Обновить отметку shared LLM connection

docs/orchestration/assistant_stage1_hm_vat_period_oldstock_regression_20260525.json

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+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "assistant_stage1_hm_vat_period_oldstock_regression_20260525",
+  "domain": "assistant_stage1_hm_vat_period_oldstock_regression",
+  "title": "GUI Hm VAT explicit period and factual old-stock replay",
+  "description": "Focused replay for assistant-stage1-HmCqi80Vkb: explicit VAT month questions after an inventory purchase-date bridge must not reuse the old purchase date, and old-stock aging must be grounded in factual positive stock rather than earliest historical purchases.",
+  "bindings": {
+    "organization": "ООО \"Альтернатива Плюс\"",
+    "focus_item": "Рабочая станция универсального специалиста (индивидуальное изготовление)"
+  },
+  "steps": [
+    {
+      "step_id": "s01_current_stock_for_org",
+      "title": "Current inventory snapshot for organization",
+      "question": "Какие остатки на складе у ООО \"Альтернатива Плюс\"?",
+      "allowed_reply_types": ["factual"],
+      "expected_intents": ["inventory_on_hand_as_of_date"],
+      "expected_recipe": "address_inventory_on_hand_as_of_date_v1",
+      "required_direct_answer_patterns_any": ["остат", "склад"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery"],
+      "criticality": "critical",
+      "semantic_tags": ["inventory", "organization_scope"]
+    },
+    {
+      "step_id": "s02_historical_stock_march_2016",
+      "title": "Historical inventory snapshot from Hm run",
+      "question": "март 2016",
+      "allowed_reply_types": ["factual"],
+      "expected_intents": ["inventory_on_hand_as_of_date"],
+      "expected_recipe": "address_inventory_on_hand_as_of_date_v1",
+      "required_filters": {
+        "period_from": "2016-03-01",
+        "period_to": "2016-03-31",
+        "as_of_date": "2016-03-31"
+      },
+      "required_direct_answer_patterns_any": ["31\\.03\\.2016", "Рабочая станция"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery"],
+      "criticality": "critical",
+      "semantic_tags": ["inventory", "historical_snapshot", "date_carryover"]
+    },
+    {
+      "step_id": "s03_selected_item_purchase_provenance",
+      "title": "Selected workstation purchase provenance",
+      "question": "По выбранному объекту \"Рабочая станция универсального специалиста (индивидуальное изготовление)\": где взяли это?",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["inventory_purchase_provenance_for_item"],
+      "expected_recipe": "address_inventory_purchase_provenance_for_item_v1",
+      "required_filters": {
+        "item": "Рабочая станция универсального специалиста (индивидуальное изготовление)",
+        "as_of_date": "2016-03-31"
+      },
+      "required_direct_answer_patterns_any": ["Рабочая станция", "поставщик|закуп"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery", "контрагент:\\s*Рабочая станция универсального специалиста"],
+      "criticality": "critical",
+      "semantic_tags": ["inventory", "selected_object", "purchase_provenance"]
+    },
+    {
+      "step_id": "s04_selected_item_sale_trace",
+      "title": "Selected workstation sale trace follow-up",
+      "question": "а кому продали?",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["inventory_sale_trace_for_item"],
+      "expected_recipe": "address_inventory_sale_trace_for_item_v1",
+      "required_direct_answer_patterns_any": ["Комитет государственных услуг", "без партионного учета"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery", "контрагент:\\s*Рабочая станция универсального специалиста"],
+      "criticality": "critical",
+      "semantic_tags": ["inventory", "selected_object", "sale_trace"]
+    },
+    {
+      "step_id": "s05_item_field_truth_meta",
+      "title": "Item versus counterparty field-truth meta check",
+      "question": "у тебя написано кто контрагент: рабочая станция - это ошибка?",
+      "allowed_reply_types": ["chat", "factual", "factual_with_explanation", "partial_coverage"],
+      "required_direct_answer_patterns_any": ["товар", "не контрагент"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery"],
+      "criticality": "warning",
+      "semantic_tags": ["field_truth", "item_vs_counterparty"]
+    },
+    {
+      "step_id": "s06_vat_purchase_date_bridge",
+      "title": "VAT by selected item purchase date bridge",
+      "question": "ндс можешь прикинуть на дату покупки рабочей станции?",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["vat_liability_confirmed_for_tax_period"],
+      "expected_recipe": "address_vat_liability_confirmed_tax_period_v1",
+      "required_direct_answer_patterns_any": ["НДС", "05\\.02\\.2015", "дата закупки|дата покупки"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "(?i)capability_id", "(?i)mcp_discovery"],
+      "criticality": "critical",
+      "semantic_tags": ["vat", "purchase_date_bridge", "temporal_honesty"]
+    },
+    {
+      "step_id": "s07_vat_explicit_march_2020",
+      "title": "Explicit March 2020 VAT must override purchase-date bridge",
+      "question": "а какой ндс мы должны сгрузить на март 2020?",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["vat_liability_confirmed_for_tax_period"],
+      "expected_recipe": "address_vat_liability_confirmed_tax_period_v1",
+      "required_direct_answer_patterns_any": ["НДС", "2020"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "05\\.02\\.2015", "дата закупки", "дата покупки", "(?i)capability_id", "(?i)mcp_discovery"],
+      "forbidden_filter_values": {
+        "period_from": ["2015-01-01", "2015-02-01"],
+        "period_to": ["2015-03-31", "2015-02-28"],
+        "purchase_date_bridge_selected": ["2015-02-05"]
+      },
+      "criticality": "critical",
+      "semantic_tags": ["vat", "explicit_period_override", "temporal_honesty"]
+    },
+    {
+      "step_id": "s08_vat_explicit_february_2017",
+      "title": "Explicit February 2017 VAT must override purchase-date bridge",
+      "question": "прикинь какой ндс нам надо заплатить на февраль 2017",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["vat_liability_confirmed_for_tax_period"],
+      "expected_recipe": "address_vat_liability_confirmed_tax_period_v1",
+      "required_direct_answer_patterns_any": ["НДС", "2017"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "05\\.02\\.2015", "дата закупки", "дата покупки", "(?i)capability_id", "(?i)mcp_discovery"],
+      "forbidden_filter_values": {
+        "period_from": ["2015-01-01", "2015-02-01"],
+        "period_to": ["2015-03-31", "2015-02-28"],
+        "purchase_date_bridge_selected": ["2015-02-05"]
+      },
+      "criticality": "critical",
+      "semantic_tags": ["vat", "explicit_period_override", "temporal_honesty"]
+    },
+    {
+      "step_id": "s09_old_stock_factual_positive_stock",
+      "title": "Old stock aging must be based on factual positive stock",
+      "question": "Есть ли у ООО \"Альтернатива Плюс\" остатки товара, которые закупались очень давно",
+      "allowed_reply_types": ["factual", "partial_coverage"],
+      "expected_intents": ["inventory_aging_by_purchase_date"],
+      "expected_recipe": "address_inventory_aging_by_purchase_date_v1",
+      "required_direct_answer_patterns_any": ["положительн", "остат", "давно закуп"],
+      "forbidden_answer_patterns": ["(?m)^Коротко:", "Позиций в выборке:\\s*390", "(?i)capability_id", "(?i)mcp_discovery"],
+      "criticality": "critical",
+      "semantic_tags": ["inventory", "old_stock", "positive_stock_basis"]
+    }
+  ]
+}

docs/orchestration/assistant_stage1_y9_inventory_selected_object_regression_20260525.json

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+{
+  "schema_version": "domain_scenario_pack_v1",
+  "pack_id": "assistant_stage1_y9_inventory_selected_object_regression_20260525",
+  "domain": "inventory_selected_object_reliability",
+  "title": "GUI Y9 inventory selected-object regression proof",
+  "description": "Focused replay for assistant-stage1-Y9qmtnz66r: inventory snapshot, selected item provenance, sale trace, field-truth meta question, VAT carryover from ambiguous purchase dates, and old-stock aging.",
+  "analysis_context": {
+    "as_of_date": "2026-05-25",
+    "source": "assistant-stage1-Y9qmtnz66r"
+  },
+  "bindings": {
+    "organization_alias": "АЛЬТЕРНАТИВА",
+    "organization": "ООО \"Альтернатива Плюс\"",
+    "historical_month": "март 2016",
+    "historical_as_of_date": "2016-03-31",
+    "focus_item": "Рабочая станция универсального специалиста (индивидуальное изготовление)",
+    "known_buyer": "Комитет государственных услуг г. Москвы"
+  },
+  "scenarios": [
+    {
+      "scenario_id": "inventory_selected_item_provenance_chain",
+      "title": "Inventory selected item provenance chain from GUI run Y9",
+      "description": "Validates that the assistant keeps organization/date/item carryover from a historical stock snapshot and answers selected-object provenance without confusing item, counterparty, lot trace, and purchase-date VAT semantics.",
+      "steps": [
+        {
+          "step_id": "s01_stock_now_for_org",
+          "title": "Current stock for explicit organization",
+          "node_role": "root",
+          "question": "Какие остатки на складе у {{bindings.organization}}?",
+          "semantic_tags": ["inventory", "organization_scope"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["остат", "Альтернатива"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        },
+        {
+          "step_id": "s02_historical_stock_march_2016",
+          "title": "Historical stock snapshot",
+          "question": "остатки на {{bindings.historical_month}}",
+          "depends_on": ["s01_stock_now_for_org"],
+          "semantic_tags": ["inventory", "date_carryover", "historical_snapshot"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["31.03.2016", "Рабочая станция"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        },
+        {
+          "step_id": "s03_selected_item_purchase_provenance",
+          "title": "Selected item purchase provenance",
+          "question": "По выбранному объекту \"{{bindings.focus_item}}\": где взяли это?",
+          "depends_on": ["s02_historical_stock_march_2016"],
+          "semantic_tags": ["inventory", "selected_object", "purchase_provenance", "field_truth"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["Рабочая станция", "Поставщики", "05.02.2015"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery", "контрагент:\\s*{{bindings.focus_item}}"]
+        },
+        {
+          "step_id": "s04_selected_item_sale_trace",
+          "title": "Selected item sale trace follow-up",
+          "question": "а кому продали?",
+          "depends_on": ["s03_selected_item_purchase_provenance"],
+          "semantic_tags": ["inventory", "selected_object", "sale_trace", "pronoun_followup"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["Рабочая станция", "Комитет государственных услуг", "без партионного учета"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery", "контрагент:\\s*{{bindings.focus_item}}"]
+        },
+        {
+          "step_id": "s05_item_counterparty_field_truth_meta",
+          "title": "Field-truth correction for item versus counterparty",
+          "question": "у тебя написано кто контрагент: рабочая станция - это ошибка?",
+          "depends_on": ["s04_selected_item_sale_trace"],
+          "semantic_tags": ["field_truth", "item_vs_counterparty", "answer_inspection"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["товар", "не контрагент"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        },
+        {
+          "step_id": "s06_vat_by_ambiguous_purchase_date",
+          "title": "VAT period from ambiguous purchase date must disclose basis",
+          "question": "ндс можешь прикинуть на дату покупки рабочей станции?",
+          "depends_on": ["s03_selected_item_purchase_provenance", "s05_item_counterparty_field_truth_meta"],
+          "semantic_tags": ["vat", "date_carryover", "purchase_date_carryover", "field_truth", "temporal_honesty"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["НДС", "первую подтвержденную дату закупки", "05.02.2015", "несколько подтвержденных дат закупки"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery", "это единственная возможная дата"]
+        },
+        {
+          "step_id": "s07_vat_first_confirmed_purchase",
+          "title": "VAT recalculation by first confirmed purchase date",
+          "question": "если у нее несколько закупок, посчитай по первой подтвержденной покупке",
+          "depends_on": ["s06_vat_by_ambiguous_purchase_date"],
+          "semantic_tags": ["vat", "purchase_date_carryover", "first_purchase"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["НДС", "первую подтвержденную дату закупки", "05.02.2015", "01.02.2015", "28.02.2015"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        },
+        {
+          "step_id": "s08_vat_last_confirmed_purchase",
+          "title": "VAT recalculation by last confirmed purchase date",
+          "question": "а теперь по последней подтвержденной покупке",
+          "depends_on": ["s07_vat_first_confirmed_purchase"],
+          "semantic_tags": ["vat", "purchase_date_carryover", "last_purchase"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["НДС", "последнюю подтвержденную дату закупки", "22.07.2015", "01.07.2015", "31.07.2015"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        }
+      ]
+    },
+    {
+      "scenario_id": "inventory_old_stock_aging_from_y9",
+      "title": "Old stock aging question from GUI run Y9",
+      "description": "Validates old-stock answer shape, date basis, and supplier/item field truth for broad aging question.",
+      "steps": [
+        {
+          "step_id": "s01_old_stock_aging_for_org",
+          "title": "Old stock aging answer for explicit organization",
+          "node_role": "root",
+          "question": "Есть ли у {{bindings.organization}} остатки товара, которые закупались очень давно",
+          "semantic_tags": ["inventory", "aging", "supplier_provenance", "field_truth"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["самым старым закупкам", "05.11.2014", "Альтернатива"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery", "контрагент:\\s*Стенд информационный"]
+        },
+        {
+          "step_id": "s02_old_stock_same_date_followup",
+          "title": "Old stock same-date follow-up should keep inventory date basis",
+          "question": "какие остатки по товарам на эту дату относятся к старым закупкам?",
+          "depends_on": ["s01_old_stock_aging_for_org"],
+          "semantic_tags": ["inventory", "aging", "followup_date_carryover"],
+          "required_answer_shape": "direct_answer_first",
+          "required_answer_patterns_all": ["самым старым закупкам", "05.11.2014", "Альтернатива"],
+          "forbidden_answer_patterns": ["(?i)capability_id", "(?i)runtime_", "(?i)mcp_discovery"]
+        }
+      ]
+    }
+  ]
+}

docs/orchestration/hm_business_overview_cashflow_limits_20260525.json

@@ -0,0 +1,83 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "hm_business_overview_cashflow_limits_20260525",
+  "domain": "assistant_stage1_business_overview",
+  "title": "Hm business overview cashflow limit honesty",
+  "description": "Focused live replay for the Hm business overview chain: all-time earnings wording must not present limited cashflow probes as confirmed all-time accounting profit.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "s01_top_year",
+      "title": "Top revenue year",
+      "question": "\u043a\u0430\u043a\u043e\u0439 \u0443 \u041e\u041e\u041e \"\u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441\" \u0441\u0430\u043c\u044b\u0439 \u0434\u043e\u0445\u043e\u0434\u043d\u044b\u0439 \u0433\u043e\u0434",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_direct_answer_patterns_any": [
+        "2015",
+        "\u0432\u0445\u043e\u0434\u044f\u0449"
+      ],
+      "forbidden_answer_patterns": [
+        "\u041a\u043e\u0440\u043e\u0442\u043a\u043e:",
+        "capability_id",
+        "mcp_discovery"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "yearly_ranking"
+      ]
+    },
+    {
+      "step_id": "s02_earnings_2017",
+      "title": "2017 accounting earnings",
+      "question": "\u0430 \u0437\u0430 2017 \u043c\u044b \u0441\u043a\u043e\u043a \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation"
+      ],
+      "required_direct_answer_patterns_any": [
+        "\u0443\u0447\u0435\u0442\u043d\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c",
+        "116 938,23"
+      ],
+      "forbidden_answer_patterns": [
+        "\u041a\u043e\u0440\u043e\u0442\u043a\u043e:",
+        "capability_id",
+        "mcp_discovery"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "accounting_result"
+      ]
+    },
+    {
+      "step_id": "s03_all_time_earnings_limit",
+      "title": "All-time earnings must disclose limited cashflow coverage",
+      "question": "\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u043e\u043e\u0431\u0449\u0435 \u0434\u0435\u043d\u0435\u0433 \u043c\u044b \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0437\u0430 \u0432\u0441\u0435 \u0432\u0440\u0435\u043c\u044f?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation"
+      ],
+      "required_answer_patterns_all": [
+        "\u0442\u043e\u0447\u043d\u0443\u044e \u0443\u0447\u0435\u0442\u043d\u0443\u044e \u043f\u0440\u0438\u0431\u044b\u043b\u044c",
+        "\u043d\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e",
+        "\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d",
+        "\u043d\u0435 \u0441\u0447\u0438\u0442\u0430\u044e \u043f\u043e\u043b\u043d\u044b\u043c \u0431\u0443\u0445\u0433\u0430\u043b\u0442\u0435\u0440\u0441\u043a\u0438\u043c \u043e\u0431\u043e\u0440\u043e\u0442\u043e\u043c"
+      ],
+      "forbidden_answer_patterns": [
+        "\u041a\u043e\u0440\u043e\u0442\u043a\u043e:",
+        "capability_id",
+        "mcp_discovery"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "coverage_honesty",
+        "all_time_cashflow"
+      ]
+    }
+  ]
+}

docs/orchestration/hm_business_profile_dependency_mini_pack_20260526.json

@@ -0,0 +1,186 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "hm_business_profile_dependency_mini_pack_20260526",
+  "domain": "assistant_stage1_business_overview",
+  "title": "Hm business profile dependency mini pack",
+  "description": "Mini semantic replay for broad HM business profile: company evaluation, profit boundary, customer/supplier dependency signals, and next checks must stay business-useful, evidence-bounded, and free of internal MCP mechanics.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "s01_establish_company_top_year",
+      "title": "Establish company context with a top-year question",
+      "question": "какой у ООО \"Альтернатива Плюс\" самый доходный год",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "2015",
+        "136 723 459,73",
+        "не полный бухгалтерский рейтинг"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "company_context",
+        "yearly_ranking"
+      ]
+    },
+    {
+      "step_id": "s02_broad_company_evaluation",
+      "title": "Broad company evaluation keeps the evidence limit in the first layer",
+      "question": "Как ты оценишь деятельность компании?",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "ограниченн",
+        "не аудиторское",
+        "не подтвержден",
+        "чист",
+        "прибыл",
+        "Комитет государственных услуг",
+        "зависим"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements",
+        "business_overview_route_template_v1"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "broad_business_evaluation",
+        "coverage_honesty",
+        "profit_boundary"
+      ]
+    },
+    {
+      "step_id": "s03_profitability_boundary",
+      "title": "Profitability follow-up does not convert cashflow net into profit",
+      "question": "то есть бизнес прибыльный или это только обороты?",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "не подтверждаю",
+        "чист",
+        "прибыл",
+        "денежн",
+        "нетто",
+        "не полный отчет"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "это прибыль"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "profitability_boundary",
+        "cashflow_not_profit"
+      ]
+    },
+    {
+      "step_id": "s04_customer_dependency_signal",
+      "title": "Customer dependency signal stays bounded to incoming money evidence",
+      "question": "от кого мы больше всего зависим по входящим деньгам?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "Комитет государственных услуг",
+        "133.839.880,82",
+        "концентрац",
+        "входящ",
+        "не чистая прибыль"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "customer_dependency",
+        "incoming_counterparty_concentration"
+      ]
+    },
+    {
+      "step_id": "s05_supplier_dependency_signal",
+      "title": "Supplier dependency signal stays bounded to outgoing money evidence",
+      "question": "а по поставщикам и исходящим платежам от кого зависимость?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "ГТК-Интер",
+        "44 943 460",
+        "32.58",
+        "исходящ",
+        "не аудит"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "supplier_dependency",
+        "outgoing_counterparty_concentration"
+      ]
+    },
+    {
+      "step_id": "s06_next_checks",
+      "title": "Next-check answer gives concrete analyst path instead of vague advice",
+      "question": "что дальше проверять в первую очередь?",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "чист",
+        "прибыл",
+        "90/91/99",
+        "топ-3",
+        "склад",
+        "долг"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements",
+        "business_overview_route_template_v1"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "next_checks",
+        "analyst_action_plan"
+      ]
+    }
+  ]
+}

docs/orchestration/hm_business_profile_evaluation_limits_20260525.json

@@ -0,0 +1,96 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "hm_business_profile_evaluation_limits_20260525",
+  "domain": "assistant_stage1_business_overview",
+  "title": "Hm business profile evaluation coverage honesty",
+  "description": "Focused live replay for broad company evaluation: the assistant must give a useful business reading while clearly presenting cashflow probes as a limited checked 1C slice, not a full audit, clean profit, or complete accounting turnover.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "s01_top_year_establish_company",
+      "title": "Establish company context through top-year question",
+      "question": "какой у ООО \"Альтернатива Плюс\" самый доходный год",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_direct_answer_patterns_any": [
+        "2015",
+        "входящ"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "company_context",
+        "yearly_ranking"
+      ]
+    },
+    {
+      "step_id": "s02_broad_company_evaluation",
+      "title": "Broad company evaluation must lead with limited-evidence framing",
+      "question": "Как ты оценишь деятельность компании?",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "ограниченн",
+        "денежн",
+        "не аудиторское",
+        "не подтвержден",
+        "чист",
+        "прибыл",
+        "Комитет государственных услуг",
+        "зависим"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "query_movements",
+        "business_overview_route_template_v1"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "broad_business_evaluation",
+        "coverage_honesty",
+        "profit_boundary"
+      ]
+    },
+    {
+      "step_id": "s03_profitability_boundary",
+      "title": "Profitability follow-up must not convert net cashflow into profit",
+      "question": "то есть бизнес прибыльный или это только обороты?",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_all": [
+        "не подтверждаю",
+        "прибыл",
+        "денежн",
+        "нетто",
+        "не полн"
+      ],
+      "forbidden_answer_patterns": [
+        "Коротко:",
+        "capability_id",
+        "mcp_discovery",
+        "это прибыль"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "business_overview",
+        "profitability_boundary",
+        "cashflow_not_profit"
+      ]
+    }
+  ]
+}

