Boolean(
       deps.toNonEmptyString(navigationFocusObjectHint?.label) &&
@@ -912,6 +1054,7 @@ export function createAssistantTransitionPolicy(deps) {
       Boolean(debtRoleSwapIntent) ||
       shortValueFlowRetargetPrimary ||
       shortValueFlowRetargetAlternate ||
+      selectedCounterpartyDocumentFollowupSignal ||
       businessOverviewBoundaryFollowupPrimary ||
       businessOverviewBoundaryFollowupAlternate ||
       inventoryMarginRankingFollowup ||
@@ -937,6 +1080,7 @@ export function createAssistantTransitionPolicy(deps) {
       Boolean(debtRoleSwapIntent) ||
       shortValueFlowRetargetPrimary ||
       shortValueFlowRetargetAlternate ||
+      selectedCounterpartyDocumentFollowupSignal ||
       businessOverviewBoundaryFollowupPrimary ||
       businessOverviewBoundaryFollowupAlternate ||
       inventoryMarginRankingFollowup ||
@@ -969,6 +1113,7 @@ export function createAssistantTransitionPolicy(deps) {
       !hasInventoryRootRestatementAlternate &&
       !shortValueFlowRetargetPrimary &&
       !shortValueFlowRetargetAlternate &&
+      !selectedCounterpartyDocumentFollowupSignal &&
       !hasImplicitContinuationSignal &&
       !hasSuggestedIntentPivotSignal &&
       !hasOrganizationClarificationContinuation &&
@@ -987,6 +1132,7 @@ export function createAssistantTransitionPolicy(deps) {
       !hasInventoryRootRestatementAlternate &&
       !shortValueFlowRetargetPrimary &&
       !shortValueFlowRetargetAlternate &&
+      !selectedCounterpartyDocumentFollowupSignal &&
       !hasImplicitContinuationSignal &&
       !hasSuggestedIntentPivotSignal &&
       !hasOrganizationClarificationContinuation &&
@@ -1062,9 +1208,22 @@ export function createAssistantTransitionPolicy(deps) {
       carryoverSourceDebug,
       deps.toNonEmptyString
     );
+    const sourceDiscoveryCounterpartyHint =
+      sourceDiscoveryLoopMetadataScopeHint ??
+      (deps.toNonEmptyString(earlyNavigationFocusObject?.objectType) === "counterparty"
+        ? deps.toNonEmptyString(earlyNavigationFocusObject?.label)
+        : null);
     const sourceDiscoveryBidirectionalValueFlow =
-      readMcpDiscoveryBidirectionalValueFlow(carryoverSourceDebug) ?? findRecentDiscoveryValueFlowBundle(items);
+      readMcpDiscoveryBidirectionalValueFlow(carryoverSourceDebug) ??
-    const sourceDiscoveryDocumentSummary = findRecentCounterpartyDocumentBundle(items);
+      readMcpDiscoveryPreviousCounterpartyValueFlowBundle(carryoverSourceDebug) ??
+      findRecentPreviousCounterpartyValueFlowBundle(items, sourceDiscoveryCounterpartyHint) ??
+      readCounterpartyValueFlowSummaryFromItem(previousAddressItem) ??
+      findRecentDiscoveryValueFlowBundle(items);
+    const sourceDiscoveryDocumentSummary =
+      readMcpDiscoveryPreviousCounterpartyDocumentBundle(carryoverSourceDebug) ??
+      findRecentPreviousCounterpartyDocumentBundle(items, sourceDiscoveryCounterpartyHint) ??
+      readCounterpartyDocumentSummaryFromItem(previousAddressItem) ??
+      findRecentCounterpartyDocumentBundle(items);
     const llmExplicitIntent = deps.toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent);
     const llmSelectedObjectScopeDetected =
       llmPreDecomposeMeta?.predecomposeContract?.semantics?.selected_object_scope_detected === true;
@@ -1240,6 +1399,17 @@ export function createAssistantTransitionPolicy(deps) {
     let resolvedCounterpartyFromDisplay = false;
     let displayedEntityTargetIntent = null;
     let previousFilters = resolveAddressDebugCarryoverFilters(carryoverSourceDebug, deps.toNonEmptyString);
+    const navigationCounterpartyFocus =
+      navigationFocusObjectType === "counterparty" ? navigationFocusObjectLabel : null;
+    const hasNavigationCounterpartyFocusCarryover = Boolean(
+      navigationCounterpartyFocus &&
+        (hasValueFlowCarryoverSourceHint ||
+          sourceIntentHint === "list_contracts_by_counterparty" ||
+          sourceIntentHint === "list_documents_by_counterparty" ||
+          sourceIntentHint === "bank_operations_by_counterparty" ||
+          sourceIntentHint === "open_items_by_counterparty_or_contract" ||
+          sourceDiscoveryLoopSelectedChainIdHint === "value_flow_comparison")
+    );
     const shouldBackfillHistoricalPartyAnchors =
       sourceIntentHint === "list_contracts_by_counterparty" ||
       sourceIntentHint === "list_documents_by_counterparty" ||
@@ -1254,6 +1424,15 @@ export function createAssistantTransitionPolicy(deps) {
       deps.findRecentAddressFilterValue(items, "counterparty"),
       deps.toNonEmptyString
     );
+    if (hasNavigationCounterpartyFocusCarryover && navigationCounterpartyFocus) {
+      if (!previousAnchor) {
+        previousAnchorType = "counterparty";
+        previousAnchor = navigationCounterpartyFocus;
+      }
+      if (!deps.toNonEmptyString(previousFilters.counterparty)) {
+        previousFilters.counterparty = navigationCounterpartyFocus;
+      }
+    }
     const historicalOrganization = deps.findRecentAddressFilterValue(items, "organization");
     const authorityActiveOrganization =
       deps.normalizeOrganizationScopeValue(organizationAuthority.activeOrganization) ??

llm_normalizer/backend/src/types/addressNavigation.ts

@@ -65,6 +65,14 @@ export interface AddressNavigationEvent {
 export interface AddressNavigationSessionContext {
   active_result_set_id: string | null;
   active_focus_object: AddressFocusObject | null;
+  comparison_scope: {
+    organization: AddressFocusObject | null;
+    counterparty: AddressFocusObject | null;
+    proof_bundles: {
+      counterparty_value_flow_bundle: Record<string, unknown> | null;
+      counterparty_document_bundle: Record<string, unknown> | null;
+    } | null;
+  } | null;
   last_confirmed_route: string | null;
   date_scope: {
     as_of_date: string | null;

llm_normalizer/backend/src/types/addressQuery.ts

@@ -7,6 +7,7 @@ import type {
 } from "./assistantRuntimeContracts";
 
 export type AddressIntent =
+  | "business_overview"
   | "period_coverage_profile"
   | "document_type_and_account_section_profile"
   | "counterparty_population_and_roles"

llm_normalizer/backend/src/types/assistant.ts

@@ -529,6 +529,11 @@ export interface AssistantDebugPayload {
   fa_live_route_audit?: FaLiveRouteAuditDebug;
   eligibility_time_basis?: GroundedAnswerEligibilityGuardDebug["eligibility_time_basis"];
   grounded_answer_eligibility_guard?: GroundedAnswerEligibilityGuardDebug;
+  mcp_discovery_response_applied?: boolean;
+  mcp_discovery_selected_chain_id?: string | null;
+  mcp_discovery_effective_response_route?: string | null;
+  assistant_mcp_discovery_entry_point_v1?: unknown;
+  mcp_discovery_response_candidate_v1?: unknown;
   followup_state_usage?: FollowupStateUsageDebug;
   problem_centric_answer_applied?: boolean;
   problem_units_used_count?: number;

llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts

@@ -72,6 +72,15 @@ describe("addressIntentResolver regression bridges", () => {
     expect(result.reasons).toContain("unicode_business_overview_debt_position_deferred_to_discovery");
   });
 
+  it("defers colloquial multi-surface company overview to discovery before exact VAT", () => {
+    const result = resolveAddressIntent(
+      "\u041f\u043e-\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438 \u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441 \u0437\u0430 2020: \u0447\u0442\u043e \u043f\u043e \u0431\u0438\u0437\u043d\u0435\u0441\u0443 \u0432\u0438\u0434\u043d\u043e \u0432 1\u0421 \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c, \u041d\u0414\u0421, \u0434\u043e\u043b\u0433\u0430\u043c, \u0441\u043a\u043b\u0430\u0434\u0443, \u043a\u043b\u0438\u0435\u043d\u0442\u0430\u043c/\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\u0430\u043c \u0438 \u0433\u0434\u0435 \u043f\u043e\u043a\u0430 \u043d\u0435\u043b\u044c\u0437\u044f \u0434\u0435\u043b\u0430\u0442\u044c \u0432\u044b\u0432\u043e\u0434?"
+    );
+
+    expect(result.intent).toBe("unknown");
+    expect(result.reasons).toContain("unicode_business_overview_multi_surface_deferred_to_discovery");
+  });
+
   it("detects specific counterparty turnover wording as revenue profile", () => {
     const result = resolveAddressIntent(
       "\u043a\u0430\u043a\u043e\u0439 \u043e\u0431\u043e\u0440\u043e\u0442 \u0431\u044b\u043b \u0441\u0432\u043a"

llm_normalizer/backend/tests/addressNavigationState.test.ts

@@ -55,6 +55,231 @@ describe("address navigation state", () => {
     expect(evolved.navigation_history[0]?.action).toBe("open");
   });
 
+  it("captures organization focus from applied business overview discovery turns", () => {
+    const base = createEmptyAddressNavigationState("asst-bo", "2026-04-12T10:00:00.000Z");
+    const assistantItem = {
+      message_id: "msg-bo1",
+      session_id: "asst-bo",
+      role: "assistant",
+      text: "Коротко: по данным ООО Альтернатива Плюс за 2020 подтвержден бизнес-обзор.",
+      reply_type: "partial_coverage",
+      created_at: "2026-04-12T10:10:00.000Z",
+      trace_id: "address-bo",
+      debug: {
+        detected_mode: "address_query",
+        detected_intent: "unknown",
+        selected_recipe: null,
+        extracted_filters: {},
+        anchor_type: "unknown",
+        mcp_discovery_response_applied: true,
+        mcp_discovery_selected_chain_id: "business_overview",
+        assistant_mcp_discovery_entry_point_v1: {
+          schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+          entry_status: "bridge_executed",
+          turn_input: {
+            turn_meaning_ref: {
+              explicit_organization_scope: "ООО Альтернатива Плюс",
+              explicit_date_scope: "2020"
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            answer_draft: {
+              answer_mode: "confirmed_with_bounded_inference"
+            }
+          }
+        },
+        dialog_continuation_contract_v2: {
+          decision: "new_topic"
+        }
+      }
+    } as any;
+
+    const evolved = evolveAddressNavigationStateWithAssistantItem(base, assistantItem, 2);
+    expect(evolved.result_sets[0]?.route_id).toBe("business_overview");
+    expect(evolved.result_sets[0]?.filters.organization).toBe("ООО Альтернатива Плюс");
+    expect(evolved.session_context.active_focus_object?.object_type).toBe("organization");
+    expect(evolved.session_context.active_focus_object?.label).toBe("ООО Альтернатива Плюс");
+    expect(evolved.session_context.organization_scope).toBe("ООО Альтернатива Плюс");
+    expect(evolved.session_context.date_scope.period_from).toBe("2020-01-01");
+    expect(evolved.session_context.date_scope.period_to).toBe("2020-12-31");
+  });
+
+  it("captures counterparty focus from applied discovery turns even when the response stayed in chat mode", () => {
+    const base = createEmptyAddressNavigationState("asst-vf", "2026-04-12T10:00:00.000Z");
+    const assistantItem = {
+      message_id: "msg-vf1",
+      session_id: "asst-vf",
+      role: "assistant",
+      text: "\u041f\u043e \u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a \u0437\u0430 2020 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u044b \u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0435 \u0438 \u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0435 \u0434\u0435\u043d\u044c\u0433\u0438.",
+      reply_type: "partial_coverage",
+      created_at: "2026-04-12T10:12:00.000Z",
+      trace_id: "chat-vf",
+      debug: {
+        detected_mode: "chat",
+        detected_intent: "unknown",
+        selected_recipe: null,
+        extracted_filters: {},
+        anchor_type: "unknown",
+        mcp_discovery_response_applied: true,
+        mcp_discovery_selected_chain_id: "value_flow_comparison",
+        assistant_mcp_discovery_entry_point_v1: {
+          schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+          entry_status: "bridge_executed",
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "compare_incoming_outgoing",
+              explicit_entity_candidates: ["\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a"],
+              stale_replay_forbidden: true,
+              explicit_date_scope: "2020"
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            answer_draft: {
+              answer_mode: "confirmed_factual"
+            }
+          }
+        },
+        dialog_continuation_contract_v2: {
+          decision: "new_topic"
+        }
+      }
+    } as any;
+
+    const evolved = evolveAddressNavigationStateWithAssistantItem(base, assistantItem, 2);
+    expect(evolved.result_sets[0]?.route_id).toBe("value_flow_comparison");
+    expect(evolved.result_sets[0]?.intent).toBe("customer_revenue_and_payments");
+    expect(evolved.result_sets[0]?.filters.counterparty).toBe("\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a");
+    expect(evolved.session_context.active_focus_object?.object_type).toBe("counterparty");
+    expect(evolved.session_context.active_focus_object?.label).toBe("\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a");
+    expect(evolved.session_context.date_scope.period_from).toBe("2020-01-01");
+    expect(evolved.session_context.date_scope.period_to).toBe("2020-12-31");
+  });
+
+  it("keeps selected counterparty focus for company boundary summaries", () => {
+    const initial = createEmptyAddressNavigationState("asst-boundary", "2026-04-12T10:00:00.000Z");
+    const assistantItem = {
+      message_id: "msg-boundary",
+      session_id: "asst-boundary",
+      role: "assistant",
+      text:
+        "Коротко: по компании Альтернатива Плюс подтвержден company-level денежный срез.\n" +
+        "Отдельно по выбранному контрагенту Группа СВК: суммы компании на него не переношу.",
+      created_at: "2026-04-12T10:05:00.000Z",
+      debug: {
+        detected_intent: "unknown",
+        mcp_discovery_selected_chain_id: "business_overview",
+        mcp_discovery_response_applied: true,
+        extracted_filters: {
+          organization: "Альтернатива Плюс"
+        },
+        assistant_mcp_discovery_entry_point_v1: {
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "business_overview",
+              asked_action_family: "broad_evaluation",
+              business_overview_separate_entity_candidates: ["Группа СВК"],
+              explicit_organization_scope: "Альтернатива Плюс"
+            },
+            data_need_graph: {
+              business_fact_family: "business_overview",
+              subject_candidates: []
+            }
+          }
+        }
+      }
+    } as any;
+
+    const evolved = evolveAddressNavigationStateWithAssistantItem(initial, assistantItem, 1);
+
+    expect(evolved.session_context.organization_scope).toBe("Альтернатива Плюс");
+    expect(evolved.session_context.active_focus_object?.object_type).toBe("counterparty");
+    expect(evolved.session_context.active_focus_object?.label).toBe("Группа СВК");
+    expect(evolved.session_context.comparison_scope?.organization?.label).toBe("Альтернатива Плюс");
+    expect(evolved.session_context.comparison_scope?.counterparty?.label).toBe("Группа СВК");
+    expect(evolved.navigation_history[0]?.target_object_id).toBe("counterparty:группа свк");
+  });
+
+  it("carries comparison proof bundles through organization clarification", () => {
+    const org = "\u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const counterparty = "\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a";
+    const valueFlowBundle = {
+      counterparty,
+      incoming_customer_revenue: { total_amount_human_ru: "20 653 490 руб." },
+      outgoing_supplier_payout: { total_amount_human_ru: "2 129 651 руб." },
+      net_amount_human_ru: "18 523 839 руб."
+    };
+    const documentBundle = { counterparty, document_count: 19 };
+    const initial = createEmptyAddressNavigationState("asst-proof", "2026-04-12T10:00:00.000Z");
+    const boundaryItem = {
+      message_id: "msg-boundary-proof",
+      session_id: "asst-proof",
+      role: "assistant",
+      text: `Коротко: уточните организацию для сравнения ${counterparty}.`,
+      created_at: "2026-04-12T10:05:00.000Z",
+      debug: {
+        detected_intent: "unknown",
+        mcp_discovery_selected_chain_id: "business_overview",
+        mcp_discovery_response_applied: true,
+        extracted_filters: {},
+        assistant_mcp_discovery_entry_point_v1: {
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "business_overview",
+              asked_action_family: "broad_evaluation",
+              business_overview_separate_entity_candidates: [counterparty],
+              previous_counterparty_value_flow_bundle: valueFlowBundle,
+              previous_counterparty_document_bundle: documentBundle
+            }
+          }
+        }
+      }
+    } as any;
+
+    const afterBoundary = evolveAddressNavigationStateWithAssistantItem(initial, boundaryItem, 1);
+    expect(afterBoundary.session_context.comparison_scope?.organization).toBeNull();
+    expect(afterBoundary.session_context.comparison_scope?.counterparty?.label).toBe(counterparty);
+    expect(afterBoundary.session_context.comparison_scope?.proof_bundles?.counterparty_value_flow_bundle).toEqual(
+      valueFlowBundle
+    );
+
+    const clarifiedItem = {
+      message_id: "msg-boundary-org",
+      session_id: "asst-proof",
+      role: "assistant",
+      text: `Коротко: по компании ${org} подтвержден company-level срез. Отдельно по ${counterparty}: границу не теряю.`,
+      created_at: "2026-04-12T10:06:00.000Z",
+      debug: {
+        detected_intent: "business_overview",
+        mcp_discovery_selected_chain_id: "business_overview",
+        mcp_discovery_response_applied: true,
+        extracted_filters: { organization: org },
+        assistant_mcp_discovery_entry_point_v1: {
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "business_overview",
+              asked_action_family: "broad_evaluation",
+              business_overview_separate_entity_candidates: [counterparty],
+              explicit_organization_scope: org
+            }
+          }
+        }
+      }
+    } as any;
+
+    const afterClarification = evolveAddressNavigationStateWithAssistantItem(afterBoundary, clarifiedItem, 2);
+    expect(afterClarification.session_context.comparison_scope?.organization?.label).toBe(org);
+    expect(afterClarification.session_context.comparison_scope?.counterparty?.label).toBe(counterparty);
+    expect(afterClarification.session_context.comparison_scope?.proof_bundles?.counterparty_value_flow_bundle).toEqual(
+      valueFlowBundle
+    );
+    expect(afterClarification.session_context.comparison_scope?.proof_bundles?.counterparty_document_bundle).toEqual(
+      documentBundle
+    );
+  });
+
   it("tracks drilldown event for follow-up continuation turn", () => {
     const initial = normalizeAddressNavigationState(
       {

llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts

@@ -2145,6 +2145,43 @@ describe("address compose stage utf8 headers", () => {
     expect(reply.semantics?.balance_confirmed).toBe(true);
   });
 
+  it("explains purchase-date anchor for confirmed VAT tax-period reply", () => {
+    const reply = composeFactualReply(
+      "vat_liability_confirmed_for_tax_period",
+      [
+        {
+          period: "2015-02-28T23:59:59Z",
+          registrator: "VAT_BOOK_SALES",
+          account_dt: "68.02",
+          account_kt: "",
+          amount: 3500000,
+          analytics: []
+        },
+        {
+          period: "2015-02-28T23:59:59Z",
+          registrator: "VAT_BOOK_PURCHASES",
+          account_dt: "19",
+          account_kt: "",
+          amount: 868612,
+          analytics: []
+        }
+      ],
+      {
+        userMessage: "ндс можешь прикинуть на дату покупки рабочей станции?",
+        periodFrom: "2015-02-01",
+        periodTo: "2015-02-28",
+        asOfDate: "2016-03-31",
+        organizationHint: "ООО Альтернатива Плюс",
+        useRubCurrency: true
+      }
+    );
+
+    expect(reply.responseType).toBe("FACTUAL_SUMMARY");
+    expect(reply.text).toContain("Якорь периода: дата покупки из вопроса/контекста");
+    expect(reply.text).toContain("01.02.2015..28.02.2015");
+    expect(reply.text).toContain("книг продаж/покупок");
+  });
+
   it("formats VAT forecast amounts in rubles and emphasizes numbers when requested", () => {
     const reply = composeFactualReply(
       "vat_payable_forecast",

llm_normalizer/backend/tests/assistantAddressLaneResponseRuntimeAdapter.test.ts

@@ -236,6 +236,216 @@ describe("assistant address lane response runtime adapter", () => {
     expect(String((runtime.response as any).assistant_reply)).toContain("исходящих платежей/списаний");
   });
 
+  it("aligns final route metadata when a business-overview discovery candidate replaces a stale exact reply", () => {
+    const finalizeAddressTurn = vi.fn((input) => ({
+      response: {
+        ok: true,
+        assistant_reply: input.assistantReply,
+        reply_type: input.replyType,
+        debug: input.debug
+      }
+    }));
+
+    const runtime = runAssistantAddressLaneResponseRuntime({
+      sessionId: "asst-business-overview-address",
+      userMessage: "Собери короткий бизнес-итог по компании и отдельно по СВК.",
+      effectiveAddressUserMessage: "Собери короткий бизнес-итог по компании и отдельно по СВК.",
+      addressLane: {
+        handled: true,
+        reply_text: "Контрагент: Группа СВК. Найдено документов: 19.",
+        reply_type: "factual",
+        debug: {
+          detected_intent: "list_documents_by_counterparty",
+          selected_recipe: "address_documents_by_counterparty_v1",
+          response_type: "FACTUAL_LIST"
+        }
+      },
+      llmPreDecomposeMeta: {
+        mcpDiscoveryRuntimeEntryPoint: {
+          schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+          policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
+          entry_status: "bridge_executed",
+          hot_runtime_wired: false,
+          discovery_attempted: true,
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "business_overview",
+              asked_action_family: "broad_evaluation",
+              explicit_organization_scope: "ООО Альтернатива Плюс",
+              explicit_date_scope: "2020",
+              raw_message: "Собери короткий бизнес-итог по компании и отдельно по СВК."
+            },
+            data_need_graph: {
+              business_fact_family: "business_overview",
+              reason_codes: ["data_need_graph_family_business_overview"]
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: true,
+            requires_user_clarification: false,
+            planner: {
+              selected_chain_id: "business_overview"
+            },
+            pilot: {
+              pilot_scope: "business_overview_route_template_v1",
+              derived_business_overview: {
+                period_scope: "2020",
+                incoming_customer_revenue: {
+                  total_amount_human_ru: "47 628 853,03 руб."
+                },
+                outgoing_supplier_payout: {
+                  total_amount_human_ru: "43 763 351,53 руб."
+                },
+                net_amount_human_ru: "3 865 501,50 руб.",
+                net_direction: "net_incoming"
+              }
+            },
+            answer_draft: {
+              answer_mode: "confirmed_with_bounded_inference",
+              headline: "Business overview answer",
+              confirmed_lines: ["Confirmed company business overview facts"],
+              inference_lines: [],
+              unknown_lines: ["Pure profit is not proven"],
+              limitation_lines: [],
+              next_step_line: null
+            }
+          },
+          reason_codes: ["runtime_entry_point_bridge_executed"]
+        }
+      },
+      knownOrganizations: [],
+      activeOrganization: null,
+      sanitizeOutgoingAssistantText: (text) => String(text ?? ""),
+      buildAddressDebugPayload: (debug) => ({ ...(debug as Record<string, unknown>) }),
+      buildAddressFollowupOffer: () => null,
+      mergeKnownOrganizations: (items) => items,
+      toNonEmptyString: (value) => (typeof value === "string" && value.trim() ? value.trim() : null),
+      appendItem: () => {},
+      getSession: () => ({ session_id: "asst-business-overview-address", updated_at: "", items: [], investigation_state: null } as any),
+      persistSession: () => {},
+      cloneConversation: (items) => items,
+      logEvent: () => {},
+      messageIdFactory: () => "msg-business-overview-address",
+      finalizeAddressTurn
+    });
+
+    expect((runtime.response as any).debug).toEqual(
+      expect.objectContaining({
+        mcp_discovery_response_applied: true,
+        detected_intent: "business_overview",
+        selected_recipe: "business_overview",
+        mcp_discovery_effective_response_route: "business_overview"
+      })
+    );
+    expect(String((runtime.response as any).assistant_reply)).toContain("47 628 853,03");
+  });
+
+  it("keeps comparison-scope proof augmentation business-facing for organization clarification", () => {
+    const finalizeAddressTurn = vi.fn((input) => ({
+      response: {
+        ok: true,
+        assistant_reply: input.assistantReply,
+        reply_type: input.replyType,
+        debug: input.debug
+      }
+    }));
+
+    const runtime = runAssistantAddressLaneResponseRuntime({
+      sessionId: "asst-comparison-proof",
+      userMessage: "ООО Альтернатива Плюс",
+      effectiveAddressUserMessage: "ООО Альтернатива Плюс",
+      addressLane: {
+        handled: true,
+        reply_text:
+          "Коротко: по компании Альтернатива Плюс подтвержден company-level денежный срез: входящие 285 819 547,57 руб.",
+        reply_type: "partial_coverage",
+        debug: {}
+      },
+      llmPreDecomposeMeta: {
+        mcpDiscoveryRuntimeEntryPoint: {
+          schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+          policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
+          entry_status: "bridge_executed",
+          hot_runtime_wired: true,
+          discovery_attempted: true,
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "business_overview",
+              business_overview_separate_entity_candidates: ["Группа СВК"],
+              explicit_organization_scope: "Альтернатива Плюс"
+            }
+          },
+          bridge: {
+            bridge_status: "not_applicable",
+            user_facing_response_allowed: false,
+            business_fact_answer_allowed: false,
+            requires_user_clarification: false
+          },
+          reason_codes: []
+        }
+      },
+      knownOrganizations: [],
+      activeOrganization: null,
+      sanitizeOutgoingAssistantText: (text) => String(text ?? ""),
+      buildAddressDebugPayload: () => ({}),
+      buildAddressFollowupOffer: () => null,
+      mergeKnownOrganizations: (items) => items,
+      toNonEmptyString: (value) => (typeof value === "string" && value.trim() ? value.trim() : null),
+      appendItem: () => {},
+      getSession: () =>
+        ({
+          session_id: "asst-comparison-proof",
+          updated_at: "",
+          items: [],
+          investigation_state: null,
+          address_navigation_state: {
+            session_context: {
+              comparison_scope: {
+                organization: { label: "Альтернатива Плюс" },
+                counterparty: { label: "Группа СВК" },
+                proof_bundles: {
+                  counterparty_value_flow_bundle: {
+                    counterparty: "Группа СВК",
+                    incoming_customer_revenue: { total_amount_human_ru: "20 653 490 руб." },
+                    outgoing_supplier_payout: { total_amount_human_ru: "2 129 651 руб." },
+                    net_amount_human_ru: "18 523 839 руб.",
+                    net_direction: "net_incoming"
+                  },
+                  counterparty_document_bundle: {
+                    document_count: 19
+                  }
+                }
+              }
+            }
+          }
+        }) as any,
+      persistSession: () => {},
+      cloneConversation: (items) => items,
+      logEvent: () => {},
+      messageIdFactory: () => "msg-comparison-proof",
+      finalizeAddressTurn
+    });
+
+    const reply = String((runtime.response as any).assistant_reply);
+    expect(reply).toContain("по компании ООО Альтернатива Плюс");
+    expect(reply).toContain("получили 20 653 490 руб.");
+    expect(reply).toContain("документы: 19");
+    expect(reply).not.toContain("company-level");
+    expect(reply).not.toContain("reusable bundle");
+    expect((runtime.response as any).debug.comparison_scope_response_augmentation_v1).toEqual(
+      expect.objectContaining({
+        applied: true,
+        organization: "ООО Альтернатива Плюс",
+        counterparty: "Группа СВК",
+        document_count: 19
+      })
+    );
+  });
+
   it("keeps debug bounded to shadow contracts when optional enrichment is absent", () => {
     const runtime = runAssistantAddressLaneResponseRuntime({
       sessionId: "asst-2",

llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts

@@ -307,6 +307,320 @@ describe("assistant address orchestration runtime adapter", () => {
     );
   });
 
+  it("recovers business overview proof bundles from session history before MCP discovery", async () => {
+    const valueFlowBundle = {
+      counterparty: "Group SVK",
+      incoming_total: 20653490,
+      outgoing_total: 2129651,
+      net_amount: 18523839
+    };
+    const documentBundle = {
+      counterparty: "Group SVK",
+      document_count: 19
+    };
+    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: "Alt Plus",
+      sessionItems: [
+        {
+          role: "assistant",
+          debug: {
+            assistant_mcp_discovery_entry_point_v1: {
+              turn_input: {
+                turn_meaning_ref: {
+                  asked_domain_family: "business_overview",
+                  asked_action_family: "broad_evaluation",
+                  business_overview_separate_entity_candidates: ["Group SVK"],
+                  previous_counterparty_value_flow_bundle: valueFlowBundle,
+                  previous_counterparty_document_bundle: documentBundle,
+                  metadata_scope_hint: "Group SVK"
+                }
+              }
+            }
+          }
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage: "Alt Plus",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: "Alt Plus" },
+          semantics: { anchor_kind: "organization", anchor_value: "Alt Plus" }
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => ({
+        followupContext: {
+          previous_intent: "business_overview",
+          target_intent: "business_overview",
+          previous_discovery_pilot_scope: "business_overview_route_template_v1",
+          previous_discovery_loop_status: "awaiting_clarification",
+          previous_discovery_loop_selected_chain_id: "business_overview",
+          previous_discovery_loop_metadata_scope_hint: "Group SVK",
+          previous_anchor_type: "counterparty",
+          previous_anchor_value: "Group SVK",
+          previous_filters: {}
+        }
+      })),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: true,
+        livingMode: "address_data",
+        livingReason: "address_lane_triggered",
+        toolGateDecision: "run_address_lane",
+        toolGateReason: "followup_context_detected",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_overview",
+            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_bidirectional_value_flow: valueFlowBundle,
+          previous_discovery_document_summary: documentBundle
+        })
+      })
+    );
+  });
+
+  it("recovers business overview proof bundles from previous assistant summary text", 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: "Alt Plus",
+      sessionItems: [
+        {
+          role: "assistant",
+          text:
+            "\u041e\u0442\u0434\u0435\u043b\u044c\u043d\u043e \u043f\u043e \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0443 Group SVK: " +
+            "\u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 20 653 490 \u0440\u0443\u0431., " +
+            "\u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438 2 129 651 \u0440\u0443\u0431., " +
+            "\u0440\u0430\u0441\u0447\u0435\u0442\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e \u0432 \u043d\u0430\u0448\u0443 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 18 523 839 \u0440\u0443\u0431. " +
+            "\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u043f\u043e \u0446\u0435\u043f\u043e\u0447\u043a\u0435: \u043d\u0430\u0439\u0434\u0435\u043d\u043e 19."
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage: "Alt Plus",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: "Alt Plus" }
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => ({
+        followupContext: {
+          previous_intent: "business_overview",
+          target_intent: "business_overview",
+          previous_discovery_pilot_scope: "business_overview_route_template_v1",
+          previous_discovery_loop_selected_chain_id: "business_overview",
+          previous_discovery_loop_metadata_scope_hint: "Group SVK",
+          previous_anchor_type: "counterparty",
+          previous_anchor_value: "Group SVK",
+          previous_filters: {}
+        }
+      })),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: true,
+        livingMode: "address_data",
+        livingReason: "address_lane_triggered",
+        toolGateDecision: "run_address_lane",
+        toolGateReason: "followup_context_detected",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    expect(runMcpDiscoveryRuntimeEntryPoint).toHaveBeenCalledWith(
+      expect.objectContaining({
+        followupContext: expect.objectContaining({
+          previous_discovery_bidirectional_value_flow: expect.objectContaining({
+            counterparty: "Group SVK",
+            incoming_customer_revenue: { total_amount_human_ru: "20 653 490 \u0440\u0443\u0431." },
+            outgoing_supplier_payout: { total_amount_human_ru: "2 129 651 \u0440\u0443\u0431." },
+            net_amount_human_ru: "18 523 839 \u0440\u0443\u0431."
+          }),
+          previous_discovery_document_summary: expect.objectContaining({
+            counterparty: "Group SVK",
+            document_count: 19
+          })
+        })
+      })
+    );
+  });
+
+  it("recovers business overview proof bundles from navigation comparison state", async () => {
+    const valueFlowBundle = {
+      counterparty: "Group SVK",
+      incoming_customer_revenue: { total_amount_human_ru: "20 653 490 руб." },
+      outgoing_supplier_payout: { total_amount_human_ru: "2 129 651 руб." },
+      net_amount_human_ru: "18 523 839 руб."
+    };
+    const documentBundle = { counterparty: "Group SVK", document_count: 19 };
+    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: "Alt Plus",
+      sessionAddressNavigationState: {
+        session_context: {
+          comparison_scope: {
+            organization: null,
+            counterparty: { label: "Group SVK" },
+            proof_bundles: {
+              counterparty_value_flow_bundle: valueFlowBundle,
+              counterparty_document_bundle: documentBundle
+            }
+          }
+        }
+      },
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage: "Alt Plus",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: "Alt Plus" }
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => ({ followupContext: null })),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: true,
+        livingMode: "address_data",
+        livingReason: "address_lane_triggered",
+        toolGateDecision: "run_address_lane",
+        toolGateReason: "followup_context_detected",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    expect(runMcpDiscoveryRuntimeEntryPoint).toHaveBeenCalledWith(
+      expect.objectContaining({
+        followupContext: expect.objectContaining({
+          previous_discovery_loop_selected_chain_id: "business_overview",
+          previous_discovery_loop_pending_axes: ["organization"],
+          previous_discovery_loop_metadata_scope_hint: "Group SVK",
+          previous_discovery_bidirectional_value_flow: valueFlowBundle,
+          previous_discovery_document_summary: documentBundle
+        })
+      })
+    );
+  });
+
+  it("does not infer a counterparty proof bundle from company-only overview totals", 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: "who brought money",
+      sessionItems: [
+        {
+          role: "assistant",
+          text:
+            "Деньги: входящие 47 628 853,03 руб., исходящие 43 763 351,53 руб., расчетное операционное нетто 3 865 501,50 руб.\n" +
+            "НДС: продажи 2 002 138,93 руб., покупки 1 784 850,48 руб., НДС к уплате 217 288,45 руб."
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage: "who brought money",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: "Alt Plus" }
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => ({
+        followupContext: {
+          previous_intent: "business_overview",
+          target_intent: "business_overview",
+          previous_discovery_pilot_scope: "business_overview_route_template_v1",
+          previous_discovery_loop_selected_chain_id: "business_overview",
+          previous_filters: { organization: "Alt Plus" }
+        }
+      })),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: true,
+        livingMode: "address_data",
+        livingReason: "address_lane_triggered",
+        toolGateDecision: "run_address_lane",
+        toolGateReason: "followup_context_detected",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    const call = runMcpDiscoveryRuntimeEntryPoint.mock.calls[0]?.[0] as any;
+    expect(call.followupContext.previous_discovery_bidirectional_value_flow).toBeUndefined();
+    expect(call.followupContext.previous_discovery_document_summary).toBeUndefined();
+  });
+
   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",

llm_normalizer/backend/tests/assistantLivingChatRuntimeAdapter.test.ts

@@ -176,6 +176,31 @@ describe("assistant living chat runtime adapter", () => {
     expect(executeLlmChat).toHaveBeenCalledTimes(1);
   });
 
+  it("handles first-turn smalltalk deterministically without relying on LLM", async () => {
+    const resolveDataScopeProbe = vi.fn(async () => ({
+      status: "resolved",
+      channel: "default",
+      organizations: [],
+      error: null
+    }));
+    const input = buildRuntimeInput({
+      userMessage: "приветик - че как там дела",
+      resolveDataScopeProbe,
+      buildAssistantProactiveOrganizationOfferReply: () => ""
+    });
+
+    const output = await runAssistantLivingChatRuntime(input);
+
+    expect(output.handled).toBe(true);
+    expect(output.chatText).toContain("Привет! Всё нормально.");
+    expect(output.chatText).not.toContain("llm-text");
+    expect(output.debug?.living_chat_response_source).toBe("deterministic_smalltalk");
+    expect(output.debug?.living_chat_proactive_scope_offer_applied).toBe(false);
+    expect(output.debug?.living_chat_data_scope_probe_org_count).toBe(0);
+    expect(input.__spies.executeLlmChat).not.toHaveBeenCalled();
+    expect(resolveDataScopeProbe).toHaveBeenCalledTimes(1);
+  });
+
   it("builds deterministic broad business evaluation summary from grounded continuity instead of replaying lifecycle noise", async () => {
     const executeLlmChat = vi.fn(async () => "raw-llm");
     const input = buildRuntimeInput({
@@ -438,6 +463,7 @@ describe("assistant living chat runtime adapter", () => {
       "ООО Лайсвуд",
       "РАЙМ"
     ]);
+    expect(input.__spies.executeLlmChat).not.toHaveBeenCalled();
   });
 
   it("does not add proactive organization offer after the session already has assistant context", async () => {

llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts

@@ -475,6 +475,7 @@ describe("assistant MCP discovery response candidate", () => {
             effective_message:
               "Дать краткий обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто и банковскую границу.",
             explicit_organization_scope: "ООО Альтернатива Плюс"
+            ,asked_action_family: "broad_evaluation"
           },
           data_need_graph: {
             business_fact_family: "business_overview",
@@ -778,6 +779,199 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("wide overview");
   });
 
+  it("keeps broad overview layers when direct-money reason is present", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020 год: деньги, нетто, НДС, долги, склад, клиенты, поставщики и что нельзя утверждать.",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "47 628 853,03 руб."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "43 763 351,53 руб."
+              },
+              net_amount_human_ru: "3 865 501,50 руб.",
+              net_direction: "net_incoming",
+              top_customers: [
+                {
+                  axis_value: "СБЕРБАНК, ПАО",
+                  total_amount_human_ru: "12 792 194,31 руб.",
+                  is_likely_financial_institution: true
+                },
+                {
+                  axis_value: "Группа СВК",
+                  total_amount_human_ru: "12 093 465 руб."
+                }
+              ],
+              top_suppliers: [
+                {
+                  axis_value: "Департамент капитального ремонта города Москвы",
+                  total_amount_human_ru: "9 612 904,90 руб."
+                }
+              ],
+              tax_position: {
+                sales_vat_amount_human_ru: "2 717 288,45 руб.",
+                purchase_vat_amount_human_ru: "2 500 000 руб.",
+                net_vat_amount_human_ru: "217 288,45 руб.",
+                net_vat_direction: "vat_to_pay"
+              },
+              debt_position: {
+                receivables: { total_amount_human_ru: "25 000 000 руб." },
+                payables: { total_amount_human_ru: "3 318 824,40 руб." },
+                net_debt_position_amount_human_ru: "21 681 175,60 руб.",
+                net_debt_position_direction: "net_receivable"
+              },
+              inventory_position: {
+                total_amount_human_ru: "716 418,33 руб.",
+                rows_matched: 34
+              }
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "wide overview should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("Что видно:");
+    expect(candidate.reply_text).toContain("НДС:");
+    expect(candidate.reply_text).toContain("Долги:");
+    expect(candidate.reply_text).toContain("Склад:");
+    expect(candidate.reply_text).toContain("Группа СВК");
+    expect(candidate.reply_text).not.toContain("по деньгам плюс");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
+  it("keeps counterparty leaders for money followups instead of compact cashflow", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "Раскрой деньги подробнее: сколько получили, сколько заплатили, какой чистый денежный поток, кто главный клиент и главный поставщик в 2020.",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "47 628 853,03 руб."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "43 763 351,53 руб."
+              },
+              net_amount_human_ru: "3 865 501,50 руб.",
+              net_direction: "net_incoming",
+              top_customers: [
+                {
+                  axis_value: "СБЕРБАНК, ПАО",
+                  total_amount_human_ru: "12 792 194,31 руб.",
+                  is_likely_financial_institution: true
+                },
+                {
+                  axis_value: "Группа СВК",
+                  total_amount_human_ru: "12 093 465 руб."
+                }
+              ],
+              top_suppliers: [
+                {
+                  axis_value: "Департамент капитального ремонта города Москвы",
+                  total_amount_human_ru: "9 612 904,90 руб."
+                }
+              ],
+              tax_position: {
+                net_vat_amount_human_ru: "217 288,45 руб.",
+                net_vat_direction: "vat_to_pay"
+              },
+              debt_position: {
+                receivables: { total_amount_human_ru: "25 000 000 руб." },
+                payables: { total_amount_human_ru: "3 318 824,40 руб." },
+                net_debt_position_amount_human_ru: "21 681 175,60 руб.",
+                net_debt_position_direction: "net_receivable"
+              },
+              inventory_position: {
+                total_amount_human_ru: "716 418,33 руб.",
+                rows_matched: 34
+              }
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "wide overview should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("47 628 853,03");
+    expect(candidate.reply_text).toContain("43 763 351,53");
+    expect(candidate.reply_text).toContain("3 865 501,50");
+    expect(candidate.reply_text).toContain("СБЕРБАНК, ПАО");
+    expect(candidate.reply_text).toContain("Группа СВК");
+    expect(candidate.reply_text).toContain("Департамент капитального ремонта города Москвы");
+    expect(candidate.reply_text).not.toContain("по деньгам плюс");
+    expect(candidate.reply_text).not.toContain("НДС:");
+    expect(candidate.reply_text).not.toContain("Склад:");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
   it("labels organization-scoped bidirectional value-flow continuations as company scope", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -902,6 +1096,83 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("Самый крупный подтвержденный клиент");
   });
 
+  it("answers colloquial money leader follow-ups with leaders first", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message:
+              "А по деньгам в этом же году кто больше всего занес и кому больше всего ушло? Банк не называй обычным клиентом без оговорки.",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс",
+            explicit_date_scope: "2020"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: "top_desc",
+            reason_codes: [
+              "data_need_graph_family_business_overview",
+              "data_need_graph_business_overview_direct_money_answer"
+            ]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "2020",
+              incoming_customer_revenue: { total_amount_human_ru: "47 628 853,03 руб." },
+              outgoing_supplier_payout: { total_amount_human_ru: "43 763 351,53 руб." },
+              net_amount_human_ru: "3 865 501,50 руб.",
+              net_direction: "net_incoming",
+              top_customers: [
+                {
+                  axis_value: "СБЕРБАНК, ПАО",
+                  total_amount_human_ru: "12 792 194,31 руб.",
+                  counterparty_role_hint: "financial_institution"
+                },
+                {
+                  axis_value: "Группа СВК",
+                  total_amount_human_ru: "12 093 465 руб.",
+                  counterparty_role_hint: "ordinary_counterparty"
+                }
+              ],
+              top_suppliers: [
+                {
+                  axis_value: "Департамент капитального ремонта города Москвы.",
+                  total_amount_human_ru: "9 612 904,90 руб."
+                }
+              ],
+              yearly_breakdown: []
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "Company summary.",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    const firstLine = candidate.reply_text?.split("\n")[0] ?? "";
+    expect(firstLine).toContain("больше всего занес СБЕРБАНК, ПАО");
+    expect(firstLine).toContain("не называю его обычной клиентской выручкой");
+    expect(firstLine).toContain("крупнейший небанковский входящий контрагент: Группа СВК");
+    expect(firstLine).toContain("больше всего ушло Департамент капитального ремонта города Москвы.");
+    expect(firstLine).not.toContain("выглядит как бизнес");
+  });
+
   it("mentions separate counterparty scope in company plus counterparty business summaries", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -1107,6 +1378,128 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).toContain("ранее подтвержденный контрагентский срез");
   });
 
+  it("answers selected counterparty boundary summaries from previous bundles without asking for organization", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation",
+            business_overview_separate_entity_candidates: ["Группа СВК"],
+            previous_counterparty_value_flow_bundle: {
+              counterparty: "Группа СВК",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "20 653 490 руб.",
+                rows_with_amount: 26,
+                rows_matched: 26
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "2 129 651 руб.",
+                rows_with_amount: 1,
+                rows_matched: 1
+              },
+              net_amount_human_ru: "18 523 839 руб.",
+              net_direction: "net_incoming"
+            },
+            previous_counterparty_document_bundle: {
+              counterparty: "Группа СВК",
+              document_count: 19
+            }
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            subject_candidates: [],
+            clarification_gaps: ["organization"],
+            reason_codes: ["data_need_graph_family_business_overview", "data_need_graph_has_clarification_gaps"]
+          }
+        },
+        bridge: {
+          bridge_status: "needs_clarification",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: false,
+          requires_user_clarification: true,
+          answer_draft: {
+            answer_mode: "needs_clarification",
+            headline: "Нужно уточнить контекст перед поиском в 1С.",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: "Уточните организацию."
+          }
+        }
+      })
+    );
+
+    expect(candidate.candidate_status).toBe("clarification_candidate");
+    expect(candidate.reply_text).toContain("уточните, по какой компании");
+    expect(candidate.reply_text).toContain("Группа СВК");
+    expect(candidate.reply_text).toContain("20 653 490 руб.");
+    expect(candidate.reply_text).toContain("документы по цепочке: найдено 19");
+    expect(candidate.reply_text).toContain("Нельзя утверждать");
+    expect(candidate.reply_text).not.toContain("перед поиском");
+  });
+
+  it("keeps organization clarification boundary summaries compact", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message: "ООО Альтернатива Плюс",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation",
+            business_overview_separate_entity_candidates: ["Группа СВК"],
+            explicit_organization_scope: "Альтернатива Плюс"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            subject_candidates: [],
+            metadata_scope_hint: "Группа СВК",
+            reason_codes: ["data_need_graph_family_business_overview"]
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          user_facing_response_allowed: true,
+          business_fact_answer_allowed: true,
+          requires_user_clarification: false,
+          pilot: {
+            pilot_scope: "business_overview_route_template_v1",
+            derived_business_overview: {
+              period_scope: "all_time",
+              incoming_customer_revenue: { total_amount_human_ru: "285 819 547,57 руб." },
+              outgoing_supplier_payout: { total_amount_human_ru: "137 963 720,37 руб." },
+              net_amount_human_ru: "147 855 827,20 руб.",
+              net_direction: "net_incoming",
+              top_customers: [{ axis_value: "Комитет государственных услуг г. Москвы", total_amount_human_ru: "133 839 880,82 руб." }],
+              top_suppliers: [{ axis_value: "ГТК-Интер, ООО", total_amount_human_ru: "44 943 460 руб." }]
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "Company summary.",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    const lines = candidate.reply_text?.split("\n").filter(Boolean) ?? [];
+    expect(lines.length).toBeLessThanOrEqual(3);
+    expect(lines[0]).toContain("по компании Альтернатива Плюс");
+    expect(lines[0]).toContain("285 819 547,57");
+    expect(candidate.reply_text).toContain("Отдельно по выбранному контрагенту Группа СВК");
+    expect(candidate.reply_text).toContain("Нельзя утверждать");
+    expect(candidate.reply_text).not.toContain("Метод:");
+    expect(candidate.reply_text).not.toContain("Для ответа именно про чистую прибыль");
+  });
+
   it("localizes value-flow evidence without leaking pilot mechanics", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -310,6 +310,67 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_matched_factual_address_reply");
   });
 
+  it("overrides exact document-list replies for explicit counterparty received-paid-net questions", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply: "Контрагент: Группа СВК. Найдено документов: 19.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "factual",
+      addressRuntimeMeta: {
+        detected_intent: "list_documents_by_counterparty",
+        selected_recipe: "address_documents_by_counterparty_v1",
+        mcp_call_status: "matched_non_empty",
+        truth_mode: "confirmed",
+        capability_binding_status: "bound",
+        capability_binding_violations: [],
+        answer_shape_contract: {
+          reply_type: "factual",
+          capability_contract_id: "documents_drilldown"
+        },
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            data_need_graph: {
+              business_fact_family: "value_flow",
+              subject_candidates: ["Группа СВК"],
+              reason_codes: ["data_need_graph_built", "data_need_graph_bidirectional_value_flow"]
+            },
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "net_value_flow",
+              explicit_entity_candidates: ["Группа СВК"],
+              unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting"
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: true,
+            requires_user_clarification: false,
+            answer_draft: {
+              answer_mode: "confirmed_with_bounded_inference",
+              headline: "Группа СВК: получили 20 653 490 руб., заплатили 2 129 651 руб.; нетто 18 523 839 руб. в нашу сторону.",
+              confirmed_lines: ["получили 20 653 490 руб.; заплатили 2 129 651 руб.; нетто 18 523 839 руб."],
+              inference_lines: [],
+              unknown_lines: [],
+              limitation_lines: ["Это денежный срез, не бухгалтерская прибыль."],
+              next_step_line: null
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.decision).toBe("apply_candidate");
+    expect(result.reply_source).toBe("mcp_discovery_response_candidate_guarded");
+    expect(result.reply_text).toContain("20 653 490");
+    expect(result.reply_text).toContain("2 129 651");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_value_flow_action_conflict_allows_candidate_override");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_semantic_conflict_allows_candidate_override");
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_document_list_address_reply");
+  });
+
   it("keeps exact matched inventory address replies over stale metadata discovery candidates", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "По товару Шкаф картотечный 1000*400*2100 цепочка поставки и продажи подтверждена.",

llm_normalizer/backend/tests/assistantMcpDiscoveryRuntimeBridge.test.ts

@@ -328,8 +328,17 @@ describe("assistant MCP discovery runtime bridge", () => {
     });
 
     expect(result.bridge_status).toBe("answer_draft_ready");
+    expect(result.hot_runtime_wired).toBe(true);
     expect(result.business_fact_answer_allowed).toBe(true);
     expect(result.planner.selected_chain_id).toBe("value_flow_comparison");
+    expect(result.hot_runtime_wired).toBe(true);
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "ready_for_guarded_response",
+      selected_chain_id: "value_flow_comparison",
+      allowed_hot_chain: true,
+      can_use_guarded_response: true
+    });
+    expect(result.reason_codes).toContain("runtime_bridge_wired_to_guarded_hot_assistant_answer");
     expect(result.pilot.derived_bidirectional_value_flow).toMatchObject({
       period_scope: "2020",
       incoming_customer_revenue: {
@@ -389,6 +398,14 @@ describe("assistant MCP discovery runtime bridge", () => {
     expect(result.requires_user_clarification).toBe(false);
     expect(result.business_fact_answer_allowed).toBe(true);
     expect(result.planner.selected_chain_id).toBe("value_flow_comparison");
+    expect(result.hot_runtime_wired).toBe(true);
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "ready_for_guarded_response",
+      selected_chain_id: "value_flow_comparison",
+      allowed_hot_chain: true,
+      can_use_guarded_response: true
+    });
+    expect(result.reason_codes).toContain("runtime_bridge_wired_to_guarded_hot_assistant_answer");
     expect(result.planner.required_axes).toContain("all_time_scope");
     expect(result.pilot.mcp_execution_performed).toBe(true);
     expect(result.pilot.derived_bidirectional_value_flow).toMatchObject({
@@ -581,6 +598,11 @@ describe("assistant MCP discovery runtime bridge", () => {
       executable_now: true,
       enablement_reason: null
     });
+    expect(result.execution_handoff).toMatchObject({
+      handoff_status: "ready_for_guarded_response",
+      allowed_hot_chain: true,
+      can_use_guarded_response: true
+    });
     expect(result.pilot.derived_business_overview?.inventory_quality_events?.evidence_status).toBe(
       "reviewed_no_quality_events_found"
     );