llm_normalizer/backend/dist/routes/autoRuns.js

@@ -2302,91 +2302,7 @@ function buildAutoRunsRouter(services, openaiClient = new openaiResponsesClient_
     });
     router.post("/api/autoruns/autogen/generate", async (req, res, next) => {
         try {
-            const body = toRecord(req.body);
-            if (!body) {
-                throw new http_1.ApiError("INVALID_AUTOGEN_PAYLOAD", "JSON body is required", 400);
-            }
-            const mode = parseAutoGenMode(body.mode);
-            const count = parseAutogenCount(body.count);
-            const domain = parseAutogenDomain(body.domain);
-            const persistCaseSet = toBooleanSafe(body.persist_to_eval_cases) ?? true;
-            const generatedBy = parseAnnotationAuthor(body.generated_by);
-            const context = toRecord(body.context);
-            const llmConfig = parseAutogenLlmRuntimeConfig(body, context);
-            const personalityPrompt = toStringSafe(context?.autogen_personality_prompt);
-            if (mode === "saved_user_sessions") {
-                throw new http_1.ApiError("AUTOGEN_MODE_NOT_SUPPORTED", "Use `/api/autoruns/autogen/save-assistant-session` to save user sessions.", 400);
-            }
-            let questions = [];
-            if (mode === "qwen_seed") {
-                if (!llmConfig) {
-                    throw new http_1.ApiError("AUTOGEN_LLM_CONFIG_REQUIRED", "Для режима qwen_seed нужен активный LLM-контур (provider/model/baseUrl) из настроек подключения.", 400);
-                }
-                questions = await generateQwenSeedQuestionsLive({
-                    count,
-                    domain,
-                    personalityPrompt,
-                    llmConfig,
-                    client: openaiClient
-                });
-            }
-            else {
-                questions = generateCodexCreativeQuestions(count, domain);
-            }
-            questions = Array.from(new Set(questions.map((item) => sanitizeGeneratedQuestion(item)).filter((item) => item.length > 0))).slice(0, count);
-            const generationId = generateAutogenId();
-            let savedCaseSetFile = null;
-            if (persistCaseSet) {
-                if (!fs_1.default.existsSync(config_1.EVAL_CASES_DIR)) {
-                    fs_1.default.mkdirSync(config_1.EVAL_CASES_DIR, { recursive: true });
-                }
-                const fileName = buildAutogenCaseSetFileName(mode, generationId);
-                const filePath = path_1.default.resolve(config_1.EVAL_CASES_DIR, fileName);
-                const payload = buildAutogenCaseSetPayload({
-                    generationId,
-                    mode,
-                    domain,
-                    questions
-                });
-                fs_1.default.writeFileSync(filePath, JSON.stringify(payload, null, 2), "utf-8");
-                savedCaseSetFile = fileName;
-            }
-            const record = {
-                generation_id: generationId,
-                created_at: new Date().toISOString(),
-                mode,
-                title: null,
-                count: questions.length,
-                domain,
-                questions,
-                generated_by: generatedBy,
-                saved_case_set_file: savedCaseSetFile,
-                context: context
-                    ? {
-                        llm_provider: toStringSafe(context.llm_provider),
-                        model: toStringSafe(context.model),
-                        assistant_prompt_version: toStringSafe(context.assistant_prompt_version),
-                        decomposition_prompt_version: toStringSafe(context.decomposition_prompt_version),
-                        prompt_fingerprint: toStringSafe(context.prompt_fingerprint)
-                            ? repairAutogenMojibake(String(context.prompt_fingerprint))
-                            : null,
-                        autogen_personality_id: toStringSafe(context.autogen_personality_id),
-                        autogen_personality_prompt: toStringSafe(context.autogen_personality_prompt)
-                            ? repairAutogenMojibake(String(context.autogen_personality_prompt))
-                            : null,
-                        source_session_id: null,
-                        saved_session_file: null,
-                        saved_case_set_kind: "single_turn_list"
-                    }
-                    : null
-            };
-            const history = readAutoGenHistory();
-            history.unshift(record);
-            writeAutoGenHistory(history.slice(0, 500));
-            (0, http_1.ok)(res, {
-                ok: true,
-                generation: record
-            });
+            throw new http_1.ApiError("AUTOGEN_QUESTION_GENERATION_DISABLED", "Автогенерация вопросов отключена: используйте сохранение живых пользовательских сессий.", 410);
         }
         catch (error) {
             next(error);

llm_normalizer/backend/dist/services/addressIntentResolver.js

@@ -1869,6 +1869,10 @@ function resolveUnicodeAddressIntentBridge(text) {
         /(?:хвост|задержк|проблем|систематическ)/iu.test(normalized)) {
         return unicodeBridgeResolution("list_payables_counterparties", "high", "supplier_tail_risk_signal_detected");
     }
+    if (/(?:поставщик|закуп|исходящ|плат[её]ж|supplier|vendor|procurement|outgoing|payout)/iu.test(normalized) &&
+        /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(normalized)) {
+        return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_supplier_quality_deferred_to_discovery");
+    }
     if (hasDocumentCue && (hasCounterpartyCue || hasLooseCounterpartyByAnchor) && !hasContractCue) {
         return unicodeBridgeResolution("list_documents_by_counterparty", "high", "unicode_documents_by_counterparty_bridge_signal_detected");
     }

llm_normalizer/backend/dist/services/addressQueryService.js

@@ -211,6 +211,22 @@ function deriveTaxQuarterWindowForDate(value) {
         period_to: `${year}-${String(quarterEndMonth).padStart(2, "0")}-${String(quarterEndDay).padStart(2, "0")}`
     };
 }
+function isFullCalendarMonthWindow(periodFrom, periodTo) {
+    const fromIso = normalizeIsoDateForQuery(periodFrom);
+    const toIso = normalizeIsoDateForQuery(periodTo);
+    if (!fromIso || !toIso) {
+        return false;
+    }
+    const fromMatch = fromIso.match(/^(\d{4})-(\d{2})-(\d{2})$/);
+    const toMatch = toIso.match(/^(\d{4})-(\d{2})-(\d{2})$/);
+    if (!fromMatch || !toMatch || fromMatch[1] !== toMatch[1] || fromMatch[2] !== toMatch[2] || fromMatch[3] !== "01") {
+        return false;
+    }
+    const year = Number(fromMatch[1]);
+    const month = Number(fromMatch[2]);
+    const lastDay = new Date(Date.UTC(year, month, 0)).getUTCDate();
+    return toMatch[3] === String(lastDay).padStart(2, "0");
+}
 function deriveMonthWindowForDate(value) {
     const isoDate = normalizeIsoDateForQuery(value);
     if (!isoDate) {
@@ -3003,8 +3019,18 @@ class AddressQueryService {
                 })
             });
         }
+        const vatTaxPeriodFromCarriedMonth = intent.intent === "vat_liability_confirmed_for_tax_period" &&
+            (filters.warnings.includes("period_from_from_followup_context") ||
+                filters.warnings.includes("period_to_from_followup_context")) &&
+            isFullCalendarMonthWindow(filters.extracted_filters.period_from, filters.extracted_filters.period_to);
+        const vatTaxPeriodFromPurchaseBridgeMonth = intent.intent === "vat_liability_confirmed_for_tax_period" &&
+            (filters.warnings.includes("period_from_purchase_date_bridge_followup_context") ||
+                filters.warnings.includes("period_to_purchase_date_bridge_followup_context")) &&
+            isFullCalendarMonthWindow(filters.extracted_filters.period_from, filters.extracted_filters.period_to);
         if (intent.intent === "vat_liability_confirmed_for_tax_period" &&
-            filters.warnings.includes("period_derived_from_month_phrase")) {
+            (filters.warnings.includes("period_derived_from_month_phrase") ||
+                vatTaxPeriodFromCarriedMonth ||
+                vatTaxPeriodFromPurchaseBridgeMonth)) {
             const taxQuarterWindow = deriveTaxQuarterWindowForDate(filters.extracted_filters.period_to);
             if (taxQuarterWindow) {
                 filters.extracted_filters = {
@@ -3176,8 +3202,14 @@ class AddressQueryService {
                 shadowRouteAudit
             });
         }
+        const rawUserMessageForReply = typeof options.rawUserMessage === "string" && options.rawUserMessage.trim().length > 0
+            ? options.rawUserMessage
+            : undefined;
         const composeOptionsFromFilters = (filterSet, options = {}) => ({
             userMessage,
+            rawUserMessage: typeof options.rawUserMessage === "string" && options.rawUserMessage.trim().length > 0
+                ? options.rawUserMessage
+                : rawUserMessageForReply,
             itemHint: typeof filterSet.item === "string" ? filterSet.item : undefined,
             counterpartyHint: typeof options.counterpartyHint === "string"
                 ? options.counterpartyHint
@@ -3195,6 +3227,17 @@ class AddressQueryService {
             asOfDate: typeof filterSet.as_of_date === "string" ? filterSet.as_of_date : undefined,
             requestedResultMode,
             vatDirectSourceProbe: options.vatDirectSourceProbe ?? undefined,
+            purchaseDateBridge: typeof filterSet.purchase_date_bridge_selected === "string" ||
+                typeof filterSet.purchase_date_bridge_first === "string" ||
+                typeof filterSet.purchase_date_bridge_last === "string"
+                ? {
+                    selectedPurchaseDate: filterSet.purchase_date_bridge_selected,
+                    firstPurchaseDate: filterSet.purchase_date_bridge_first,
+                    lastPurchaseDate: filterSet.purchase_date_bridge_last,
+                    basis: filterSet.purchase_date_bridge_basis,
+                    hasMultiplePurchaseDates: filterSet.purchase_date_bridge_has_multiple === true
+                }
+                : undefined,
             emphasizeNumbers: options.emphasizeNumbers ?? undefined,
             useRubCurrency: options.useRubCurrency ?? undefined
         });

llm_normalizer/backend/dist/services/addressRecipeCatalog.js

@@ -1413,6 +1413,85 @@ function buildInventoryMovementQuery(filters, resolvedLimit, side) {
         .replace("__WHERE_CLAUSE__", buildWhereClause(filters, "Движения.Период", [inventoryCondition, itemCondition].filter((item) => Boolean(item))))
         .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
+function buildStaticWhereClause(conditions, indent = "    ") {
+    const cleaned = conditions.map((condition) => String(condition ?? "").trim()).filter((condition) => condition.length > 0);
+    return cleaned.length > 0 ? `ГДЕ\n${indent}${cleaned.join(`\n${indent}И `)}` : "";
+}
+function resolveInventoryAgingAsOfExpr(filters) {
+    const now = new Date();
+    return ((typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
+        ? toDateTimeExpr(filters.as_of_date, true)
+        : null) ??
+        (typeof filters.period_to === "string" && filters.period_to.trim().length > 0
+            ? toDateTimeExpr(filters.period_to, true)
+            : null) ??
+        (typeof filters.period_from === "string" && filters.period_from.trim().length > 0
+            ? toDateTimeExpr(filters.period_from, true)
+            : null) ??
+        `ДАТАВРЕМЯ(${now.getFullYear()}, ${now.getMonth() + 1}, ${now.getDate()}, 23, 59, 59)`);
+}
+function buildInventoryAgingByPurchaseDateQuery(filters, resolvedLimit) {
+    const asOfExpr = resolveInventoryAgingAsOfExpr(filters);
+    const inventoryAccountPredicate = buildAccountPrefixPredicate("Остатки.Счет", ["41.01"]);
+    const onHandScopeConditions = [
+        "Остатки.КоличествоРазвернутыйОстатокДт > 0",
+        inventoryAccountPredicate,
+        buildOrganizationReferenceCondition(filters, ["Остатки.Организация"]),
+        buildWarehouseReferenceCondition(filters, ["Остатки.Субконто3"]),
+        buildInventoryItemReferenceCondition(filters, ["Остатки.Субконто1"])
+    ];
+    const onHandWhereClause = buildStaticWhereClause(onHandScopeConditions);
+    const currentStockItemSubquery = [
+        "(ВЫБРАТЬ РАЗЛИЧНЫЕ",
+        "        Остатки.Субконто1",
+        "    ИЗ",
+        `        РегистрБухгалтерии.Хозрасчетный.Остатки(${asOfExpr}, , , ) КАК Остатки`,
+        buildStaticWhereClause(onHandScopeConditions, "        "),
+        ")"
+    ].join("\n");
+    const purchaseWhereClause = buildStaticWhereClause([
+        "Товары.Ссылка.Проведен = ИСТИНА",
+        `Товары.Ссылка.Дата <= ${asOfExpr}`,
+        buildOrganizationReferenceCondition(filters, ["Товары.Ссылка.Организация"]),
+        buildInventoryItemReferenceCondition(filters, ["Товары.Номенклатура"]),
+        `Товары.Номенклатура В ${currentStockItemSubquery}`
+    ]);
+    return `
+ВЫБРАТЬ ПЕРВЫЕ ${resolvedLimit}
+    ${asOfExpr} КАК Период,
+    "Остатки на дату" КАК Регистратор,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Счет) КАК СчетДт,
+    "" КАК СчетКт,
+    Остатки.СуммаРазвернутыйОстатокДт КАК Сумма,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Субконто1) КАК Номенклатура,
+    "" КАК Контрагент,
+    "" КАК Договор,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Организация) КАК Организация,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Субконто3) КАК Склад,
+    Остатки.КоличествоРазвернутыйОстатокДт КАК Количество
+ИЗ
+    РегистрБухгалтерии.Хозрасчетный.Остатки(${asOfExpr}, , , ) КАК Остатки
+${onHandWhereClause}
+ОБЪЕДИНИТЬ ВСЕ
+ВЫБРАТЬ ПЕРВЫЕ ${resolvedLimit}
+    Товары.Ссылка.Дата КАК Период,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка) КАК Регистратор,
+    "41.01" КАК СчетДт,
+    "" КАК СчетКт,
+    Товары.Сумма КАК Сумма,
+    ПРЕДСТАВЛЕНИЕ(Товары.Номенклатура) КАК Номенклатура,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.Контрагент) КАК Контрагент,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.ДоговорКонтрагента) КАК Договор,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.Организация) КАК Организация,
+    "" КАК Склад,
+    Товары.Количество КАК Количество
+ИЗ
+    Документ.ПоступлениеТоваровУслуг.Товары КАК Товары
+${purchaseWhereClause}
+УПОРЯДОЧИТЬ ПО
+    Период ВОЗР
+`.trim();
+}
 function buildWarehouseReferenceCondition(filters, fieldPaths) {
     const warehouse = typeof filters.warehouse === "string" ? filters.warehouse.trim() : "";
     if (!warehouse) {
@@ -1922,7 +2001,7 @@ function buildAddressRecipePlan(recipe, filters) {
                                                                                             : recipe.query_template === "inventory_purchase_to_sale_chain_profile"
                                                                                                 ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
                                                                                                 : recipe.query_template === "inventory_aging_by_purchase_date_profile"
-                                                                                                    ? buildInventoryMovementQuery(filters, resolvedLimit, "dt")
+                                                                                                    ? buildInventoryAgingByPurchaseDateQuery(filters, resolvedLimit)
                                                                                                     : recipe.query_template === "inventory_quality_events_profile"
                                                                                                         ? buildInventoryQualityEventsQuery(filters, resolvedLimit)
                                                                                                         : recipe.query_template === "contracts_by_counterparty_profile"

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

@@ -549,9 +549,33 @@ function needsVatPurchaseDateAnchorDisclosure(userMessage) {
     }
     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;
+function vatPurchaseDateBasisLabel(basis, hasMultiplePurchaseDates) {
+    if (!hasMultiplePurchaseDates) {
+        return "подтвержденную дату закупки";
+    }
+    if (basis === "last_confirmed_purchase") {
+        return "последнюю подтвержденную дату закупки";
+    }
+    return "первую подтвержденную дату закупки";
+}
+function buildVatPurchaseDateAnchorDisclosureLines(options, periodWindowLabel) {
+    const bridge = options.purchaseDateBridge ?? null;
+    const selectedPurchaseDate = normalizeIsoDateOnly(bridge?.selectedPurchaseDate);
+    const firstPurchaseDate = normalizeIsoDateOnly(bridge?.firstPurchaseDate);
+    const lastPurchaseDate = normalizeIsoDateOnly(bridge?.lastPurchaseDate);
+    const hasMultiplePurchaseDates = Boolean(bridge?.hasMultiplePurchaseDates || (firstPurchaseDate && lastPurchaseDate && firstPurchaseDate !== lastPurchaseDate));
+    if (!periodWindowLabel || (!selectedPurchaseDate && !needsVatPurchaseDateAnchorDisclosure(options.userMessage))) {
+        return [];
+    }
+    if (selectedPurchaseDate) {
+        const basisLabel = vatPurchaseDateBasisLabel(bridge?.basis, hasMultiplePurchaseDates);
+        const lines = [
+            `- Якорь периода: для расчета я использую ${basisLabel} ${formatDateRu(selectedPurchaseDate)}; налоговый период ${periodWindowLabel}; сам расчет ниже взят из книг продаж/покупок за это окно.`
+        ];
+        if (hasMultiplePurchaseDates && firstPurchaseDate && lastPurchaseDate) {
+            lines.push(`- Важно: у позиции несколько подтвержденных дат закупки (${formatDateRu(firstPurchaseDate)}..${formatDateRu(lastPurchaseDate)}); это расчет по выбранному якорю, а не единственная возможная дата.`);
+        }
+        return lines;
     }
     const asOfDate = normalizeIsoDateOnly(options.asOfDate);
     const periodFrom = normalizeIsoDateOnly(options.periodFrom);
@@ -565,9 +589,13 @@ function buildVatPurchaseDateAnchorDisclosureLine(options, periodWindowLabel) {
         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 ${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.`;
+    return [
+        `- Якорь периода: дата покупки из вопроса/контекста использована для выбора налогового периода ${periodWindowLabel}; сам расчет ниже взят из книг продаж/покупок за это окно.`
+    ];
 }
 function detectRankingLimit(userMessage, fallback = 20) {
     const text = normalizeQuestionText(userMessage);
@@ -996,12 +1024,72 @@ function hasInventoryAccountPrefix(value, prefix) {
         .replace(",", ".");
     return normalized === prefix || normalized.startsWith(`${prefix}.`) || normalized.startsWith(prefix);
 }
+function isInventoryOnHandSnapshotRow(row) {
+    const registrator = String(row.registrator ?? "").trim().toLowerCase();
+    return /(?:остатки\s+на\s+дату|stock\s*on\s*hand|balance\s+as\s+of)/iu.test(registrator);
+}
 function isInventoryPurchaseMovement(row) {
-    return hasInventoryAccountPrefix(row.account_dt, "41.01");
+    return hasInventoryAccountPrefix(row.account_dt, "41.01") && !isInventoryOnHandSnapshotRow(row);
 }
 function isInventorySaleMovement(row) {
     return hasInventoryAccountPrefix(row.account_kt, "41.01");
 }
+function inventoryAgingKeyPart(value) {
+    return normalizeEntityToken(value) ?? "";
+}
+function buildInventoryOnHandAgingScope(rows) {
+    const scope = {
+        itemKeys: new Set(),
+        itemOrgKeys: new Set(),
+        fullKeys: new Set(),
+        orgKeys: new Set()
+    };
+    for (const row of rows) {
+        if (!isInventoryOnHandSnapshotRow(row)) {
+            continue;
+        }
+        const quantity = extractInventoryQuantity(row);
+        if (quantity === null || quantity <= 0) {
+            continue;
+        }
+        const itemKey = inventoryAgingKeyPart(extractInventoryItemName(row));
+        if (!itemKey) {
+            continue;
+        }
+        const organizationKey = inventoryAgingKeyPart(extractInventoryOrganizationName(row));
+        const warehouseKey = inventoryAgingKeyPart(extractInventoryWarehouseName(row));
+        scope.itemKeys.add(itemKey);
+        if (organizationKey) {
+            scope.orgKeys.add(organizationKey);
+            scope.itemOrgKeys.add(`${itemKey}|${organizationKey}`);
+        }
+        if (organizationKey || warehouseKey) {
+            scope.fullKeys.add(`${itemKey}|${warehouseKey}|${organizationKey}`);
+        }
+    }
+    return scope;
+}
+function inventoryPurchaseMatchesOnHandAgingScope(row, scope) {
+    if (scope.itemKeys.size === 0) {
+        return true;
+    }
+    const itemKey = inventoryAgingKeyPart(extractInventoryItemName(row));
+    if (!itemKey || !scope.itemKeys.has(itemKey)) {
+        return false;
+    }
+    const organizationKey = inventoryAgingKeyPart(extractInventoryOrganizationName(row));
+    const warehouseKey = inventoryAgingKeyPart(extractInventoryWarehouseName(row));
+    if (scope.fullKeys.has(`${itemKey}|${warehouseKey}|${organizationKey}`)) {
+        return true;
+    }
+    if (organizationKey && scope.itemOrgKeys.has(`${itemKey}|${organizationKey}`)) {
+        return true;
+    }
+    if (organizationKey && scope.orgKeys.size > 0) {
+        return false;
+    }
+    return true;
+}
 function looksLikeInventoryTraceDocumentToken(value) {
     const normalized = String(value ?? "").trim();
     if (!normalized) {
@@ -1162,7 +1250,11 @@ function formatCounterpartyItemFlowRows(rows, limit = 12) {
 function buildInventoryAgingByItemAggregate(rows, asOfDate) {
     const byItem = new Map();
     const asOfTimestamp = toUtcDayTimestamp(asOfDate);
+    const onHandScope = buildInventoryOnHandAgingScope(rows);
     for (const row of rows) {
+        if (!isInventoryPurchaseMovement(row) || !inventoryPurchaseMatchesOnHandAgingScope(row, onHandScope)) {
+            continue;
+        }
         const item = extractInventoryItemName(row);
         if (!item) {
             continue;
@@ -1245,19 +1337,11 @@ function formatInventoryAgingRows(items, asOfDate, limit = 10) {
         const parts = [
             `${index + 1}. ${item.item}`,
             `первая закупка: ${inventoryTraceDateLabel(item.firstPurchasePeriod)}`,
-            `последняя закупка: ${inventoryTraceDateLabel(item.lastPurchasePeriod)}`,
-            `документов: ${formatNumberWithDots(item.documentCount)}`,
-            `операций: ${formatNumberWithDots(item.operations)}`
+            `последняя закупка: ${inventoryTraceDateLabel(item.lastPurchasePeriod)}`
         ];
         if (item.ageDays !== null) {
             parts.push(`возраст следа на ${formatDateRu(asOfDate)}: ${formatNumberWithDots(item.ageDays)} дн.`);
         }
-        if (item.warehouse) {
-            parts.push(`склад: ${item.warehouse}`);
-        }
-        if (item.organization) {
-            parts.push(`организация: ${item.organization}`);
-        }
         if (item.counterparties.length > 0) {
             parts.push(`поставщики: ${item.counterparties.slice(0, 3).join("; ")}`);
         }
@@ -3060,15 +3144,27 @@ 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 purchaseDateAnchorLines = buildVatPurchaseDateAnchorDisclosureLines(options, periodWindowLabel);
+        const selectedPurchaseDate = normalizeIsoDateOnly(options.purchaseDateBridge?.selectedPurchaseDate);
+        const hasMultiplePurchaseDates = Boolean(options.purchaseDateBridge?.hasMultiplePurchaseDates ||
+            (normalizeIsoDateOnly(options.purchaseDateBridge?.firstPurchaseDate) &&
+                normalizeIsoDateOnly(options.purchaseDateBridge?.lastPurchaseDate) &&
+                normalizeIsoDateOnly(options.purchaseDateBridge?.firstPurchaseDate) !==
+                    normalizeIsoDateOnly(options.purchaseDateBridge?.lastPurchaseDate)));
+        const purchaseBasisLabel = vatPurchaseDateBasisLabel(options.purchaseDateBridge?.basis, hasMultiplePurchaseDates);
+        const directVatLine = selectedPurchaseDate
+            ? hasMultiplePurchaseDates
+                ? `Коротко: если брать ${purchaseBasisLabel} ${formatDateRu(selectedPurchaseDate)}, подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`
+                : `Коротко: по дате покупки ${formatDateRu(selectedPurchaseDate)} подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`
+            : `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`;
         const lines = [
-            `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
+            directVatLine,
             "Расчет сделан по книгам продаж и покупок.",
             "",
             "Что вошло в расчет:",
             ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
             `- Налоговый период расчета: ${periodWindowLabel ?? "не задан (нужен явный период)"}.`,
-            ...(purchaseDateAnchorLine ? [purchaseDateAnchorLine] : []),
+            ...purchaseDateAnchorLines,
             `- 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/address_runtime/counterpartyAnalyticsReplyBuilders.js