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts

@@ -166,6 +166,34 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).toContain("mcp_discovery_bidirectional_value_flow_signal_detected");
   });
 
+  it("normalizes role-prefixed counterparty carryover before document discovery", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "Покажи документы по этой цепочке и не смешивай Группа СВК с организацией ООО Альтернатива Плюс.",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty",
+        asked_action_family: "list_documents",
+        explicit_intent_candidate: "list_documents_by_counterparty"
+      },
+      predecomposeContract: {
+        entities: { counterparty: null, organization: null },
+        period: { scope: "unspecified", period_from: null, period_to: null }
+      },
+      followupContext: {
+        previous_intent: "customer_revenue_and_payments",
+        target_intent: "list_documents_by_counterparty",
+        previous_discovery_pilot_scope: "counterparty_bidirectional_value_flow_query_movements_v1",
+        previous_discovery_loop_metadata_scope_hint: "контрагенту группа свк",
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: "контрагенту группа свк",
+        previous_filters: { counterparty: "контрагенту группа свк" }
+      }
+    });
+
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toEqual(["группа свк"]);
+    expect(result.turn_meaning_ref?.metadata_scope_hint).toBe("группа свк");
+    expect(result.data_need_graph?.subject_candidates).toEqual(["группа свк"]);
+  });
+
   it("extracts compact scoped counterparty from net follow-up wording when LLM entities are empty", () => {
     const orgName = "ООО Альтернатива Плюс";
     const result = buildAssistantMcpDiscoveryTurnInput({
@@ -1653,6 +1681,7 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.should_run_discovery).toBe(true);
     expect(result.semantic_data_need).toBe("business overview evidence with bounded analyst interpretation");
     expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.subject_candidates).toEqual([]);
     expect(result.data_need_graph?.time_scope_need).toBe("all_time_scope");
     expect(result.data_need_graph?.clarification_gaps).toEqual([]);
     expect(result.turn_meaning_ref).toMatchObject({
@@ -1699,6 +1728,22 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_value_flow_signal_detected");
   });
 
+  it("routes colloquial multi-surface company overview into business overview over exact VAT", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u041f\u043e-\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438 \u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441 \u0437\u0430 2020: \u0447\u0442\u043e \u043f\u043e \u0431\u0438\u0437\u043d\u0435\u0441\u0443 \u0432\u0438\u0434\u043d\u043e \u0432 1\u0421 \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c, \u041d\u0414\u0421, \u0434\u043e\u043b\u0433\u0430\u043c, \u0441\u043a\u043b\u0430\u0434\u0443, \u043a\u043b\u0438\u0435\u043d\u0442\u0430\u043c/\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\u0430\u043c \u0438 \u0433\u0434\u0435 \u043f\u043e\u043a\u0430 \u043d\u0435\u043b\u044c\u0437\u044f \u0434\u0435\u043b\u0430\u0442\u044c \u0432\u044b\u0432\u043e\u0434?",
+      assistantTurnMeaning: {
+        explicit_intent_candidate: "vat_liability_confirmed_for_tax_period",
+        explicit_organization_scope: "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441"
+      }
+    });
+
+    expect(result.semantic_data_need).toBe("business overview evidence with bounded analyst interpretation");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.turn_meaning_ref?.asked_action_family).toBe("broad_evaluation");
+    expect(result.turn_meaning_ref?.explicit_intent_candidate).toBeUndefined();
+  });
+
   it("keeps explicit year out of the organization scope for raw business overview wording", () => {
     const result = buildAssistantMcpDiscoveryTurnInput({
       userMessage:
@@ -1789,6 +1834,36 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_predecompose");
   });
 
+  it("keeps previous organization scope when all-time business overview says company in general", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "Теперь за все доступное время дай обзор компании в целом, но не тащи НДС за 2020 как подтвержденную общую налоговую позицию.",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "broad_evaluation",
+        explicit_organization_scope: "в целом",
+        unsupported_but_understood_family: "broad_business_evaluation",
+        stale_replay_forbidden: true
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_discovery_loop_provided_axes: ["organization"],
+        previous_filters: {
+          organization: "ООО Альтернатива Плюс",
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.time_scope_need).toBe("all_time_scope");
+    expect(result.turn_meaning_ref?.explicit_organization_scope).toBe("ООО Альтернатива Плюс");
+    expect(result.reason_codes).toContain("mcp_discovery_all_time_scope_signal_detected");
+    expect(result.reason_codes).not.toContain("mcp_discovery_organization_scope_from_semantic_text");
+  });
+
   it("grounds organization aliases from known organizations for clean-session earnings questions", () => {
     const result = buildAssistantMcpDiscoveryTurnInput({
       userMessage: "скока денег альтернатива заработала за 20 год?",
@@ -3690,6 +3765,135 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_not_applicable_for_supported_exact_turn");
   });
 
+  it("routes brief compare boundary wording to business overview without implicit current date", () => {
+    const today = new Date().toISOString().slice(0, 10);
+    const orgName =
+      "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const counterpartyName = "\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a";
+    const valueFlowBundle = {
+      counterparty: counterpartyName,
+      incoming_total: 20653490,
+      outgoing_total: 2129651,
+      net_amount: 18523839
+    };
+    const documentBundle = {
+      counterparty: counterpartyName,
+      document_count: 19
+    };
+
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0418 \u043a\u043e\u0440\u043e\u0442\u043a\u043e \u0441\u0440\u0430\u0432\u043d\u0438: \u0447\u0442\u043e \u0443 \u043d\u0430\u0441 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043e \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0447\u0442\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e \u043f\u043e \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u043c\u0443 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0443, \u0438 \u043a\u0430\u043a\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u044b \u043d\u0435\u043b\u044c\u0437\u044f \u0434\u0435\u043b\u0430\u0442\u044c?",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty_value",
+        asked_action_family: "turnover",
+        explicit_intent_candidate: "list_documents_by_counterparty",
+        explicit_entity_candidates: ["\u043d\u0430\u0441 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043e"]
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "counterparty_document_evidence_query_documents_v1",
+        previous_intent: "list_documents_by_counterparty",
+        target_intent: "list_documents_by_counterparty",
+        previous_filters: {
+          organization: orgName,
+          counterparty: counterpartyName,
+          as_of_date: today
+        },
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: counterpartyName,
+        previous_discovery_bidirectional_value_flow: valueFlowBundle,
+        previous_discovery_document_summary: documentBundle
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("business overview evidence with bounded analyst interpretation");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.subject_candidates).toEqual([]);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      business_overview_separate_entity_candidates: [counterpartyName],
+      previous_counterparty_value_flow_bundle: valueFlowBundle,
+      previous_counterparty_document_bundle: documentBundle,
+      explicit_organization_scope: orgName,
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBeUndefined();
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_business_overview_preserved_explicit_counterparty_summary_scope"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_raw_scope");
+  });
+
+  it("continues business overview organization clarification without current-date reset", () => {
+    const today = new Date().toISOString().slice(0, 10);
+    const orgName = "ООО Альтернатива Плюс";
+    const counterpartyName = "Группа СВК";
+    const valueFlowBundle = {
+      counterparty: counterpartyName,
+      incoming_total: 20653490,
+      outgoing_total: 2129651,
+      net_amount: 18523839
+    };
+    const documentBundle = {
+      counterparty: counterpartyName,
+      document_count: 19
+    };
+
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: orgName,
+      assistantTurnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "broad_evaluation",
+        explicit_date_scope: today,
+        stale_replay_forbidden: true
+      },
+      predecomposeContract: {
+        entities: { organization: orgName },
+        period: { as_of_date: today }
+      },
+      followupContext: {
+        previous_discovery_loop_status: "awaiting_clarification",
+        previous_discovery_loop_selected_chain_id: "business_overview",
+        previous_discovery_loop_pending_axes: ["organization"],
+        previous_discovery_loop_provided_axes: ["all_time_scope", "metadata_scope"],
+        previous_discovery_loop_asked_domain_family: "business_overview",
+        previous_discovery_loop_asked_action_family: "broad_evaluation",
+        previous_discovery_loop_unsupported_family: "broad_business_evaluation",
+        previous_discovery_loop_metadata_scope_hint: counterpartyName,
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: counterpartyName,
+        previous_discovery_bidirectional_value_flow: valueFlowBundle,
+        previous_discovery_document_summary: documentBundle
+      }
+    });
+
+    expect(result.source_signal).toBe("assistant_turn_meaning");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.time_scope_need).toBe("all_time_scope");
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      business_overview_separate_entity_candidates: [counterpartyName],
+      previous_counterparty_value_flow_bundle: valueFlowBundle,
+      previous_counterparty_document_bundle: documentBundle,
+      explicit_organization_scope: orgName,
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBeUndefined();
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.reason_codes).toContain("mcp_discovery_all_time_scope_from_followup_context");
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_business_overview_preserved_explicit_counterparty_summary_scope"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_date_scope_from_followup_context");
+  });
+
   it("preserves explicit counterparty scope for company plus counterparty business summaries", () => {
     const orgName = "ООО Альтернатива Плюс";
     const counterpartyName = "Группа СВК";

llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts

@@ -339,6 +339,71 @@ describe("assistantTransitionPolicy", () => {
     expect(carryover?.followupContext?.previous_anchor_value).toBe("Workstation Focus");
   });
 
+  it("keeps selected counterparty document follow-up through stale discovery guard", () => {
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: () => ({
+        text: "Confirmed value-flow profile for SVK Group.",
+        debug: {
+          detected_intent: "customer_revenue_and_payments",
+          extracted_filters: {
+            organization: "ACME",
+            period_from: "2017-01-01",
+            period_to: "2017-12-31"
+          },
+          assistant_mcp_discovery_entry_point_v1: {
+            bridge: {
+              loop_state: {
+                selected_chain_id: "value_flow_comparison"
+              }
+            }
+          }
+        }
+      }),
+      resolveAssistantTurnMeaning: () => ({
+        stale_replay_forbidden: true,
+        explicit_intent_candidate: "list_documents_by_counterparty"
+      }),
+      resolveAddressIntent: () => ({ intent: "list_documents_by_counterparty" }),
+      resolveAddressIntentFamily: (intent: unknown) =>
+        ["customer_revenue_and_payments", "list_documents_by_counterparty"].includes(String(intent ?? ""))
+          ? "counterparty"
+          : toNonEmptyString(intent),
+      hasAddressFollowupContextSignal: () => false,
+      hasReferentialPointer: () => false,
+      findRecentInventoryRootFrame: () => null,
+      findRecentAddressFilterValue: () => null
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      "Show docs for selected counterparty",
+      [],
+      null,
+      {
+        predecomposeContract: {
+          intent: "list_documents_by_counterparty"
+        }
+      },
+      {
+        session_context: {
+          active_focus_object: {
+            object_type: "counterparty",
+            label: "SVK Group"
+          }
+        }
+      }
+    );
+
+    expect(carryover?.followupContext?.target_intent).toBe("list_documents_by_counterparty");
+    expect(carryover?.followupContext?.previous_anchor_type).toBe("counterparty");
+    expect(carryover?.followupContext?.previous_anchor_value).toBe("SVK Group");
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
+      organization: "ACME",
+      counterparty: "SVK Group",
+      period_from: "2017-01-01",
+      period_to: "2017-12-31"
+    });
+  });
+
   it("hydrates follow-up organization from shared assistant authority when local history filters are empty", () => {
     const policy = buildPolicy({
       findLastAddressAssistantItem: () => ({
@@ -1628,6 +1693,164 @@ describe("assistantTransitionPolicy", () => {
     expect(carryover?.followupContext?.target_intent).toBe("customer_revenue_and_payments");
   });
 
+  it("carries selected counterparty proof bundles through business overview organization clarification", () => {
+    const orgName = "ООО Альтернатива Плюс";
+    const counterpartyName = "Группа СВК";
+    const valueFlowBundle = {
+      counterparty: counterpartyName,
+      incoming_total: 20653490,
+      outgoing_total: 2129651,
+      net_amount: 18523839
+    };
+    const documentBundle = {
+      counterparty: counterpartyName,
+      document_count: 19
+    };
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: () => ({
+        role: "assistant",
+        text: "Коротко: уточните, по какой компании/организации сравнить выбранного контрагента Группа СВК.",
+        debug: {
+          execution_lane: "living_chat",
+          detected_intent: "business_overview",
+          mcp_discovery_response_applied: true,
+          assistant_mcp_discovery_entry_point_v1: {
+            schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+            entry_status: "bridge_executed",
+            turn_input: {
+              turn_meaning_ref: {
+                asked_domain_family: "business_overview",
+                asked_action_family: "broad_evaluation",
+                business_overview_separate_entity_candidates: [counterpartyName],
+                previous_counterparty_value_flow_bundle: valueFlowBundle,
+                previous_counterparty_document_bundle: documentBundle,
+                metadata_scope_hint: counterpartyName,
+                unsupported_but_understood_family: "broad_business_evaluation",
+                stale_replay_forbidden: true
+              }
+            },
+            bridge: {
+              bridge_status: "needs_clarification",
+              business_fact_answer_allowed: false,
+              pilot: {
+                pilot_scope: "business_overview_route_template_v1"
+              },
+              loop_state: {
+                schema_version: "assistant_mcp_discovery_loop_state_v1",
+                loop_status: "awaiting_clarification",
+                selected_chain_id: "business_overview",
+                pilot_scope: "business_overview_route_template_v1",
+                asked_domain_family: "business_overview",
+                asked_action_family: "broad_evaluation",
+                unsupported_but_understood_family: "broad_business_evaluation",
+                pending_axes: ["organization"],
+                provided_axes: ["all_time_scope", "metadata_scope"],
+                metadata_scope_hint: counterpartyName
+              }
+            }
+          }
+        }
+      }),
+      resolveOrganizationSelectionFromMessage: (message: string) =>
+        String(message ?? "").includes("Альтернатива") ? orgName : null,
+      hasAddressFollowupContextSignal: () => false
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      orgName,
+      [],
+      null,
+      {
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: orgName },
+          semantics: { anchor_kind: "organization", anchor_value: orgName }
+        }
+      },
+      null
+    );
+
+    expect(carryover?.followupContext?.previous_discovery_loop_status).toBe("awaiting_clarification");
+    expect(carryover?.followupContext?.previous_discovery_loop_selected_chain_id).toBe("business_overview");
+    expect(carryover?.followupContext?.previous_discovery_loop_provided_axes).toEqual([
+      "all_time_scope",
+      "metadata_scope"
+    ]);
+    expect(carryover?.followupContext?.previous_discovery_loop_metadata_scope_hint).toBe(counterpartyName);
+    expect(carryover?.followupContext?.previous_discovery_bidirectional_value_flow).toEqual(valueFlowBundle);
+    expect(carryover?.followupContext?.previous_discovery_document_summary).toEqual(documentBundle);
+  });
+
+  it("recovers selected counterparty proof bundles from prior boundary-summary text", () => {
+    const orgName = "ООО Альтернатива Плюс";
+    const counterpartyName = "Группа СВК";
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: () => ({
+        role: "assistant",
+        text:
+          "Коротко: уточните, по какой компании/организации сравнить выбранного контрагента Группа СВК.\n" +
+          "Отдельно по контрагенту Группа СВК: подтверждено получили 20 653 490 руб., заплатили 2 129 651 руб., расчетное нетто в нашу сторону 18 523 839 руб. Основа: проверенные входящие платежи и исходящие платежи и документы по цепочке: найдено 19.",
+        debug: {
+          execution_lane: "living_chat",
+          detected_intent: "business_overview",
+          mcp_discovery_response_applied: true,
+          assistant_mcp_discovery_entry_point_v1: {
+            schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+            entry_status: "bridge_executed",
+            bridge: {
+              bridge_status: "needs_clarification",
+              business_fact_answer_allowed: false,
+              pilot: {
+                pilot_scope: "business_overview_route_template_v1"
+              },
+              loop_state: {
+                schema_version: "assistant_mcp_discovery_loop_state_v1",
+                loop_status: "awaiting_clarification",
+                selected_chain_id: "business_overview",
+                pilot_scope: "business_overview_route_template_v1",
+                asked_domain_family: "business_overview",
+                asked_action_family: "broad_evaluation",
+                pending_axes: ["organization"],
+                provided_axes: ["all_time_scope", "metadata_scope"],
+                metadata_scope_hint: counterpartyName
+              }
+            }
+          }
+        }
+      }),
+      resolveOrganizationSelectionFromMessage: (message: string) =>
+        String(message ?? "").includes("Альтернатива") ? orgName : null,
+      hasAddressFollowupContextSignal: () => false
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      orgName,
+      [],
+      null,
+      {
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: orgName },
+          semantics: { anchor_kind: "organization", anchor_value: orgName }
+        }
+      },
+      null
+    );
+
+    expect(carryover?.followupContext?.previous_discovery_bidirectional_value_flow).toMatchObject({
+      counterparty: counterpartyName,
+      incoming_customer_revenue: { total_amount_human_ru: "20 653 490 руб." },
+      outgoing_supplier_payout: { total_amount_human_ru: "2 129 651 руб." },
+      net_amount_human_ru: "18 523 839 руб."
+    });
+    expect(carryover?.followupContext?.previous_discovery_document_summary).toMatchObject({
+      counterparty: counterpartyName,
+      document_count: 19
+    });
+  });
+
   it("carries grounded metadata downstream route hints into followup context", () => {
     const policy = buildPolicy({
       findLastAddressAssistantItem: () => null,

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260424140630_gen-ag04241406-abe4d8.json

@@ -1,353 +0,0 @@
-{
-  "saved_at": "2026-04-24T14:06:30+00:00",
-  "generation_id": "gen-ag04241406-abe4d8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Post-F cross-stage semantic integrity canary",
-  "agent_run": true,
-  "questions": [
-    "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
-    "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
-    "За 2020 год.",
-    "А теперь по документам?",
-    "А теперь за 2021 год?",
-    "А теперь за все время?",
-    "С НДС закончили. Новая тема: покажи документы по Жуковке 51.",
-    "Хорошо, а теперь платежи по нему тоже покажи.",
-    "А по нему договоры?",
-    "А по нему документы?",
-    "А за 2021?",
-    "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?",
-    "По ООО Альтернатива Плюс.",
-    "Понял, тогда за все время.",
-    "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
-    "И кто больше всего принес денег этой организации в 2020 году?",
-    "А в 2021 году?",
-    "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК.",
-    "Сколько получили по нему за 2020 год?",
-    "А теперь сколько заплатили?",
-    "А какое нетто?",
-    "А по документам?",
-    "А по движениям?",
-    "А теперь тот же смысл за 2021 год."
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "cross-stage canary: VAT metadata, numeric counterparty suffix, open organization value-flow, SVK grounded reset",
-    "architecture_phase": "Post-F Semantic Integrity Hardening",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_cross_stage_canary_agent_20260424.json",
-    "scenario_id": "address_truth_harness_post_f_cross_stage_canary_agent_20260424",
-    "semantic_tags": [
-      "account_injection_guard",
-      "all_time_followup",
-      "bidirectional_value_flow",
-      "clarification_resume",
-      "contracts_followup",
-      "counterparty_pronoun_resolution",
-      "cross_stage_canary",
-      "document_lane_continuity",
-      "document_pivot_after_movement",
-      "documents_followup",
-      "documents_pivot",
-      "grounded_counterparty",
-      "incoming_value_flow",
-      "legacy_phase39",
-      "legacy_phase64",
-      "legacy_phase67",
-      "metadata_surface",
-      "movement_execution",
-      "movement_lane_after_metadata",
-      "movements_pivot",
-      "net_value_flow",
-      "numeric_counterparty_suffix",
-      "open_scope_total",
-      "organization_clarification",
-      "organization_scope",
-      "payments_followup",
-      "payout_value_flow",
-      "period_clarification_resume",
-      "post_f",
-      "repeated_pivot",
-      "scope_reuse",
-      "topic_reset",
-      "value_flow_ranking",
-      "vat_orientation",
-      "year_switch",
-      "year_switch_after_document_pivot",
-      "year_switch_after_repeated_pivot"
-    ]
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "За 2020 год.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "А теперь по документам?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "А теперь за 2021 год?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "А теперь за все время?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "С НДС закончили. Новая тема: покажи документы по Жуковке 51.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-008",
-        "role": "user",
-        "text": "Хорошо, а теперь платежи по нему тоже покажи.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-009",
-        "role": "user",
-        "text": "А по нему договоры?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-010",
-        "role": "user",
-        "text": "А по нему документы?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-011",
-        "role": "user",
-        "text": "А за 2021?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-012",
-        "role": "user",
-        "text": "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-013",
-        "role": "user",
-        "text": "По ООО Альтернатива Плюс.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-014",
-        "role": "user",
-        "text": "Понял, тогда за все время.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-015",
-        "role": "user",
-        "text": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-016",
-        "role": "user",
-        "text": "И кто больше всего принес денег этой организации в 2020 году?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-017",
-        "role": "user",
-        "text": "А в 2021 году?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-018",
-        "role": "user",
-        "text": "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК.",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-019",
-        "role": "user",
-        "text": "Сколько получили по нему за 2020 год?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-020",
-        "role": "user",
-        "text": "А теперь сколько заплатили?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-021",
-        "role": "user",
-        "text": "А какое нетто?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-022",
-        "role": "user",
-        "text": "А по документам?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-023",
-        "role": "user",
-        "text": "А по движениям?",
-        "created_at": "2026-04-24T14:06:30+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-024",
-        "role": "user",
-        "text": "А теперь тот же смысл за 2021 год.",
-        "created_at": "2026-04-24T14:06:30+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": "cross-stage canary: VAT metadata, numeric counterparty suffix, open organization value-flow, SVK grounded reset",
-      "architecture_phase": "Post-F Semantic Integrity Hardening",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_cross_stage_canary_agent_20260424.json",
-      "scenario_id": "address_truth_harness_post_f_cross_stage_canary_agent_20260424",
-      "semantic_tags": [
-        "account_injection_guard",
-        "all_time_followup",
-        "bidirectional_value_flow",
-        "clarification_resume",
-        "contracts_followup",
-        "counterparty_pronoun_resolution",
-        "cross_stage_canary",
-        "document_lane_continuity",
-        "document_pivot_after_movement",
-        "documents_followup",
-        "documents_pivot",
-        "grounded_counterparty",
-        "incoming_value_flow",
-        "legacy_phase39",
-        "legacy_phase64",
-        "legacy_phase67",
-        "metadata_surface",
-        "movement_execution",
-        "movement_lane_after_metadata",
-        "movements_pivot",
-        "net_value_flow",
-        "numeric_counterparty_suffix",
-        "open_scope_total",
-        "organization_clarification",
-        "organization_scope",
-        "payments_followup",
-        "payout_value_flow",
-        "period_clarification_resume",
-        "post_f",
-        "repeated_pivot",
-        "scope_reuse",
-        "topic_reset",
-        "value_flow_ranking",
-        "vat_orientation",
-        "year_switch",
-        "year_switch_after_document_pivot",
-        "year_switch_after_repeated_pivot"
-      ]
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260424171031_gen-ag04241710-bdb248.json

@@ -1,177 +0,0 @@
-{
-  "saved_at": "2026-04-24T17:10:31+00:00",
-  "generation_id": "gen-ag04241710-bdb248",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Post-F ручные провалы VAT revenue item-flow live3",
-  "agent_run": true,
-  "questions": [
-    "кайф - что там на складе по остаткам?",
-    "АЛЬТЕРНАТИВА",
-    "март 2016",
-    "По выбранному объекту \"Рабочая станция универсального специалиста (индивидуальное изготовление)\": где взяли это?",
-    "ндс можешь прикинуть на дату покупки рабочей станции?",
-    "прикинь какой ндс нам надо заплатить на февраль 2017",
-    "кто у нас самый доходный клиент за все время",
-    "по чепурнову покажи все доки",
-    "а по свк",
-    "а сейчас у нас есть что на складе?",
-    "что нам отгружал чепурнов? какой товар или услугу?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "manual failures 11/13/14/26 from assistant-stage1-9liEOh-7JP",
-    "architecture_phase": "Post-F Semantic Integrity Hardening",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_manual_failures_20260424.json",
-    "scenario_id": "address_truth_harness_post_f_manual_failures_20260424",
-    "semantic_tags": [
-      "counterparty_grounding",
-      "counterparty_retarget",
-      "inventory_context",
-      "item_flow_failure_26",
-      "manual_9liEOh",
-      "materialization_gap",
-      "organization_scope",
-      "purchase_date_context",
-      "revenue_ranking_failure_14",
-      "selected_object_purchase",
-      "stale_inventory_scope",
-      "stale_scope_guard",
-      "vat_failure_11",
-      "vat_failure_13"
-    ]
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "кайф - что там на складе по остаткам?",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "АЛЬТЕРНАТИВА",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "март 2016",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "По выбранному объекту \"Рабочая станция универсального специалиста (индивидуальное изготовление)\": где взяли это?",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "ндс можешь прикинуть на дату покупки рабочей станции?",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "прикинь какой ндс нам надо заплатить на февраль 2017",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "кто у нас самый доходный клиент за все время",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-008",
-        "role": "user",
-        "text": "по чепурнову покажи все доки",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-009",
-        "role": "user",
-        "text": "а по свк",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-010",
-        "role": "user",
-        "text": "а сейчас у нас есть что на складе?",
-        "created_at": "2026-04-24T17:10:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-011",
-        "role": "user",
-        "text": "что нам отгружал чепурнов? какой товар или услугу?",
-        "created_at": "2026-04-24T17:10:31+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": "manual failures 11/13/14/26 from assistant-stage1-9liEOh-7JP",
-      "architecture_phase": "Post-F Semantic Integrity Hardening",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_manual_failures_20260424.json",
-      "scenario_id": "address_truth_harness_post_f_manual_failures_20260424",
-      "semantic_tags": [
-        "counterparty_grounding",
-        "counterparty_retarget",
-        "inventory_context",
-        "item_flow_failure_26",
-        "manual_9liEOh",
-        "materialization_gap",
-        "organization_scope",
-        "purchase_date_context",
-        "revenue_ranking_failure_14",
-        "selected_object_purchase",
-        "stale_inventory_scope",
-        "stale_scope_guard",
-        "vat_failure_11",
-        "vat_failure_13"
-      ]
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260510094921_gen-ag05100949-2a5ed8.json

@@ -1,153 +0,0 @@
-{
-  "saved_at": "2026-05-10T09:49:21+00:00",
-  "generation_id": "gen-ag05100949-2a5ed8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 91 route-candidate-driven enablement loop canary",
-  "agent_run": true,
-  "questions": [
-    "какой контрагент принес больше всего денег за 2020 год?",
-    "ООО Альтернатива Плюс",
-    "а теперь сколько лет мы работаем с Группа СВК?",
-    "покажи движения по НДС за 2020 по ООО Альтернатива Плюс",
-    "можно ли по этим данным точно подтвердить резерв под неликвиды на складе?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "route candidate repair-target grouping + handoff canary",
-    "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase91_route_candidate_driven_enablement_loop.json",
-    "scenario_id": "address_truth_harness_phase91_route_candidate_driven_enablement_loop",
-    "semantic_tags": [
-      "clarification_recovery",
-      "counterparty_lifecycle",
-      "inventory_reserve_boundary",
-      "metadata_scope",
-      "movement_evidence",
-      "needs_user_scope",
-      "no_overclaim",
-      "open_organization_scope",
-      "ready_for_reviewed_execution",
-      "route_candidate_handoff",
-      "stale_scope_guard",
-      "unreviewed_proof_family",
-      "value_flow_ranking",
-      "vat"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\address_truth_harness_phase91_route_candidate_driven_enablement_loop_live1_20260510",
-    "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\\address_truth_harness_phase91_route_candidate_driven_enablement_loop_live1_20260510",
-      "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": "какой контрагент принес больше всего денег за 2020 год?",
-        "created_at": "2026-05-10T09:49:21+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "ООО Альтернатива Плюс",
-        "created_at": "2026-05-10T09:49:21+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "а теперь сколько лет мы работаем с Группа СВК?",
-        "created_at": "2026-05-10T09:49:21+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "покажи движения по НДС за 2020 по ООО Альтернатива Плюс",
-        "created_at": "2026-05-10T09:49:21+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "можно ли по этим данным точно подтвердить резерв под неликвиды на складе?",
-        "created_at": "2026-05-10T09:49:21+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": "route candidate repair-target grouping + handoff canary",
-      "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase91_route_candidate_driven_enablement_loop.json",
-      "scenario_id": "address_truth_harness_phase91_route_candidate_driven_enablement_loop",
-      "semantic_tags": [
-        "clarification_recovery",
-        "counterparty_lifecycle",
-        "inventory_reserve_boundary",
-        "metadata_scope",
-        "movement_evidence",
-        "needs_user_scope",
-        "no_overclaim",
-        "open_organization_scope",
-        "ready_for_reviewed_execution",
-        "route_candidate_handoff",
-        "stale_scope_guard",
-        "unreviewed_proof_family",
-        "value_flow_ranking",
-        "vat"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\address_truth_harness_phase91_route_candidate_driven_enablement_loop_live1_20260510",
-      "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\\address_truth_harness_phase91_route_candidate_driven_enablement_loop_live1_20260510",
-        "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
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260510121326_gen-ag05101213-596d99.json

@@ -1,157 +0,0 @@
-{
-  "saved_at": "2026-05-10T12:13:26+00:00",
-  "generation_id": "gen-ag05101213-596d99",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 93 accounting profit-margin reviewed route",
-  "agent_run": true,
-  "questions": [
-    "по ООО Альтернатива Плюс за 2020 можно точно сказать чистую прибыль и маржу?",
-    "а это прибыль или убыток, коротко?",
-    "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?",
-    "тогда НДС за 2020 по ООО Альтернатива Плюс какой?",
-    "а какой контрагент принес больше всего денег за 2020?",
-    "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "accounting profit-margin reviewed route",
-    "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route.json",
-    "scenario_id": "address_truth_harness_phase93_accounting_profit_margin_reviewed_route",
-    "semantic_tags": [
-      "accounting_profit_margin",
-      "business_overview",
-      "context_carryover",
-      "debt_due_date_boundary",
-      "inventory_reserve_boundary",
-      "missing_proof_families",
-      "needs_route_enablement",
-      "profit_margin_boundary",
-      "ready_for_reviewed_execution",
-      "value_flow_ranking",
-      "vat_continuity"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route_live3_20260510",
-    "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\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route_live3_20260510",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 6,
-      "steps_passed": 6,
-      "steps_failed": 0,
-      "steps_with_business_failures": 0,
-      "steps_with_business_warnings": 0,
-      "acceptance_gate_passed": true,
-      "saved_after_validated_replay": true
-    }
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс за 2020 можно точно сказать чистую прибыль и маржу?",
-        "created_at": "2026-05-10T12:13:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "а это прибыль или убыток, коротко?",
-        "created_at": "2026-05-10T12:13:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?",
-        "created_at": "2026-05-10T12:13:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "тогда НДС за 2020 по ООО Альтернатива Плюс какой?",
-        "created_at": "2026-05-10T12:13:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "а какой контрагент принес больше всего денег за 2020?",
-        "created_at": "2026-05-10T12:13:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-        "created_at": "2026-05-10T12:13:26+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": "accounting profit-margin reviewed route",
-      "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route.json",
-      "scenario_id": "address_truth_harness_phase93_accounting_profit_margin_reviewed_route",
-      "semantic_tags": [
-        "accounting_profit_margin",
-        "business_overview",
-        "context_carryover",
-        "debt_due_date_boundary",
-        "inventory_reserve_boundary",
-        "missing_proof_families",
-        "needs_route_enablement",
-        "profit_margin_boundary",
-        "ready_for_reviewed_execution",
-        "value_flow_ranking",
-        "vat_continuity"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route_live3_20260510",
-      "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\\address_truth_harness_phase93_accounting_profit_margin_reviewed_route_live3_20260510",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 6,
-        "steps_passed": 6,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260510131922_gen-ag05101319-c04f79.json

@@ -1,173 +0,0 @@
-{
-  "saved_at": "2026-05-10T13:19:22+00:00",
-  "generation_id": "gen-ag05101319-c04f79",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 94 debt due-date aging reviewed route",
-  "agent_run": true,
-  "questions": [
-    "по ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?",
-    "то есть просрочку доказать нельзя, коротко почему?",
-    "а чистая прибыль и маржа за 2020 по этой же компании какие?",
-    "НДС за 2020 по ООО Альтернатива Плюс какой?",
-    "а кто принес больше всего денег за 2020?",
-    "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-    "а зависимость от одного поставщика за 2020 можно точно оценить?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for promoting debt_due_date_aging_quality from proxy-only enablement to a reviewed payment-term/open-balance route while preserving profit, VAT, inventory, and vendor-risk boundaries.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase94_debt_due_date_aging_reviewed_route.json",
-    "scenario_id": "address_truth_harness_phase94_debt_due_date_aging_reviewed_route",
-    "semantic_tags": [
-      "accounting_profit_margin",
-      "business_overview",
-      "canary",
-      "checked_negative",
-      "context_carryover",
-      "debt_due_date_aging_quality",
-      "debt_due_date_boundary",
-      "inventory_reserve_boundary",
-      "missing_proof_families",
-      "profit_margin_boundary",
-      "ready_for_reviewed_execution",
-      "value_flow_ranking",
-      "vat_continuity",
-      "vendor_risk_procurement_boundary"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase94_debt_due_date_aging_reviewed_route_live4",
-    "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\\phase94_debt_due_date_aging_reviewed_route_live4",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 7,
-      "steps_passed": 7,
-      "steps_failed": 0,
-      "steps_with_business_failures": 0,
-      "steps_with_business_warnings": 0,
-      "acceptance_gate_passed": true,
-      "saved_after_validated_replay": true
-    }
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "то есть просрочку доказать нельзя, коротко почему?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "а чистая прибыль и маржа за 2020 по этой же компании какие?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "НДС за 2020 по ООО Альтернатива Плюс какой?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "а кто принес больше всего денег за 2020?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-        "created_at": "2026-05-10T13:19:22+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "а зависимость от одного поставщика за 2020 можно точно оценить?",
-        "created_at": "2026-05-10T13:19:22+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": "Focused semantic replay for promoting debt_due_date_aging_quality from proxy-only enablement to a reviewed payment-term/open-balance route while preserving profit, VAT, inventory, and vendor-risk boundaries.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase94_debt_due_date_aging_reviewed_route.json",
-      "scenario_id": "address_truth_harness_phase94_debt_due_date_aging_reviewed_route",
-      "semantic_tags": [
-        "accounting_profit_margin",
-        "business_overview",
-        "canary",
-        "checked_negative",
-        "context_carryover",
-        "debt_due_date_aging_quality",
-        "debt_due_date_boundary",
-        "inventory_reserve_boundary",
-        "missing_proof_families",
-        "profit_margin_boundary",
-        "ready_for_reviewed_execution",
-        "value_flow_ranking",
-        "vat_continuity",
-        "vendor_risk_procurement_boundary"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase94_debt_due_date_aging_reviewed_route_live4",
-      "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\\phase94_debt_due_date_aging_reviewed_route_live4",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 7,
-        "steps_passed": 7,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512135726_gen-ag05121357-9ea5d6.json

@@ -1,173 +0,0 @@
-{
-  "saved_at": "2026-05-12T13:57:26+00:00",
-  "generation_id": "gen-ag05121357-9ea5d6",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 95 vendor/procurement quality reviewed route",
-  "agent_run": true,
-  "questions": [
-    "по ООО Альтернатива Плюс за 2020 есть ли риск, что мы зависим от одного поставщика?",
-    "а банк из этого ответа считать обычным поставщиком?",
-    "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?",
-    "а чистая прибыль и маржа за 2020 какие?",
-    "НДС за 2020 по ООО Альтернатива Плюс какой?",
-    "а кто принес больше всего денег за 2020?",
-    "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for promoting vendor_risk_procurement_quality from proxy-only enablement to reviewed procurement-concentration evidence while preserving debt, profit, VAT, value-flow, and inventory reserve canaries.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase95_vendor_procurement_quality_reviewed_route.json",
-    "scenario_id": "address_truth_harness_phase95_vendor_procurement_quality_reviewed_route",
-    "semantic_tags": [
-      "accounting_profit_margin",
-      "business_overview",
-      "canary",
-      "context_carryover",
-      "debt_due_date_boundary",
-      "financial_institution_boundary",
-      "inventory_reserve_boundary",
-      "missing_proof_families",
-      "profit_margin_boundary",
-      "ready_for_reviewed_execution",
-      "value_flow_ranking",
-      "vat_continuity",
-      "vendor_risk_procurement_boundary",
-      "vendor_risk_procurement_quality"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase95_vendor_procurement_quality_reviewed_route_live2",
-    "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\\phase95_vendor_procurement_quality_reviewed_route_live2",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 7,
-      "steps_passed": 7,
-      "steps_failed": 0,
-      "steps_with_business_failures": 0,
-      "steps_with_business_warnings": 0,
-      "acceptance_gate_passed": true,
-      "saved_after_validated_replay": true
-    }
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс за 2020 есть ли риск, что мы зависим от одного поставщика?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "а банк из этого ответа считать обычным поставщиком?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "а чистая прибыль и маржа за 2020 какие?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "НДС за 2020 по ООО Альтернатива Плюс какой?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "а кто принес больше всего денег за 2020?",
-        "created_at": "2026-05-12T13:57:26+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-        "created_at": "2026-05-12T13:57:26+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": "Focused semantic replay for promoting vendor_risk_procurement_quality from proxy-only enablement to reviewed procurement-concentration evidence while preserving debt, profit, VAT, value-flow, and inventory reserve canaries.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase95_vendor_procurement_quality_reviewed_route.json",
-      "scenario_id": "address_truth_harness_phase95_vendor_procurement_quality_reviewed_route",
-      "semantic_tags": [
-        "accounting_profit_margin",
-        "business_overview",
-        "canary",
-        "context_carryover",
-        "debt_due_date_boundary",
-        "financial_institution_boundary",
-        "inventory_reserve_boundary",
-        "missing_proof_families",
-        "profit_margin_boundary",
-        "ready_for_reviewed_execution",
-        "value_flow_ranking",
-        "vat_continuity",
-        "vendor_risk_procurement_boundary",
-        "vendor_risk_procurement_quality"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase95_vendor_procurement_quality_reviewed_route_live2",
-      "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\\phase95_vendor_procurement_quality_reviewed_route_live2",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 7,
-        "steps_passed": 7,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512162841_gen-ag05121628-50ea6c.json

@@ -1,155 +0,0 @@
-{
-  "saved_at": "2026-05-12T16:28:41+00:00",
-  "generation_id": "gen-ag05121628-50ea6c",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase20 continuity/ranking/self-scope accepted replay 2026-05-12",
-  "agent_run": true,
-  "questions": [
-    "кто у нас самый доходный клиент за все время?",
-    "какой у нас самый доходный год?",
-    "кто нам должен денег на май 2017?",
-    "а какой ндс мы должны примерно заплатить за этот период?",
-    "мы должны комуто денег на сегодня?",
-    "а нам?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "ranking catalog alignment, self-scope pronoun, compact debt answers",
-    "architecture_phase": "MCP автономка / semantic integrity",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase20_continuity_stabilization.json",
-    "scenario_id": "address_truth_harness_phase20_continuity_stabilization",
-    "semantic_tags": [
-      "exact_not_overwritten",
-      "garbage_anchor_forbidden",
-      "payables_snapshot",
-      "period_carryover",
-      "pronoun_followup",
-      "receivables_snapshot",
-      "temporal_tail_not_entity",
-      "value_flow_ranking",
-      "vat_followup",
-      "year_tail_not_entity"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase20_continuity_stabilization_rerun_planner_ranking_fix",
-    "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\\phase20_continuity_stabilization_rerun_planner_ranking_fix",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 6,
-      "steps_passed": 6,
-      "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": "кто у нас самый доходный клиент за все время?",
-        "created_at": "2026-05-12T16:28:41+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "какой у нас самый доходный год?",
-        "created_at": "2026-05-12T16:28:41+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "кто нам должен денег на май 2017?",
-        "created_at": "2026-05-12T16:28:41+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "а какой ндс мы должны примерно заплатить за этот период?",
-        "created_at": "2026-05-12T16:28:41+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "мы должны комуто денег на сегодня?",
-        "created_at": "2026-05-12T16:28:41+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "а нам?",
-        "created_at": "2026-05-12T16:28:41+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": "ranking catalog alignment, self-scope pronoun, compact debt answers",
-      "architecture_phase": "MCP автономка / semantic integrity",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase20_continuity_stabilization.json",
-      "scenario_id": "address_truth_harness_phase20_continuity_stabilization",
-      "semantic_tags": [
-        "exact_not_overwritten",
-        "garbage_anchor_forbidden",
-        "payables_snapshot",
-        "period_carryover",
-        "pronoun_followup",
-        "receivables_snapshot",
-        "temporal_tail_not_entity",
-        "value_flow_ranking",
-        "vat_followup",
-        "year_tail_not_entity"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase20_continuity_stabilization_rerun_planner_ranking_fix",
-      "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\\phase20_continuity_stabilization_rerun_planner_ranking_fix",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 6,
-        "steps_passed": 6,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512205728_gen-ag05122057-c9786e.json

@@ -1,109 +0,0 @@
-{
-  "saved_at": "2026-05-12T20:57:28+00:00",
-  "generation_id": "gen-ag05122057-c9786e",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
-  "agent_run": true,
-  "questions": [
-    "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
-    "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "inventory_reserve_liquidation_quality",
-    "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase96_inventory_reserve_liquidation_quality.json",
-    "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
-    "semantic_tags": [
-      "direct_answer_first",
-      "followup_context_carryover",
-      "inventory_liquidity_boundary",
-      "inventory_reserve_liquidation_quality",
-      "no_inventory_health_overclaim",
-      "no_market_liquidation_overclaim",
-      "reviewed_inventory_quality_events"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
-    "saved_after_validated_replay": true,
-    "save_gate": {
-      "schema_version": "agent_semantic_save_gate_v1",
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 2,
-      "steps_passed": 2,
-      "steps_failed": 0,
-      "steps_with_business_failures": 0,
-      "steps_with_business_warnings": 0,
-      "acceptance_gate_passed": true,
-      "saved_after_validated_replay": true
-    }
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать.",
-        "created_at": "2026-05-12T20:57:28+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?",
-        "created_at": "2026-05-12T20:57:28+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      }
-    ],
-    "agent_run": true,
-    "metadata": {
-      "assistant_prompt_version": null,
-      "decomposition_prompt_version": null,
-      "prompt_fingerprint": null,
-      "agent_focus": "inventory_reserve_liquidation_quality",
-      "architecture_phase": "Route-Candidate-Driven Enablement Loop",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase96_inventory_reserve_liquidation_quality.json",
-      "scenario_id": "address_truth_harness_phase96_inventory_reserve_liquidation_quality",
-      "semantic_tags": [
-        "direct_answer_first",
-        "followup_context_carryover",
-        "inventory_liquidity_boundary",
-        "inventory_reserve_liquidation_quality",
-        "no_inventory_health_overclaim",
-        "no_market_liquidation_overclaim",
-        "reviewed_inventory_quality_events"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
-      "saved_after_validated_replay": true,
-      "save_gate": {
-        "schema_version": "agent_semantic_save_gate_v1",
-        "validation_status": "accepted_live_replay",
-        "validated_run_dir": "artifacts\\domain_runs\\phase96_inventory_reserve_liquidation_quality_rerun",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 2,
-        "steps_passed": 2,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512225023_gen-ag05122250-4451a8.json

@@ -1,135 +0,0 @@
-{
-  "saved_at": "2026-05-12T22:50:23+00:00",
-  "generation_id": "gen-ag05122250-4451a8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 97 financial counterparty flow hints replay",
-  "agent_run": true,
-  "questions": [
-    "По ООО Альтернатива Плюс за 2020 отдельно посмотри платежи в СБЕРБАНК: это обычный поставщик или банковский/финансовый поток? Дай коротко и по проверенным данным 1С.",
-    "А если по этой же компании СБЕРБАНК встречается во входящих поступлениях, это клиентская выручка или там может быть кредитный/депозитный банковский смысл? Не притягивай, скажи что подтверждено.",
-    "Теперь дай взрослый краткий обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто и отдельно отметь, если в топах есть банк, почему его нельзя читать как обычного клиента или поставщика.",
-    "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for the Open-World Schema/Primitive Discovery slice: bank-like counterparties must not be described as ordinary suppliers/customers when operation, payment purpose, contract, or comment fields indicate banking commission, credit, deposit, tax/budget, or payroll-like flows. The replay also keeps a normal counterparty value-flow canary.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase97_financial_counterparty_flow_hints.json",
-    "scenario_id": "address_truth_harness_phase97_financial_counterparty_flow_hints",
-    "semantic_tags": [
-      "bank_like_customer_boundary",
-      "bank_like_supplier_boundary",
-      "business_overview",
-      "canary",
-      "counterparty_net_cash_flow",
-      "customer_revenue_and_payments",
-      "financial_counterparty_flow_hint",
-      "profit_margin_boundary",
-      "stale_scope_guard",
-      "supplier_payouts_profile"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase97_financial_counterparty_flow_hints_live4",
-    "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\\phase97_financial_counterparty_flow_hints_live4",
-      "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": "По ООО Альтернатива Плюс за 2020 отдельно посмотри платежи в СБЕРБАНК: это обычный поставщик или банковский/финансовый поток? Дай коротко и по проверенным данным 1С.",
-        "created_at": "2026-05-12T22:50:23+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "А если по этой же компании СБЕРБАНК встречается во входящих поступлениях, это клиентская выручка или там может быть кредитный/депозитный банковский смысл? Не притягивай, скажи что подтверждено.",
-        "created_at": "2026-05-12T22:50:23+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "Теперь дай взрослый краткий обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто и отдельно отметь, если в топах есть банк, почему его нельзя читать как обычного клиента или поставщика.",
-        "created_at": "2026-05-12T22:50:23+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?",
-        "created_at": "2026-05-12T22:50:23+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": "Focused semantic replay for the Open-World Schema/Primitive Discovery slice: bank-like counterparties must not be described as ordinary suppliers/customers when operation, payment purpose, contract, or comment fields indicate banking commission, credit, deposit, tax/budget, or payroll-like flows. The replay also keeps a normal counterparty value-flow canary.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase97_financial_counterparty_flow_hints.json",
-      "scenario_id": "address_truth_harness_phase97_financial_counterparty_flow_hints",
-      "semantic_tags": [
-        "bank_like_customer_boundary",
-        "bank_like_supplier_boundary",
-        "business_overview",
-        "canary",
-        "counterparty_net_cash_flow",
-        "customer_revenue_and_payments",
-        "financial_counterparty_flow_hint",
-        "profit_margin_boundary",
-        "stale_scope_guard",
-        "supplier_payouts_profile"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase97_financial_counterparty_flow_hints_live4",
-      "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\\phase97_financial_counterparty_flow_hints_live4",
-        "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
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260512231548_gen-ag05122315-f1e27c.json