@@ -406,7 +406,11 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
         const focus = deps.detectValueRankingFocus(options.userMessage);
         const limit = deps.detectRankingLimit(options.userMessage, 20);
         const minOpsForAvgCheck = deps.detectMinOpsForAvgCheck(options.userMessage);
-        const normalizedQuestion = deps.normalizeQuestionText(options.userMessage);
+        const questionSignalText = [options.rawUserMessage, options.userMessage]
+            .map((value) => String(value ?? "").trim())
+            .filter(Boolean)
+            .join(" ");
+        const normalizedQuestion = deps.normalizeQuestionText(questionSignalText || options.userMessage);
         const asksSingleBestCounterparty = focus === "top_by_total" &&
             /(?:какой|кто|which|who|какой|кто)/iu.test(normalizedQuestion) &&
             /(?:больше\s+всего|сам(?:ый|ая|ое|ые)|наибольш|прин[её]с|highest|most|больше\s+всего|сам(?:ый|ая|РѕРµ|ые)|наибол|РїСЂРёРЅ[её]СЃ)/iu.test(normalizedQuestion) &&
@@ -418,6 +422,7 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
         const effectiveLimit = asksSingleBestCounterparty || semanticSingleBestCounterparty ? 1 : limit;
         const cashflowBoundaryLine = buildCashflowBoundaryLine(isSupplier);
         const cashflowNextStepLine = buildCashflowNextStepLine(isSupplier, normalizedQuestion);
+        const dependencyCue = /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(normalizedQuestion);
         const byCounterparty = new Map();
         const byYear = new Map();
         const deals = [];
@@ -653,13 +658,20 @@ function composeCounterpartyAnalyticsReply(intent, rows, options = {}, deps) {
                     ? `В выбранном срезе найден один поставщик: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
                     : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
                 : isSupplier
-                    ? `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
-                    : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
+                    ? dependencyCue
+                        ? `Главный сигнал зависимости по исходящим платежам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+                        : `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+                    : dependencyCue
+                        ? `Главный сигнал зависимости по входящим деньгам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+                        : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
             lines.unshift(directAnswerLine);
+            if (dependencyCue) {
+                lines.splice(1, 0, "Это сигнал концентрации по найденным денежным строкам 1С, а не подтверждение договорной зависимости, надежности контрагента или чистой прибыли.");
+            }
             if (!isSupplier) {
-                lines.splice(1, 0, cashflowBoundaryLine);
+                lines.splice(dependencyCue ? 2 : 1, 0, cashflowBoundaryLine);
                 if (cashflowNextStepLine) {
-                    lines.splice(2, 0, cashflowNextStepLine);
+                    lines.splice(dependencyCue ? 3 : 2, 0, cashflowNextStepLine);
                 }
             }
         }

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

@@ -460,6 +460,23 @@ function resolveYearFromFilters(filters) {
 function hasRelativeYearHint(text) {
     return /(?:эт(?:от|ого)(?:\s+же)?\s+год|этого\s+же\s+года|того\s+же\s+года|this\s+year|same\s+year|that\s+year)/iu.test(String(text ?? ""));
 }
+function resolveMonthPeriodFromIsoDate(isoDate) {
+    const match = String(isoDate ?? "").match(/^(\d{4})-(\d{2})-(\d{2})$/);
+    if (!match) {
+        return null;
+    }
+    const year = Number(match[1]);
+    const month = Number(match[2]);
+    if (!Number.isFinite(year) || !Number.isFinite(month) || month < 1 || month > 12) {
+        return null;
+    }
+    const lastDay = new Date(Date.UTC(year, month, 0)).getUTCDate();
+    return {
+        period_from: `${match[1]}-${match[2]}-01`,
+        period_to: `${match[1]}-${match[2]}-${String(lastDay).padStart(2, "0")}`,
+        as_of_date: `${match[1]}-${match[2]}-${String(lastDay).padStart(2, "0")}`
+    };
+}
 function resolveRelativeMonthPeriodFromInventoryRoot(userMessage, followupContext) {
     if (!followupContext || !isInventoryRootFrameIntent(followupContext.root_intent)) {
         return null;
@@ -629,6 +646,34 @@ function hasInventoryPurchaseDateVatBridgeCue(text) {
     return (/(?:ндс|vat)/iu.test(normalized) &&
         /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(normalized));
 }
+function hasInventoryPurchaseDateVatBridgeContinuationCue(text) {
+    const normalized = textWithRepairedVariant(String(text ?? ""))
+        .trim()
+        .toLowerCase()
+        .replace(/ё/g, "е");
+    if (!normalized) {
+        return false;
+    }
+    const mentionsPurchase = /(?:покупк|закупк|purchase)/iu.test(normalized);
+    const mentionsFirstOrLast = /(?:перв|последн|earliest|oldest|latest|last)/iu.test(normalized);
+    return mentionsPurchase && mentionsFirstOrLast;
+}
+function purchaseDateBridgeBasisFromMessage(userMessage) {
+    const normalized = textWithRepairedVariant(String(userMessage ?? ""))
+        .trim()
+        .toLowerCase()
+        .replace(/ё/g, "е");
+    if (!normalized) {
+        return null;
+    }
+    if (/(?:последн|latest|last)/iu.test(normalized) && /(?:покупк|закупк|purchase)/iu.test(normalized)) {
+        return "last_confirmed_purchase";
+    }
+    if (/(?:перв|earliest|oldest)/iu.test(normalized) && /(?:покупк|закупк|purchase)/iu.test(normalized)) {
+        return "first_confirmed_purchase";
+    }
+    return null;
+}
 function hasInventoryMarginRankingFollowupCue(text) {
     const normalized = textWithRepairedVariant(String(text ?? ""))
         .toLowerCase()
@@ -745,6 +790,31 @@ function isShortDebtRoleMirrorFollowup(intent, text, followupContext) {
 function mergeFollowupFilters(current, intent, userMessage, followupContext) {
     const merged = { ...current };
     const reasons = [];
+    const clearInventoryAgingOrganizationAliasItem = (organizationHint) => {
+        if (intent !== "inventory_aging_by_purchase_date") {
+            return;
+        }
+        const explicitItemMention = /(?:^|[\s,.;:!?()\-\u2014])(?:товар(?:у|а|ом)?|позици(?:и|я|ю)|item|row|line)(?=$|[\s,.;:!?()\-\u2014])/iu.test(String(userMessage ?? ""));
+        const agingItem = toNonEmptyString(merged.item);
+        const agingOrganization = toNonEmptyString(merged.organization) ?? organizationHint;
+        const normalizedAgingItem = (0, assistantOrganizationMatcher_1.normalizeOrganizationScopeSearchText)(agingItem ?? "");
+        const normalizedAgingOrganization = (0, assistantOrganizationMatcher_1.normalizeOrganizationScopeSearchText)(agingOrganization ?? "");
+        const itemLooksLikeOrganizationScope = Boolean(agingItem &&
+            agingOrganization &&
+            ((0, assistantOrganizationMatcher_1.organizationsLikelySameEntity)(agingItem, agingOrganization) ||
+                (normalizedAgingItem &&
+                    normalizedAgingOrganization &&
+                    (normalizedAgingOrganization.includes(normalizedAgingItem) ||
+                        normalizedAgingItem.includes(normalizedAgingOrganization)))));
+        if (agingItem && itemLooksLikeOrganizationScope) {
+            delete merged.item;
+            reasons.push("item_cleared_as_organization_scope_alias_for_stock_aging");
+        }
+        else if (agingItem && !explicitItemMention) {
+            delete merged.item;
+            reasons.push("item_cleared_for_stock_slice_aging");
+        }
+    };
     if (!followupContext) {
         if ((intent === "list_open_contracts" ||
             intent === "open_contracts_confirmed_as_of_date" ||
@@ -760,6 +830,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
                     : "as_of_date_derived_from_period_for_open_contracts");
             }
         }
+        clearInventoryAgingOrganizationAliasItem(null);
         return { filters: merged, reasons };
     }
     const previous = followupContext.previous_filters ?? {};
@@ -773,6 +844,12 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
     const previousAsOfDate = toNonEmptyString(previous.as_of_date);
     const previousPeriodFrom = toNonEmptyString(previous.period_from);
     const previousPeriodTo = toNonEmptyString(previous.period_to);
+    const previousPurchaseDateBridgeSelected = toNonEmptyString(previous.purchase_date_bridge_selected);
+    const previousPurchaseDateBridgeFirst = toNonEmptyString(previous.purchase_date_bridge_first);
+    const previousPurchaseDateBridgeLast = toNonEmptyString(previous.purchase_date_bridge_last);
+    const previousPurchaseDateBridgeBasis = toNonEmptyString(previous.purchase_date_bridge_basis);
+    const previousPurchaseDateBridgeHasMultiple = previous.purchase_date_bridge_has_multiple === true ||
+        String(previous.purchase_date_bridge_has_multiple ?? "").trim().toLowerCase() === "true";
     const relativeMonthFromInventoryRoot = resolveRelativeMonthPeriodFromInventoryRoot(userMessage, followupContext);
     const relativeMonthFromFollowupYear = resolveRelativeMonthPeriodFromFollowupYear(userMessage, followupContext);
     const allTimeRequested = hasAllTimeHint(userMessage);
@@ -790,6 +867,53 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
         merged.organization = previousOrganization;
         reasons.push("organization_from_followup_context");
     }
+    if (intent === "vat_liability_confirmed_for_tax_period" && previousPurchaseDateBridgeSelected) {
+        const requestedBridgeBasis = purchaseDateBridgeBasisFromMessage(userMessage);
+        const shouldCarryPurchaseDateBridge = !currentHasExplicitTemporalScope &&
+            (Boolean(requestedBridgeBasis) ||
+                hasInventoryPurchaseDateVatBridgeCue(userMessage) ||
+                hasInventoryPurchaseDateVatBridgeContinuationCue(userMessage));
+        if (!shouldCarryPurchaseDateBridge) {
+            delete merged.purchase_date_bridge_selected;
+            delete merged.purchase_date_bridge_first;
+            delete merged.purchase_date_bridge_last;
+            delete merged.purchase_date_bridge_basis;
+            delete merged.purchase_date_bridge_has_multiple;
+            reasons.push(currentHasExplicitTemporalScope
+                ? "purchase_date_bridge_suppressed_by_explicit_temporal_scope"
+                : "purchase_date_bridge_not_reused_without_bridge_cue");
+        }
+        else {
+            const selectedBridgeDate = requestedBridgeBasis === "last_confirmed_purchase"
+                ? previousPurchaseDateBridgeLast ?? previousPurchaseDateBridgeSelected
+                : requestedBridgeBasis === "first_confirmed_purchase"
+                    ? previousPurchaseDateBridgeFirst ?? previousPurchaseDateBridgeSelected
+                    : previousPurchaseDateBridgeSelected;
+            merged.purchase_date_bridge_selected = selectedBridgeDate;
+            const selectedBridgeWindow = resolveMonthPeriodFromIsoDate(selectedBridgeDate);
+            if (selectedBridgeWindow) {
+                merged.period_from = selectedBridgeWindow.period_from;
+                merged.period_to = selectedBridgeWindow.period_to;
+                merged.as_of_date = selectedBridgeWindow.as_of_date;
+                reasons.push("period_from_purchase_date_bridge_followup_context");
+                reasons.push("period_to_purchase_date_bridge_followup_context");
+            }
+            if (previousPurchaseDateBridgeFirst) {
+                merged.purchase_date_bridge_first = previousPurchaseDateBridgeFirst;
+            }
+            if (previousPurchaseDateBridgeLast) {
+                merged.purchase_date_bridge_last = previousPurchaseDateBridgeLast;
+            }
+            const effectiveBridgeBasis = requestedBridgeBasis ?? previousPurchaseDateBridgeBasis;
+            if (effectiveBridgeBasis) {
+                merged.purchase_date_bridge_basis = effectiveBridgeBasis;
+            }
+            if (previousPurchaseDateBridgeHasMultiple) {
+                merged.purchase_date_bridge_has_multiple = true;
+            }
+            reasons.push("purchase_date_bridge_from_followup_context");
+        }
+    }
     if (intent === "inventory_on_hand_as_of_date" &&
         followupContext.previous_intent === "inventory_on_hand_as_of_date" &&
         followupContext.target_intent === "inventory_on_hand_as_of_date" &&
@@ -1099,11 +1223,7 @@ function mergeFollowupFilters(current, intent, userMessage, followupContext) {
             reasons.push("period_derived_from_inventory_root_frame_year");
         }
         if (intent === "inventory_aging_by_purchase_date") {
-            const explicitItemMention = /(?:^|[\s,.;:!?()\-\u2014])(?:товар(?:у|а|ом)?|позици(?:и|я|ю)|item|row|line)(?=$|[\s,.;:!?()\-\u2014])/iu.test(String(userMessage ?? ""));
-            if (toNonEmptyString(merged.item) && !explicitItemMention) {
-                delete merged.item;
-                reasons.push("item_cleared_for_stock_slice_aging");
-            }
+            clearInventoryAgingOrganizationAliasItem(previousOrganization);
         }
         if (!sameDateRequested &&
             hasFollowupSignalForConfirmed &&
@@ -1317,7 +1437,12 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
         return detectedIntent;
     }
     const normalizedMessage = String(userMessage ?? "");
-    const hasFollowupSignal = hasAddressFollowupContextSignal(normalizedMessage);
+    const genericFollowupSignal = hasAddressFollowupContextSignal(normalizedMessage);
+    const previousFilters = followupContext.previous_filters ?? {};
+    const purchaseBridgeContinuationSignal = followupContext.previous_intent === "vat_liability_confirmed_for_tax_period" &&
+        Boolean(toNonEmptyString(previousFilters.purchase_date_bridge_selected)) &&
+        hasInventoryPurchaseDateVatBridgeContinuationCue(normalizedMessage);
+    const hasFollowupSignal = genericFollowupSignal || purchaseBridgeContinuationSignal;
     if (!hasFollowupSignal) {
         return detectedIntent;
     }
@@ -1326,7 +1451,6 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
     if (!sourceIntent && !fallbackIntent) {
         return detectedIntent;
     }
-    const previousFilters = followupContext.previous_filters ?? {};
     const previousPeriodFrom = toNonEmptyString(previousFilters.period_from);
     const previousPeriodTo = toNonEmptyString(previousFilters.period_to);
     const previousContract = toNonEmptyString(previousFilters.contract);
@@ -1340,6 +1464,7 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
     const samePeriodVatFollowup = isVatFollowup &&
         hasSamePeriodHint(normalizedMessage) &&
         Boolean(previousPeriodFrom || previousPeriodTo);
+    const previousPurchaseDateBridgeSelected = toNonEmptyString(previousFilters.purchase_date_bridge_selected);
     const previousIsInventoryFamily = isInventoryIntent(sourceIntent ?? undefined);
     const rootIsInventoryFamily = isInventoryIntent(followupContext.root_intent ?? undefined);
     const inventoryLineageActive = previousIsInventoryFamily ||
@@ -1361,7 +1486,11 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
             sourceIntent === "open_items_by_counterparty_or_contract");
     const hasExplicitInventoryItemReference = /(?:товар|номенклатур|позици|склад|остат|sku|item|product|товар|номенклатур|позици|склад|остат)/iu.test(normalizedMessage) || hasSelectedObjectInlineSnapshotMetadata(normalizedMessage);
     const staleInventoryLineageCanYieldToCounterparty = previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
-    const inventoryPurchaseDateVatBridge = inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
+    const vatPurchaseDateBridgeContinuation = sourceIntent === "vat_liability_confirmed_for_tax_period" &&
+        Boolean(previousPurchaseDateBridgeSelected) &&
+        hasInventoryPurchaseDateVatBridgeContinuationCue(normalizedMessage);
+    const inventoryPurchaseDateVatBridge = (inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage)) ||
+        vatPurchaseDateBridgeContinuation;
     const marginRankingLineageActive = sourceIntent === "inventory_margin_ranking_for_nomenclature" ||
         fallbackIntent === "inventory_margin_ranking_for_nomenclature" ||
         followupContext.root_intent === "inventory_margin_ranking_for_nomenclature";
@@ -1382,6 +1511,7 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
     if (inventoryPurchaseDateVatBridge &&
         (detectedIntent.intent === "unknown" ||
             detectedIntent.intent === sourceIntent ||
+            detectedIntent.intent === "account_balance_snapshot" ||
             detectedIntent.intent === "vat_payable_confirmed_as_of_date" ||
             detectedIntent.intent === "vat_payable_forecast")) {
         return {

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

@@ -57,6 +57,16 @@ function inventoryRequestedPartyMatches(requested, actualParties) {
 function inventoryPartyListOrUnknown(parties) {
     return parties.length > 0 ? parties.slice(0, 4).join("; ") : "не выделен отдельным полем";
 }
+function normalizeInventoryReplyEntityToken(value) {
+    const normalized = String(value ?? "")
+        .trim()
+        .toLowerCase()
+        .replace(/ё/gu, "е")
+        .replace(/[^a-zа-я0-9]+/giu, " ")
+        .replace(/\s+/gu, " ")
+        .trim();
+    return normalized || null;
+}
 function sumInventoryRowAmount(rows) {
     return rows.reduce((sum, row) => sum + (typeof row.amount === "number" && Number.isFinite(row.amount) ? row.amount : 0), 0);
 }
@@ -380,29 +390,47 @@ function composeInventoryReply(intent, rows, options, deps) {
     }
     if (intent === "inventory_aging_by_purchase_date") {
         const asOfDate = deps.resolvePayablesAsOfDate(options);
-        const purchaseRows = rows.filter((row) => deps.isInventoryPurchaseMovement(row));
+        const agingItems = deps.buildInventoryAgingByItemAggregate(rows, asOfDate);
+        const agingItemTokens = new Set(agingItems
+            .map((item) => normalizeInventoryReplyEntityToken(item.item))
+            .filter((item) => Boolean(item)));
+        const purchaseRows = rows.filter((row) => {
+            if (!deps.isInventoryPurchaseMovement(row)) {
+                return false;
+            }
+            if (agingItemTokens.size === 0) {
+                return true;
+            }
+            const item = deps.summarizeInventoryTraceRows([row]).item;
+            const itemToken = normalizeInventoryReplyEntityToken(item);
+            return Boolean(itemToken && agingItemTokens.has(itemToken));
+        });
         const summary = deps.summarizeInventoryTraceRows(purchaseRows);
-        const agingItems = deps.buildInventoryAgingByItemAggregate(purchaseRows, asOfDate);
         const oldestPurchaseDate = agingItems[0]?.firstPurchasePeriod ?? summary.firstPeriod;
         const oldestPurchaseAgeDays = agingItems[0]?.ageDays ?? null;
+        const organizationLabel = agingItems.find((item) => item.organization)?.organization ?? null;
         const oldestAnswerPreview = agingItems
             .slice(0, 3)
             .map((item) => `${item.item} (${deps.inventoryTraceDateLabel(item.firstPurchasePeriod)})`)
             .join("; ");
         const directAnswerLine = agingItems.length > 0
-            ? `К самым старым закупкам в текущем подтвержденном срезе относятся позиции с самой ранней первой закупкой: ${oldestAnswerPreview}.`
-            : "По доступному закупочному следу позиции со старыми закупками не материализованы.";
+            ? `Среди фактических положительных остатков есть давно закупавшиеся позиции: ${oldestAnswerPreview}.`
+            : "В фактическом положительном остатке не найдено позиций с подтвержденным старым закупочным следом.";
         const lines = [directAnswerLine];
-        (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Сводка:", [
+        const summaryLines = [
             `Дата среза: ${deps.formatDateRu(asOfDate)}.`,
             `Самая ранняя первая закупка среди позиций: ${deps.inventoryTraceDateLabel(oldestPurchaseDate)}.`,
             `Самая поздняя найденная закупка: ${deps.inventoryTraceDateLabel(summary.lastPeriod)}.`,
             `Позиций в выборке: ${deps.formatNumberWithDots(agingItems.length)}.`,
             `Закупочных документов: ${deps.formatNumberWithDots(summary.documents.length)}.`,
             `Закупочных операций: ${deps.formatNumberWithDots(purchaseRows.length)}.`
-        ]);
+        ];
+        if (organizationLabel) {
+            summaryLines.splice(1, 0, `Организация: ${organizationLabel}.`);
+        }
+        (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Сводка:", summaryLines);
         (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Ограничения:", [
-            "Без партионного учета этот ответ показывает возраст закупочного следа по товарной позиции, а не возраст конкретного лота."
+            "Берем только позиции с положительным остатком на дату среза; без партионного учета это возраст закупочного следа по номенклатуре, а не доказанный возраст конкретной партии."
         ]);
         if (oldestPurchaseAgeDays !== null) {
             lines.push(`- Между самой ранней первой закупкой и датой среза прошло ${deps.formatNumberWithDots(oldestPurchaseAgeDays)} дн.`);
@@ -411,11 +439,11 @@ function composeInventoryReply(intent, rows, options, deps) {
             lines.push(`- Поставщики, встречающиеся в наблюдаемом закупочном следе: ${summary.counterparties.slice(0, 4).join("; ")}.`);
         }
         if (agingItems.length > 0) {
-            (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Позиции от самых старых закупок:", deps.formatInventoryAgingRows(agingItems, asOfDate, 12));
+            (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Позиции от самых старых закупок:", deps.formatInventoryAgingRows(agingItems, asOfDate, 5));
         }
         else {
             (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Позиции от самых старых закупок:", [
-                "- В доступных данных не найдено закупочных движений для выбранного среза."
+                "- В доступных данных не найдено закупочных движений по позициям, которые есть в положительном остатке на дату среза."
             ]);
         }
         return (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)(agingItems.length > 0 ? "strong" : "medium", agingItems.length > 0));

llm_normalizer/backend/dist/services/assistantAddressAttemptRuntimeAdapter.js

@@ -98,6 +98,7 @@ async function runAssistantAddressAttemptRuntime(input) {
     };
     const runAddressLaneAttempt = async (messageUsed, carryMeta, analysisDateHint, llmSemanticHints = null) => runAddressLaneAttemptRuntimeSafe((0, assistantAddressLaneAttemptInputBuilder_1.buildAssistantAddressLaneAttemptRuntimeInput)({
         messageUsed,
+        rawUserMessage: input.userMessage,
         carryMeta,
         analysisDateHint,
         llmSemanticHints,

llm_normalizer/backend/dist/services/assistantAddressLaneAttemptInputBuilder.js

@@ -4,6 +4,7 @@ exports.buildAssistantAddressLaneAttemptRuntimeInput = buildAssistantAddressLane
 function buildAssistantAddressLaneAttemptRuntimeInput(input) {
     return {
         messageUsed: input.messageUsed,
+        rawUserMessage: input.rawUserMessage,
         carryMeta: input.carryMeta,
         analysisDateHint: input.analysisDateHint,
         llmSemanticHints: input.llmSemanticHints,

llm_normalizer/backend/dist/services/assistantAddressLaneAttemptQueryOptionsBuilder.js

@@ -9,7 +9,8 @@ function resolveAssistantAddressLaneAttemptFollowupContext(carryMeta) {
 }
 function buildAssistantAddressLaneAttemptQueryOptions(input) {
     const base = {
-        analysisDateHint: input.analysisDateHint
+        analysisDateHint: input.analysisDateHint,
+        rawUserMessage: input.rawUserMessage ?? undefined
     };
     if (input.scopedFollowupContext) {
         base.followupContext = input.scopedFollowupContext;

llm_normalizer/backend/dist/services/assistantAddressLaneAttemptRuntimeAdapter.js

@@ -10,6 +10,7 @@ async function runAssistantAddressLaneAttemptRuntime(input) {
         scopedFollowupContext,
         llmSemanticHints: input.llmSemanticHints ?? null,
         activeOrganization: input.activeOrganization,
-        knownOrganizations: input.knownOrganizations
+        knownOrganizations: input.knownOrganizations,
+        rawUserMessage: input.rawUserMessage ?? input.messageUsed
     }));
 }

llm_normalizer/backend/dist/services/assistantAddressLaneResponseRuntimeAdapter.js

@@ -69,7 +69,17 @@ function cleanComparisonScopeCompanyLine(line, organization) {
     }
     return clean.trim();
 }
+function hasComparisonScopeProofCue(value) {
+    const text = toNullableString(value)?.toLocaleLowerCase("ru-RU").replace(/\s+/gu, " ").trim();
+    if (!text) {
+        return false;
+    }
+    return /(?:\bсравни\b|собери\s+коротк\p{L}*\s+итог|коротк\p{L}*\s+сравн|что\s+.*подтверд\p{L}*.*(?:компан|контрагент|свк)|что\s+.*отдельно\s+по\s+(?:группа\s+свк|выбранн\p{L}*\s+контрагент)|какие\s+выводы\s+можно\s+делать\s+и\s+какие\s+нельзя)/iu.test(text);
+}
 function buildComparisonScopeProofReply(input) {
+    if (!hasComparisonScopeProofCue(input.userMessage)) {
+        return 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);

llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js

@@ -62,7 +62,7 @@ function hasCompactCashflowFollowupSignal(text) {
     if (!value) {
         return false;
     }
-    return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+    return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b|кто\s+больше\s+всего\s+зан[её]с|кому\s+больше\s+всего\s+ушл\p{L}*|банк\s+не\s+называй\s+обычн\p{L}*\s+клиент\p{L}*|главн\p{L}*\s+клиент|главн\p{L}*\s+поставщик)/iu.test(value);
 }
 function dateScopeToFilterWindow(dateScope) {
     if (!dateScope) {
@@ -79,6 +79,35 @@ function dateScopeToFilterWindow(dateScope) {
     }
     return null;
 }
+function filterWindowFromExtractedFilters(filters) {
+    if (!filters) {
+        return null;
+    }
+    const asOfDate = typeof filters.as_of_date === "string" ? filters.as_of_date.trim() : "";
+    if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(asOfDate)) {
+        return { as_of_date: asOfDate };
+    }
+    const periodFrom = typeof filters.period_from === "string" ? filters.period_from.trim() : "";
+    const periodTo = typeof filters.period_to === "string" ? filters.period_to.trim() : "";
+    if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodFrom) && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodTo)) {
+        return {
+            period_from: periodFrom,
+            period_to: periodTo
+        };
+    }
+    return null;
+}
+function hasBoundedFilterWindow(filters) {
+    if (!filters) {
+        return false;
+    }
+    if (typeof filters.as_of_date === "string" && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(filters.as_of_date.trim())) {
+        return true;
+    }
+    const periodFrom = typeof filters.period_from === "string" ? filters.period_from.trim() : "";
+    const periodTo = typeof filters.period_to === "string" ? filters.period_to.trim() : "";
+    return /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodFrom) && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodTo);
+}
 function looksLikeReliableOrganizationScope(value) {
     const text = compactLower(value);
     if (!text) {
@@ -103,12 +132,15 @@ function inferBusinessOverviewDiscoveryContextFromSessionItems(sessionItems, toN
             continue;
         }
         const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
-        const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+        const debugFilters = toRecordObject(debug?.extracted_filters);
+        const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope)) ??
+            filterWindowFromExtractedFilters(debugFilters);
         if (!filterWindow) {
             continue;
         }
         const previousFilters = { ...filterWindow };
-        const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+        const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope) ??
+            toNonEmptyString(debugFilters?.organization);
         if (looksLikeReliableOrganizationScope(organization)) {
             previousFilters.organization = organization;
         }
@@ -129,9 +161,7 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input) {
         return input.followupContext;
     }
     const existingFilters = toRecordObject(input.followupContext?.previous_filters);
-    if (input.toNonEmptyString(existingFilters?.period_from) ||
-        input.toNonEmptyString(existingFilters?.period_to) ||
-        input.toNonEmptyString(existingFilters?.as_of_date)) {
+    if (hasBoundedFilterWindow(existingFilters)) {
         return input.followupContext;
     }
     const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
@@ -142,12 +172,12 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input) {
         ...inferred,
         ...(input.followupContext ?? {}),
         previous_filters: {
-            ...(toRecordObject(inferred.previous_filters) ?? {}),
-            ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+            ...(toRecordObject(input.followupContext?.previous_filters) ?? {}),
+            ...(toRecordObject(inferred.previous_filters) ?? {})
         },
         root_filters: {
-            ...(toRecordObject(inferred.root_filters) ?? {}),
-            ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+            ...(toRecordObject(input.followupContext?.root_filters) ?? {}),
+            ...(toRecordObject(inferred.root_filters) ?? {})
         }
     };
 }
@@ -172,6 +202,13 @@ function sameEntityHint(expected, actual) {
     }
     return left === right || left.includes(right) || right.includes(left);
 }
+function hasComparisonScopeProofCue(text) {
+    const value = compactLower(text);
+    if (!value) {
+        return false;
+    }
+    return /(?:\bсравни\b|собери\s+коротк\p{L}*\s+итог|коротк\p{L}*\s+сравн|что\s+.*подтверд\p{L}*.*(?:компан|контрагент|свк)|что\s+.*отдельно\s+по\s+(?:группа\s+свк|выбранн\p{L}*\s+контрагент)|какие\s+выводы\s+можно\s+делать\s+и\s+какие\s+нельзя)/iu.test(value);
+}
 function isBusinessOverviewDiscoveryFollowup(followupContext, toNonEmptyString) {
     if (!followupContext) {
         return false;
@@ -344,6 +381,9 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input) {
     const entities = toRecordObject(input.predecomposeContract?.entities);
     const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
     const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+    if (!hasComparisonScopeProofCue(input.userMessage)) {
+        return input.followupContext;
+    }
     if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
         return input.followupContext;
     }
@@ -376,6 +416,9 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input) {
     };
 }
 function mergeBusinessOverviewProofBundlesFromSessionItems(input) {
+    if (!hasComparisonScopeProofCue(input.userMessage)) {
+        return input.followupContext;
+    }
     if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
         return input.followupContext;
     }
@@ -576,6 +619,7 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
     });
     const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
         followupContext: discoveryFollowupContext,
+        userMessage: input.userMessage,
         sessionItems: input.sessionItems,
         toNonEmptyString: input.toNonEmptyString
     });
@@ -583,6 +627,7 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
         followupContext: discoveryFollowupContextWithProofBundles,
         sessionAddressNavigationState: input.sessionAddressNavigationState,
         predecomposeContract,
+        userMessage: input.userMessage,
         toNonEmptyString: input.toNonEmptyString
     });
     const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(input.userMessage, addressInputMessage, carryover, addressPreDecompose);

llm_normalizer/backend/dist/services/assistantDeepTurnResponseRuntimeAdapter.js

@@ -74,6 +74,15 @@ function normalizeAddressRuntimeMetaForDeep(value) {
         mcpDiscoveryRuntimeEntryPoint: source.mcpDiscoveryRuntimeEntryPoint ?? null
     };
 }
+function stripRoutineShortAnswerPrefix(value) {
+    return String(value ?? "")
+        .split(/\r?\n/g)
+        .map((line) => line
+        .replace(/^((?:\s|\uFEFF)*(?:[-*]\s*)?)(?:\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*)+/u, "$1")
+        .replace(/(:\s*)\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*/u, "$1"))
+        .join("\n")
+        .trim();
+}
 function runAssistantDeepTurnResponseRuntime(input) {
     const runPackagingRuntimeSafe = input.runPackagingRuntime ?? assistantDeepTurnPackagingRuntimeAdapter_1.runAssistantDeepTurnPackagingRuntime;
     const runFinalizeDeepTurnSafe = input.runFinalizeDeepTurn ?? assistantDeepTurnFinalizeRuntimeAdapter_1.finalizeAssistantDeepTurn;
@@ -125,9 +134,9 @@ function runAssistantDeepTurnResponseRuntime(input) {
         currentReplySource: "deep_analysis",
         addressRuntimeMeta: addressRuntimeMetaForDeep
     });
-    const assistantReply = mcpDiscoveryResponsePolicy.applied
-        ? mcpDiscoveryResponsePolicy.reply_text
-        : packagingRuntime.safeAssistantReply;
+    const assistantReply = stripRoutineShortAnswerPrefix(mcpDiscoveryResponsePolicy.applied
+        ? input.sanitizeReply(mcpDiscoveryResponsePolicy.reply_text, packagingRuntime.safeAssistantReply)
+        : packagingRuntime.safeAssistantReply);
     const replyType = mcpDiscoveryResponsePolicy.applied ? "partial_coverage" : input.composition.reply_type;
     const debug = {
         ...packagingRuntime.debug,

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js

@@ -69,6 +69,10 @@ function requestsCounterpartyLeaderSurface(turnMeaning, graph) {
     }
     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 requestsBusinessOverviewNextChecks(turnMeaning, graph) {
+    const text = normalizedTurnAndGraphText(turnMeaning, graph);
+    return /(?:что\s+(?:дальше\s+)?провер\w*|что\s+провер\w*\s+дальше|следующ\w*\s+шаг|в\s+первую\s+очередь\s+провер\w*|next\s+checks?|next\s+steps?)/iu.test(text);
+}
 function requestsCompactCashflowAnswer(turnMeaning, graph) {
     const text = normalizeQuestionText([
         turnMeaning?.raw_message,
@@ -429,6 +433,13 @@ function businessOverviewPeriodText(overview) {
     const period = toNonEmptyString(overview.period_scope);
     return period ? `за ${period}` : "за все доступное проверенное окно";
 }
+function businessOverviewPeriodPhrase(value) {
+    const normalized = toNonEmptyString(value);
+    if (!normalized) {
+        return "за все доступное проверенное окно";
+    }
+    return /^за\s+/iu.test(normalized) ? normalized : `за ${normalized}`;
+}
 function strongestIncomingYear(overview) {
     const years = Array.isArray(overview.yearly_breakdown) ? overview.yearly_breakdown : [];
     const sorted = years
@@ -857,7 +868,10 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
     const compactCashflowRequested = directMoneyOnlyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
     const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
     const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+    const nextChecksRequested = requestsBusinessOverviewNextChecks(turnMeaning, graph);
     const rawMessage = toNonEmptyString(turnMeaning?.raw_message) ?? toNonEmptyString(turnMeaning?.effective_message);
+    const earningsAmountRequested = /(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0434\u043e\u0445\u043e\u0434\p{L}*)/iu.test(normalizeQuestionText(rawMessage ?? ""));
+    const accountingFinancialResultForEarnings = toRecordObject(overview.accounting_financial_result);
     const rawMessageComparable = compactComparable(rawMessage);
     const organizationScopeComparable = compactComparable(organizationScope);
     const plainOrganizationClarificationSelection = Boolean(separateSubject &&
@@ -868,15 +882,51 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         rawMessageComparable.includes(organizationScopeComparable) &&
         rawMessage.length <= 90 &&
         !/(?:сравн|подтвержд|деньг|сколько|что\s+|покаж|дай|вывод|нельзя|клиент|поставщик|\?)/iu.test(rawMessage));
+    if (compactCashflowRequested &&
+        !rankingNeed &&
+        !profitMarginBoundary &&
+        !cashflowPolarityRequested &&
+        earningsAmountRequested &&
+        accountingFinancialResultForEarnings) {
+        const direction = toNonEmptyString(accountingFinancialResultForEarnings.final_result_direction);
+        const amount = moneyText(accountingFinancialResultForEarnings.final_result_amount_human_ru);
+        const periodScope = toNonEmptyString(accountingFinancialResultForEarnings.period_scope) ?? period;
+        const marginPct = typeof accountingFinancialResultForEarnings.net_margin_to_revenue_pct === "number" &&
+            Number.isFinite(accountingFinancialResultForEarnings.net_margin_to_revenue_pct)
+            ? `${accountingFinancialResultForEarnings.net_margin_to_revenue_pct}%`
+            : null;
+        const directionText = direction === "profit"
+            ? "\u0443\u0447\u0435\u0442\u043d\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c"
+            : direction === "loss"
+                ? "\u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0443\u0431\u044b\u0442\u043e\u043a"
+                : "\u043d\u0443\u043b\u0435\u0432\u043e\u0439 \u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442";
+        const amountText = amount
+            ? direction === "loss"
+                ? `\u043c\u0438\u043d\u0443\u0441 ${amount}`
+                : amount
+            : "\u0441\u0443\u043c\u043c\u0430 \u043d\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u043d\u0430";
+        lines.push(`${organizationPrefix}\u0437\u0430 ${periodScope} \u043f\u043e \u0437\u0430\u043a\u0440\u044b\u0442\u0438\u044e \u0441\u0447\u0435\u0442\u043e\u0432 90/91/99 \u0432 1\u0421 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0430 ${directionText}: ${amountText}${marginPct ? `; \u043c\u0430\u0440\u0436\u0430 \u043a \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043d\u043e\u0439 \u0432\u044b\u0440\u0443\u0447\u043a\u0435 ${marginPct}` : ""}.`);
+        if (incomingAmount || outgoingAmount || netAmount) {
+            lines.push(`\u0414\u043b\u044f \u0441\u0432\u0435\u0440\u043a\u0438 \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c: \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431."}.`);
+        }
+        lines.push("\u0412\u0430\u0436\u043d\u043e: \u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0434\u0435\u043d\u0435\u0433 - \u0440\u0430\u0437\u043d\u044b\u0435 \u043c\u0435\u0442\u0440\u0438\u043a\u0438; \u043d\u0435 \u0441\u043c\u0435\u0448\u0438\u0432\u0430\u044e \u0438\u0445 \u0432 \u043e\u0434\u043d\u0443 \"\u043f\u0440\u0438\u0431\u044b\u043b\u044c\".");
+        return joinBusinessReplyLines(lines);
+    }
     if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
         const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
         const signedNetDisplay = cashflowPolarityRequested && netDisplay && !String(netDisplay).trim().startsWith("-")
             ? `+${netDisplay}`
             : netDisplay;
-        const polarityLead = cashflowPolarityRequested
-            ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
-            : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
+        const limitedEarningsAnswer = Boolean(earningsAmountRequested && !accountingFinancialResultForEarnings && limitLine);
+        const polarityLead = limitedEarningsAnswer
+            ? "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u0442\u043e\u0447\u043d\u0443\u044e \u0443\u0447\u0435\u0442\u043d\u0443\u044e \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0437\u0430 \u044d\u0442\u043e \u043e\u043a\u043d\u043e \u043d\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e; \u0432 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u043c \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u043c \u0441\u0440\u0435\u0437\u0435 "
+            : cashflowPolarityRequested
+                ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
+                : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
         lines.push(`${polarityLead}${organizationPrefix}${period} \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${signedNetDisplay}.`);
+        if (limitLine) {
+            lines.push(limitLine);
+        }
         lines.push(cashflowPolarityRequested
             ? "\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 \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."
             : "\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.");
@@ -921,11 +971,7 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
                 : "Это учетный финрезультат по найденным строкам закрытия периода в 1С, а не внешний аудит и не юридически подтвержденная отчетность.");
             return joinBusinessReplyLines(lines);
         }
-        const headline = toNonEmptyString(draft.headline);
-        const cleanHeadline = headline?.replace(/^Коротко:\s*/iu, "").trim();
-        lines.push(cleanHeadline
-            ? `Коротко: ${localizeLine(cleanHeadline)}`
-            : "Коротко: нельзя точно подтвердить чистую прибыль и маржу по текущему срезу 1С; есть только ограниченный операционный денежный/товарный сигнал, а не полный отчет о прибыли и не бухгалтерский финансовый результат.");
+        lines.push("Коротко: чистую прибыль и маржу не подтверждаю по текущему срезу 1С; видны только ограниченные денежные обороты и расчетное нетто/операционный сигнал, а не полный отчет о прибыли и не бухгалтерский финансовый результат.");
         const boundaryLines = userFacingLines([
             ...toStringList(draft.confirmed_lines),
             ...toStringList(draft.inference_lines),
@@ -1005,9 +1051,12 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
                 ? `${vendorProcurementQuality.top_non_financial_supplier_share_pct}%`
                 : null;
             const periodScope = toNonEmptyString(vendorProcurementQuality.period_scope) ?? period;
-            const totalText = totalOutgoing ? `; всего исходящих платежей в проверенном срезе ${totalOutgoing}` : "";
+            const periodPhrase = businessOverviewPeriodPhrase(periodScope);
+            const totalText = totalOutgoing
+                ? `; всего исходящих платежей в проверенном срезе ${sentenceAmount(totalOutgoing)}`
+                : "";
             if (status === "financial_institution_leads_outgoing_cash") {
-                lines.push(`Коротко: проверка концентрации закупок/исходящих платежей за ${periodScope} не подтверждает зависимость от обычного поставщика: крупнейший получатель исходящих денег ${topOutgoingName ?? "не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : ""}, но по названию это банк/финансовая организация${totalText}.`);
+                lines.push(`Коротко: проверка концентрации закупок/исходящих платежей ${periodPhrase} не подтверждает зависимость от обычного поставщика: крупнейший получатель исходящих денег ${topOutgoingName ?? "не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : ""}, но по названию это банк/финансовая организация${totalText}.`);
                 const financialHintText = financialFlowHintTextRuFromRecord(topOutgoingRecord);
                 if (financialHintText) {
                     lines.push(financialHintText);
@@ -1017,17 +1066,17 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
                 }
             }
             else if (status === "reviewed_procurement_concentration") {
-                lines.push(`Коротко: точный риск зависимости от одного поставщика не подтвержден полностью; проверка концентрации закупок/исходящих платежей за ${periodScope} нашла крупнейшего получателя исходящего потока: ${topOutgoingName ?? nonFinancialName ?? "получатель не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : nonFinancialShare ? ` держит около ${nonFinancialShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : nonFinancialAmount ? ` (${nonFinancialAmount})` : ""}${totalText}.`);
+                lines.push(`Коротко: точный риск зависимости от одного поставщика не подтвержден полностью; проверка концентрации закупок/исходящих платежей ${periodPhrase} нашла крупнейшего получателя исходящего потока: ${topOutgoingName ?? nonFinancialName ?? "получатель не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : nonFinancialShare ? ` держит около ${nonFinancialShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : nonFinancialAmount ? ` (${nonFinancialAmount})` : ""}${totalText}.`);
             }
             else {
-                lines.push(`Коротко: проверка концентрации закупок/исходящих платежей за ${periodScope} выполнена, но надежной небанковской концентрации поставщика по найденным исходящим платежам не хватает${totalText}.`);
+                lines.push(`Коротко: проверка концентрации закупок/исходящих платежей ${periodPhrase} выполнена, но надежной небанковской концентрации поставщика по найденным исходящим платежам не хватает${totalText}.`);
             }
             const contractText = typeof vendorProcurementQuality.used_contracts === "number" && Number.isFinite(vendorProcurementQuality.used_contracts)
                 ? typeof vendorProcurementQuality.total_contracts === "number" && Number.isFinite(vendorProcurementQuality.total_contracts)
                     ? ` Договорный профиль: используется ${vendorProcurementQuality.used_contracts}/${vendorProcurementQuality.total_contracts} договоров${typeof vendorProcurementQuality.used_contract_share_pct === "number" && Number.isFinite(vendorProcurementQuality.used_contract_share_pct) ? ` (${vendorProcurementQuality.used_contract_share_pct}%)` : ""}.`
                     : ` Договорный профиль: используется ${vendorProcurementQuality.used_contracts} договоров.`
                 : "";
-            lines.push(`Что не доказано этим срезом: надежность поставщика, качество поставок, договорные условия, назначение каждого платежа и полная структура всех расходов.${contractText}`);
+            lines.push(`Это не аудит поставщиков: срез не доказывает надежность поставщика, качество поставок, договорные условия, назначение каждого платежа и полную структуру всех расходов.${contractText}`);
             return joinBusinessReplyLines(lines);
         }
         const supplierBasis = topSupplier
@@ -1068,6 +1117,19 @@ 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 &&
+        !counterpartyLeaderSurfaceRequested &&
+        !rankingNeed &&
+        nextChecksRequested) {
+        const subject = organizationScope ? `по компании ${organizationScope}` : "по компании";
+        lines.push(`В первую очередь ${subject} надо проверить чистую прибыль через закрытие 90/91/99, зависимость от топ-3 клиентов и поставщиков, долги/зависшие расчеты, складские остатки и НДС-позицию.`);
+        lines.push("Смысл порядка: сначала отделить бухгалтерский финрезультат от денежного нетто, затем проверить концентрацию потоков и только после этого углубляться в склад, долги и налоговую позицию.");
+        if (limitLine) {
+            lines.push(limitLine);
+        }
+        return joinBusinessReplyLines(lines);
+    }
     if (!separateSubject &&
         !crossScopeExecutiveSummary &&
         !counterpartyLeaderSurfaceRequested &&
@@ -1075,8 +1137,8 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         (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.`);
-        lines.push("Что видно:");
+        lines.push(`Коротко: по ограниченному проверенному 1С-срезу ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж; это не аудиторское заключение и не подтвержденная чистая прибыль.`);
+        lines.push("Что видно в ограниченном денежном срезе:");
         if (incomingAmount) {
             lines.push(`- входящие деньги за ${periodWithoutPrefix}: ${incomingAmount};`);
         }
@@ -1108,7 +1170,9 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         if (debtLine) {
             lines.push(`- ${localizeLine(debtLine)}`);
         }
-        lines.push("Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль.");
+        if (!limitLine) {
+            lines.push("Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль.");
+        }
         const missingOverviewFamilies = [];
         if (!taxLine) {
             missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -52,6 +52,15 @@ function hasInternalMechanics(value) {
         text.includes("catalog_") ||
         text.includes("select "));
 }
+function stripRoutineShortAnswerPrefix(value) {
+    return String(value ?? "")
+        .split(/\r?\n/g)
+        .map((line) => line
+        .replace(/^((?:\s|\uFEFF)*(?:[-*]\s*)?)(?:\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*)+/u, "$1")
+        .replace(/(:\s*)\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*/u, "$1"))
+        .join("\n")
+        .trim();
+}
 function isMcpDiscoveryEntryPointContract(value) {
     const record = toRecordObject(value);
     return (record?.schema_version === "assistant_mcp_discovery_runtime_entry_point_v1" &&
@@ -797,12 +806,13 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
         };
     }
     pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_applied");
+    const replyText = stripRoutineShortAnswerPrefix(String(candidate.reply_text));
     return {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_RESPONSE_POLICY_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryResponsePolicy",
         decision: "apply_candidate",
         applied: true,
-        reply_text: String(candidate.reply_text),
+        reply_text: replyText || String(candidate.reply_text),
         reply_source: "mcp_discovery_response_candidate_guarded",
         candidate,
         reason_codes: reasonCodes