@@ -1,155 +0,0 @@
-{
-  "saved_at": "2026-05-12T23:15:48+00:00",
-  "generation_id": "gen-ag05122315-f1e27c",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 98 limit honesty and business-language replay",
-  "agent_run": true,
-  "questions": [
-    "По ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?",
-    "То есть просрочку доказать нельзя, коротко почему?",
-    "НДС за 2020 по ООО Альтернатива Плюс какой?",
-    "А кто принес больше всего денег за 2020?",
-    "По ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-    "А зависимость от одного поставщика за 2020 можно точно оценить?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay from assistant-stage1-v2qsm_R0fF: answers may be bounded, but they must stay business-readable, direct-first, and must not leak MCP/proxy/route/debug wording when explaining row limits, incomplete coverage, debt due-date proof, inventory reserve proof, supplier dependency, VAT, or bank-like counterparties.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase98_limit_honesty_business_language.json",
-    "scenario_id": "address_truth_harness_phase98_limit_honesty_business_language",
-    "semantic_tags": [
-      "business_language",
-      "customer_revenue_and_payments",
-      "debt_due_date_aging_quality",
-      "debug_leak_guard",
-      "financial_counterparty_flow_hint",
-      "followup_directness",
-      "inventory_reserve_liquidation_quality",
-      "limit_honesty",
-      "vat",
-      "vendor_risk_procurement_quality"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase98_limit_honesty_business_language_live3",
-    "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\\phase98_limit_honesty_business_language_live3",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 6,
-      "steps_passed": 6,
-      "steps_failed": 0,
-      "steps_with_business_failures": 0,
-      "steps_with_business_warnings": 0,
-      "acceptance_gate_passed": true,
-      "saved_after_validated_replay": true
-    }
-  },
-  "source_session_id": null,
-  "session": {
-    "session_id": null,
-    "mode": "agent_semantic_run",
-    "items": [
-      {
-        "message_id": "agent-user-001",
-        "role": "user",
-        "text": "По ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?",
-        "created_at": "2026-05-12T23:15:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "То есть просрочку доказать нельзя, коротко почему?",
-        "created_at": "2026-05-12T23:15:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "НДС за 2020 по ООО Альтернатива Плюс какой?",
-        "created_at": "2026-05-12T23:15:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "А кто принес больше всего денег за 2020?",
-        "created_at": "2026-05-12T23:15:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "По ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?",
-        "created_at": "2026-05-12T23:15:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "А зависимость от одного поставщика за 2020 можно точно оценить?",
-        "created_at": "2026-05-12T23:15:48+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": "Focused semantic replay from assistant-stage1-v2qsm_R0fF: answers may be bounded, but they must stay business-readable, direct-first, and must not leak MCP/proxy/route/debug wording when explaining row limits, incomplete coverage, debt due-date proof, inventory reserve proof, supplier dependency, VAT, or bank-like counterparties.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase98_limit_honesty_business_language.json",
-      "scenario_id": "address_truth_harness_phase98_limit_honesty_business_language",
-      "semantic_tags": [
-        "business_language",
-        "customer_revenue_and_payments",
-        "debt_due_date_aging_quality",
-        "debug_leak_guard",
-        "financial_counterparty_flow_hint",
-        "followup_directness",
-        "inventory_reserve_liquidation_quality",
-        "limit_honesty",
-        "vat",
-        "vendor_risk_procurement_quality"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase98_limit_honesty_business_language_live3",
-      "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\\phase98_limit_honesty_business_language_live3",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 6,
-        "steps_passed": 6,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513100901_gen-ag05131009-f08174.json

@@ -1,133 +0,0 @@
-{
-  "saved_at": "2026-05-13T10:09:01+00:00",
-  "generation_id": "gen-ag05131009-f08174",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 99 large-query budget and continuation policy replay",
-  "agent_run": true,
-  "questions": [
-    "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто, кто основные источники денег и где важные ограничения.",
-    "То есть это можно считать прибылью за 2020 или нет? Коротко.",
-    "А кто за 2020 принес больше всего денег, и если там банк, не называй его обычным клиентом.",
-    "По исходящим за 2020 есть зависимость от одного поставщика или это только денежная концентрация?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for explicit-year large business questions: the assistant should use chunked 1C evidence where available, answer direct-first, avoid fake profit claims, keep bank/counterparty boundaries, and not collapse into row-limit refusal wording when yearly money coverage can be recovered.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase99_large_query_budget_continuation.json",
-    "scenario_id": "address_truth_harness_phase99_large_query_budget_continuation",
-    "semantic_tags": [
-      "business_language",
-      "business_overview",
-      "context_continuity",
-      "direct_answer_first",
-      "financial_counterparty_flow_hint",
-      "followup_directness",
-      "large_query_budget",
-      "profit_boundary",
-      "vendor_risk_procurement_quality"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase99_large_query_budget_continuation_live2",
-    "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\\phase99_large_query_budget_continuation_live2",
-      "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": "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто, кто основные источники денег и где важные ограничения.",
-        "created_at": "2026-05-13T10:09:01+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "То есть это можно считать прибылью за 2020 или нет? Коротко.",
-        "created_at": "2026-05-13T10:09:01+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "А кто за 2020 принес больше всего денег, и если там банк, не называй его обычным клиентом.",
-        "created_at": "2026-05-13T10:09:01+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "По исходящим за 2020 есть зависимость от одного поставщика или это только денежная концентрация?",
-        "created_at": "2026-05-13T10:09:01+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": "Focused semantic replay for explicit-year large business questions: the assistant should use chunked 1C evidence where available, answer direct-first, avoid fake profit claims, keep bank/counterparty boundaries, and not collapse into row-limit refusal wording when yearly money coverage can be recovered.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase99_large_query_budget_continuation.json",
-      "scenario_id": "address_truth_harness_phase99_large_query_budget_continuation",
-      "semantic_tags": [
-        "business_language",
-        "business_overview",
-        "context_continuity",
-        "direct_answer_first",
-        "financial_counterparty_flow_hint",
-        "followup_directness",
-        "large_query_budget",
-        "profit_boundary",
-        "vendor_risk_procurement_quality"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase99_large_query_budget_continuation_live2",
-      "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\\phase99_large_query_budget_continuation_live2",
-        "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
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513102845_gen-ag05131028-234e5e.json

@@ -1,121 +0,0 @@
-{
-  "saved_at": "2026-05-13T10:28:45+00:00",
-  "generation_id": "gen-ag05131028-234e5e",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 100 large-query continuation UX replay",
-  "agent_run": true,
-  "questions": [
-    "Дай общий бизнес-обзор ООО Альтернатива Плюс за весь доступный период: входящие, исходящие, нетто, лучший год. Если срез слишком широкий, не выдумывай полный итог, а скажи как безопасно дособрать.",
-    "Ок, тогда дособери конкретно 2020: входящие, исходящие и расчетное денежное нетто.",
-    "Это можно считать прибылью за 2020 или нет? Ответь коротко и по делу."
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for all-time or very broad business overview questions: the assistant should answer from checked evidence, disclose row-limit coverage honestly, offer a safe period-narrowing continuation path, and then recover the explicit-year follow-up through chunked evidence without leaking technical mechanics.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase100_large_query_continuation_ux.json",
-    "scenario_id": "address_truth_harness_phase100_large_query_continuation_ux",
-    "semantic_tags": [
-      "business_language",
-      "business_overview",
-      "followup_continuation",
-      "followup_directness",
-      "large_query_budget",
-      "large_query_continuation",
-      "limit_honesty",
-      "profit_boundary"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase100_large_query_continuation_ux_live2",
-    "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\\phase100_large_query_continuation_ux_live2",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 3,
-      "steps_passed": 3,
-      "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": "Дай общий бизнес-обзор ООО Альтернатива Плюс за весь доступный период: входящие, исходящие, нетто, лучший год. Если срез слишком широкий, не выдумывай полный итог, а скажи как безопасно дособрать.",
-        "created_at": "2026-05-13T10:28:45+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "Ок, тогда дособери конкретно 2020: входящие, исходящие и расчетное денежное нетто.",
-        "created_at": "2026-05-13T10:28:45+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "Это можно считать прибылью за 2020 или нет? Ответь коротко и по делу.",
-        "created_at": "2026-05-13T10:28:45+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": "Focused semantic replay for all-time or very broad business overview questions: the assistant should answer from checked evidence, disclose row-limit coverage honestly, offer a safe period-narrowing continuation path, and then recover the explicit-year follow-up through chunked evidence without leaking technical mechanics.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase100_large_query_continuation_ux.json",
-      "scenario_id": "address_truth_harness_phase100_large_query_continuation_ux",
-      "semantic_tags": [
-        "business_language",
-        "business_overview",
-        "followup_continuation",
-        "followup_directness",
-        "large_query_budget",
-        "large_query_continuation",
-        "limit_honesty",
-        "profit_boundary"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase100_large_query_continuation_ux_live2",
-      "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\\phase100_large_query_continuation_ux_live2",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 3,
-        "steps_passed": 3,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513104438_gen-ag05131044-cbe2ff.json

@@ -1,165 +0,0 @@
-{
-  "saved_at": "2026-05-13T10:44:38+00:00",
-  "generation_id": "gen-ag05131044-cbe2ff",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 101 inventory root scope without warehouse clarification replay",
-  "agent_run": true,
-  "questions": [
-    "приветик - че как там дела",
-    "расскажи что можешь интересного",
-    "кайф - что там на складе по остаткам?",
-    "АЛЬТЕРНАТИВА",
-    "а исторические остатки на другие даты умеешь?",
-    "давай на июнь 2017",
-    "март 2016"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Focused semantic replay for the manual assistant-stage1-hyh1A1WR3j signal: after a broad stock-on-hand question and organization clarification, the assistant must resume the root inventory snapshot for the selected company across available warehouses instead of asking the user to name a warehouse, item, category, or material.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase101_inventory_root_scope_no_warehouse_clarification.json",
-    "scenario_id": "address_truth_harness_phase101_inventory_root_scope_no_warehouse_clarification",
-    "semantic_tags": [
-      "capability_meta",
-      "clarification_required",
-      "clarification_resume",
-      "date_followup",
-      "historical_inventory",
-      "human_answer_quality",
-      "inventory_capability_meta",
-      "inventory_root",
-      "smalltalk_entry",
-      "warehouse_not_required"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase101_inventory_root_scope_no_warehouse_clarification_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\\phase101_inventory_root_scope_no_warehouse_clarification_live1",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 7,
-      "steps_passed": 7,
-      "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": "приветик - че как там дела",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "расскажи что можешь интересного",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "кайф - что там на складе по остаткам?",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "АЛЬТЕРНАТИВА",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "а исторические остатки на другие даты умеешь?",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "давай на июнь 2017",
-        "created_at": "2026-05-13T10:44:38+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "март 2016",
-        "created_at": "2026-05-13T10:44:38+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": "Focused semantic replay for the manual assistant-stage1-hyh1A1WR3j signal: after a broad stock-on-hand question and organization clarification, the assistant must resume the root inventory snapshot for the selected company across available warehouses instead of asking the user to name a warehouse, item, category, or material.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase101_inventory_root_scope_no_warehouse_clarification.json",
-      "scenario_id": "address_truth_harness_phase101_inventory_root_scope_no_warehouse_clarification",
-      "semantic_tags": [
-        "capability_meta",
-        "clarification_required",
-        "clarification_resume",
-        "date_followup",
-        "historical_inventory",
-        "human_answer_quality",
-        "inventory_capability_meta",
-        "inventory_root",
-        "smalltalk_entry",
-        "warehouse_not_required"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase101_inventory_root_scope_no_warehouse_clarification_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\\phase101_inventory_root_scope_no_warehouse_clarification_live1",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 7,
-        "steps_passed": 7,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513112152_gen-ag05131121-8c41ab.json

@@ -1,155 +0,0 @@
-{
-  "saved_at": "2026-05-13T11:21:52+00:00",
-  "generation_id": "gen-ag05131121-8c41ab",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 102 debt mirror clean-scope polarity replay",
-  "agent_run": true,
-  "questions": [
-    "Альтернатива Плюс",
-    "мы кому реально должны денег на сегодня? коротко, чистый долг к оплате, без встречных обеспечений как основного долга",
-    "а Комитету государственных услуг мы реально должны эти 3,6 млн или это встречное обеспечение/зачет? объясни именно по смыслу долга",
-    "а нам Комитет государственных услуг тоже должен 3,6 млн? это же та же сумма — скажи честно, это дебиторка или встречная часть?",
-    "тогда кто нам реально должен денег на сегодня? именно чистая дебиторка",
-    "а мы кому?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "phase102 debt mirror clean-scope polarity",
-    "architecture_phase": "Open-World Schema/Primitive Discovery",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase102_debt_mirror_clean_scope_polarity.json",
-    "scenario_id": "address_truth_harness_phase102_debt_mirror_clean_scope_polarity",
-    "semantic_tags": [
-      "company_selected",
-      "debt_mirror_clean_scope",
-      "direct_answer_first",
-      "organization_scope",
-      "payables_counterparty_check",
-      "payables_snapshot",
-      "polarity_honesty",
-      "receivables_counterparty_check",
-      "receivables_snapshot",
-      "settlements_mirror_followup"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase102_debt_mirror_clean_scope_polarity_live3",
-    "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\\phase102_debt_mirror_clean_scope_polarity_live3",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 6,
-      "steps_passed": 6,
-      "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": "Альтернатива Плюс",
-        "created_at": "2026-05-13T11:21:52+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "мы кому реально должны денег на сегодня? коротко, чистый долг к оплате, без встречных обеспечений как основного долга",
-        "created_at": "2026-05-13T11:21:52+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "а Комитету государственных услуг мы реально должны эти 3,6 млн или это встречное обеспечение/зачет? объясни именно по смыслу долга",
-        "created_at": "2026-05-13T11:21:52+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "а нам Комитет государственных услуг тоже должен 3,6 млн? это же та же сумма — скажи честно, это дебиторка или встречная часть?",
-        "created_at": "2026-05-13T11:21:52+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "тогда кто нам реально должен денег на сегодня? именно чистая дебиторка",
-        "created_at": "2026-05-13T11:21:52+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "а мы кому?",
-        "created_at": "2026-05-13T11:21:52+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": "phase102 debt mirror clean-scope polarity",
-      "architecture_phase": "Open-World Schema/Primitive Discovery",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase102_debt_mirror_clean_scope_polarity.json",
-      "scenario_id": "address_truth_harness_phase102_debt_mirror_clean_scope_polarity",
-      "semantic_tags": [
-        "company_selected",
-        "debt_mirror_clean_scope",
-        "direct_answer_first",
-        "organization_scope",
-        "payables_counterparty_check",
-        "payables_snapshot",
-        "polarity_honesty",
-        "receivables_counterparty_check",
-        "receivables_snapshot",
-        "settlements_mirror_followup"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase102_debt_mirror_clean_scope_polarity_live3",
-      "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\\phase102_debt_mirror_clean_scope_polarity_live3",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 6,
-        "steps_passed": 6,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513120047_gen-ag05131200-0ed59a.json

@@ -1,161 +0,0 @@
-{
-  "saved_at": "2026-05-13T12:00:47+00:00",
-  "generation_id": "gen-ag05131200-0ed59a",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 103 financial role and purpose arbitration replay",
-  "agent_run": true,
-  "questions": [
-    "Альтернатива Плюс",
-    "По СБЕРБАНКУ за 2020 покажи коротко: сколько денег входило и уходило, и что это по смыслу в 1С — клиентская выручка, поставщик, комиссия, кредит или другой финансовый поток?",
-    "Если СБЕРБАНК есть во входящих поступлениях, можно ли считать его нашим клиентом и выручкой? Скажи по подтвержденным строкам, без притягивания.",
-    "А если деньги уходили в СБЕРБАНК, это наш поставщик или финансовые списания? Раздели по смыслу и покажи основание.",
-    "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток, если по назначению он не обычный клиент или поставщик.",
-    "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "phase103 financial role and purpose arbitration",
-    "architecture_phase": "Open-World Schema/Primitive Discovery",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase103_financial_role_purpose_arbitration.json",
-    "scenario_id": "address_truth_harness_phase103_financial_role_purpose_arbitration",
-    "semantic_tags": [
-      "bank_like_counterparty",
-      "bank_like_customer_boundary",
-      "bank_like_supplier_boundary",
-      "bank_operations_by_counterparty",
-      "bare_org_scope",
-      "business_overview",
-      "canary",
-      "counterparty_net_cash_flow",
-      "customer_revenue_and_payments",
-      "financial_role_purpose",
-      "phase102_canary",
-      "stale_scope_guard",
-      "supplier_payouts_profile"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase103_financial_role_purpose_arbitration_live3",
-    "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\\phase103_financial_role_purpose_arbitration_live3",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 6,
-      "steps_passed": 6,
-      "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": "Альтернатива Плюс",
-        "created_at": "2026-05-13T12:00:47+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "По СБЕРБАНКУ за 2020 покажи коротко: сколько денег входило и уходило, и что это по смыслу в 1С — клиентская выручка, поставщик, комиссия, кредит или другой финансовый поток?",
-        "created_at": "2026-05-13T12:00:47+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "Если СБЕРБАНК есть во входящих поступлениях, можно ли считать его нашим клиентом и выручкой? Скажи по подтвержденным строкам, без притягивания.",
-        "created_at": "2026-05-13T12:00:47+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "А если деньги уходили в СБЕРБАНК, это наш поставщик или финансовые списания? Раздели по смыслу и покажи основание.",
-        "created_at": "2026-05-13T12:00:47+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток, если по назначению он не обычный клиент или поставщик.",
-        "created_at": "2026-05-13T12:00:47+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?",
-        "created_at": "2026-05-13T12:00:47+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": "phase103 financial role and purpose arbitration",
-      "architecture_phase": "Open-World Schema/Primitive Discovery",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase103_financial_role_purpose_arbitration.json",
-      "scenario_id": "address_truth_harness_phase103_financial_role_purpose_arbitration",
-      "semantic_tags": [
-        "bank_like_counterparty",
-        "bank_like_customer_boundary",
-        "bank_like_supplier_boundary",
-        "bank_operations_by_counterparty",
-        "bare_org_scope",
-        "business_overview",
-        "canary",
-        "counterparty_net_cash_flow",
-        "customer_revenue_and_payments",
-        "financial_role_purpose",
-        "phase102_canary",
-        "stale_scope_guard",
-        "supplier_payouts_profile"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase103_financial_role_purpose_arbitration_live3",
-      "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\\phase103_financial_role_purpose_arbitration_live3",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 6,
-        "steps_passed": 6,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260513122618_gen-ag05131226-630ddf.json

@@ -1,135 +0,0 @@
-{
-  "saved_at": "2026-05-13T12:26:18+00:00",
-  "generation_id": "gen-ag05131226-630ddf",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 104 generic role-tail anchor hygiene replay",
-  "agent_run": true,
-  "questions": [
-    "Альтернатива Плюс",
-    "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток, если по назначению он не обычный клиент или поставщик.",
-    "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам.",
-    "А теперь по поставщику Группа СВК за 2020: сколько мы ему заплатили и какой общий денежный смысл?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "phase104 generic role-tail anchor hygiene",
-    "architecture_phase": "Open-World Schema/Primitive Discovery",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase104_generic_role_tail_anchor_hygiene.json",
-    "scenario_id": "address_truth_harness_phase104_generic_role_tail_anchor_hygiene",
-    "semantic_tags": [
-      "bank_like_counterparty",
-      "bare_org_scope",
-      "business_overview",
-      "counterparty_net_cash_flow",
-      "financial_role_purpose",
-      "generic_role_tail_anchor_hygiene",
-      "phase102_canary",
-      "post_overview_anchor_integrity",
-      "stale_scope_guard",
-      "supplier_prefix_canary"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\phase104_generic_role_tail_anchor_hygiene_live2",
-    "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\\phase104_generic_role_tail_anchor_hygiene_live2",
-      "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": "Альтернатива Плюс",
-        "created_at": "2026-05-13T12:26:18+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, если по назначению он не обычный клиент или поставщик.",
-        "created_at": "2026-05-13T12:26:18+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам.",
-        "created_at": "2026-05-13T12:26:18+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "А теперь по поставщику Группа СВК за 2020: сколько мы ему заплатили и какой общий денежный смысл?",
-        "created_at": "2026-05-13T12:26:18+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": "phase104 generic role-tail anchor hygiene",
-      "architecture_phase": "Open-World Schema/Primitive Discovery",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase104_generic_role_tail_anchor_hygiene.json",
-      "scenario_id": "address_truth_harness_phase104_generic_role_tail_anchor_hygiene",
-      "semantic_tags": [
-        "bank_like_counterparty",
-        "bare_org_scope",
-        "business_overview",
-        "counterparty_net_cash_flow",
-        "financial_role_purpose",
-        "generic_role_tail_anchor_hygiene",
-        "phase102_canary",
-        "post_overview_anchor_integrity",
-        "stale_scope_guard",
-        "supplier_prefix_canary"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\phase104_generic_role_tail_anchor_hygiene_live2",
-      "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\\phase104_generic_role_tail_anchor_hygiene_live2",
-        "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
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260522131931_gen-ag05221319-4035f5.json

@@ -1,123 +0,0 @@
-{
-  "saved_at": "2026-05-22T13:19:31+00:00",
-  "generation_id": "gen-ag05221319-4035f5",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Inventory margin-ranking accepted replay 2026-05-22",
-  "agent_run": true,
-  "questions": [
-    "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
-    "сентябрь 2017",
-    "покажи найденные строки себестоимостной базы",
-    "расширь до 2017 года",
-    "анализ по 41 счету а не 01"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "inventory_margin_ranking_followup_and_business_modes",
-    "architecture_phase": "Business Answer Contract / margin-ranking safety gate",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\inventory_margin_ranking_agent_loop_20260522.json",
-    "scenario_id": "inventory_margin_ranking_agent_loop_20260522",
-    "semantic_tags": [],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\inventory_margin_ranking_agent_loop_live7",
-    "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\\inventory_margin_ranking_agent_loop_live7",
-      "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": "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
-        "created_at": "2026-05-22T13:19:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "сентябрь 2017",
-        "created_at": "2026-05-22T13:19:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "покажи найденные строки себестоимостной базы",
-        "created_at": "2026-05-22T13:19:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "role": "user",
-        "text": "расширь до 2017 года",
-        "created_at": "2026-05-22T13:19:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "анализ по 41 счету а не 01",
-        "created_at": "2026-05-22T13:19:31+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      }
-    ],
-    "agent_run": true,
-    "metadata": {
-      "assistant_prompt_version": null,
-      "decomposition_prompt_version": null,
-      "prompt_fingerprint": null,
-      "agent_focus": "inventory_margin_ranking_followup_and_business_modes",
-      "architecture_phase": "Business Answer Contract / margin-ranking safety gate",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\inventory_margin_ranking_agent_loop_20260522.json",
-      "scenario_id": "inventory_margin_ranking_agent_loop_20260522",
-      "semantic_tags": [],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\inventory_margin_ranking_agent_loop_live7",
-      "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\\inventory_margin_ranking_agent_loop_live7",
-        "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
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260522195737_gen-ag05221957-713bbd.json

@@ -1,119 +0,0 @@
-{
-  "saved_at": "2026-05-22T19:57:37+00:00",
-  "generation_id": "gen-ag05221957-713bbd",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Hot value-flow discovery handoff",
-  "agent_run": true,
-  "questions": [
-    "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-    "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-    "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Targeted AGENT replay for the current Autonomy Core slice: organization-scoped value-flow questions must be answered through guarded MCP discovery response with hot handoff, not through stale exact fallback or a counterparty-only route.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_hot_value_flow_handoff_20260522.json",
-    "scenario_id": "agent_hot_value_flow_handoff_20260522",
-    "semantic_tags": [
-      "autonomy_core",
-      "colloquial_total",
-      "guarded_response",
-      "hot_handoff",
-      "incoming_total",
-      "outgoing_total",
-      "value_flow"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\agent_hot_value_flow_handoff_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_hot_value_flow_handoff_live5",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 3,
-      "steps_passed": 3,
-      "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 входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-        "created_at": "2026-05-22T19:57:37+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-        "created_at": "2026-05-22T19:57:37+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?",
-        "created_at": "2026-05-22T19:57:37+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 the current Autonomy Core slice: organization-scoped value-flow questions must be answered through guarded MCP discovery response with hot handoff, not through stale exact fallback or a counterparty-only route.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_hot_value_flow_handoff_20260522.json",
-      "scenario_id": "agent_hot_value_flow_handoff_20260522",
-      "semantic_tags": [
-        "autonomy_core",
-        "colloquial_total",
-        "guarded_response",
-        "hot_handoff",
-        "incoming_total",
-        "outgoing_total",
-        "value_flow"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\agent_hot_value_flow_handoff_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_hot_value_flow_handoff_live5",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 3,
-        "steps_passed": 3,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523185848_gen-ag05231858-323f86.json