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -170,6 +170,7 @@ function isGarbageSemanticAnchorCandidate(value) {
     }
     if (/^(?:по\s+)?(?:этим|этими)\s+данн\p{L}*$/iu.test(text) ||
         /^(?:и\s+)?кто\s+(?:главн\p{L}*|основн\p{L}*|крупн\p{L}*)\s+(?:клиент|покупател|поставщик|контрагент)(?:\s+в)?$/iu.test(text) ||
+        /^(?:и\s+)?(?:главн\p{L}*|основн\p{L}*|крупн\p{L}*)\s+(?:клиент|покупател|поставщик|контрагент)(?:\s+в)?$/iu.test(text) ||
         /^(?:или\s+)?(?:обычн\p{L}*\s+)?(?:клиент|поставщик|покупател\p{L}*|заказчик|контрагент)(?:\s+или\s+(?:клиент|поставщик|покупател\p{L}*|заказчик|контрагент))?$/iu.test(text) ||
         /^(?:что|чего)\s+(?:подтвержден\p{L}*|не\s+хватает)/iu.test(text) ||
         /^(?:можно\s+ли|если\s+нет|дай\s+proxy|дай\s+прокси)/iu.test(text)) {
@@ -675,6 +676,15 @@ function hasDebtDueDateBoundaryFollowupSignal(text) {
     const hasFollowupShape = /(?:\u0442\u043e\s+\u0435\u0441\u0442\u044c|\u043f\u043e\u0447\u0435\u043c\u0443|\u043a\u043e\u0440\u043e\u0442\w*|\u043d\u0435\u043b\u044c\u0437\u044f|\u043c\u043e\u0436\u043d\u043e\s+\u043b\u0438|\u0437\u043d\u0430\u0447\u0438\u0442|\u0432\u044b\u0445\u043e\u0434\u0438\u0442|why|short|brief|so)/iu.test(text);
     return hasDueDateCue && hasFollowupShape;
 }
+function hasSupplierDependencyFollowupSignal(text) {
+    if (!text) {
+        return false;
+    }
+    const normalized = compactLower(text);
+    const hasSupplierOrOutgoingCue = /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0437\u0430\u043a\u0443\u043f|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436|\u0437\u0430\u043f\u043b\u0430\u0442|supplier|vendor|procurement|outgoing|payout)/iu.test(normalized);
+    const hasDependencyCue = /(?:\u0437\u0430\u0432\u0438\u0441\u0438\u043c|\u0437\u0430\u0432\u044f\u0437\u0430\u043d|\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446|\u043a\u043b\u044e\u0447\u0435\u0432|\u043e\u0441\u043d\u043e\u0432\u043d|\u043a\u0440\u0438\u0442\u0438\u0447|dependency|concentration|key|critical)/iu.test(normalized);
+    return hasSupplierOrOutgoingCue && hasDependencyCue;
+}
 function hasOrganizationLevelDebtDueDateOverviewSignal(text) {
     if (!text) {
         return false;
@@ -770,7 +780,7 @@ function hasBusinessOverviewContinuationSignal(text) {
     }
     const normalized = compactLower(text);
     const hasEvidenceContinuationCue = /(?:по\s+этим\s+данн|на\s+базе\s+этих\s+данн|из\s+этого|по\s+итогам|что\s+подтвержден|чего\s+не\s+хватает|что\s+пока\s+нельзя|что\s+можно\s+сказать|какой\s+вывод|итогов|резюм|вывод)/iu.test(normalized);
-    const hasAnalystContinuationCue = /(?:можно\s+ли|если\s+нет|proxy|прокси|аудит|оцен|что\s+думаешь|нормальн\p{L}*\s+прибыл|прибыл|марж|рентаб|ликвидн|просроч|качество\s+долг|риск|налогов\p{L}*\s+вывод)/iu.test(normalized);
+    const hasAnalystContinuationCue = /(?:можно\s+ли|если\s+нет|proxy|прокси|аудит|оцен|что\s+думаешь|нормальн\p{L}*\s+прибыл|прибыл|марж|рентаб|ликвидн|просроч|качество\s+долг|риск|зависим|завязан|концентрац|налогов\p{L}*\s+вывод)/iu.test(normalized);
     const hasTaxContinuationCue = /(?:ндс|vat)[\s\S]{0,120}(?:позици|период|основан|не\s+хватает|налогов\p{L}*\s+вывод)|(?:позици|налогов\p{L}*\s+вывод)[\s\S]{0,80}(?:ндс|vat)/iu.test(normalized);
     const hasFinalSummaryCue = /(?:\u0447\u0442\u043e\s+\u043c\u044b\s+\u0437\u043d\u0430\u0435\u043c|\u0447\u0442\u043e\s+\u043f\u043e\u043d\u044f\u0442\u043d\u043e|\u0447\u0442\u043e\s+\u043f\u0440\u043e\u0432\u0435\u0440\w*\s+\u0434\u0430\u043b\u044c\u0448\u0435|\u0441\u043b\u0435\u0434\u0443\u044e\u0449\w*\s+\u0448\u0430\u0433|\u0438\u0442\u043e\u0433\w*\s+\u0432\u044b\u0432\u043e\u0434|\u043a\u0430\u043a\u043e\u0439\s+\u0432\u044b\u0432\u043e\u0434|\u0447\u0442\u043e\s+\u0441\s+\u044d\u0442\u0438\u043c\s+\u0434\u0435\u043b\u0430\u0442\u044c|what\s+do\s+we\s+know|what\s+is\s+missing|next\s+step|final\s+summary)/iu.test(normalized);
     const hasMoneyBreakdownCue = /(?:\u0440\u0430\u0441\u043a\u0440\u043e\p{L}*\s+\u0434\u0435\u043d\p{L}*|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u0432\u0441\u0435\u0433\u043e\s+\u043f\u043e\u043b\u0443\u0447|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+(?:\u0432\u0441\u0435\u0433\u043e\s+)?\u0437\u0430\u043f\u043b\u0430\u0442|\u0447\u0438\u0441\u0442\p{L}*\s+\u0434\u0435\u043d\u0435\u0436\u043d\p{L}*\s+\u043f\u043e\u0442\u043e\u043a|\u0433\u043b\u0430\u0432\u043d\p{L}*\s+(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a)|top\s+(?:customer|supplier)|cash\s+breakdown)/iu.test(normalized) &&
@@ -1338,7 +1348,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const debtDueDateBusinessOverviewSignal = ((rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
         hasOrganizationLevelDebtDueDateOverviewSignal(rawText)) ||
         debtDueDateFollowupBusinessOverviewSignal;
-    const supplierQualityBusinessOverviewSignal = (rawBusinessOverviewSignal || seededBusinessOverviewSignal) && hasOrganizationLevelSupplierQualityOverviewSignal(rawText);
+    const supplierQualityBusinessOverviewSignal = ((rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
+        (hasOrganizationLevelSupplierQualityOverviewSignal(rawText) || hasSupplierDependencyFollowupSignal(rawText))) ||
+        (businessOverviewContinuationSignal && hasSupplierDependencyFollowupSignal(rawText));
     const profitMarginFollowupBusinessOverviewSignal = businessOverviewContinuationSignal && hasProfitMarginBoundaryFollowupSignal(rawText);
     const profitMarginBusinessOverviewSignal = ((rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
         hasOrganizationLevelProfitMarginBoundaryOverviewSignal(rawText)) ||
@@ -1823,11 +1835,13 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         ? null
         : explicitCurrentCounterpartyOverridesFollowupEntity
             ? null
-            : rawMetadataScopeHint ??
-                followupSeed.metadataScopeHint ??
-                followupSeed.discoveryEntity ??
-                followupSeed.metadataSelectedEntitySet ??
-                null;
+            : businessOverviewSuppressesFollowupCounterparty
+                ? rawMetadataScopeHint
+                : rawMetadataScopeHint ??
+                    followupSeed.metadataScopeHint ??
+                    followupSeed.discoveryEntity ??
+                    followupSeed.metadataSelectedEntitySet ??
+                    null;
     const metadataScopedLaneWithoutSubject = Boolean((metadataGroundedMovementLaneApplicable ||
         metadataGroundedDocumentLaneApplicable ||
         explicitVatMovementEvidenceSignal) &&
@@ -2013,7 +2027,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         /^\d{4}$/.test(rawDateScope) &&
         normalizedPredecomposeDateScope &&
         normalizedPredecomposeDateScope.startsWith(`${rawDateScope}-`));
-    const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope";
+    const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope" && !currentTurnCarriesExplicitPeriod;
     const explicitDateScope = rawAllTimeScopeSignal || followupAllTimeScopeApplied
         ? null
         : normalizedAssistantTurnMeaningDateScope ??
@@ -2386,6 +2400,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (debtDueDateFollowupBusinessOverviewSignal) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_debt_due_date_followup_boundary");
     }
+    if (supplierQualityBusinessOverviewSignal && hasSupplierDependencyFollowupSignal(rawText)) {
+        pushReason(reasonCodes, "mcp_discovery_business_overview_supplier_dependency_followup_boundary");
+    }
     if (explicitVatSuppressesBusinessOverviewContinuation) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_suppressed_by_explicit_vat_question");
     }

llm_normalizer/backend/dist/services/assistantService.js

@@ -2025,7 +2025,11 @@ function repairAddressMojibake(value) {
 }
 function sanitizeOutgoingAssistantText(value, fallback = "Не смог сформировать читаемый ответ. Уточните запрос.") {
     const repaired = repairAddressMojibake(String(value ?? ""));
-    const sanitized = String((0, answerComposer_1.sanitizeAssistantReplyForUserFacing)(repaired) ?? "").trim();
+    const sanitized = String((0, answerComposer_1.sanitizeAssistantReplyForUserFacing)(repaired) ?? "")
+        .split(/\r?\n/g)
+        .map((line) => line.replace(/^Коротко:\s*/u, "").replace(/(:\s*)Коротко:\s*/u, "$1"))
+        .join("\n")
+        .trim();
     if (sanitized) {
         return sanitized;
     }

llm_normalizer/backend/dist/services/assistantTransitionPolicy.js

@@ -182,7 +182,7 @@ function createAssistantTransitionPolicy(deps) {
         }
         return `${match[3]}-${match[2]}-${match[1]}`;
     }
-    function computeMonthWindowFromIso(isoDate) {
+    function computeMonthWindowFromIso(isoDate, bridgeFacts = {}) {
         const match = String(isoDate ?? "").match(/^(\d{4})-(\d{2})-(\d{2})$/);
         if (!match) {
             return null;
@@ -199,10 +199,15 @@ function createAssistantTransitionPolicy(deps) {
             purchase_date: isoDate,
             period_from: `${year}-${mm}-01`,
             period_to: `${year}-${mm}-${dd}`,
-            as_of_date: `${year}-${mm}-${dd}`
+            as_of_date: `${year}-${mm}-${dd}`,
+            purchase_date_bridge_selected: isoDate,
+            ...bridgeFacts
         };
     }
-    function extractEarliestDmyDateFromEntityRefs(entityRefs) {
+    function uniqueSortedIsoDates(dates) {
+        return Array.from(new Set(dates.filter(Boolean))).sort();
+    }
+    function extractDmyDatesFromEntityRefs(entityRefs) {
         const dates = [];
         for (const entityRef of Array.isArray(entityRefs) ? entityRefs : []) {
             const value = deps.toNonEmptyString(entityRef?.value);
@@ -220,32 +225,80 @@ function createAssistantTransitionPolicy(deps) {
                 }
             }
         }
-        if (dates.length === 0) {
+        return uniqueSortedIsoDates(dates);
+    }
+    function detectPurchaseDateBridgeBasis(userMessage, alternateMessage) {
+        const text = [userMessage, alternateMessage]
+            .map((item) => deps.compactWhitespace(deps.repairAddressMojibake(String(item ?? "")).toLowerCase()).replace(/ё/g, "е"))
+            .filter(Boolean)
+            .join(" ");
+        if (/(?:последн|latest|last|сам[а-я\s-]*поздн)/iu.test(text)) {
+            return "last_confirmed_purchase";
+        }
+        if (/(?:перв|earliest|oldest|ранн|сам[а-я\s-]*стар)/iu.test(text)) {
+            return "first_confirmed_purchase";
+        }
+        return "first_confirmed_purchase_default";
+    }
+    function extractPurchaseDateBridgeFacts(previousAddressItem, addressNavigationState, userMessage, alternateMessage) {
+        const previousFilters = (0, assistantContinuityPolicy_1.readAddressDebugFilters)(previousAddressItem?.debug ?? null);
+        let firstIsoDate = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_first);
+        let lastIsoDate = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_last);
+        const selectedIsoDateFromFilters = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_selected);
+        if (!firstIsoDate && selectedIsoDateFromFilters) {
+            firstIsoDate = selectedIsoDateFromFilters;
+        }
+        if (!lastIsoDate && selectedIsoDateFromFilters) {
+            lastIsoDate = selectedIsoDateFromFilters;
+        }
+        const replyText = deps.toNonEmptyString(previousAddressItem?.text);
+        if (replyText && (!firstIsoDate || !lastIsoDate)) {
+            const repairedText = deps.repairAddressMojibake(replyText);
+            const explicitFirstDateMatch = repairedText.match(/первая\s+(?:найденная|подтвержденная)\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu);
+            const explicitLastDateMatch = repairedText.match(/последняя\s+(?:найденная|подтвержденная)\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu);
+            firstIsoDate = explicitFirstDateMatch ? parseDmyDateToIso(explicitFirstDateMatch[1]) : null;
+            lastIsoDate = explicitLastDateMatch ? parseDmyDateToIso(explicitLastDateMatch[1]) : null;
+        }
+        if (!firstIsoDate || !lastIsoDate) {
+            const navigationSessionState = (0, assistantContinuityPolicy_1.resolveNavigationSessionContextState)(addressNavigationState, deps.toNonEmptyString, deps.normalizeOrganizationScopeValue);
+            const focusObject = navigationSessionState.focusObject;
+            const preferredResultSetId = deps.toNonEmptyString(focusObject?.provenanceResultSetId) ?? navigationSessionState.activeResultSetId;
+            const resultSets = Array.isArray(addressNavigationState?.result_sets) ? addressNavigationState.result_sets : [];
+            const preferredResultSet = (preferredResultSetId
+                ? resultSets.find((item) => deps.toNonEmptyString(item?.result_set_id) === preferredResultSetId) ?? null
+                : null) ??
+                resultSets.find((item) => deps.toNonEmptyString(item?.intent) === "inventory_purchase_provenance_for_item") ??
+                null;
+            const datesFromResultSet = extractDmyDatesFromEntityRefs(preferredResultSet?.entity_refs);
+            firstIsoDate = firstIsoDate ?? datesFromResultSet[0] ?? null;
+            lastIsoDate = lastIsoDate ?? datesFromResultSet[datesFromResultSet.length - 1] ?? null;
+        }
+        if (!firstIsoDate && !lastIsoDate) {
             return null;
         }
-        return dates.sort()[0] ?? null;
+        const normalizedFirst = firstIsoDate ?? lastIsoDate;
+        const normalizedLast = lastIsoDate ?? firstIsoDate;
+        const basis = detectPurchaseDateBridgeBasis(userMessage, alternateMessage);
+        const selectedIsoDate = basis === "last_confirmed_purchase" ? normalizedLast : normalizedFirst;
+        return {
+            selectedIsoDate,
+            firstIsoDate: normalizedFirst,
+            lastIsoDate: normalizedLast,
+            basis,
+            hasMultiplePurchaseDates: Boolean(normalizedFirst && normalizedLast && normalizedFirst !== normalizedLast)
+        };
     }
-    function extractPurchaseDateBridgeWindow(previousAddressItem, addressNavigationState) {
-        const replyText = deps.toNonEmptyString(previousAddressItem?.text);
-        if (replyText) {
-            const repairedText = deps.repairAddressMojibake(replyText);
-            const explicitFirstDateMatch = repairedText.match(/первая\s+найденная\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu);
-            const explicitFirstDateIso = explicitFirstDateMatch ? parseDmyDateToIso(explicitFirstDateMatch[1]) : null;
-            if (explicitFirstDateIso) {
-                return computeMonthWindowFromIso(explicitFirstDateIso);
-            }
+    function extractPurchaseDateBridgeWindow(previousAddressItem, addressNavigationState, userMessage, alternateMessage) {
+        const facts = extractPurchaseDateBridgeFacts(previousAddressItem, addressNavigationState, userMessage, alternateMessage);
+        if (!facts?.selectedIsoDate) {
+            return null;
         }
-        const navigationSessionState = (0, assistantContinuityPolicy_1.resolveNavigationSessionContextState)(addressNavigationState, deps.toNonEmptyString, deps.normalizeOrganizationScopeValue);
-        const focusObject = navigationSessionState.focusObject;
-        const preferredResultSetId = deps.toNonEmptyString(focusObject?.provenanceResultSetId) ?? navigationSessionState.activeResultSetId;
-        const resultSets = Array.isArray(addressNavigationState?.result_sets) ? addressNavigationState.result_sets : [];
-        const preferredResultSet = (preferredResultSetId
-            ? resultSets.find((item) => deps.toNonEmptyString(item?.result_set_id) === preferredResultSetId) ?? null
-            : null) ??
-            resultSets.find((item) => deps.toNonEmptyString(item?.intent) === "inventory_purchase_provenance_for_item") ??
-            null;
-        const earliestIsoDate = extractEarliestDmyDateFromEntityRefs(preferredResultSet?.entity_refs);
-        return earliestIsoDate ? computeMonthWindowFromIso(earliestIsoDate) : null;
+        return computeMonthWindowFromIso(facts.selectedIsoDate, {
+            purchase_date_bridge_first: facts.firstIsoDate,
+            purchase_date_bridge_last: facts.lastIsoDate,
+            purchase_date_bridge_basis: facts.basis,
+            purchase_date_bridge_has_multiple: facts.hasMultiplePurchaseDates
+        });
     }
     function isUsableFollowupSourceDebug(debug) {
         if (!debug || typeof debug !== "object") {
@@ -460,10 +513,12 @@ function createAssistantTransitionPolicy(deps) {
         }
         return null;
     }
-    function hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasInventoryItemFocusHint) {
+    function hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasInventoryItemFocusHint, sourceHasPurchaseDateBridgeHint = false) {
+        const vatPurchaseBridgeContinuation = sourceIntentHint === "vat_liability_confirmed_for_tax_period" && sourceHasPurchaseDateBridgeHint;
         if (sourceIntentHint !== "inventory_purchase_provenance_for_item" &&
             !hasInventoryItemFocusHint &&
-            !deps.isInventorySelectedObjectIntent(sourceIntentHint)) {
+            !deps.isInventorySelectedObjectIntent(sourceIntentHint) &&
+            !vatPurchaseBridgeContinuation) {
             return false;
         }
         const samples = [userMessage, alternateMessage]
@@ -472,8 +527,11 @@ function createAssistantTransitionPolicy(deps) {
         if (samples.length === 0) {
             return false;
         }
-        return samples.some((sample) => /(?:ндс|vat)/iu.test(sample) &&
-            /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(sample));
+        return samples.some((sample) => ((/(?:ндс|vat)/iu.test(sample) &&
+            /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(sample)) ||
+            ((vatPurchaseBridgeContinuation || sourceIntentHint === "vat_liability_confirmed_for_tax_period") &&
+                /(?:перв|последн|earliest|oldest|latest|last)/iu.test(sample) &&
+                /(?:покупк|закупк|purchase)/iu.test(sample))));
     }
     function hasInventoryRootRestatementLikeSignal(userMessage, sourceIntentHint, hasInventoryRootFrame) {
         if (!hasInventoryRootFrame) {
@@ -701,12 +759,17 @@ function createAssistantTransitionPolicy(deps) {
         const hasBusinessOverviewCarryoverSourceHint = sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
         const navigationSessionState = earlyNavigationSessionState;
         const navigationFocusObjectHint = navigationSessionState.focusObject;
+        const sourceFiltersHint = (0, assistantContinuityPolicy_1.readAddressDebugFilters)(carryoverSourceDebug);
+        const sourceHasPurchaseDateBridgeHint = Boolean(deps.toNonEmptyString(sourceFiltersHint?.purchase_date_bridge_selected));
         const hasNavigationInventoryItemFocusHint = Boolean(deps.toNonEmptyString(navigationFocusObjectHint?.label) &&
             deps.toNonEmptyString(navigationFocusObjectHint?.objectType) === "item" &&
             (sourceIntentHint === "inventory_on_hand_as_of_date" ||
+                sourceIntentHint === "vat_liability_confirmed_for_tax_period" ||
+                sourceIntentHint === "vat_payable_forecast" ||
+                sourceIntentHint === "vat_payable_confirmed_as_of_date" ||
                 sourceIntentHint === "inventory_supplier_stock_overlap_as_of_date" ||
                 deps.isInventorySelectedObjectIntent(sourceIntentHint)));
-        const inventoryPurchaseDateVatBridge = hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasNavigationInventoryItemFocusHint);
+        const inventoryPurchaseDateVatBridge = hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasNavigationInventoryItemFocusHint, sourceHasPurchaseDateBridgeHint);
         const inventoryMarginRankingFollowup = hasInventoryMarginRankingFollowupSignal(userMessage, alternateMessage, sourceIntentHint);
         let inventoryShortFollowupPrimary = (deps.isInventorySelectedObjectIntent(sourceIntentHint) || hasNavigationInventoryItemFocusHint) &&
             deps.hasShortInventoryObjectFollowupSignal(userMessage);
@@ -1092,10 +1155,16 @@ function createAssistantTransitionPolicy(deps) {
                 : findRecentInventoryPurchaseProvenanceItem(items, deps.toNonEmptyString(navigationFocusObjectLabel) ??
                     (0, assistantContinuityPolicy_1.readAddressDebugItem)(carryoverSourceDebug, deps.toNonEmptyString) ??
                     deps.toNonEmptyString(previousFilters.item)) ?? previousAddressItem;
-            const purchaseBridgeWindow = extractPurchaseDateBridgeWindow(purchaseBridgeItem, addressNavigationState);
+            const purchaseBridgeWindow = extractPurchaseDateBridgeWindow(purchaseBridgeItem, addressNavigationState, userMessage, alternateMessage);
             if (purchaseBridgeWindow) {
                 previousFilters.period_from = purchaseBridgeWindow.period_from;
                 previousFilters.period_to = purchaseBridgeWindow.period_to;
+                previousFilters.as_of_date = purchaseBridgeWindow.as_of_date;
+                previousFilters.purchase_date_bridge_selected = purchaseBridgeWindow.purchase_date_bridge_selected;
+                previousFilters.purchase_date_bridge_first = purchaseBridgeWindow.purchase_date_bridge_first;
+                previousFilters.purchase_date_bridge_last = purchaseBridgeWindow.purchase_date_bridge_last;
+                previousFilters.purchase_date_bridge_basis = purchaseBridgeWindow.purchase_date_bridge_basis;
+                previousFilters.purchase_date_bridge_has_multiple = purchaseBridgeWindow.purchase_date_bridge_has_multiple;
             }
         }
         previousFilters = (0, assistantContinuityPolicy_1.applyTemporalCarryoverFilters)(previousFilters, navigationDateScope, continuityTemporalScope, sourceIntentHint, deps.toNonEmptyString);

llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js

@@ -309,6 +309,17 @@ function detectBroadBusinessEvaluation(text) {
             family: "broad_business_evaluation"
         };
     }
+    if (/(?:что\s+(?:дальше\s+)?провер\w*|что\s+провер\w*\s+дальше|следующ\w*\s+шаг|в\s+первую\s+очередь\s+провер\w*|next\s+checks?|next\s+steps?)/iu.test(normalized)) {
+        return {
+            family: "broad_business_evaluation"
+        };
+    }
+    if (/(?:поставщик|закуп|исходящ|плат[её]ж|supplier|vendor|procurement|outgoing|payout)/iu.test(normalized) &&
+        /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(normalized)) {
+        return {
+            family: "broad_business_evaluation"
+        };
+    }
     if (hasOrganizationLevelEarningsOverviewSignal(normalized)) {
         return {
             family: "broad_business_evaluation"

llm_normalizer/backend/src/routes/autoRuns.ts

@@ -2777,106 +2777,11 @@ export function buildAutoRunsRouter(services: AppServices, openaiClient = new Op
 
   router.post("/api/autoruns/autogen/generate", async (req, res, next) => {
     try {
-      const body = toRecord(req.body);
-      if (!body) {
-        throw new ApiError("INVALID_AUTOGEN_PAYLOAD", "JSON body is required", 400);
-      }
-      const mode = parseAutoGenMode(body.mode);
-      const count = parseAutogenCount(body.count);
-      const domain = parseAutogenDomain(body.domain);
-      const persistCaseSet = toBooleanSafe(body.persist_to_eval_cases) ?? true;
-      const generatedBy = parseAnnotationAuthor(body.generated_by);
-      const context = toRecord(body.context);
-      const llmConfig = parseAutogenLlmRuntimeConfig(body, context);
-      const personalityPrompt = toStringSafe(context?.autogen_personality_prompt);
-
-      if (mode === "saved_user_sessions") {
-        throw new ApiError(
-          "AUTOGEN_MODE_NOT_SUPPORTED",
-          "Use `/api/autoruns/autogen/save-assistant-session` to save user sessions.",
-          400
-        );
-      }
-
-      let questions: string[] = [];
-      if (mode === "qwen_seed") {
-        if (!llmConfig) {
-          throw new ApiError(
-            "AUTOGEN_LLM_CONFIG_REQUIRED",
-            "Для режима qwen_seed нужен активный LLM-контур (provider/model/baseUrl) из настроек подключения.",
-            400
-          );
-        }
-        questions = await generateQwenSeedQuestionsLive({
-          count,
-          domain,
-          personalityPrompt,
-          llmConfig,
-          client: openaiClient
-        });
-      } else {
-        questions = generateCodexCreativeQuestions(count, domain);
-      }
-      questions = Array.from(new Set(questions.map((item) => sanitizeGeneratedQuestion(item)).filter((item) => item.length > 0))).slice(
-        0,
-        count
+      throw new ApiError(
+        "AUTOGEN_QUESTION_GENERATION_DISABLED",
+        "Автогенерация вопросов отключена: используйте сохранение живых пользовательских сессий.",
+        410
       );
-      const generationId = generateAutogenId();
-
-      let savedCaseSetFile: string | null = null;
-      if (persistCaseSet) {
-        if (!fs.existsSync(EVAL_CASES_DIR)) {
-          fs.mkdirSync(EVAL_CASES_DIR, { recursive: true });
-        }
-        const fileName = buildAutogenCaseSetFileName(mode, generationId);
-        const filePath = path.resolve(EVAL_CASES_DIR, fileName);
-        const payload = buildAutogenCaseSetPayload({
-          generationId,
-          mode,
-          domain,
-          questions
-        });
-        fs.writeFileSync(filePath, JSON.stringify(payload, null, 2), "utf-8");
-        savedCaseSetFile = fileName;
-      }
-
-      const record: AutoGenHistoryRecord = {
-        generation_id: generationId,
-        created_at: new Date().toISOString(),
-        mode,
-        title: null,
-        count: questions.length,
-        domain,
-        questions,
-        generated_by: generatedBy,
-        saved_case_set_file: savedCaseSetFile,
-        context: context
-          ? {
-              llm_provider: toStringSafe(context.llm_provider),
-              model: toStringSafe(context.model),
-              assistant_prompt_version: toStringSafe(context.assistant_prompt_version),
-              decomposition_prompt_version: toStringSafe(context.decomposition_prompt_version),
-              prompt_fingerprint: toStringSafe(context.prompt_fingerprint)
-                ? repairAutogenMojibake(String(context.prompt_fingerprint))
-                : null,
-              autogen_personality_id: toStringSafe(context.autogen_personality_id),
-              autogen_personality_prompt: toStringSafe(context.autogen_personality_prompt)
-                ? repairAutogenMojibake(String(context.autogen_personality_prompt))
-                : null,
-              source_session_id: null,
-              saved_session_file: null,
-              saved_case_set_kind: "single_turn_list"
-            }
-          : null
-      };
-      const history = readAutoGenHistory();
-      history.unshift(record);
-      writeAutoGenHistory(history.slice(0, 500));
-
-      ok(res, {
-        ok: true,
-        generation: record
-      });
     } catch (error) {
       next(error);
     }

llm_normalizer/backend/src/services/addressIntentResolver.ts

@@ -2558,6 +2558,17 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
     );
   }
 
+  if (
+    /(?:поставщик|закуп|исходящ|плат[её]ж|supplier|vendor|procurement|outgoing|payout)/iu.test(normalized) &&
+    /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(normalized)
+  ) {
+    return unicodeBridgeResolution(
+      "unknown",
+      "high",
+      "unicode_business_overview_supplier_quality_deferred_to_discovery"
+    );
+  }
+
   if (hasDocumentCue && (hasCounterpartyCue || hasLooseCounterpartyByAnchor) && !hasContractCue) {
     return unicodeBridgeResolution(
       "list_documents_by_counterparty",

llm_normalizer/backend/src/services/addressQueryService.ts

@@ -99,6 +99,7 @@ interface AddressTryHandleOptions {
   llmSemanticHints?: AddressLlmSemanticHints | null;
   activeOrganization?: string | null;
   knownOrganizations?: string[];
+  rawUserMessage?: string | null;
 }
 
 interface AddressCapabilityAudit {
@@ -355,6 +356,23 @@ function deriveTaxQuarterWindowForDate(value: unknown): { period_from: string; p
   };
 }
 
+function isFullCalendarMonthWindow(periodFrom: unknown, periodTo: unknown): boolean {
+  const fromIso = normalizeIsoDateForQuery(periodFrom);
+  const toIso = normalizeIsoDateForQuery(periodTo);
+  if (!fromIso || !toIso) {
+    return false;
+  }
+  const fromMatch = fromIso.match(/^(\d{4})-(\d{2})-(\d{2})$/);
+  const toMatch = toIso.match(/^(\d{4})-(\d{2})-(\d{2})$/);
+  if (!fromMatch || !toMatch || fromMatch[1] !== toMatch[1] || fromMatch[2] !== toMatch[2] || fromMatch[3] !== "01") {
+    return false;
+  }
+  const year = Number(fromMatch[1]);
+  const month = Number(fromMatch[2]);
+  const lastDay = new Date(Date.UTC(year, month, 0)).getUTCDate();
+  return toMatch[3] === String(lastDay).padStart(2, "0");
+}
+
 function deriveMonthWindowForDate(value: unknown): { period_from: string; period_to: string } | null {
   const isoDate = normalizeIsoDateForQuery(value);
   if (!isoDate) {
@@ -3716,9 +3734,21 @@ export class AddressQueryService {
         })
       });
     }
+    const vatTaxPeriodFromCarriedMonth =
+      intent.intent === "vat_liability_confirmed_for_tax_period" &&
+      (filters.warnings.includes("period_from_from_followup_context") ||
+        filters.warnings.includes("period_to_from_followup_context")) &&
+      isFullCalendarMonthWindow(filters.extracted_filters.period_from, filters.extracted_filters.period_to);
+    const vatTaxPeriodFromPurchaseBridgeMonth =
+      intent.intent === "vat_liability_confirmed_for_tax_period" &&
+      (filters.warnings.includes("period_from_purchase_date_bridge_followup_context") ||
+        filters.warnings.includes("period_to_purchase_date_bridge_followup_context")) &&
+      isFullCalendarMonthWindow(filters.extracted_filters.period_from, filters.extracted_filters.period_to);
     if (
       intent.intent === "vat_liability_confirmed_for_tax_period" &&
-      filters.warnings.includes("period_derived_from_month_phrase")
+      (filters.warnings.includes("period_derived_from_month_phrase") ||
+        vatTaxPeriodFromCarriedMonth ||
+        vatTaxPeriodFromPurchaseBridgeMonth)
     ) {
       const taxQuarterWindow = deriveTaxQuarterWindowForDate(filters.extracted_filters.period_to);
       if (taxQuarterWindow) {
@@ -3914,6 +3944,10 @@ export class AddressQueryService {
         shadowRouteAudit
       });
     }
+    const rawUserMessageForReply =
+      typeof options.rawUserMessage === "string" && options.rawUserMessage.trim().length > 0
+        ? options.rawUserMessage
+        : undefined;
     const composeOptionsFromFilters = (
       filterSet: AddressFilterSet,
       options: {
@@ -3922,9 +3956,14 @@ export class AddressQueryService {
         useRubCurrency?: boolean;
         counterpartyHint?: string;
         accountHint?: string;
+        rawUserMessage?: string | null;
       } = {}
     ) => ({
       userMessage,
+      rawUserMessage:
+        typeof options.rawUserMessage === "string" && options.rawUserMessage.trim().length > 0
+          ? options.rawUserMessage
+          : rawUserMessageForReply,
       itemHint: typeof filterSet.item === "string" ? filterSet.item : undefined,
       counterpartyHint:
         typeof options.counterpartyHint === "string"
@@ -3944,6 +3983,18 @@ export class AddressQueryService {
       asOfDate: typeof filterSet.as_of_date === "string" ? filterSet.as_of_date : undefined,
       requestedResultMode,
       vatDirectSourceProbe: options.vatDirectSourceProbe ?? undefined,
+      purchaseDateBridge:
+        typeof filterSet.purchase_date_bridge_selected === "string" ||
+        typeof filterSet.purchase_date_bridge_first === "string" ||
+        typeof filterSet.purchase_date_bridge_last === "string"
+          ? {
+              selectedPurchaseDate: filterSet.purchase_date_bridge_selected,
+              firstPurchaseDate: filterSet.purchase_date_bridge_first,
+              lastPurchaseDate: filterSet.purchase_date_bridge_last,
+              basis: filterSet.purchase_date_bridge_basis,
+              hasMultiplePurchaseDates: filterSet.purchase_date_bridge_has_multiple === true
+            }
+          : undefined,
       emphasizeNumbers: options.emphasizeNumbers ?? undefined,
       useRubCurrency: options.useRubCurrency ?? undefined
     });

llm_normalizer/backend/src/services/addressRecipeCatalog.ts

@@ -1520,6 +1520,91 @@ function buildInventoryMovementQuery(
     .replaceAll("__ORDER_DIRECTION__", resolveOrderDirection(filters.sort));
 }
 
+function buildStaticWhereClause(conditions: Array<string | null | undefined>, indent = "    "): string {
+  const cleaned = conditions.map((condition) => String(condition ?? "").trim()).filter((condition) => condition.length > 0);
+  return cleaned.length > 0 ? `ГДЕ\n${indent}${cleaned.join(`\n${indent}И `)}` : "";
+}
+
+function resolveInventoryAgingAsOfExpr(filters: AddressFilterSet): string {
+  const now = new Date();
+  return (
+    (typeof filters.as_of_date === "string" && filters.as_of_date.trim().length > 0
+      ? toDateTimeExpr(filters.as_of_date, true)
+      : null) ??
+    (typeof filters.period_to === "string" && filters.period_to.trim().length > 0
+      ? toDateTimeExpr(filters.period_to, true)
+      : null) ??
+    (typeof filters.period_from === "string" && filters.period_from.trim().length > 0
+      ? toDateTimeExpr(filters.period_from, true)
+      : null) ??
+    `ДАТАВРЕМЯ(${now.getFullYear()}, ${now.getMonth() + 1}, ${now.getDate()}, 23, 59, 59)`
+  );
+}
+
+function buildInventoryAgingByPurchaseDateQuery(filters: AddressFilterSet, resolvedLimit: number): string {
+  const asOfExpr = resolveInventoryAgingAsOfExpr(filters);
+  const inventoryAccountPredicate = buildAccountPrefixPredicate("Остатки.Счет", ["41.01"]);
+  const onHandScopeConditions = [
+    "Остатки.КоличествоРазвернутыйОстатокДт > 0",
+    inventoryAccountPredicate,
+    buildOrganizationReferenceCondition(filters, ["Остатки.Организация"]),
+    buildWarehouseReferenceCondition(filters, ["Остатки.Субконто3"]),
+    buildInventoryItemReferenceCondition(filters, ["Остатки.Субконто1"])
+  ];
+  const onHandWhereClause = buildStaticWhereClause(onHandScopeConditions);
+  const currentStockItemSubquery = [
+    "(ВЫБРАТЬ РАЗЛИЧНЫЕ",
+    "        Остатки.Субконто1",
+    "    ИЗ",
+    `        РегистрБухгалтерии.Хозрасчетный.Остатки(${asOfExpr}, , , ) КАК Остатки`,
+    buildStaticWhereClause(onHandScopeConditions, "        "),
+    ")"
+  ].join("\n");
+  const purchaseWhereClause = buildStaticWhereClause([
+    "Товары.Ссылка.Проведен = ИСТИНА",
+    `Товары.Ссылка.Дата <= ${asOfExpr}`,
+    buildOrganizationReferenceCondition(filters, ["Товары.Ссылка.Организация"]),
+    buildInventoryItemReferenceCondition(filters, ["Товары.Номенклатура"]),
+    `Товары.Номенклатура В ${currentStockItemSubquery}`
+  ]);
+
+  return `
+ВЫБРАТЬ ПЕРВЫЕ ${resolvedLimit}
+    ${asOfExpr} КАК Период,
+    "Остатки на дату" КАК Регистратор,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Счет) КАК СчетДт,
+    "" КАК СчетКт,
+    Остатки.СуммаРазвернутыйОстатокДт КАК Сумма,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Субконто1) КАК Номенклатура,
+    "" КАК Контрагент,
+    "" КАК Договор,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Организация) КАК Организация,
+    ПРЕДСТАВЛЕНИЕ(Остатки.Субконто3) КАК Склад,
+    Остатки.КоличествоРазвернутыйОстатокДт КАК Количество
+ИЗ
+    РегистрБухгалтерии.Хозрасчетный.Остатки(${asOfExpr}, , , ) КАК Остатки
+${onHandWhereClause}
+ОБЪЕДИНИТЬ ВСЕ
+ВЫБРАТЬ ПЕРВЫЕ ${resolvedLimit}
+    Товары.Ссылка.Дата КАК Период,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка) КАК Регистратор,
+    "41.01" КАК СчетДт,
+    "" КАК СчетКт,
+    Товары.Сумма КАК Сумма,
+    ПРЕДСТАВЛЕНИЕ(Товары.Номенклатура) КАК Номенклатура,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.Контрагент) КАК Контрагент,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.ДоговорКонтрагента) КАК Договор,
+    ПРЕДСТАВЛЕНИЕ(Товары.Ссылка.Организация) КАК Организация,
+    "" КАК Склад,
+    Товары.Количество КАК Количество
+ИЗ
+    Документ.ПоступлениеТоваровУслуг.Товары КАК Товары
+${purchaseWhereClause}
+УПОРЯДОЧИТЬ ПО
+    Период ВОЗР
+`.trim();
+}
+
 function buildWarehouseReferenceCondition(filters: AddressFilterSet, fieldPaths: string[]): string | null {
   const warehouse = typeof filters.warehouse === "string" ? filters.warehouse.trim() : "";
   if (!warehouse) {
@@ -2199,7 +2284,7 @@ export function buildAddressRecipePlan(
       : recipe.query_template === "inventory_purchase_to_sale_chain_profile"
         ? buildInventoryPurchaseToSaleDocumentQuery(filters, resolvedLimit)
       : recipe.query_template === "inventory_aging_by_purchase_date_profile"
-        ? buildInventoryMovementQuery(filters, resolvedLimit, "dt")
+        ? buildInventoryAgingByPurchaseDateQuery(filters, resolvedLimit)
       : recipe.query_template === "inventory_quality_events_profile"
         ? buildInventoryQualityEventsQuery(filters, resolvedLimit)
       : recipe.query_template === "contracts_by_counterparty_profile"

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

@@ -743,12 +743,42 @@ function needsVatPurchaseDateAnchorDisclosure(userMessage: string | null | undef
   );
 }
 
-function buildVatPurchaseDateAnchorDisclosureLine(
+function vatPurchaseDateBasisLabel(basis: string | null | undefined, hasMultiplePurchaseDates: boolean): string {
+  if (!hasMultiplePurchaseDates) {
+    return "подтвержденную дату закупки";
+  }
+  if (basis === "last_confirmed_purchase") {
+    return "последнюю подтвержденную дату закупки";
+  }
+  return "первую подтвержденную дату закупки";
+}
+
+function buildVatPurchaseDateAnchorDisclosureLines(
   options: ComposeFactualReplyOptions,
   periodWindowLabel: string | null
-): string | null {
-  if (!periodWindowLabel || !needsVatPurchaseDateAnchorDisclosure(options.userMessage)) {
-    return null;
+): string[] {
+  const bridge = options.purchaseDateBridge ?? null;
+  const selectedPurchaseDate = normalizeIsoDateOnly(bridge?.selectedPurchaseDate);
+  const firstPurchaseDate = normalizeIsoDateOnly(bridge?.firstPurchaseDate);
+  const lastPurchaseDate = normalizeIsoDateOnly(bridge?.lastPurchaseDate);
+  const hasMultiplePurchaseDates = Boolean(
+    bridge?.hasMultiplePurchaseDates || (firstPurchaseDate && lastPurchaseDate && firstPurchaseDate !== lastPurchaseDate)
+  );
+  if (!periodWindowLabel || (!selectedPurchaseDate && !needsVatPurchaseDateAnchorDisclosure(options.userMessage))) {
+    return [];
+  }
+
+  if (selectedPurchaseDate) {
+    const basisLabel = vatPurchaseDateBasisLabel(bridge?.basis, hasMultiplePurchaseDates);
+    const lines = [
+      `- Якорь периода: для расчета я использую ${basisLabel} ${formatDateRu(selectedPurchaseDate)}; налоговый период ${periodWindowLabel}; сам расчет ниже взят из книг продаж/покупок за это окно.`
+    ];
+    if (hasMultiplePurchaseDates && firstPurchaseDate && lastPurchaseDate) {
+      lines.push(
+        `- Важно: у позиции несколько подтвержденных дат закупки (${formatDateRu(firstPurchaseDate)}..${formatDateRu(lastPurchaseDate)}); это расчет по выбранному якорю, а не единственная возможная дата.`
+      );
+    }
+    return lines;
   }
 
   const asOfDate = normalizeIsoDateOnly(options.asOfDate);
@@ -765,10 +795,14 @@ function buildVatPurchaseDateAnchorDisclosureLine(
     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 ${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.`;
+  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 {
@@ -1292,14 +1326,85 @@ function hasInventoryAccountPrefix(value: string | null | undefined, prefix: str
   return normalized === prefix || normalized.startsWith(`${prefix}.`) || normalized.startsWith(prefix);
 }
 