@@ -1,287 +0,0 @@
-{
-  "saved_at": "2026-05-23T18:58:48+00:00",
-  "generation_id": "gen-ag05231858-323f86",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Autonomy business quality pack",
-  "agent_run": true,
-  "questions": [
-    "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-    "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-    "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?",
-    "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток.",
-    "скока денег альтернатива заработала за 20 год?",
-    "а это чистая прибыль?",
-    "Какая чистая прибыль по ООО Альтернатива Плюс за 2020?",
-    "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам.",
-    "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
-    "кому мы должны на конец 2020?",
-    "а нам кто должен на конец 2020?",
-    "сколько НДС надо заплатить в налоговую за декабрь 2019?",
-    "Как ты оценишь деятельность компании?",
-    "Какая номенклатура товара реализована с высокой прибылью какая с низкой?",
-    "май 2020"
-  ],
-  "metadata": {
-    "assistant_prompt_version": null,
-    "decomposition_prompt_version": null,
-    "prompt_fingerprint": null,
-    "agent_focus": "Expanded targeted AGENT replay for the autonomy milestone: value-flow, business overview, debts, VAT, profit/cashflow distinction, nomenclature margin boundary, and final answer quality must survive realistic business questions.",
-    "architecture_phase": "turnaround_11",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_autonomy_business_quality_20260523.json",
-    "scenario_id": "agent_autonomy_business_quality_20260523",
-    "semantic_tags": [
-      "autonomy_core",
-      "bank_boundary",
-      "bank_classification",
-      "business_answer_quality",
-      "business_evaluation",
-      "business_overview",
-      "cashflow_overview",
-      "cashflow_vs_profit",
-      "clarification",
-      "colloquial_money",
-      "colloquial_total",
-      "counterparty_value_flow",
-      "debt_answer_quality",
-      "direct_profit",
-      "domain_purity",
-      "followup_context",
-      "incoming_total",
-      "limit_honesty",
-      "limited_answer",
-      "net_flow",
-      "next_action",
-      "no_profit_substitution",
-      "no_top_guard",
-      "nomenclature_margin",
-      "outgoing_total",
-      "payables",
-      "profit_vs_cashflow",
-      "receivables",
-      "technical_garbage_guard",
-      "value_flow",
-      "vat"
-    ],
-    "validation_status": "accepted_live_replay",
-    "validated_run_dir": "artifacts\\domain_runs\\agent_autonomy_business_quality_live_semantic_gate_accepted_20260523",
-    "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_autonomy_business_quality_live_semantic_gate_accepted_20260523",
-      "final_status": "accepted",
-      "review_overall_status": "pass",
-      "business_overall_status": "pass",
-      "steps_total": 15,
-      "steps_passed": 15,
-      "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 входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-002",
-        "role": "user",
-        "text": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-003",
-        "role": "user",
-        "text": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-004",
-        "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": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-005",
-        "role": "user",
-        "text": "скока денег альтернатива заработала за 20 год?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-006",
-        "role": "user",
-        "text": "а это чистая прибыль?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-007",
-        "role": "user",
-        "text": "Какая чистая прибыль по ООО Альтернатива Плюс за 2020?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-008",
-        "role": "user",
-        "text": "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам.",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-009",
-        "role": "user",
-        "text": "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-010",
-        "role": "user",
-        "text": "кому мы должны на конец 2020?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-011",
-        "role": "user",
-        "text": "а нам кто должен на конец 2020?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-012",
-        "role": "user",
-        "text": "сколько НДС надо заплатить в налоговую за декабрь 2019?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-013",
-        "role": "user",
-        "text": "Как ты оценишь деятельность компании?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-014",
-        "role": "user",
-        "text": "Какая номенклатура товара реализована с высокой прибылью какая с низкой?",
-        "created_at": "2026-05-23T18:58:48+00:00",
-        "reply_type": null,
-        "trace_id": null,
-        "debug": null
-      },
-      {
-        "message_id": "agent-user-015",
-        "role": "user",
-        "text": "май 2020",
-        "created_at": "2026-05-23T18:58:48+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": "Expanded targeted AGENT replay for the autonomy milestone: value-flow, business overview, debts, VAT, profit/cashflow distinction, nomenclature margin boundary, and final answer quality must survive realistic business questions.",
-      "architecture_phase": "turnaround_11",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_autonomy_business_quality_20260523.json",
-      "scenario_id": "agent_autonomy_business_quality_20260523",
-      "semantic_tags": [
-        "autonomy_core",
-        "bank_boundary",
-        "bank_classification",
-        "business_answer_quality",
-        "business_evaluation",
-        "business_overview",
-        "cashflow_overview",
-        "cashflow_vs_profit",
-        "clarification",
-        "colloquial_money",
-        "colloquial_total",
-        "counterparty_value_flow",
-        "debt_answer_quality",
-        "direct_profit",
-        "domain_purity",
-        "followup_context",
-        "incoming_total",
-        "limit_honesty",
-        "limited_answer",
-        "net_flow",
-        "next_action",
-        "no_profit_substitution",
-        "no_top_guard",
-        "nomenclature_margin",
-        "outgoing_total",
-        "payables",
-        "profit_vs_cashflow",
-        "receivables",
-        "technical_garbage_guard",
-        "value_flow",
-        "vat"
-      ],
-      "validation_status": "accepted_live_replay",
-      "validated_run_dir": "artifacts\\domain_runs\\agent_autonomy_business_quality_live_semantic_gate_accepted_20260523",
-      "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_autonomy_business_quality_live_semantic_gate_accepted_20260523",
-        "final_status": "accepted",
-        "review_overall_status": "pass",
-        "business_overall_status": "pass",
-        "steps_total": 15,
-        "steps_passed": 15,
-        "steps_failed": 0,
-        "steps_with_business_failures": 0,
-        "steps_with_business_warnings": 0,
-        "acceptance_gate_passed": true,
-        "saved_after_validated_replay": true
-      }
-    }
-  }
-}

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260524230641_gen-ag05242306-7b49ab.json

@@ -1,54 +1,58 @@
 {
-  "saved_at": "2026-05-09T18:30:50+00:00",
+  "saved_at": "2026-05-24T23:06:41+00:00",
-  "generation_id": "gen-ag05091830-062fc9",
+  "generation_id": "gen-ag05242306-7b49ab",
   "mode": "saved_user_sessions",
-  "title": "AGENT | Agentic semantic development loop dogfood gate",
+  "title": "AGENT | Бизнес-обзор компании и СВК accepted replay 2026-05-24",
   "agent_run": true,
   "questions": [
     "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020 год по данным 1С: обороты, входящие и исходящие деньги, нетто, НДС, долги, склад, клиенты, поставщики и что пока нельзя утверждать.",
     "Раскрой деньги подробнее: сколько получили, сколько заплатили, какой чистый денежный поток, кто главный клиент и главный поставщик в 2020.",
-    "А если смотреть за все доступное время, какой самый доходный год по подтвержденным оборотам и почему? Не называй это бухгалтерской прибылью, если чистой прибыли нет.",
     "Что с НДС за 2020 год по ООО Альтернатива Плюс: какая позиция видна, на чем она основана и чего не хватает для налогового вывода?",
     "Теперь за все доступное время дай обзор компании в целом, но не тащи НДС за 2020 как подтвержденную общую налоговую позицию.",
     "Отдельно по контрагенту Группа СВК, без опоры на прошлый диалог: сколько денег прошло, что входящее, что исходящее и есть ли документы или движения, на которых это основано?",
     "Покажи документы по этой цепочке и не смешивай Группа СВК с организацией ООО Альтернатива Плюс.",
     "Собери короткий итог: что мы подтвердили по компании, что отдельно по Группа СВК, какие выводы можно делать и какие нельзя.",
-    "Сделай короткий стартовый чек контекста: есть ли уже выбранная компания или контрагент в текущем диалоге; если нет, скажи честно и не выдумывай память про Группа СВК.",
+    "По-человечески посмотри ООО Альтернатива Плюс за 2020: что по бизнесу видно в 1С по деньгам, НДС, долгам, складу, клиентам/поставщикам и где пока нельзя делать вывод?",
-    "Покажи хвосты по счету 60 на август 2020 по ООО Альтернатива Плюс; если точных данных нет, скажи это прямо и не подменяй ответ общим обзором.",
+    "А по деньгам в этом же году кто больше всего занес и кому больше всего ушло? Банк не называй обычным клиентом без оговорки.",
-    "Что было на складе на март 2021 по доступным данным? Дай прямой ответ и не уводи его в контрагента Группа СВК.",
+    "Возьми как выбранного контрагента Группа СВК: сколько по нему входящих денег, исходящих денег и расчетное нетто, на чем это основано?",
-    "Вернись к ООО Альтернатива Плюс: сколько всего денег получили и заплатили по всем подтвержденным данным, но не смешивай это с отдельной цепочкой Группа СВК и не называй оборот чистой прибылью."
+    "Теперь по нему покажи документы и не переключайся на организацию.",
+    "И коротко сравни: что у нас подтверждено по компании, что отдельно по выбранному контрагенту, и какие выводы нельзя делать?",
+    "ООО Альтернатива Плюс"
   ],
   "metadata": {
     "assistant_prompt_version": null,
     "decomposition_prompt_version": null,
     "prompt_fingerprint": null,
-    "agent_focus": "Automate stage question review, live semantic replay, strong business audit, Lead Codex repair handoff, rerun validation, and final human confirmation.",
+    "agent_focus": "Accepted proof pack for company business overview, SVK counterparty money/documents, selected-object carryover, org clarification, and all-time scope reset",
-    "architecture_phase": "turnaround_11_agentic_semantic_development_loop",
+    "architecture_phase": "agent_reliability_uplift_business_overview_counterparty",
-    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agentic_semantic_development_loop_stage_pack.json",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_business_overview_counterparty_reliability_20260524.json",
     "scenario_id": null,
     "semantic_tags": [
       "business_overview",
+      "colloquial",
       "counterparty",
       "debt",
       "documents",
       "inventory",
-      "memory",
       "money",
+      "organization_clarification",
+      "pronoun_followup",
       "scope_guard",
+      "selected_object",
       "vat"
     ],
     "validation_status": "accepted_domain_pack_loop",
-    "validated_run_dir": "artifacts\\domain_runs\\stage_agent_loops\\agentic_semantic_development_loop\\domain_loops\\asl",
+    "validated_run_dir": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39",
     "saved_after_validated_replay": true,
     "save_gate": {
       "schema_version": "agent_semantic_save_gate_v1",
       "validation_status": "accepted_domain_pack_loop",
-      "validated_run_dir": "artifacts\\domain_runs\\stage_agent_loops\\agentic_semantic_development_loop\\domain_loops\\asl",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39",
       "final_status": "accepted",
-      "loop_id": "asl",
+      "loop_id": "agent_business_overview_counterparty_proof_20260524_39",
-      "target_score": 88,
+      "target_score": 90,
       "iterations_ran": 1,
-      "quality_score": 91,
+      "quality_score": 92,
       "repair_target_count": 0,
       "repair_target_severity_counts": {
         "P0": 0,
@@ -56,6 +60,21 @@
         "P2": 0
       },
       "accepted_gate": true,
+      "effective_runtime": {
+        "manifest_path": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39\\effective_runtime.json",
+        "runner": "domain_case_loop.run-pack-loop",
+        "git_sha": "7cc65e808eb2430e7d27f2ac786c340aecc7fc50",
+        "backend_url": "http://127.0.0.1:8787",
+        "mcp_proxy_url": "http://127.0.0.1:6003",
+        "llm_provider": "local",
+        "llm_model": "unsloth/qwen3-30b-a3b-instruct-2507",
+        "temperature": 0.8,
+        "max_output_tokens": 900,
+        "prompt_version": "normalizer_v2_0_2",
+        "prompt_source": "file",
+        "prompt_hash": "f36e36a5e491cd24511b380e0c0059cb01aea5e2af738fb9f01671cd291735c1",
+        "prompt_registry_status": "pass"
+      },
       "saved_after_validated_replay": true
     }
   },
@@ -68,7 +87,7 @@
         "message_id": "agent-user-001",
         "role": "user",
         "text": "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020 год по данным 1С: обороты, входящие и исходящие деньги, нетто, НДС, долги, склад, клиенты, поставщики и что пока нельзя утверждать.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -77,7 +96,7 @@
         "message_id": "agent-user-002",
         "role": "user",
         "text": "Раскрой деньги подробнее: сколько получили, сколько заплатили, какой чистый денежный поток, кто главный клиент и главный поставщик в 2020.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -85,8 +104,8 @@
       {
         "message_id": "agent-user-003",
         "role": "user",
-        "text": "А если смотреть за все доступное время, какой самый доходный год по подтвержденным оборотам и почему? Не называй это бухгалтерской прибылью, если чистой прибыли нет.",
+        "text": "Что с НДС за 2020 год по ООО Альтернатива Плюс: какая позиция видна, на чем она основана и чего не хватает для налогового вывода?",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -94,8 +113,8 @@
       {
         "message_id": "agent-user-004",
         "role": "user",
-        "text": "Что с НДС за 2020 год по ООО Альтернатива Плюс: какая позиция видна, на чем она основана и чего не хватает для налогового вывода?",
+        "text": "Теперь за все доступное время дай обзор компании в целом, но не тащи НДС за 2020 как подтвержденную общую налоговую позицию.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -103,8 +122,8 @@
       {
         "message_id": "agent-user-005",
         "role": "user",
-        "text": "Теперь за все доступное время дай обзор компании в целом, но не тащи НДС за 2020 как подтвержденную общую налоговую позицию.",
+        "text": "Отдельно по контрагенту Группа СВК, без опоры на прошлый диалог: сколько денег прошло, что входящее, что исходящее и есть ли документы или движения, на которых это основано?",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -112,8 +131,8 @@
       {
         "message_id": "agent-user-006",
         "role": "user",
-        "text": "Отдельно по контрагенту Группа СВК, без опоры на прошлый диалог: сколько денег прошло, что входящее, что исходящее и есть ли документы или движения, на которых это основано?",
+        "text": "Покажи документы по этой цепочке и не смешивай Группа СВК с организацией ООО Альтернатива Плюс.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -121,8 +140,8 @@
       {
         "message_id": "agent-user-007",
         "role": "user",
-        "text": "Покажи документы по этой цепочке и не смешивай Группа СВК с организацией ООО Альтернатива Плюс.",
+        "text": "Собери короткий итог: что мы подтвердили по компании, что отдельно по Группа СВК, какие выводы можно делать и какие нельзя.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -130,8 +149,8 @@
       {
         "message_id": "agent-user-008",
         "role": "user",
-        "text": "Собери короткий итог: что мы подтвердили по компании, что отдельно по Группа СВК, какие выводы можно делать и какие нельзя.",
+        "text": "По-человечески посмотри ООО Альтернатива Плюс за 2020: что по бизнесу видно в 1С по деньгам, НДС, долгам, складу, клиентам/поставщикам и где пока нельзя делать вывод?",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -139,8 +158,8 @@
       {
         "message_id": "agent-user-009",
         "role": "user",
-        "text": "Сделай короткий стартовый чек контекста: есть ли уже выбранная компания или контрагент в текущем диалоге; если нет, скажи честно и не выдумывай память про Группа СВК.",
+        "text": "А по деньгам в этом же году кто больше всего занес и кому больше всего ушло? Банк не называй обычным клиентом без оговорки.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -148,8 +167,8 @@
       {
         "message_id": "agent-user-010",
         "role": "user",
-        "text": "Покажи хвосты по счету 60 на август 2020 по ООО Альтернатива Плюс; если точных данных нет, скажи это прямо и не подменяй ответ общим обзором.",
+        "text": "Возьми как выбранного контрагента Группа СВК: сколько по нему входящих денег, исходящих денег и расчетное нетто, на чем это основано?",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -157,8 +176,8 @@
       {
         "message_id": "agent-user-011",
         "role": "user",
-        "text": "Что было на складе на март 2021 по доступным данным? Дай прямой ответ и не уводи его в контрагента Группа СВК.",
+        "text": "Теперь по нему покажи документы и не переключайся на организацию.",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -166,8 +185,17 @@
       {
         "message_id": "agent-user-012",
         "role": "user",
-        "text": "Вернись к ООО Альтернатива Плюс: сколько всего денег получили и заплатили по всем подтвержденным данным, но не смешивай это с отдельной цепочкой Группа СВК и не называй оборот чистой прибылью.",
+        "text": "И коротко сравни: что у нас подтверждено по компании, что отдельно по выбранному контрагенту, и какие выводы нельзя делать?",
-        "created_at": "2026-05-09T18:30:50+00:00",
+        "created_at": "2026-05-24T23:06:41+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-013",
+        "role": "user",
+        "text": "ООО Альтернатива Плюс",
+        "created_at": "2026-05-24T23:06:41+00:00",
         "reply_type": null,
         "trace_id": null,
         "debug": null
@@ -178,33 +206,36 @@
       "assistant_prompt_version": null,
       "decomposition_prompt_version": null,
       "prompt_fingerprint": null,
-      "agent_focus": "Automate stage question review, live semantic replay, strong business audit, Lead Codex repair handoff, rerun validation, and final human confirmation.",
+      "agent_focus": "Accepted proof pack for company business overview, SVK counterparty money/documents, selected-object carryover, org clarification, and all-time scope reset",
-      "architecture_phase": "turnaround_11_agentic_semantic_development_loop",
+      "architecture_phase": "agent_reliability_uplift_business_overview_counterparty",
-      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agentic_semantic_development_loop_stage_pack.json",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_business_overview_counterparty_reliability_20260524.json",
       "scenario_id": null,
       "semantic_tags": [
         "business_overview",
+        "colloquial",
         "counterparty",
         "debt",
         "documents",
         "inventory",
-        "memory",
         "money",
+        "organization_clarification",
+        "pronoun_followup",
         "scope_guard",
+        "selected_object",
         "vat"
       ],
       "validation_status": "accepted_domain_pack_loop",
-      "validated_run_dir": "artifacts\\domain_runs\\stage_agent_loops\\agentic_semantic_development_loop\\domain_loops\\asl",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39",
       "saved_after_validated_replay": true,
       "save_gate": {
         "schema_version": "agent_semantic_save_gate_v1",
         "validation_status": "accepted_domain_pack_loop",
-        "validated_run_dir": "artifacts\\domain_runs\\stage_agent_loops\\agentic_semantic_development_loop\\domain_loops\\asl",
+        "validated_run_dir": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39",
         "final_status": "accepted",
-        "loop_id": "asl",
+        "loop_id": "agent_business_overview_counterparty_proof_20260524_39",
-        "target_score": 88,
+        "target_score": 90,
         "iterations_ran": 1,
-        "quality_score": 91,
+        "quality_score": 92,
         "repair_target_count": 0,
         "repair_target_severity_counts": {
           "P0": 0,
@@ -212,6 +243,21 @@
           "P2": 0
         },
         "accepted_gate": true,
+        "effective_runtime": {
+          "manifest_path": "artifacts\\domain_runs\\agent_business_overview_counterparty_proof_20260524_39\\effective_runtime.json",
+          "runner": "domain_case_loop.run-pack-loop",
+          "git_sha": "7cc65e808eb2430e7d27f2ac786c340aecc7fc50",
+          "backend_url": "http://127.0.0.1:8787",
+          "mcp_proxy_url": "http://127.0.0.1:6003",
+          "llm_provider": "local",
+          "llm_model": "unsloth/qwen3-30b-a3b-instruct-2507",
+          "temperature": 0.8,
+          "max_output_tokens": 900,
+          "prompt_version": "normalizer_v2_0_2",
+          "prompt_source": "file",
+          "prompt_hash": "f36e36a5e491cd24511b380e0c0059cb01aea5e2af738fb9f01671cd291735c1",
+          "prompt_registry_status": "pass"
+        },
         "saved_after_validated_replay": true
       }
     }

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260417070448_gen-mo2kcds2-tlqmvng.json

@@ -1,63 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-mo2kcds2-tlqmvng",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-04-17T07:04:48.578Z",
-  "generation_id": "gen-mo2kcds2-tlqmvng",
-  "mode": "saved_user_sessions",
-  "title": "Ручная сессия 17.04.2026, 10:04:19 ТЕМП",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "saved_user_sessions",
-      "title": "Ручная сессия 17.04.2026, 10:04:19 ТЕМП",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "покажи все документы по чепурнову"
-        },
-        {
-          "user_message": "что нам отгружал чепурнов, какой товар или услугу?"
-        },
-        {
-          "user_message": "какие остатки на складе на сегодня?"
-        },
-        {
-          "user_message": "хвосты по счету 60 на август 2022"
-        },
-        {
-          "user_message": "какие остатки на складе на март 2021"
-        },
-        {
-          "user_message": "По выбранному объекту \"Столешница 600*3050*26 альмандин\": кто нам это поставил?"
-        },
-        {
-          "user_message": "По выбранному объекту \"Столешница 600*3050*26 альмандин\": покажи документы по этой позиции"
-        },
-        {
-          "user_message": "покажи еще раз остатки на эту же дату"
-        },
-        {
-          "user_message": "какие остатки на складе на март 2016"
-        },
-        {
-          "user_message": "на июль 2019"
-        },
-        {
-          "user_message": "на сентябрь"
-        },
-        {
-          "user_message": "а на март"
-        },
-        {
-          "user_message": "это по общей базе"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260424140630_gen-ag04241406-abe4d8.json

@@ -1,97 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag04241406-abe4d8",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-04-24T14:06:30+00:00",
-  "generation_id": "gen-ag04241406-abe4d8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Post-F cross-stage semantic integrity canary",
-  "domain": "address_post_f_cross_stage_canary_agent",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Post-F cross-stage semantic integrity canary",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?"
-        },
-        {
-          "user_message": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс."
-        },
-        {
-          "user_message": "За 2020 год."
-        },
-        {
-          "user_message": "А теперь по документам?"
-        },
-        {
-          "user_message": "А теперь за 2021 год?"
-        },
-        {
-          "user_message": "А теперь за все время?"
-        },
-        {
-          "user_message": "С НДС закончили. Новая тема: покажи документы по Жуковке 51."
-        },
-        {
-          "user_message": "Хорошо, а теперь платежи по нему тоже покажи."
-        },
-        {
-          "user_message": "А по нему договоры?"
-        },
-        {
-          "user_message": "А по нему документы?"
-        },
-        {
-          "user_message": "А за 2021?"
-        },
-        {
-          "user_message": "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?"
-        },
-        {
-          "user_message": "По ООО Альтернатива Плюс."
-        },
-        {
-          "user_message": "Понял, тогда за все время."
-        },
-        {
-          "user_message": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?"
-        },
-        {
-          "user_message": "И кто больше всего принес денег этой организации в 2020 году?"
-        },
-        {
-          "user_message": "А в 2021 году?"
-        },
-        {
-          "user_message": "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК."
-        },
-        {
-          "user_message": "Сколько получили по нему за 2020 год?"
-        },
-        {
-          "user_message": "А теперь сколько заплатили?"
-        },
-        {
-          "user_message": "А какое нетто?"
-        },
-        {
-          "user_message": "А по документам?"
-        },
-        {
-          "user_message": "А по движениям?"
-        },
-        {
-          "user_message": "А теперь тот же смысл за 2021 год."
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260424171031_gen-ag04241710-bdb248.json

@@ -1,58 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag04241710-bdb248",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-04-24T17:10:31+00:00",
-  "generation_id": "gen-ag04241710-bdb248",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Post-F ручные провалы VAT revenue item-flow live3",
-  "domain": "address_post_f_manual_failures",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Post-F ручные провалы VAT revenue item-flow live3",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "кайф - что там на складе по остаткам?"
-        },
-        {
-          "user_message": "АЛЬТЕРНАТИВА"
-        },
-        {
-          "user_message": "март 2016"
-        },
-        {
-          "user_message": "По выбранному объекту \"Рабочая станция универсального специалиста (индивидуальное изготовление)\": где взяли это?"
-        },
-        {
-          "user_message": "ндс можешь прикинуть на дату покупки рабочей станции?"
-        },
-        {
-          "user_message": "прикинь какой ндс нам надо заплатить на февраль 2017"
-        },
-        {
-          "user_message": "кто у нас самый доходный клиент за все время"
-        },
-        {
-          "user_message": "по чепурнову покажи все доки"
-        },
-        {
-          "user_message": "а по свк"
-        },
-        {
-          "user_message": "а сейчас у нас есть что на складе?"
-        },
-        {
-          "user_message": "что нам отгружал чепурнов? какой товар или услугу?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260510094921_gen-ag05100949-2a5ed8.json

@@ -1,40 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05100949-2a5ed8",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-10T09:49:21+00:00",
-  "generation_id": "gen-ag05100949-2a5ed8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 91 route-candidate-driven enablement loop canary",
-  "domain": "address_phase91_route_candidate_driven_enablement_loop",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 91 route-candidate-driven enablement loop canary",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "какой контрагент принес больше всего денег за 2020 год?"
-        },
-        {
-          "user_message": "ООО Альтернатива Плюс"
-        },
-        {
-          "user_message": "а теперь сколько лет мы работаем с Группа СВК?"
-        },
-        {
-          "user_message": "покажи движения по НДС за 2020 по ООО Альтернатива Плюс"
-        },
-        {
-          "user_message": "можно ли по этим данным точно подтвердить резерв под неликвиды на складе?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260510121326_gen-ag05101213-596d99.json

@@ -1,43 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05101213-596d99",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-10T12:13:26+00:00",
-  "generation_id": "gen-ag05101213-596d99",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 93 accounting profit-margin reviewed route",
-  "domain": "address_phase93_accounting_profit_margin_reviewed_route",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 93 accounting profit-margin reviewed route",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "по ООО Альтернатива Плюс за 2020 можно точно сказать чистую прибыль и маржу?"
-        },
-        {
-          "user_message": "а это прибыль или убыток, коротко?"
-        },
-        {
-          "user_message": "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?"
-        },
-        {
-          "user_message": "тогда НДС за 2020 по ООО Альтернатива Плюс какой?"
-        },
-        {
-          "user_message": "а какой контрагент принес больше всего денег за 2020?"
-        },
-        {
-          "user_message": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260510131922_gen-ag05101319-c04f79.json