+function isInventoryOnHandSnapshotRow(row: ComposeStageRow): boolean {
+  const registrator = String(row.registrator ?? "").trim().toLowerCase();
+  return /(?:остатки\s+на\s+дату|stock\s*on\s*hand|balance\s+as\s+of)/iu.test(registrator);
+}
+
 function isInventoryPurchaseMovement(row: ComposeStageRow): boolean {
-  return hasInventoryAccountPrefix(row.account_dt, "41.01");
+  return hasInventoryAccountPrefix(row.account_dt, "41.01") && !isInventoryOnHandSnapshotRow(row);
 }
 
 function isInventorySaleMovement(row: ComposeStageRow): boolean {
   return hasInventoryAccountPrefix(row.account_kt, "41.01");
 }
 
+interface InventoryOnHandAgingScope {
+  itemKeys: Set<string>;
+  itemOrgKeys: Set<string>;
+  fullKeys: Set<string>;
+  orgKeys: Set<string>;
+}
+
+function inventoryAgingKeyPart(value: string | null | undefined): string {
+  return normalizeEntityToken(value) ?? "";
+}
+
+function buildInventoryOnHandAgingScope(rows: ComposeStageRow[]): InventoryOnHandAgingScope {
+  const scope: InventoryOnHandAgingScope = {
+    itemKeys: new Set(),
+    itemOrgKeys: new Set(),
+    fullKeys: new Set(),
+    orgKeys: new Set()
+  };
+  for (const row of rows) {
+    if (!isInventoryOnHandSnapshotRow(row)) {
+      continue;
+    }
+    const quantity = extractInventoryQuantity(row);
+    if (quantity === null || quantity <= 0) {
+      continue;
+    }
+    const itemKey = inventoryAgingKeyPart(extractInventoryItemName(row));
+    if (!itemKey) {
+      continue;
+    }
+    const organizationKey = inventoryAgingKeyPart(extractInventoryOrganizationName(row));
+    const warehouseKey = inventoryAgingKeyPart(extractInventoryWarehouseName(row));
+    scope.itemKeys.add(itemKey);
+    if (organizationKey) {
+      scope.orgKeys.add(organizationKey);
+      scope.itemOrgKeys.add(`${itemKey}|${organizationKey}`);
+    }
+    if (organizationKey || warehouseKey) {
+      scope.fullKeys.add(`${itemKey}|${warehouseKey}|${organizationKey}`);
+    }
+  }
+  return scope;
+}
+
+function inventoryPurchaseMatchesOnHandAgingScope(row: ComposeStageRow, scope: InventoryOnHandAgingScope): boolean {
+  if (scope.itemKeys.size === 0) {
+    return true;
+  }
+  const itemKey = inventoryAgingKeyPart(extractInventoryItemName(row));
+  if (!itemKey || !scope.itemKeys.has(itemKey)) {
+    return false;
+  }
+  const organizationKey = inventoryAgingKeyPart(extractInventoryOrganizationName(row));
+  const warehouseKey = inventoryAgingKeyPart(extractInventoryWarehouseName(row));
+  if (scope.fullKeys.has(`${itemKey}|${warehouseKey}|${organizationKey}`)) {
+    return true;
+  }
+  if (organizationKey && scope.itemOrgKeys.has(`${itemKey}|${organizationKey}`)) {
+    return true;
+  }
+  if (organizationKey && scope.orgKeys.size > 0) {
+    return false;
+  }
+  return true;
+}
+
 function looksLikeInventoryTraceDocumentToken(value: string): boolean {
   const normalized = String(value ?? "").trim();
   if (!normalized) {
@@ -1526,8 +1631,12 @@ function buildInventoryAgingByItemAggregate(
     }
   >();
   const asOfTimestamp = toUtcDayTimestamp(asOfDate);
+  const onHandScope = buildInventoryOnHandAgingScope(rows);
 
   for (const row of rows) {
+    if (!isInventoryPurchaseMovement(row) || !inventoryPurchaseMatchesOnHandAgingScope(row, onHandScope)) {
+      continue;
+    }
     const item = extractInventoryItemName(row);
     if (!item) {
       continue;
@@ -1613,19 +1722,11 @@ function formatInventoryAgingRows(items: InventoryAgingByItemAggregate[], asOfDa
     const parts = [
       `${index + 1}. ${item.item}`,
       `первая закупка: ${inventoryTraceDateLabel(item.firstPurchasePeriod)}`,
-      `последняя закупка: ${inventoryTraceDateLabel(item.lastPurchasePeriod)}`,
-      `документов: ${formatNumberWithDots(item.documentCount)}`,
-      `операций: ${formatNumberWithDots(item.operations)}`
+      `последняя закупка: ${inventoryTraceDateLabel(item.lastPurchasePeriod)}`
     ];
     if (item.ageDays !== null) {
       parts.push(`возраст следа на ${formatDateRu(asOfDate)}: ${formatNumberWithDots(item.ageDays)} дн.`);
     }
-    if (item.warehouse) {
-      parts.push(`склад: ${item.warehouse}`);
-    }
-    if (item.organization) {
-      parts.push(`организация: ${item.organization}`);
-    }
     if (item.counterparties.length > 0) {
       parts.push(`поставщики: ${item.counterparties.slice(0, 3).join("; ")}`);
     }
@@ -3934,16 +4035,30 @@ 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 purchaseDateAnchorLines = buildVatPurchaseDateAnchorDisclosureLines(options, periodWindowLabel);
+    const selectedPurchaseDate = normalizeIsoDateOnly(options.purchaseDateBridge?.selectedPurchaseDate);
+    const hasMultiplePurchaseDates = Boolean(
+      options.purchaseDateBridge?.hasMultiplePurchaseDates ||
+        (normalizeIsoDateOnly(options.purchaseDateBridge?.firstPurchaseDate) &&
+          normalizeIsoDateOnly(options.purchaseDateBridge?.lastPurchaseDate) &&
+          normalizeIsoDateOnly(options.purchaseDateBridge?.firstPurchaseDate) !==
+            normalizeIsoDateOnly(options.purchaseDateBridge?.lastPurchaseDate))
+    );
+    const purchaseBasisLabel = vatPurchaseDateBasisLabel(options.purchaseDateBridge?.basis, hasMultiplePurchaseDates);
+    const directVatLine = selectedPurchaseDate
+      ? hasMultiplePurchaseDates
+        ? `Коротко: если брать ${purchaseBasisLabel} ${formatDateRu(selectedPurchaseDate)}, подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`
+        : `Коротко: по дате покупки ${formatDateRu(selectedPurchaseDate)} подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`
+      : `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`;
 
     const lines = [
-      `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`,
+      directVatLine,
       "Расчет сделан по книгам продаж и покупок.",
       "",
       "Что вошло в расчет:",
       ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
       `- Налоговый период расчета: ${periodWindowLabel ?? "не задан (нужен явный период)"}.`,
-      ...(purchaseDateAnchorLine ? [purchaseDateAnchorLine] : []),
+      ...purchaseDateAnchorLines,
       `- 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/address_runtime/counterpartyAnalyticsReplyBuilders.ts

@@ -548,7 +548,11 @@ export function composeCounterpartyAnalyticsReply(
     const focus = deps.detectValueRankingFocus(options.userMessage);
     const limit = deps.detectRankingLimit(options.userMessage, 20);
     const minOpsForAvgCheck = deps.detectMinOpsForAvgCheck(options.userMessage);
-    const normalizedQuestion = deps.normalizeQuestionText(options.userMessage);
+    const questionSignalText = [options.rawUserMessage, options.userMessage]
+      .map((value) => String(value ?? "").trim())
+      .filter(Boolean)
+      .join(" ");
+    const normalizedQuestion = deps.normalizeQuestionText(questionSignalText || options.userMessage);
     const asksSingleBestCounterparty =
       focus === "top_by_total" &&
       /(?:какой|кто|which|who|какой|кто)/iu.test(normalizedQuestion) &&
@@ -572,6 +576,10 @@ export function composeCounterpartyAnalyticsReply(
     const effectiveLimit = asksSingleBestCounterparty || semanticSingleBestCounterparty ? 1 : limit;
     const cashflowBoundaryLine = buildCashflowBoundaryLine(isSupplier);
     const cashflowNextStepLine = buildCashflowNextStepLine(isSupplier, normalizedQuestion);
+    const dependencyCue =
+      /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(
+        normalizedQuestion
+      );
 
     const byCounterparty = new Map<string, CounterpartyValuePoint>();
     const byYear = new Map<number, CounterpartyYearPoint>();
@@ -864,13 +872,24 @@ export function composeCounterpartyAnalyticsReply(
           ? `В выбранном срезе найден один поставщик: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
           : `В выбранном срезе найден один клиент: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям). Это не полноценный сравнительный рейтинг.`
         : isSupplier
-          ? `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
-          : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
+          ? dependencyCue
+            ? `Главный сигнал зависимости по исходящим платежам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+            : `Крупнейший поставщик по подтвержденным выплатам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+          : dependencyCue
+            ? `Главный сигнал зависимости по входящим деньгам ${rankingPeriodLabel}: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`
+            : `Самый доходный клиент ${rankingPeriodLabel} по подтвержденным поступлениям: ${leadingCounterparty.name} (${deps.formatMoneyRub(leadingCounterparty.total)} по ${leadingCounterparty.ops} операциям).`;
       lines.unshift(directAnswerLine);
+      if (dependencyCue) {
+        lines.splice(
+          1,
+          0,
+          "Это сигнал концентрации по найденным денежным строкам 1С, а не подтверждение договорной зависимости, надежности контрагента или чистой прибыли."
+        );
+      }
       if (!isSupplier) {
-        lines.splice(1, 0, cashflowBoundaryLine);
+        lines.splice(dependencyCue ? 2 : 1, 0, cashflowBoundaryLine);
         if (cashflowNextStepLine) {
-          lines.splice(2, 0, cashflowNextStepLine);
+          lines.splice(dependencyCue ? 3 : 2, 0, cashflowNextStepLine);
         }
       }
     }

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

@@ -574,6 +574,24 @@ function hasRelativeYearHint(text: string): boolean {
   );
 }
 
+function resolveMonthPeriodFromIsoDate(isoDate: string | null | undefined): { period_from: string; period_to: string; as_of_date: string } | null {
+  const match = String(isoDate ?? "").match(/^(\d{4})-(\d{2})-(\d{2})$/);
+  if (!match) {
+    return null;
+  }
+  const year = Number(match[1]);
+  const month = Number(match[2]);
+  if (!Number.isFinite(year) || !Number.isFinite(month) || month < 1 || month > 12) {
+    return null;
+  }
+  const lastDay = new Date(Date.UTC(year, month, 0)).getUTCDate();
+  return {
+    period_from: `${match[1]}-${match[2]}-01`,
+    period_to: `${match[1]}-${match[2]}-${String(lastDay).padStart(2, "0")}`,
+    as_of_date: `${match[1]}-${match[2]}-${String(lastDay).padStart(2, "0")}`
+  };
+}
+
 function resolveRelativeMonthPeriodFromInventoryRoot(
   userMessage: string,
   followupContext: AddressFollowupContext | null
@@ -801,6 +819,36 @@ export function hasInventoryPurchaseDateVatBridgeCue(text: string): boolean {
   );
 }
 
+function hasInventoryPurchaseDateVatBridgeContinuationCue(text: string): boolean {
+  const normalized = textWithRepairedVariant(String(text ?? ""))
+    .trim()
+    .toLowerCase()
+    .replace(/ё/g, "е");
+  if (!normalized) {
+    return false;
+  }
+  const mentionsPurchase = /(?:покупк|закупк|purchase)/iu.test(normalized);
+  const mentionsFirstOrLast = /(?:перв|последн|earliest|oldest|latest|last)/iu.test(normalized);
+  return mentionsPurchase && mentionsFirstOrLast;
+}
+
+function purchaseDateBridgeBasisFromMessage(userMessage: string): string | null {
+  const normalized = textWithRepairedVariant(String(userMessage ?? ""))
+    .trim()
+    .toLowerCase()
+    .replace(/ё/g, "е");
+  if (!normalized) {
+    return null;
+  }
+  if (/(?:последн|latest|last)/iu.test(normalized) && /(?:покупк|закупк|purchase)/iu.test(normalized)) {
+    return "last_confirmed_purchase";
+  }
+  if (/(?:перв|earliest|oldest)/iu.test(normalized) && /(?:покупк|закупк|purchase)/iu.test(normalized)) {
+    return "first_confirmed_purchase";
+  }
+  return null;
+}
+
 export function hasInventoryMarginRankingFollowupCue(text: string): boolean {
   const normalized = textWithRepairedVariant(String(text ?? ""))
     .toLowerCase()
@@ -968,6 +1016,34 @@ function mergeFollowupFilters(
 ): { filters: AddressFilterSet; reasons: string[] } {
   const merged: AddressFilterSet = { ...current };
   const reasons: string[] = [];
+  const clearInventoryAgingOrganizationAliasItem = (organizationHint: string | null): void => {
+    if (intent !== "inventory_aging_by_purchase_date") {
+      return;
+    }
+    const explicitItemMention = /(?:^|[\s,.;:!?()\-\u2014])(?:товар(?:у|а|ом)?|позици(?:и|я|ю)|item|row|line)(?=$|[\s,.;:!?()\-\u2014])/iu.test(
+      String(userMessage ?? "")
+    );
+    const agingItem = toNonEmptyString(merged.item);
+    const agingOrganization = toNonEmptyString(merged.organization) ?? organizationHint;
+    const normalizedAgingItem = normalizeOrganizationScopeSearchText(agingItem ?? "");
+    const normalizedAgingOrganization = normalizeOrganizationScopeSearchText(agingOrganization ?? "");
+    const itemLooksLikeOrganizationScope = Boolean(
+      agingItem &&
+        agingOrganization &&
+        (organizationsLikelySameEntity(agingItem, agingOrganization) ||
+          (normalizedAgingItem &&
+            normalizedAgingOrganization &&
+            (normalizedAgingOrganization.includes(normalizedAgingItem) ||
+              normalizedAgingItem.includes(normalizedAgingOrganization))))
+    );
+    if (agingItem && itemLooksLikeOrganizationScope) {
+      delete merged.item;
+      reasons.push("item_cleared_as_organization_scope_alias_for_stock_aging");
+    } else if (agingItem && !explicitItemMention) {
+      delete merged.item;
+      reasons.push("item_cleared_for_stock_slice_aging");
+    }
+  };
   if (!followupContext) {
     if (
       (intent === "list_open_contracts" ||
@@ -987,6 +1063,7 @@ function mergeFollowupFilters(
         );
       }
     }
+    clearInventoryAgingOrganizationAliasItem(null);
     return { filters: merged, reasons };
   }
 
@@ -1001,6 +1078,13 @@ function mergeFollowupFilters(
   const previousAsOfDate = toNonEmptyString(previous.as_of_date);
   const previousPeriodFrom = toNonEmptyString(previous.period_from);
   const previousPeriodTo = toNonEmptyString(previous.period_to);
+  const previousPurchaseDateBridgeSelected = toNonEmptyString(previous.purchase_date_bridge_selected);
+  const previousPurchaseDateBridgeFirst = toNonEmptyString(previous.purchase_date_bridge_first);
+  const previousPurchaseDateBridgeLast = toNonEmptyString(previous.purchase_date_bridge_last);
+  const previousPurchaseDateBridgeBasis = toNonEmptyString(previous.purchase_date_bridge_basis);
+  const previousPurchaseDateBridgeHasMultiple =
+    previous.purchase_date_bridge_has_multiple === true ||
+    String(previous.purchase_date_bridge_has_multiple ?? "").trim().toLowerCase() === "true";
   const relativeMonthFromInventoryRoot = resolveRelativeMonthPeriodFromInventoryRoot(userMessage, followupContext);
   const relativeMonthFromFollowupYear = resolveRelativeMonthPeriodFromFollowupYear(userMessage, followupContext);
   const allTimeRequested = hasAllTimeHint(userMessage);
@@ -1020,6 +1104,57 @@ function mergeFollowupFilters(
     reasons.push("organization_from_followup_context");
   }
 
+  if (intent === "vat_liability_confirmed_for_tax_period" && previousPurchaseDateBridgeSelected) {
+    const requestedBridgeBasis = purchaseDateBridgeBasisFromMessage(userMessage);
+    const shouldCarryPurchaseDateBridge =
+      !currentHasExplicitTemporalScope &&
+      (Boolean(requestedBridgeBasis) ||
+        hasInventoryPurchaseDateVatBridgeCue(userMessage) ||
+        hasInventoryPurchaseDateVatBridgeContinuationCue(userMessage));
+    if (!shouldCarryPurchaseDateBridge) {
+      delete merged.purchase_date_bridge_selected;
+      delete merged.purchase_date_bridge_first;
+      delete merged.purchase_date_bridge_last;
+      delete merged.purchase_date_bridge_basis;
+      delete merged.purchase_date_bridge_has_multiple;
+      reasons.push(
+        currentHasExplicitTemporalScope
+          ? "purchase_date_bridge_suppressed_by_explicit_temporal_scope"
+          : "purchase_date_bridge_not_reused_without_bridge_cue"
+      );
+    } else {
+      const selectedBridgeDate =
+        requestedBridgeBasis === "last_confirmed_purchase"
+          ? previousPurchaseDateBridgeLast ?? previousPurchaseDateBridgeSelected
+          : requestedBridgeBasis === "first_confirmed_purchase"
+            ? previousPurchaseDateBridgeFirst ?? previousPurchaseDateBridgeSelected
+            : previousPurchaseDateBridgeSelected;
+      merged.purchase_date_bridge_selected = selectedBridgeDate;
+      const selectedBridgeWindow = resolveMonthPeriodFromIsoDate(selectedBridgeDate);
+      if (selectedBridgeWindow) {
+        merged.period_from = selectedBridgeWindow.period_from;
+        merged.period_to = selectedBridgeWindow.period_to;
+        merged.as_of_date = selectedBridgeWindow.as_of_date;
+        reasons.push("period_from_purchase_date_bridge_followup_context");
+        reasons.push("period_to_purchase_date_bridge_followup_context");
+      }
+      if (previousPurchaseDateBridgeFirst) {
+        merged.purchase_date_bridge_first = previousPurchaseDateBridgeFirst;
+      }
+      if (previousPurchaseDateBridgeLast) {
+        merged.purchase_date_bridge_last = previousPurchaseDateBridgeLast;
+      }
+      const effectiveBridgeBasis = requestedBridgeBasis ?? previousPurchaseDateBridgeBasis;
+      if (effectiveBridgeBasis) {
+        merged.purchase_date_bridge_basis = effectiveBridgeBasis;
+      }
+      if (previousPurchaseDateBridgeHasMultiple) {
+        merged.purchase_date_bridge_has_multiple = true;
+      }
+      reasons.push("purchase_date_bridge_from_followup_context");
+    }
+  }
+
   if (
     intent === "inventory_on_hand_as_of_date" &&
     followupContext.previous_intent === "inventory_on_hand_as_of_date" &&
@@ -1386,13 +1521,7 @@ function mergeFollowupFilters(
       reasons.push("period_derived_from_inventory_root_frame_year");
     }
     if (intent === "inventory_aging_by_purchase_date") {
-      const explicitItemMention = /(?:^|[\s,.;:!?()\-\u2014])(?:товар(?:у|а|ом)?|позици(?:и|я|ю)|item|row|line)(?=$|[\s,.;:!?()\-\u2014])/iu.test(
-        String(userMessage ?? "")
-      );
-      if (toNonEmptyString(merged.item) && !explicitItemMention) {
-        delete merged.item;
-        reasons.push("item_cleared_for_stock_slice_aging");
-      }
+      clearInventoryAgingOrganizationAliasItem(previousOrganization);
     }
     if (
       !sameDateRequested &&
@@ -1646,7 +1775,13 @@ function deriveIntentWithFollowupContext(
   }
 
   const normalizedMessage = String(userMessage ?? "");
-  const hasFollowupSignal = hasAddressFollowupContextSignal(normalizedMessage);
+  const genericFollowupSignal = hasAddressFollowupContextSignal(normalizedMessage);
+  const previousFilters = followupContext.previous_filters ?? {};
+  const purchaseBridgeContinuationSignal =
+    followupContext.previous_intent === "vat_liability_confirmed_for_tax_period" &&
+    Boolean(toNonEmptyString(previousFilters.purchase_date_bridge_selected)) &&
+    hasInventoryPurchaseDateVatBridgeContinuationCue(normalizedMessage);
+  const hasFollowupSignal = genericFollowupSignal || purchaseBridgeContinuationSignal;
   if (!hasFollowupSignal) {
     return detectedIntent;
   }
@@ -1655,7 +1790,6 @@ function deriveIntentWithFollowupContext(
   if (!sourceIntent && !fallbackIntent) {
     return detectedIntent;
   }
-  const previousFilters = followupContext.previous_filters ?? {};
   const previousPeriodFrom = toNonEmptyString(previousFilters.period_from);
   const previousPeriodTo = toNonEmptyString(previousFilters.period_to);
   const previousContract = toNonEmptyString(previousFilters.contract);
@@ -1672,6 +1806,7 @@ function deriveIntentWithFollowupContext(
     isVatFollowup &&
     hasSamePeriodHint(normalizedMessage) &&
     Boolean(previousPeriodFrom || previousPeriodTo);
+  const previousPurchaseDateBridgeSelected = toNonEmptyString(previousFilters.purchase_date_bridge_selected);
   const previousIsInventoryFamily = isInventoryIntent(sourceIntent ?? undefined);
   const rootIsInventoryFamily = isInventoryIntent(followupContext.root_intent ?? undefined);
   const inventoryLineageActive =
@@ -1700,8 +1835,13 @@ function deriveIntentWithFollowupContext(
     ) || hasSelectedObjectInlineSnapshotMetadata(normalizedMessage);
   const staleInventoryLineageCanYieldToCounterparty =
     previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
+  const vatPurchaseDateBridgeContinuation =
+    sourceIntent === "vat_liability_confirmed_for_tax_period" &&
+    Boolean(previousPurchaseDateBridgeSelected) &&
+    hasInventoryPurchaseDateVatBridgeContinuationCue(normalizedMessage);
   const inventoryPurchaseDateVatBridge =
-    inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
+    (inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage)) ||
+    vatPurchaseDateBridgeContinuation;
   const marginRankingLineageActive =
     sourceIntent === "inventory_margin_ranking_for_nomenclature" ||
     fallbackIntent === "inventory_margin_ranking_for_nomenclature" ||
@@ -1728,6 +1868,7 @@ function deriveIntentWithFollowupContext(
     inventoryPurchaseDateVatBridge &&
     (detectedIntent.intent === "unknown" ||
       detectedIntent.intent === sourceIntent ||
+      detectedIntent.intent === "account_balance_snapshot" ||
       detectedIntent.intent === "vat_payable_confirmed_as_of_date" ||
       detectedIntent.intent === "vat_payable_forecast")
   ) {