@@ -1,46 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05101319-c04f79",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-10T13:19:22+00:00",
-  "generation_id": "gen-ag05101319-c04f79",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 94 debt due-date aging reviewed route",
-  "domain": "address_phase94_debt_due_date_aging_reviewed_route",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 94 debt due-date aging reviewed route",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "по ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?"
-        },
-        {
-          "user_message": "то есть просрочку доказать нельзя, коротко почему?"
-        },
-        {
-          "user_message": "а чистая прибыль и маржа за 2020 по этой же компании какие?"
-        },
-        {
-          "user_message": "НДС за 2020 по ООО Альтернатива Плюс какой?"
-        },
-        {
-          "user_message": "а кто принес больше всего денег за 2020?"
-        },
-        {
-          "user_message": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-        },
-        {
-          "user_message": "а зависимость от одного поставщика за 2020 можно точно оценить?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512135726_gen-ag05121357-9ea5d6.json

@@ -1,46 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05121357-9ea5d6",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-12T13:57:26+00:00",
-  "generation_id": "gen-ag05121357-9ea5d6",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 95 vendor/procurement quality reviewed route",
-  "domain": "address_phase95_vendor_procurement_quality_reviewed_route",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 95 vendor/procurement quality reviewed route",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "по ООО Альтернатива Плюс за 2020 есть ли риск, что мы зависим от одного поставщика?"
-        },
-        {
-          "user_message": "а банк из этого ответа считать обычным поставщиком?"
-        },
-        {
-          "user_message": "по этой же компании на конец 2020 можно точно понять, какая дебиторка просрочена?"
-        },
-        {
-          "user_message": "а чистая прибыль и маржа за 2020 какие?"
-        },
-        {
-          "user_message": "НДС за 2020 по ООО Альтернатива Плюс какой?"
-        },
-        {
-          "user_message": "а кто принес больше всего денег за 2020?"
-        },
-        {
-          "user_message": "по ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512162841_gen-ag05121628-50ea6c.json

@@ -1,43 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05121628-50ea6c",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-12T16:28:41+00:00",
-  "generation_id": "gen-ag05121628-50ea6c",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase20 continuity/ranking/self-scope accepted replay 2026-05-12",
-  "domain": "address_phase20_continuity_stabilization",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase20 continuity/ranking/self-scope accepted replay 2026-05-12",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "кто у нас самый доходный клиент за все время?"
-        },
-        {
-          "user_message": "какой у нас самый доходный год?"
-        },
-        {
-          "user_message": "кто нам должен денег на май 2017?"
-        },
-        {
-          "user_message": "а какой ндс мы должны примерно заплатить за этот период?"
-        },
-        {
-          "user_message": "мы должны комуто денег на сегодня?"
-        },
-        {
-          "user_message": "а нам?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512205728_gen-ag05122057-c9786e.json

@@ -1,31 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05122057-c9786e",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-12T20:57:28+00:00",
-  "generation_id": "gen-ag05122057-c9786e",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
-  "domain": "address_phase96_inventory_reserve_liquidation_quality",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 96 inventory reserve/liquidation quality-events",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "По ООО Альтернатива Плюс за 2020 год проверь склад: были ли списания товаров, оприходования/корректировки, инвентаризации, переоценки, резервы под неликвиды или ликвидационная стоимость? Скажи коротко и честно, что подтверждено 1С, а что нельзя утверждать."
-        },
-        {
-          "user_message": "А по этим же данным можно сказать, что склад ликвидный и неликвидов нет?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512225023_gen-ag05122250-4451a8.json

@@ -1,37 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05122250-4451a8",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-12T22:50:23+00:00",
-  "generation_id": "gen-ag05122250-4451a8",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 97 financial counterparty flow hints replay",
-  "domain": "address_phase97_financial_counterparty_flow_hints",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 97 financial counterparty flow hints replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "По ООО Альтернатива Плюс за 2020 отдельно посмотри платежи в СБЕРБАНК: это обычный поставщик или банковский/финансовый поток? Дай коротко и по проверенным данным 1С."
-        },
-        {
-          "user_message": "А если по этой же компании СБЕРБАНК встречается во входящих поступлениях, это клиентская выручка или там может быть кредитный/депозитный банковский смысл? Не притягивай, скажи что подтверждено."
-        },
-        {
-          "user_message": "Теперь дай взрослый краткий обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто и отдельно отметь, если в топах есть банк, почему его нельзя читать как обычного клиента или поставщика."
-        },
-        {
-          "user_message": "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260512231548_gen-ag05122315-f1e27c.json

@@ -1,43 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05122315-f1e27c",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-12T23:15:48+00:00",
-  "generation_id": "gen-ag05122315-f1e27c",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 98 limit honesty and business-language replay",
-  "domain": "address_phase98_limit_honesty_business_language",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 98 limit honesty and business-language replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "По ООО Альтернатива Плюс на конец 2020 можно точно понять, какая дебиторка просрочена?"
-        },
-        {
-          "user_message": "То есть просрочку доказать нельзя, коротко почему?"
-        },
-        {
-          "user_message": "НДС за 2020 по ООО Альтернатива Плюс какой?"
-        },
-        {
-          "user_message": "А кто принес больше всего денег за 2020?"
-        },
-        {
-          "user_message": "По ООО Альтернатива Плюс на конец 2020 можно точно подтвердить резерв под неликвиды на складе?"
-        },
-        {
-          "user_message": "А зависимость от одного поставщика за 2020 можно точно оценить?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513100901_gen-ag05131009-f08174.json

@@ -1,37 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131009-f08174",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T10:09:01+00:00",
-  "generation_id": "gen-ag05131009-f08174",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 99 large-query budget and continuation policy replay",
-  "domain": "address_phase99_large_query_budget_continuation",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 99 large-query budget and continuation policy replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Дай взрослый бизнес-обзор ООО Альтернатива Плюс за 2020: входящие, исходящие, нетто, кто основные источники денег и где важные ограничения."
-        },
-        {
-          "user_message": "То есть это можно считать прибылью за 2020 или нет? Коротко."
-        },
-        {
-          "user_message": "А кто за 2020 принес больше всего денег, и если там банк, не называй его обычным клиентом."
-        },
-        {
-          "user_message": "По исходящим за 2020 есть зависимость от одного поставщика или это только денежная концентрация?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513102845_gen-ag05131028-234e5e.json

@@ -1,34 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131028-234e5e",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T10:28:45+00:00",
-  "generation_id": "gen-ag05131028-234e5e",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 100 large-query continuation UX replay",
-  "domain": "address_phase100_large_query_continuation_ux",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 100 large-query continuation UX replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Дай общий бизнес-обзор ООО Альтернатива Плюс за весь доступный период: входящие, исходящие, нетто, лучший год. Если срез слишком широкий, не выдумывай полный итог, а скажи как безопасно дособрать."
-        },
-        {
-          "user_message": "Ок, тогда дособери конкретно 2020: входящие, исходящие и расчетное денежное нетто."
-        },
-        {
-          "user_message": "Это можно считать прибылью за 2020 или нет? Ответь коротко и по делу."
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513104438_gen-ag05131044-cbe2ff.json

@@ -1,46 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131044-cbe2ff",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T10:44:38+00:00",
-  "generation_id": "gen-ag05131044-cbe2ff",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 101 inventory root scope without warehouse clarification replay",
-  "domain": "address_phase101_inventory_root_scope_no_warehouse_clarification",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 101 inventory root scope without warehouse clarification replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "приветик - че как там дела"
-        },
-        {
-          "user_message": "расскажи что можешь интересного"
-        },
-        {
-          "user_message": "кайф - что там на складе по остаткам?"
-        },
-        {
-          "user_message": "АЛЬТЕРНАТИВА"
-        },
-        {
-          "user_message": "а исторические остатки на другие даты умеешь?"
-        },
-        {
-          "user_message": "давай на июнь 2017"
-        },
-        {
-          "user_message": "март 2016"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513112152_gen-ag05131121-8c41ab.json

@@ -1,43 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131121-8c41ab",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T11:21:52+00:00",
-  "generation_id": "gen-ag05131121-8c41ab",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 102 debt mirror clean-scope polarity replay",
-  "domain": "address_phase102_debt_mirror_clean_scope_polarity",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 102 debt mirror clean-scope polarity replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Альтернатива Плюс"
-        },
-        {
-          "user_message": "мы кому реально должны денег на сегодня? коротко, чистый долг к оплате, без встречных обеспечений как основного долга"
-        },
-        {
-          "user_message": "а Комитету государственных услуг мы реально должны эти 3,6 млн или это встречное обеспечение/зачет? объясни именно по смыслу долга"
-        },
-        {
-          "user_message": "а нам Комитет государственных услуг тоже должен 3,6 млн? это же та же сумма — скажи честно, это дебиторка или встречная часть?"
-        },
-        {
-          "user_message": "тогда кто нам реально должен денег на сегодня? именно чистая дебиторка"
-        },
-        {
-          "user_message": "а мы кому?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513120047_gen-ag05131200-0ed59a.json

@@ -1,43 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131200-0ed59a",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T12:00:47+00:00",
-  "generation_id": "gen-ag05131200-0ed59a",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 103 financial role and purpose arbitration replay",
-  "domain": "address_phase103_financial_role_purpose_arbitration",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 103 financial role and purpose arbitration replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Альтернатива Плюс"
-        },
-        {
-          "user_message": "По СБЕРБАНКУ за 2020 покажи коротко: сколько денег входило и уходило, и что это по смыслу в 1С — клиентская выручка, поставщик, комиссия, кредит или другой финансовый поток?"
-        },
-        {
-          "user_message": "Если СБЕРБАНК есть во входящих поступлениях, можно ли считать его нашим клиентом и выручкой? Скажи по подтвержденным строкам, без притягивания."
-        },
-        {
-          "user_message": "А если деньги уходили в СБЕРБАНК, это наш поставщик или финансовые списания? Раздели по смыслу и покажи основание."
-        },
-        {
-          "user_message": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток, если по назначению он не обычный клиент или поставщик."
-        },
-        {
-          "user_message": "А теперь отдельно по Группа СВК за 2020: сколько денег получили, сколько заплатили и какое нетто?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260513122618_gen-ag05131226-630ddf.json

@@ -1,37 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05131226-630ddf",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-13T12:26:18+00:00",
-  "generation_id": "gen-ag05131226-630ddf",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Phase 104 generic role-tail anchor hygiene replay",
-  "domain": "address_phase104_generic_role_tail_anchor_hygiene",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Phase 104 generic role-tail anchor hygiene replay",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Альтернатива Плюс"
-        },
-        {
-          "user_message": "Теперь дай взрослый обзор за 2020 по компании: входящие, исходящие, нетто, топы, но банк в топах отдельно объясни как финансовый поток, если по назначению он не обычный клиент или поставщик."
-        },
-        {
-          "user_message": "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам."
-        },
-        {
-          "user_message": "А теперь по поставщику Группа СВК за 2020: сколько мы ему заплатили и какой общий денежный смысл?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260522131931_gen-ag05221319-4035f5.json

@@ -1,40 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05221319-4035f5",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-22T13:19:31+00:00",
-  "generation_id": "gen-ag05221319-4035f5",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Inventory margin-ranking accepted replay 2026-05-22",
-  "domain": "inventory_margin_ranking",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Inventory margin-ranking accepted replay 2026-05-22",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Какая номеклатура товара реализована с высокой прибылью какая с низкой"
-        },
-        {
-          "user_message": "сентябрь 2017"
-        },
-        {
-          "user_message": "покажи найденные строки себестоимостной базы"
-        },
-        {
-          "user_message": "расширь до 2017 года"
-        },
-        {
-          "user_message": "анализ по 41 счету а не 01"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260522195737_gen-ag05221957-713bbd.json

@@ -1,34 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05221957-713bbd",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-22T19:57:37+00:00",
-  "generation_id": "gen-ag05221957-713bbd",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Hot value-flow discovery handoff",
-  "domain": "autonomy_hot_value_flow_handoff",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Hot value-flow discovery handoff",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?"
-        },
-        {
-          "user_message": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?"
-        },
-        {
-          "user_message": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523185848_gen-ag05231858-323f86.json

@@ -1,70 +0,0 @@
-{
-  "suite_id": "assistant_saved_session_gen-ag05231858-323f86",
-  "suite_version": "0.1.0",
-  "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-23T18:58:48+00:00",
-  "generation_id": "gen-ag05231858-323f86",
-  "mode": "saved_user_sessions",
-  "title": "AGENT | Autonomy business quality pack",
-  "domain": "autonomy_business_quality",
-  "scenario_count": 1,
-  "case_ids": [
-    "SAVED-001"
-  ],
-  "cases": [
-    {
-      "case_id": "SAVED-001",
-      "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Autonomy business quality pack",
-      "question_type": "followup",
-      "broadness_level": "medium",
-      "turns": [
-        {
-          "user_message": "Сколько входящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?"
-        },
-        {
-          "user_message": "Сколько исходящих денег за 2020 год по ООО Альтернатива Плюс без разреза по контрагентам?"
-        },
-        {
-          "user_message": "А всего сколько денег пришло в ООО Альтернатива Плюс за 2020, без топов и без контрагентов?"
-        },
-        {
-          "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": "скока денег альтернатива заработала за 20 год?"
-        },
-        {
-          "user_message": "а это чистая прибыль?"
-        },
-        {
-          "user_message": "Какая чистая прибыль по ООО Альтернатива Плюс за 2020?"
-        },
-        {
-          "user_message": "А отдельно по СБЕРБАНКУ: он для нас клиент, поставщик или финансовый поток? Дай коротко по подтвержденным строкам."
-        },
-        {
-          "user_message": "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?"
-        },
-        {
-          "user_message": "кому мы должны на конец 2020?"
-        },
-        {
-          "user_message": "а нам кто должен на конец 2020?"
-        },
-        {
-          "user_message": "сколько НДС надо заплатить в налоговую за декабрь 2019?"
-        },
-        {
-          "user_message": "Как ты оценишь деятельность компании?"
-        },
-        {
-          "user_message": "Какая номенклатура товара реализована с высокой прибылью какая с низкой?"
-        },
-        {
-          "user_message": "май 2020"
-        }
-      ]
-    }
-  ]
-}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260524230641_gen-ag05242306-7b49ab.json

@@ -1,12 +1,12 @@
 {
-  "suite_id": "assistant_saved_session_gen-ag05091830-062fc9",
+  "suite_id": "assistant_saved_session_gen-ag05242306-7b49ab",
   "suite_version": "0.1.0",
   "schema_version": "assistant_saved_session_suite_v0_1",
-  "generated_at": "2026-05-09T18:30:50+00:00",
+  "generated_at": "2026-05-24T23:06:41+00:00",
-  "generation_id": "gen-ag05091830-062fc9",
+  "generation_id": "gen-ag05242306-7b49ab",
   "mode": "saved_user_sessions",
-  "title": "AGENT | Agentic semantic development loop dogfood gate",
+  "title": "AGENT | Бизнес-обзор компании и СВК accepted replay 2026-05-24",
-  "domain": "agentic_semantic_development_loop_control",
+  "domain": "agent_business_overview_counterparty_reliability",
   "scenario_count": 1,
   "case_ids": [
     "SAVED-001"
@@ -15,7 +15,7 @@
     {
       "case_id": "SAVED-001",
       "scenario_tag": "agent_saved_user_sessions",
-      "title": "AGENT | Agentic semantic development loop dogfood gate",
+      "title": "AGENT | Бизнес-обзор компании и СВК accepted replay 2026-05-24",
       "question_type": "followup",
       "broadness_level": "medium",
       "turns": [
@@ -25,9 +25,6 @@
         {
           "user_message": "Раскрой деньги подробнее: сколько получили, сколько заплатили, какой чистый денежный поток, кто главный клиент и главный поставщик в 2020."
         },
-        {
-          "user_message": "А если смотреть за все доступное время, какой самый доходный год по подтвержденным оборотам и почему? Не называй это бухгалтерской прибылью, если чистой прибыли нет."
-        },
         {
           "user_message": "Что с НДС за 2020 год по ООО Альтернатива Плюс: какая позиция видна, на чем она основана и чего не хватает для налогового вывода?"
         },
@@ -44,16 +41,22 @@
           "user_message": "Собери короткий итог: что мы подтвердили по компании, что отдельно по Группа СВК, какие выводы можно делать и какие нельзя."
         },
         {
-          "user_message": "Сделай короткий стартовый чек контекста: есть ли уже выбранная компания или контрагент в текущем диалоге; если нет, скажи честно и не выдумывай память про Группа СВК."
+          "user_message": "По-человечески посмотри ООО Альтернатива Плюс за 2020: что по бизнесу видно в 1С по деньгам, НДС, долгам, складу, клиентам/поставщикам и где пока нельзя делать вывод?"
         },
         {
-          "user_message": "Покажи хвосты по счету 60 на август 2020 по ООО Альтернатива Плюс; если точных данных нет, скажи это прямо и не подменяй ответ общим обзором."
+          "user_message": "А по деньгам в этом же году кто больше всего занес и кому больше всего ушло? Банк не называй обычным клиентом без оговорки."
         },
         {
-          "user_message": "Что было на складе на март 2021 по доступным данным? Дай прямой ответ и не уводи его в контрагента Группа СВК."
+          "user_message": "Возьми как выбранного контрагента Группа СВК: сколько по нему входящих денег, исходящих денег и расчетное нетто, на чем это основано?"
         },
         {
-          "user_message": "Вернись к ООО Альтернатива Плюс: сколько всего денег получили и заплатили по всем подтвержденным данным, но не смешивай это с отдельной цепочкой Группа СВК и не называй оборот чистой прибылью."
+          "user_message": "Теперь по нему покажи документы и не переключайся на организацию."
+        },
+        {
+          "user_message": "И коротко сравни: что у нас подтверждено по компании, что отдельно по выбранному контрагенту, и какие выводы нельзя делать?"
+        },
+        {
+          "user_message": "ООО Альтернатива Плюс"
         }
       ]
     }

scripts/domain_case_loop.py

@@ -1972,6 +1972,11 @@ def derive_step_execution_status(reply_type: str | None, debug_payload: dict[str
         and mcp_discovery_candidate_status == "ready_for_guarded_use"
         and reply_type in {"factual", "factual_with_explanation", "partial_coverage"}
     ):
+        if (
+            mcp_discovery_candidate.get("hot_runtime_wired") is True
+            and debug_payload.get("mcp_discovery_execution_handoff_can_use_guarded_response") is True
+        ):
+            return "exact"
         return "partial"
     capability_route_mode = str(debug_payload.get("capability_route_mode") or "").strip()
     fallback_type = str(debug_payload.get("fallback_type") or "").strip()
@@ -2360,6 +2365,8 @@ def is_validated_memory_checkpoint_answer(
     business_review: dict[str, Any],
     violations: list[str],
 ) -> bool:
+    if is_validated_comparison_boundary_memory_checkpoint(state, business_review, violations):
+        return True
     tags = set(normalize_string_list(state.get("semantic_tags")))
     if "memory" not in tags:
         return False
@@ -2375,6 +2382,46 @@ def is_validated_memory_checkpoint_answer(
     )
 
 
+def is_validated_comparison_boundary_memory_checkpoint(
+    state: dict[str, Any],
+    business_review: dict[str, Any],
+    violations: list[str],
+) -> bool:
+    if violations:
+        return False
+    tags = set(normalize_string_list(state.get("semantic_tags")))
+    if not {"business_overview", "selected_object", "organization_clarification"} <= tags:
+        return False
+    comparison_scope = state.get("comparison_scope") if isinstance(state.get("comparison_scope"), dict) else {}
+    organization = comparison_scope.get("organization") if isinstance(comparison_scope.get("organization"), dict) else {}
+    counterparty = comparison_scope.get("counterparty") if isinstance(comparison_scope.get("counterparty"), dict) else {}
+    proof_bundles = comparison_scope.get("proof_bundles") if isinstance(comparison_scope.get("proof_bundles"), dict) else {}
+    value_flow_bundle = (
+        proof_bundles.get("counterparty_value_flow_bundle")
+        if isinstance(proof_bundles.get("counterparty_value_flow_bundle"), dict)
+        else None
+    )
+    document_bundle = (
+        proof_bundles.get("counterparty_document_bundle")
+        if isinstance(proof_bundles.get("counterparty_document_bundle"), dict)
+        else None
+    )
+    organization_label = str(organization.get("label") or "").strip()
+    counterparty_label = str(counterparty.get("label") or "").strip()
+    focus_object = state.get("focus_object") if isinstance(state.get("focus_object"), dict) else {}
+    focus_label = str(focus_object.get("label") or "").strip()
+    if not organization_label or not counterparty_label or not (value_flow_bundle or document_bundle):
+        return False
+    if focus_label and focus_label.casefold() != counterparty_label.casefold():
+        return False
+    return (
+        business_review.get("direct_answer_first_ok") is True
+        and business_review.get("answer_layering_ok") is True
+        and business_review.get("technical_garbage_present") is False
+        and business_review.get("business_usefulness_ok") is True
+    )
+
+
 def is_validated_confirmed_runtime_answer(
     state: dict[str, Any],
     execution_status: str,
@@ -2386,7 +2433,17 @@ def is_validated_confirmed_runtime_answer(
     if violations:
         return False
     if state.get("mcp_discovery_response_applied") is True:
-        return False
+        return (
+            str(state.get("mcp_discovery_response_candidate_status") or "").strip() == "ready_for_guarded_use"
+            and state.get("mcp_discovery_response_candidate_hot_runtime_wired") is True
+            and state.get("mcp_discovery_execution_handoff_can_use_guarded_response") is True
+            and str(state.get("reply_type") or "").strip()
+            in {"factual", "factual_with_explanation", "partial_coverage"}
+            and business_review.get("business_usefulness_ok") is True
+            and business_review.get("direct_answer_first_ok") is True
+            and business_review.get("answer_layering_ok") is True
+            and business_review.get("technical_garbage_present") is False
+        )
     if str(state.get("reply_type") or "").strip() not in {"factual", "factual_with_explanation", "empty_but_valid"}:
         return False
     if str(state.get("fallback_type") or "").strip() not in {"", "none"}:
@@ -2489,6 +2546,33 @@ def is_validated_clarification_answer(
     )
 
 
+def is_validated_missing_axis_clarification_answer(
+    state: dict[str, Any],
+    execution_status: str,
+    business_review: dict[str, Any],
+    violations: list[str],
+) -> bool:
+    if execution_status != "partial":
+        return False
+    if violations:
+        return False
+    if str(state.get("mcp_discovery_response_candidate_status") or "").strip() != "clarification_candidate":
+        return False
+    if str(state.get("mcp_discovery_route_candidate_status") or "").strip() != "needs_user_scope":
+        return False
+    if str(state.get("mcp_discovery_response_reply_type") or "").strip() != "clarification_required":
+        return False
+    if not normalize_string_list(state.get("mcp_discovery_route_candidate_missing_axes")):
+        return False
+    return (
+        business_review.get("business_usefulness_ok") is True
+        and business_review.get("direct_answer_first_ok") is True
+        and business_review.get("answer_layering_ok") is True
+        and business_review.get("technical_garbage_present") is False
+        and business_review.get("next_action_present") is True
+    )
+
+
 def _business_review_is_clean(step_state: dict[str, Any]) -> bool:
     business_review = step_state.get("business_first_review")
     if not isinstance(business_review, dict):
@@ -2736,6 +2820,12 @@ def validate_step_contract(step_state: dict[str, Any]) -> dict[str, Any]:
         business_review,
         unique_violations,
     )
+    missing_axis_clarification_validated = is_validated_missing_axis_clarification_answer(
+        state,
+        execution_status,
+        business_review,
+        unique_violations,
+    )
     state["violated_invariants"] = unique_violations
     state["warnings"] = list(dict.fromkeys(warnings))
     state["hard_fail"] = hard_fail
@@ -2744,6 +2834,7 @@ def validate_step_contract(step_state: dict[str, Any]) -> dict[str, Any]:
     state["runtime_factual_answer_validated"] = runtime_factual_validated
     state["guarded_insufficiency_validated"] = guarded_insufficiency_validated
     state["clarification_answer_validated"] = clarification_validated
+    state["missing_axis_clarification_validated"] = missing_axis_clarification_validated
     state["acceptance_status"] = acceptance_status_from_execution(
         execution_status,
         hard_fail,
@@ -2753,6 +2844,7 @@ def validate_step_contract(step_state: dict[str, Any]) -> dict[str, Any]:
             or runtime_factual_validated
             or guarded_insufficiency_validated
             or clarification_validated
+            or missing_axis_clarification_validated
         ),
     )
     state["status"] = state["acceptance_status"]
@@ -2913,6 +3005,7 @@ def build_scenario_step_state(
         "actual_direct_answer": top_non_empty[0] if top_non_empty else None,
         "extracted_filters": debug.get("extracted_filters") if isinstance(debug.get("extracted_filters"), dict) else {},
         "focus_object": context.get("active_focus_object") if isinstance(context.get("active_focus_object"), dict) else None,
+        "comparison_scope": context.get("comparison_scope") if isinstance(context.get("comparison_scope"), dict) else None,
         "fallback_type": debug.get("fallback_type"),
         "mcp_call_status": debug.get("mcp_call_status"),
         "balance_confirmed": debug.get("balance_confirmed"),
@@ -2947,6 +3040,20 @@ def save_scenario_step_bundle(
     write_text(step_dir / "resolved_question.txt", f"{step_state['question_resolved']}\n")
 
 
+def is_effectively_complete_partial_step(step_output: dict[str, Any]) -> bool:
+    execution_status = str(step_output.get("execution_status") or step_output.get("status") or "").strip()
+    if execution_status == "exact":
+        return True
+    if execution_status != "partial":
+        return False
+    if str(step_output.get("acceptance_status") or "").strip() != "validated":
+        return False
+    return (
+        step_output.get("missing_axis_clarification_validated") is True
+        or step_output.get("clarification_answer_validated") is True
+    )
+
+
 def derive_scenario_execution_status(step_outputs: dict[str, dict[str, Any]]) -> str:
     statuses = [str(item.get("execution_status") or item.get("status") or "") for item in step_outputs.values()]
     if not statuses:
@@ -2955,7 +3062,7 @@ def derive_scenario_execution_status(step_outputs: dict[str, dict[str, Any]]) ->
         return "blocked"
     if any(status == "needs_exact_capability" for status in statuses):
         return "needs_exact_capability"
-    if any(status == "partial" for status in statuses):
+    if any(not is_effectively_complete_partial_step(item) for item in step_outputs.values()):
         return "partial"
     return "exact"
 
@@ -3419,6 +3526,7 @@ def build_pack_summary(
     scenario_results: list[dict[str, Any]],
     final_status: str,
     execution_status: str,
+    acceptance_status: str,
 ) -> str:
     lines = [
         "# Pack summary",
@@ -3427,6 +3535,7 @@ def build_pack_summary(
         f"- domain: `{pack['domain']}`",
         f"- title: {pack['title']}",
         f"- execution_status: `{execution_status}`",
+        f"- acceptance_status: `{acceptance_status}`",
         f"- final_status: `{final_status}`",
         "",
         "## Scenarios",
@@ -3450,6 +3559,7 @@ def build_pack_final_status(
     scenario_results: list[dict[str, Any]],
     final_status: str,
     execution_status: str,
+    acceptance_status: str,
 ) -> str:
     expected_scenarios = len(pack.get("scenarios") or [])
     executed_scenarios = len(scenario_results)
@@ -3471,6 +3581,7 @@ def build_pack_final_status(
 
         - status: `{final_status}`
         - execution_status: `{execution_status}`
+        - acceptance_status: `{acceptance_status}`
         - pack_id: `{pack['pack_id']}`
         - domain: `{pack['domain']}`
         - reason: {reason}
@@ -3522,6 +3633,18 @@ def derive_pack_final_status(pack: dict[str, Any], scenario_results: list[dict[s
     return "accepted" if len(scenario_results) == len(pack.get("scenarios") or []) else "partial"
 
 
+def derive_pack_effective_final_status(acceptance_status: str, execution_status: str) -> str:
+    normalized_acceptance = str(acceptance_status or "").strip() or "partial"
+    normalized_execution = str(execution_status or "").strip() or "partial"
+    if normalized_acceptance in {"blocked", "needs_exact_capability"}:
+        return normalized_acceptance
+    if normalized_execution in {"blocked", "needs_exact_capability"}:
+        return normalized_execution
+    if normalized_acceptance == "accepted" and normalized_execution == "exact":
+        return "accepted"
+    return "partial"
+
+
 def build_scenario_acceptance_matrix(pack: dict[str, Any], scenario_results: list[dict[str, Any]]) -> str:
     scenario_status_map = {
         str(item.get("scenario_id") or ""): str(item.get("final_status") or "unknown")
@@ -3906,6 +4029,7 @@ def compact_step_output_for_review(step_output: Any) -> dict[str, Any]:
         "required_carryover_invariants": step_output.get("required_carryover_invariants"),
         "extracted_filters": step_output.get("extracted_filters"),
         "focus_object": step_output.get("focus_object"),
+        "comparison_scope": step_output.get("comparison_scope"),
         "date_scope": step_output.get("date_scope"),
         "result_mode": step_output.get("result_mode"),
         "truth_mode": step_output.get("truth_mode"),
@@ -4436,6 +4560,8 @@ def build_deterministic_repair_targets(
         "schema_version": "domain_pack_repair_targets_v1",
         "pack_id": pack_state.get("pack_id"),
         "domain": pack_state.get("domain"),
+        "execution_status": pack_state.get("execution_status"),
+        "acceptance_status": pack_state.get("acceptance_status"),
         "final_status": pack_state.get("final_status"),
         "target_count": len(targets),
         "severity_counts": severity_counts,
@@ -4588,6 +4714,18 @@ def analyst_target_contradicts_validated_step(target: dict[str, Any], step_snaps
         ):
             return True
 
+    if step_snapshot.get("memory_checkpoint_validated") is True and evidence_problem:
+        memory_checkpoint_markers = (
+            "machine-readable",
+            "comparison boundary",
+            "carryover",
+            "comparison bundle",
+            "reusable comparison",
+            "selected counterparty",
+        )
+        if any(marker in target_text for marker in memory_checkpoint_markers):
+            return True
+
     followup_problem = problem_type in {
         "followup_action_resolution_gap",
         "object_memory_gap",
@@ -4980,8 +5118,9 @@ def evaluate_deterministic_loop_gate(
     repair_targets: dict[str, Any],
 ) -> tuple[bool, str]:
     pack_final_status = str(pack_state.get("final_status") or "").strip() or "partial"
-    if pack_final_status != "accepted":
+    pack_acceptance_status = str(pack_state.get("acceptance_status") or pack_final_status).strip() or "partial"
-        return False, f"pack_final_status={pack_final_status}"
+    if pack_acceptance_status != "accepted":
+        return False, f"pack_acceptance_status={pack_acceptance_status};pack_final_status={pack_final_status}"
     severity_counts = repair_targets.get("severity_counts") if isinstance(repair_targets, dict) else {}
     if isinstance(severity_counts, dict):
         p0_count = int(severity_counts.get("P0") or 0)
@@ -5120,7 +5259,8 @@ def build_analyst_loop_prompt(
 
         Rules:
         - `accepted` is allowed only if quality_score >= {target_score}, unresolved_p0_count = 0, and regression_detected = false;
-        - `accepted` is forbidden if the evidence bundle shows `pack_state.final_status != accepted` or the deterministic repair targets still contain any `P0` or `P1` items;
+        - `accepted` is forbidden if the evidence bundle shows `pack_state.acceptance_status != accepted` (or, for old artifacts without `acceptance_status`, `pack_state.final_status != accepted`) or the deterministic repair targets still contain any `P0` or `P1` items;
+        - `pack_state.final_status=partial` with `acceptance_status=accepted` means the run still had partial execution evidence; treat it as a proof-strength signal, not as a presentation bug by itself;
         - `accepted` also requires `direct_answer_ok = true`, `business_usefulness_ok = true`, `temporal_honesty_ok = true`, and `field_truth_ok = true`;
         - Treat validated bounded MCP discovery as the semantic route when `bounded_mcp_answer_validated = true`, `mcp_discovery_response_applied = true`, `mcp_discovery_response_candidate_status = ready_for_guarded_use`, and `mcp_discovery_effective_intents` matches the business question. The legacy address route may be only a seed lane; do not call that silent heuristic masking unless the selected discovery chain is wrong, not ready, not applied, or the user-facing answer/state is semantically wrong.
         - Use `mcp_discovery_route_candidate_status`, `mcp_discovery_route_candidate_missing_axes`, and `mcp_discovery_route_candidate_enablement_reason` to distinguish a valid user-scope clarification from a real missing reviewed route. Do not ask the coder to overfit the visible answer when the correct next action is route enablement or missing-axis clarification.
@@ -5998,7 +6138,8 @@ def handle_run_pack(args: argparse.Namespace) -> int:
         )
 
     execution_status = derive_pack_execution_status(scenario_results)
-    final_status = derive_pack_final_status(pack, scenario_results)
+    acceptance_status = derive_pack_final_status(pack, scenario_results)
+    final_status = derive_pack_effective_final_status(acceptance_status, execution_status)
 
     pack_state = {
         "schema_version": SCENARIO_PACK_SCHEMA_VERSION,
@@ -6009,6 +6150,7 @@ def handle_run_pack(args: argparse.Namespace) -> int:
         "bindings": pack.get("bindings") or {},
         "scenario_results": scenario_results,
         "execution_status": execution_status,
+        "acceptance_status": acceptance_status,
         "final_status": final_status,
         "updated_at": datetime.now(timezone.utc).replace(microsecond=0).isoformat(),
     }
@@ -6018,8 +6160,8 @@ def handle_run_pack(args: argparse.Namespace) -> int:
     write_json(pack_dir / "pack_state.json", pack_state)
     write_json(pack_dir / "repair_targets.json", repair_targets)
     write_text(pack_dir / "repair_targets.md", build_repair_targets_summary(repair_targets))
-    write_text(pack_dir / "pack_summary.md", build_pack_summary(pack, scenario_results, final_status, execution_status))
+    write_text(pack_dir / "pack_summary.md", build_pack_summary(pack, scenario_results, final_status, execution_status, acceptance_status))
-    write_text(pack_dir / "final_status.md", build_pack_final_status(pack, scenario_results, final_status, execution_status))
+    write_text(pack_dir / "final_status.md", build_pack_final_status(pack, scenario_results, final_status, execution_status, acceptance_status))
     print(f"[domain-case-loop] saved pack artifacts to {pack_dir}")
     print(f"[domain-case-loop] execution_status={execution_status} final_status={final_status}")
     return 0

scripts/review_assistant_stage1_run.py

@@ -135,6 +135,45 @@ COMPANY_PROFIT_ANSWER_RE = re.compile(
     "(?:\u0447\u0438\u0441\u0442\u0430\u044f\\s+\u043f\u0440\u0438\u0431\u044b\u043b\u044c|\u043f\u0440\u0438\u0431\u044b\u043b\u044c\u044e|90/91/99|\u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442|\u0443\u0431\u044b\u0442\u043e\u043a)",
     re.IGNORECASE,
 )
+BACKEND_ERROR_ANSWER_RE = re.compile(
+    "(?:backend_error|internal\\s+error|"
+    "\u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\\w*\\s+\u043e\u0448\u0438\u0431\u043a|"
+    "\u043d\u0435\\s+\u0443\u0434\u0430\u043b\u043e\u0441\u044c\\s+\u0437\u0430\u0432\u0435\u0440\u0448\u0438\u0442\u044c\\s+\u0440\u0430\u0437\u0431\u043e\u0440)",
+    re.IGNORECASE,
+)
+TOP_YEAR_QUESTION_RE = re.compile(
+    "(?:\u0441\u0430\u043c\\w*\\s+\u0434\u043e\u0445\u043e\u0434\u043d\\w*\\s+\u0433\u043e\u0434|"
+    "\u0434\u043e\u0445\u043e\u0434\u043d\\w*\\s+\u0433\u043e\u0434|"
+    "\u043b\u0443\u0447\u0448\\w*\\s+\u0433\u043e\u0434|top[-\\s]*year|best\\s+year)",
+    re.IGNORECASE,
+)
+DIRECT_TOP_YEAR_ANSWER_RE = re.compile(
+    "(?:(?:\u0441\u0430\u043c\\w*\\s+\u0434\u043e\u0445\u043e\u0434\u043d\\w*\\s+\u0433\u043e\u0434|"
+    "\u043b\u0443\u0447\u0448\\w*\\s+\u0433\u043e\u0434|\u043b\u0438\u0434\u0438\u0440\\w*|"
+    "\u0442\u043e\u043f[-\\s]*1|top[-\\s]*year|best\\s+year)[^\\n]{0,160}(?:19|20)\\d{2}|"
+    "(?:19|20)\\d{2}[^\\n]{0,120}(?:\u043b\u0438\u0434\u0438\u0440\\w*|"
+    "\u0441\u0430\u043c\\w*\\s+\u0434\u043e\u0445\u043e\u0434\u043d\\w*|"
+    "\u043b\u0443\u0447\u0448\\w*\\s+\u0433\u043e\u0434))",
+    re.IGNORECASE,
+)
+GENERIC_BUSINESS_OVERVIEW_ANSWER_RE = re.compile(
+    "(?:\u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442\\s+\u043a\u0430\u043a\\s+\u0431\u0438\u0437\u043d\u0435\u0441|"
+    "\u043a\u0440\u0443\u043f\u043d\\w*\\s+\u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442\\w*\\s+\u0434\u0435\u043d\u0435\u0436\u043d\\w*\\s+\u043f\u043e\u0442\u043e\u043a|"
+    "\u0431\u0438\u0437\u043d\u0435\u0441-\u043e\u0431\u0437\u043e\u0440|\u043e\u0431\u0449\\w*\\s+\u0431\u0438\u0437\u043d\u0435\u0441\\w*\\s+\u043e\u0431\u0437\u043e\u0440)",
+    re.IGNORECASE,
+)
+VAT_PURCHASE_DATE_QUESTION_RE = re.compile(
+    "(?:\u043d\u0434\u0441[^\\n]{0,80}\u0434\u0430\u0442[ау]\\s+\u043f\u043e\u043a\u0443\u043f\u043a|"
+    "\u0434\u0430\u0442[ау]\\s+\u043f\u043e\u043a\u0443\u043f\u043a[^\\n]{0,80}\u043d\u0434\u0441)",
+    re.IGNORECASE,
+)
+VAT_PURCHASE_DATE_BASIS_RE = re.compile(
+    "(?:\u0434\u0430\u0442[ауы]\\s+\u043f\u043e\u043a\u0443\u043f\u043a|\u043f\u043e\u043a\u0443\u043f\u043a[аи]\\s+\u043e\u0442|"
+    "\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438[ея]\\s+\u043e\u0442|\u043e\u043f\u043e\u0440\u043d\\w*\\s+\u0434\u0430\u0442|"
+    "\u043f\u0435\u0440\u0432\\w*\\s+(?:\u043d\u0430\u0439\u0434\u0435\u043d\u043d\\w*\\s+)?(?:\u043f\u043e\u043a\u0443\u043f\u043a|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d)|"
+    "\u0434\u0430\u0442\\w*\\s+\u0437\u0430\u043a\u0443\u043f)",
+    re.IGNORECASE,
+)
 
 
 def now_iso() -> str:
@@ -360,6 +399,9 @@ def build_step_for_pair(pair: dict[str, Any]) -> dict[str, Any]:
             "business_answer_too_verbose": "P1",
             "bank_counterparty_misclassified_as_business_partner": "P1",
             "counterparty_value_flow_misrouted_to_company_profit": "P0",
+            "backend_error_response": "P0",
+            "year_ranking_direct_answer_missing": "P0",
+            "purchase_date_vat_anchor_ambiguous": "P1",
         },
     }
 
@@ -374,6 +416,20 @@ def marker_hits(text: str, markers: tuple[str, ...]) -> list[str]:
     return [marker for marker in markers if marker and marker.casefold() in lowered]
 
 
+def add_review_issue(
+    *,
+    issue_codes: list[str],
+    root_layers: list[str],
+    issue_code: str,
+    layers: tuple[str, ...],
+) -> None:
+    if issue_code not in issue_codes:
+        issue_codes.append(issue_code)
+    for layer in layers:
+        if layer and layer not in root_layers:
+            root_layers.append(layer)
+
+
 def detect_counterparty_value_flow_profit_mismatch(question: str, assistant_text: str) -> dict[str, Any] | None:
     question_text = str(question or "")
     answer_text = str(assistant_text or "")
@@ -412,6 +468,51 @@ def augment_gui_business_review(step_state: dict[str, Any]) -> dict[str, Any]:
     assistant_text = str(step_state.get("assistant_text") or "")
     issue_codes = [str(item) for item in review.get("issue_codes", []) if str(item).strip()]
     root_layers = [str(item) for item in review.get("suggested_root_cause_layers", []) if str(item).strip()]
+    semantic_details = (
+        dict(review.get("semantic_mismatch_details"))
+        if isinstance(review.get("semantic_mismatch_details"), dict)
+        else {}
+    )
+    first_answer_line = next((line.strip() for line in assistant_text.splitlines() if line.strip()), "")
+
+    if str(step_state.get("reply_type") or "").strip() == "backend_error" or BACKEND_ERROR_ANSWER_RE.search(assistant_text):
+        add_review_issue(
+            issue_codes=issue_codes,
+            root_layers=root_layers,
+            issue_code="backend_error_response",
+            layers=("runtime_error", "business_utility_gap"),
+        )
+        semantic_details["backend_error_response"] = {
+            "reply_type": step_state.get("reply_type"),
+            "first_answer_line": first_answer_line,
+        }
+
+    if TOP_YEAR_QUESTION_RE.search(question):
+        has_direct_top_year = bool(DIRECT_TOP_YEAR_ANSWER_RE.search(assistant_text))
+        generic_overview_first = bool(GENERIC_BUSINESS_OVERVIEW_ANSWER_RE.search(first_answer_line))
+        if not has_direct_top_year or generic_overview_first:
+            add_review_issue(
+                issue_codes=issue_codes,
+                root_layers=root_layers,
+                issue_code="year_ranking_direct_answer_missing",
+                layers=("answer_shape_mismatch", "business_utility_gap"),
+            )
+            semantic_details["year_ranking_direct_answer_missing"] = {
+                "has_direct_top_year": has_direct_top_year,
+                "generic_overview_first": generic_overview_first,
+                "first_answer_line": first_answer_line,
+            }
+
+    if VAT_PURCHASE_DATE_QUESTION_RE.search(question) and not VAT_PURCHASE_DATE_BASIS_RE.search(assistant_text):
+        add_review_issue(
+            issue_codes=issue_codes,
+            root_layers=root_layers,
+            issue_code="purchase_date_vat_anchor_ambiguous",
+            layers=("domain_anchor_gap", "field_mapping_gap"),
+        )
+        semantic_details["purchase_date_vat_anchor_ambiguous"] = {
+            "first_answer_line": first_answer_line,
+        }
 
     technical_hits = [str(item) for item in review.get("technical_garbage_hits", []) if str(item).strip()]
     for hit in marker_hits(assistant_text, GUI_TECHNICAL_LEAK_MARKERS):
@@ -434,17 +535,18 @@ def augment_gui_business_review(step_state: dict[str, Any]) -> dict[str, Any]:
 
     mismatch_details = detect_counterparty_value_flow_profit_mismatch(question, assistant_text)
     if mismatch_details:
-        issue_code = "counterparty_value_flow_misrouted_to_company_profit"
+        add_review_issue(
-        if issue_code not in issue_codes:
+            issue_codes=issue_codes,
-            issue_codes.append(issue_code)
+            root_layers=root_layers,
-        if "followup_action_resolution_gap" not in root_layers:
+            issue_code="counterparty_value_flow_misrouted_to_company_profit",
-            root_layers.append("followup_action_resolution_gap")
+            layers=("followup_action_resolution_gap", "answer_shape_mismatch"),
-        if "answer_shape_mismatch" not in root_layers:
+        )
-            root_layers.append("answer_shape_mismatch")
+        semantic_details["counterparty_value_flow_misrouted_to_company_profit"] = mismatch_details
-        review["semantic_mismatch_details"] = mismatch_details
 
     review["technical_garbage_present"] = bool(technical_hits)
     review["technical_garbage_hits"] = technical_hits
+    if semantic_details:
+        review["semantic_mismatch_details"] = semantic_details
     review["issue_codes"] = issue_codes
     review["suggested_root_cause_layers"] = list(dict.fromkeys(root_layers))
     review["business_usefulness_ok"] = not issue_codes

scripts/test_review_assistant_stage1_run.py

@@ -104,6 +104,117 @@ class AssistantStage1RunReviewTests(unittest.TestCase):
         self.assertEqual(review["question_quality_review"]["turns_total"], 2)
         self.assertIn("contextual_followup", review["question_quality_review"]["tag_counts"])
 
+    def test_review_flags_backend_error_as_business_blocker(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            sessions_dir = root / "sessions"
+            reports_dir = root / "reports"
+            run_id = "assistant-stage1-backend-error"
+            session_file = sessions_dir / f"{run_id}-SAVED-001.json"
+            report_file = reports_dir / f"{run_id}.md"
+            write_json(
+                session_file,
+                session_payload(
+                    [
+                        {"role": "user", "text": "приветик - че как там дела"},
+                        {
+                            "role": "assistant",
+                            "text": "Сейчас не удалось завершить разбор из-за внутренней ошибки контуров LLM.",
+                            "reply_type": "backend_error",
+                            "message_id": "a-backend-error",
+                            "trace_id": "trace-backend-error",
+                            "debug": {},
+                        },
+                    ]
+                ),
+            )
+            report_file.parent.mkdir(parents=True, exist_ok=True)
+            report_file.write_text(f"# Assistant Stage 1 Eval Run\n\n- run_id: {run_id}\n", encoding="utf-8")
+
+            review = reviewer.build_run_review(
+                run_id=run_id,
+                session_files=[session_file],
+                report_path=report_file,
+            )
+
+        self.assertEqual(review["summary"]["overall_business_status"], "fail")
+        self.assertIn("backend_error_response", review["summary"]["issue_counts"])
+        target_by_issue = {item["issue_code"]: item for item in review["repair_targets"]}
+        self.assertEqual(target_by_issue["backend_error_response"]["severity"], "P0")
+
+    def test_review_flags_top_year_generic_overview_without_direct_year(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            sessions_dir = root / "sessions"
+            reports_dir = root / "reports"
+            run_id = "assistant-stage1-top-year-generic"
+            session_file = sessions_dir / f"{run_id}-SAVED-001.json"
+            report_file = reports_dir / f"{run_id}.md"
+            write_json(
+                session_file,
+                session_payload(
+                    [
+                        {"role": "user", "text": "какой у нас самый доходный год"},
+                        {
+                            "role": "assistant",
+                            "text": "Коротко: по доступным данным компания выглядит как бизнес с крупными контрактными денежными потоками. Входящие деньги за доступное время: 10 000 руб.",
+                            "reply_type": "partial_coverage",
+                            "message_id": "a-top-year-generic",
+                            "trace_id": "trace-top-year-generic",
+                            "debug": {"capability_id": "address_customer_revenue_and_payments"},
+                        },
+                    ]
+                ),
+            )
+            report_file.parent.mkdir(parents=True, exist_ok=True)
+            report_file.write_text(f"# Assistant Stage 1 Eval Run\n\n- run_id: {run_id}\n", encoding="utf-8")
+
+            review = reviewer.build_run_review(
+                run_id=run_id,
+                session_files=[session_file],
+                report_path=report_file,
+            )
+
+        self.assertEqual(review["summary"]["overall_business_status"], "fail")
+        self.assertIn("year_ranking_direct_answer_missing", review["summary"]["issue_counts"])
+        target_by_issue = {item["issue_code"]: item for item in review["repair_targets"]}
+        self.assertEqual(target_by_issue["year_ranking_direct_answer_missing"]["severity"], "P0")
+
+    def test_review_accepts_direct_top_year_answer(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            sessions_dir = root / "sessions"
+            reports_dir = root / "reports"
+            run_id = "assistant-stage1-top-year-clean"
+            session_file = sessions_dir / f"{run_id}-SAVED-001.json"
+            report_file = reports_dir / f"{run_id}.md"
+            write_json(
+                session_file,
+                session_payload(
+                    [
+                        {"role": "user", "text": "какой у нас самый доходный год"},
+                        {
+                            "role": "assistant",
+                            "text": "Самый доходный год по подтвержденным поступлениям: 2021 (320 000 руб. по 1 операции). Это денежный поток, а не чистая прибыль.",
+                            "reply_type": "factual",
+                            "message_id": "a-top-year-clean",
+                            "trace_id": "trace-top-year-clean",
+                            "debug": {"capability_id": "address_customer_revenue_and_payments"},
+                        },
+                    ]
+                ),
+            )
+            report_file.parent.mkdir(parents=True, exist_ok=True)
+            report_file.write_text(f"# Assistant Stage 1 Eval Run\n\n- run_id: {run_id}\n", encoding="utf-8")
+
+            review = reviewer.build_run_review(
+                run_id=run_id,
+                session_files=[session_file],
+                report_path=report_file,
+            )
+
+        self.assertNotIn("year_ranking_direct_answer_missing", review["summary"]["issue_counts"])
+
     def test_save_run_review_materializes_machine_and_markdown_artifacts(self) -> None:
         with tempfile.TemporaryDirectory() as tmp:
             output_dir = Path(tmp) / "review"