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

@@ -134,6 +134,17 @@ function inventoryPartyListOrUnknown(parties: string[]): string {
   return parties.length > 0 ? parties.slice(0, 4).join("; ") : "не выделен отдельным полем";
 }
 
+function normalizeInventoryReplyEntityToken(value: string | null | undefined): string | null {
+  const normalized = String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/ё/gu, "е")
+    .replace(/[^a-zа-я0-9]+/giu, " ")
+    .replace(/\s+/gu, " ")
+    .trim();
+  return normalized || null;
+}
+
 function sumInventoryRowAmount(rows: ComposeStageRow[]): number {
   return rows.reduce((sum, row) => sum + (typeof row.amount === "number" && Number.isFinite(row.amount) ? row.amount : 0), 0);
 }
@@ -550,30 +561,50 @@ export function composeInventoryReply(
 
   if (intent === "inventory_aging_by_purchase_date") {
     const asOfDate = deps.resolvePayablesAsOfDate(options);
-    const purchaseRows = rows.filter((row) => deps.isInventoryPurchaseMovement(row));
+    const agingItems = deps.buildInventoryAgingByItemAggregate(rows, asOfDate);
+    const agingItemTokens = new Set(
+      agingItems
+        .map((item) => normalizeInventoryReplyEntityToken(item.item))
+        .filter((item): item is string => Boolean(item))
+    );
+    const purchaseRows = rows.filter((row) => {
+      if (!deps.isInventoryPurchaseMovement(row)) {
+        return false;
+      }
+      if (agingItemTokens.size === 0) {
+        return true;
+      }
+      const item = deps.summarizeInventoryTraceRows([row]).item;
+      const itemToken = normalizeInventoryReplyEntityToken(item);
+      return Boolean(itemToken && agingItemTokens.has(itemToken));
+    });
     const summary = deps.summarizeInventoryTraceRows(purchaseRows);
-    const agingItems = deps.buildInventoryAgingByItemAggregate(purchaseRows, asOfDate);
     const oldestPurchaseDate = agingItems[0]?.firstPurchasePeriod ?? summary.firstPeriod;
     const oldestPurchaseAgeDays = agingItems[0]?.ageDays ?? null;
+    const organizationLabel = agingItems.find((item) => item.organization)?.organization ?? null;
     const oldestAnswerPreview = agingItems
       .slice(0, 3)
       .map((item) => `${item.item} (${deps.inventoryTraceDateLabel(item.firstPurchasePeriod)})`)
       .join("; ");
     const directAnswerLine =
       agingItems.length > 0
-        ? `К самым старым закупкам в текущем подтвержденном срезе относятся позиции с самой ранней первой закупкой: ${oldestAnswerPreview}.`
-        : "По доступному закупочному следу позиции со старыми закупками не материализованы.";
+        ? `Среди фактических положительных остатков есть давно закупавшиеся позиции: ${oldestAnswerPreview}.`
+        : "В фактическом положительном остатке не найдено позиций с подтвержденным старым закупочным следом.";
     const lines: string[] = [directAnswerLine];
-    appendInventoryBulletSection(lines, "Сводка:", [
+    const summaryLines = [
       `Дата среза: ${deps.formatDateRu(asOfDate)}.`,
       `Самая ранняя первая закупка среди позиций: ${deps.inventoryTraceDateLabel(oldestPurchaseDate)}.`,
       `Самая поздняя найденная закупка: ${deps.inventoryTraceDateLabel(summary.lastPeriod)}.`,
       `Позиций в выборке: ${deps.formatNumberWithDots(agingItems.length)}.`,
       `Закупочных документов: ${deps.formatNumberWithDots(summary.documents.length)}.`,
       `Закупочных операций: ${deps.formatNumberWithDots(purchaseRows.length)}.`
-    ]);
+    ];
+    if (organizationLabel) {
+      summaryLines.splice(1, 0, `Организация: ${organizationLabel}.`);
+    }
+    appendInventoryBulletSection(lines, "Сводка:", summaryLines);
     appendInventoryBulletSection(lines, "Ограничения:", [
-      "Без партионного учета этот ответ показывает возраст закупочного следа по товарной позиции, а не возраст конкретного лота."
+      "Берем только позиции с положительным остатком на дату среза; без партионного учета это возраст закупочного следа по номенклатуре, а не доказанный возраст конкретной партии."
     ]);
     if (oldestPurchaseAgeDays !== null) {
       lines.push(`- Между самой ранней первой закупкой и датой среза прошло ${deps.formatNumberWithDots(oldestPurchaseAgeDays)} дн.`);
@@ -582,10 +613,10 @@ export function composeInventoryReply(
       lines.push(`- Поставщики, встречающиеся в наблюдаемом закупочном следе: ${summary.counterparties.slice(0, 4).join("; ")}.`);
     }
     if (agingItems.length > 0) {
-      appendInventorySection(lines, "Позиции от самых старых закупок:", deps.formatInventoryAgingRows(agingItems, asOfDate, 12));
+      appendInventorySection(lines, "Позиции от самых старых закупок:", deps.formatInventoryAgingRows(agingItems, asOfDate, 5));
     } else {
       appendInventorySection(lines, "Позиции от самых старых закупок:", [
-        "- В доступных данных не найдено закупочных движений для выбранного среза."
+        "- В доступных данных не найдено закупочных движений по позициям, которые есть в положительном остатке на дату среза."
       ]);
     }
     return buildFactualSummaryReply(

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

@@ -2,6 +2,7 @@ import type { AddressEvidenceStrength, AddressResponseType, AddressResultMode }
 
 export interface ComposeFactualReplyOptions<TVatDirectSourceProbe = unknown> {
   userMessage?: string;
+  rawUserMessage?: string;
   itemHint?: string;
   counterpartyHint?: string;
   organizationHint?: string;
@@ -11,6 +12,13 @@ export interface ComposeFactualReplyOptions<TVatDirectSourceProbe = unknown> {
   asOfDate?: string;
   requestedResultMode?: AddressResultMode;
   vatDirectSourceProbe?: TVatDirectSourceProbe | null;
+  purchaseDateBridge?: {
+    selectedPurchaseDate?: string | null;
+    firstPurchaseDate?: string | null;
+    lastPurchaseDate?: string | null;
+    basis?: string | null;
+    hasMultiplePurchaseDates?: boolean;
+  } | null;
   emphasizeNumbers?: boolean;
   useRubCurrency?: boolean;
 }

llm_normalizer/backend/src/services/assistantAddressAttemptRuntimeAdapter.ts

@@ -224,6 +224,7 @@ export async function runAssistantAddressAttemptRuntime<ResponseType = unknown>(
     runAddressLaneAttemptRuntimeSafe(
       buildAssistantAddressLaneAttemptRuntimeInput({
         messageUsed,
+        rawUserMessage: input.userMessage,
         carryMeta,
         analysisDateHint,
         llmSemanticHints,

llm_normalizer/backend/src/services/assistantAddressLaneAttemptInputBuilder.ts

@@ -2,6 +2,7 @@ import type { RunAssistantAddressLaneAttemptRuntimeInput } from "./assistantAddr
 
 export interface BuildAssistantAddressLaneAttemptRuntimeInputInput {
   messageUsed: RunAssistantAddressLaneAttemptRuntimeInput["messageUsed"];
+  rawUserMessage: RunAssistantAddressLaneAttemptRuntimeInput["rawUserMessage"];
   carryMeta: RunAssistantAddressLaneAttemptRuntimeInput["carryMeta"];
   analysisDateHint: RunAssistantAddressLaneAttemptRuntimeInput["analysisDateHint"];
   llmSemanticHints: RunAssistantAddressLaneAttemptRuntimeInput["llmSemanticHints"];
@@ -17,6 +18,7 @@ export function buildAssistantAddressLaneAttemptRuntimeInput(
 ): RunAssistantAddressLaneAttemptRuntimeInput {
   return {
     messageUsed: input.messageUsed,
+    rawUserMessage: input.rawUserMessage,
     carryMeta: input.carryMeta,
     analysisDateHint: input.analysisDateHint,
     llmSemanticHints: input.llmSemanticHints,

llm_normalizer/backend/src/services/assistantAddressLaneAttemptQueryOptionsBuilder.ts

@@ -10,6 +10,7 @@ export function resolveAssistantAddressLaneAttemptFollowupContext(
 
 export interface BuildAssistantAddressLaneAttemptQueryOptionsInput {
   analysisDateHint: RunAssistantAddressLaneAttemptRuntimeInput["analysisDateHint"];
+  rawUserMessage: RunAssistantAddressLaneAttemptRuntimeInput["rawUserMessage"];
   scopedFollowupContext: Record<string, unknown> | null;
   llmSemanticHints: RunAssistantAddressLaneAttemptRuntimeInput["llmSemanticHints"];
   activeOrganization: RunAssistantAddressLaneAttemptRuntimeInput["activeOrganization"];
@@ -20,7 +21,8 @@ export function buildAssistantAddressLaneAttemptQueryOptions(
   input: BuildAssistantAddressLaneAttemptQueryOptionsInput
 ): Parameters<RunAssistantAddressLaneAttemptRuntimeInput["runAddressQueryTryHandle"]>[1] {
   const base = {
-    analysisDateHint: input.analysisDateHint
+    analysisDateHint: input.analysisDateHint,
+    rawUserMessage: input.rawUserMessage ?? undefined
   } as Parameters<RunAssistantAddressLaneAttemptRuntimeInput["runAddressQueryTryHandle"]>[1];
   if (input.scopedFollowupContext) {
     base.followupContext = input.scopedFollowupContext;

llm_normalizer/backend/src/services/assistantAddressLaneAttemptRuntimeAdapter.ts

@@ -7,6 +7,7 @@ import {
 
 export interface RunAssistantAddressLaneAttemptRuntimeInput {
   messageUsed: string;
+  rawUserMessage?: string | null;
   carryMeta: AssistantAddressCarryoverLike | null;
   analysisDateHint: string | null;
   llmSemanticHints?: Record<string, unknown> | null;
@@ -24,6 +25,7 @@ export interface RunAssistantAddressLaneAttemptRuntimeInput {
       llmSemanticHints?: Record<string, unknown> | null;
       activeOrganization?: string | null;
       knownOrganizations?: string[];
+      rawUserMessage?: string | null;
     }
   ) => Promise<AssistantAddressLaneLike | null>;
 }
@@ -43,7 +45,8 @@ export async function runAssistantAddressLaneAttemptRuntime(
       scopedFollowupContext,
       llmSemanticHints: input.llmSemanticHints ?? null,
       activeOrganization: input.activeOrganization,
-      knownOrganizations: input.knownOrganizations
+      knownOrganizations: input.knownOrganizations,
+      rawUserMessage: input.rawUserMessage ?? input.messageUsed
     })
   );
 }

llm_normalizer/backend/src/services/assistantAddressLaneResponseRuntimeAdapter.ts

@@ -120,12 +120,25 @@ function cleanComparisonScopeCompanyLine(line: string, organization: string | nu
   return clean.trim();
 }
 
+function hasComparisonScopeProofCue(value: unknown): boolean {
+  const text = toNullableString(value)?.toLocaleLowerCase("ru-RU").replace(/\s+/gu, " ").trim();
+  if (!text) {
+    return false;
+  }
+  return /(?:\bсравни\b|собери\s+коротк\p{L}*\s+итог|коротк\p{L}*\s+сравн|что\s+.*подтверд\p{L}*.*(?:компан|контрагент|свк)|что\s+.*отдельно\s+по\s+(?:группа\s+свк|выбранн\p{L}*\s+контрагент)|какие\s+выводы\s+можно\s+делать\s+и\s+какие\s+нельзя)/iu.test(
+    text
+  );
+}
+
 function buildComparisonScopeProofReply(input: {
   baseReply: string;
   debug: Record<string, unknown>;
   session: unknown;
   userMessage?: unknown;
 }): { reply: string; audit: Record<string, unknown> } | null {
+  if (!hasComparisonScopeProofCue(input.userMessage)) {
+    return 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);

llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts

@@ -150,7 +150,7 @@ function hasCompactCashflowFollowupSignal(text: string | null): boolean {
   if (!value) {
     return false;
   }
-  return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b)/iu.test(value);
+  return /(?:\u0431\u0435\u0437\s+\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0431\u0438\u0432\p{L}*|\u0431\u0435\u0437\s+\u0440\u0430\u0437\u0440\u0435\u0437\p{L}*|\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b\p{L}*|\u043e\u0434\u043d\u043e\u0439\s+\u0441\u0442\u0440\u043e\u043a\p{L}*|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0438\u0442\u043e\u0433|\u043f\u0440\u0438\u0448\p{L}*[\s\S]{0,80}\u0443\u0448\p{L}*[\s\S]{0,80}\u043d\u0435\u0442\u0442\u043e|\u043f\u043e\u043b\u0443\u0447\p{L}*[\s\S]{0,80}\u0437\u0430\u043f\u043b\u0430\u0442\p{L}*[\s\S]{0,80}\u0431\u0435\u0437\s+\u0434\u0435\u0442\u0430\u043b|кто\s+больше\s+всего\s+зан[её]с|кому\s+больше\s+всего\s+ушл\p{L}*|банк\s+не\s+называй\s+обычн\p{L}*\s+клиент\p{L}*|главн\p{L}*\s+клиент|главн\p{L}*\s+поставщик)/iu.test(value);
 }
 
 function dateScopeToFilterWindow(dateScope: string | null): Record<string, string> | null {
@@ -169,6 +169,37 @@ function dateScopeToFilterWindow(dateScope: string | null): Record<string, strin
   return null;
 }
 
+function filterWindowFromExtractedFilters(filters: Record<string, unknown> | null): Record<string, string> | null {
+  if (!filters) {
+    return null;
+  }
+  const asOfDate = typeof filters.as_of_date === "string" ? filters.as_of_date.trim() : "";
+  if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(asOfDate)) {
+    return { as_of_date: asOfDate };
+  }
+  const periodFrom = typeof filters.period_from === "string" ? filters.period_from.trim() : "";
+  const periodTo = typeof filters.period_to === "string" ? filters.period_to.trim() : "";
+  if (/^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodFrom) && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodTo)) {
+    return {
+      period_from: periodFrom,
+      period_to: periodTo
+    };
+  }
+  return null;
+}
+
+function hasBoundedFilterWindow(filters: Record<string, unknown> | null): boolean {
+  if (!filters) {
+    return false;
+  }
+  if (typeof filters.as_of_date === "string" && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(filters.as_of_date.trim())) {
+    return true;
+  }
+  const periodFrom = typeof filters.period_from === "string" ? filters.period_from.trim() : "";
+  const periodTo = typeof filters.period_to === "string" ? filters.period_to.trim() : "";
+  return /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodFrom) && /^(?:19|20)\d{2}-\d{2}-\d{2}$/.test(periodTo);
+}
+
 function looksLikeReliableOrganizationScope(value: string | null): boolean {
   const text = compactLower(value);
   if (!text) {
@@ -197,12 +228,17 @@ function inferBusinessOverviewDiscoveryContextFromSessionItems(
       continue;
     }
     const turnMeaningRef = toRecordObject(turnInput?.turn_meaning_ref);
-    const filterWindow = dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope));
+    const debugFilters = toRecordObject(debug?.extracted_filters);
+    const filterWindow =
+      dateScopeToFilterWindow(toNonEmptyString(turnMeaningRef?.explicit_date_scope)) ??
+      filterWindowFromExtractedFilters(debugFilters);
     if (!filterWindow) {
       continue;
     }
     const previousFilters: Record<string, unknown> = { ...filterWindow };
-    const organization = toNonEmptyString(turnMeaningRef?.explicit_organization_scope);
+    const organization =
+      toNonEmptyString(turnMeaningRef?.explicit_organization_scope) ??
+      toNonEmptyString(debugFilters?.organization);
     if (looksLikeReliableOrganizationScope(organization)) {
       previousFilters.organization = organization;
     }
@@ -229,11 +265,7 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input: {
     return input.followupContext;
   }
   const existingFilters = toRecordObject(input.followupContext?.previous_filters);
-  if (
-    input.toNonEmptyString(existingFilters?.period_from) ||
-    input.toNonEmptyString(existingFilters?.period_to) ||
-    input.toNonEmptyString(existingFilters?.as_of_date)
-  ) {
+  if (hasBoundedFilterWindow(existingFilters)) {
     return input.followupContext;
   }
   const inferred = inferBusinessOverviewDiscoveryContextFromSessionItems(input.sessionItems, input.toNonEmptyString);
@@ -244,12 +276,12 @@ function mergeBusinessOverviewDateContextForCompactCashflow(input: {
     ...inferred,
     ...(input.followupContext ?? {}),
     previous_filters: {
-      ...(toRecordObject(inferred.previous_filters) ?? {}),
-      ...(toRecordObject(input.followupContext?.previous_filters) ?? {})
+      ...(toRecordObject(input.followupContext?.previous_filters) ?? {}),
+      ...(toRecordObject(inferred.previous_filters) ?? {})
     },
     root_filters: {
-      ...(toRecordObject(inferred.root_filters) ?? {}),
-      ...(toRecordObject(input.followupContext?.root_filters) ?? {})
+      ...(toRecordObject(input.followupContext?.root_filters) ?? {}),
+      ...(toRecordObject(inferred.root_filters) ?? {})
     }
   };
 }
@@ -281,6 +313,16 @@ function sameEntityHint(expected: string | null, actual: string | null): boolean
   return left === right || left.includes(right) || right.includes(left);
 }
 
+function hasComparisonScopeProofCue(text: string | null): boolean {
+  const value = compactLower(text);
+  if (!value) {
+    return false;
+  }
+  return /(?:\bсравни\b|собери\s+коротк\p{L}*\s+итог|коротк\p{L}*\s+сравн|что\s+.*подтверд\p{L}*.*(?:компан|контрагент|свк)|что\s+.*отдельно\s+по\s+(?:группа\s+свк|выбранн\p{L}*\s+контрагент)|какие\s+выводы\s+можно\s+делать\s+и\s+какие\s+нельзя)/iu.test(
+    value
+  );
+}
+
 function isBusinessOverviewDiscoveryFollowup(
   followupContext: Record<string, unknown> | null,
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"]
@@ -489,6 +531,7 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
   followupContext: Record<string, unknown> | null;
   sessionAddressNavigationState: unknown;
   predecomposeContract: Record<string, unknown> | null;
+  userMessage: string;
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
 }): Record<string, unknown> | null {
   const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
@@ -508,6 +551,9 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
   const entities = toRecordObject(input.predecomposeContract?.entities);
   const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
   const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+  if (!hasComparisonScopeProofCue(input.userMessage)) {
+    return input.followupContext;
+  }
   if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
     return input.followupContext;
   }
@@ -550,9 +596,13 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
 
 function mergeBusinessOverviewProofBundlesFromSessionItems(input: {
   followupContext: Record<string, unknown> | null;
+  userMessage: string;
   sessionItems: unknown[];
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
 }): Record<string, unknown> | null {
+  if (!hasComparisonScopeProofCue(input.userMessage)) {
+    return input.followupContext;
+  }
   if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
     return input.followupContext;
   }
@@ -853,6 +903,7 @@ export async function buildAssistantAddressOrchestrationRuntime(
   });
   const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
     followupContext: discoveryFollowupContext,
+    userMessage: input.userMessage,
     sessionItems: input.sessionItems,
     toNonEmptyString: input.toNonEmptyString
   });
@@ -860,6 +911,7 @@ export async function buildAssistantAddressOrchestrationRuntime(
     followupContext: discoveryFollowupContextWithProofBundles,
     sessionAddressNavigationState: input.sessionAddressNavigationState,
     predecomposeContract,
+    userMessage: input.userMessage,
     toNonEmptyString: input.toNonEmptyString
   });
   const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(

llm_normalizer/backend/src/services/assistantDeepTurnResponseRuntimeAdapter.ts

@@ -188,6 +188,21 @@ function normalizeAddressRuntimeMetaForDeep(
   };
 }
 
+function stripRoutineShortAnswerPrefix(value: string): string {
+  return String(value ?? "")
+    .split(/\r?\n/g)
+    .map((line) =>
+      line
+        .replace(
+          /^((?:\s|\uFEFF)*(?:[-*]\s*)?)(?:\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*)+/u,
+          "$1"
+        )
+        .replace(/(:\s*)\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*/u, "$1")
+    )
+    .join("\n")
+    .trim();
+}
+
 export function runAssistantDeepTurnResponseRuntime(
   input: RunAssistantDeepTurnResponseRuntimeInput
 ): RunAssistantDeepTurnResponseRuntimeOutput {
@@ -243,9 +258,11 @@ export function runAssistantDeepTurnResponseRuntime(
     currentReplySource: "deep_analysis",
     addressRuntimeMeta: addressRuntimeMetaForDeep as unknown as Record<string, unknown> | null
   });
-  const assistantReply = mcpDiscoveryResponsePolicy.applied
-    ? mcpDiscoveryResponsePolicy.reply_text
-    : packagingRuntime.safeAssistantReply;
+  const assistantReply = stripRoutineShortAnswerPrefix(
+    mcpDiscoveryResponsePolicy.applied
+      ? input.sanitizeReply(mcpDiscoveryResponsePolicy.reply_text, packagingRuntime.safeAssistantReply)
+      : packagingRuntime.safeAssistantReply
+  );
   const replyType = mcpDiscoveryResponsePolicy.applied ? "partial_coverage" : input.composition.reply_type;
   const debug = {
     ...packagingRuntime.debug,

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts

@@ -107,6 +107,16 @@ function requestsCounterpartyLeaderSurface(
   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 requestsBusinessOverviewNextChecks(
+  turnMeaning: Record<string, unknown> | null,
+  graph: Record<string, unknown> | null
+): boolean {
+  const text = normalizedTurnAndGraphText(turnMeaning, graph);
+  return /(?:что\s+(?:дальше\s+)?провер\w*|что\s+провер\w*\s+дальше|следующ\w*\s+шаг|в\s+первую\s+очередь\s+провер\w*|next\s+checks?|next\s+steps?)/iu.test(
+    text
+  );
+}
+
 function requestsCompactCashflowAnswer(
   turnMeaning: Record<string, unknown> | null,
   graph: Record<string, unknown> | null
@@ -527,6 +537,14 @@ function businessOverviewPeriodText(overview: Record<string, unknown>): string {
   return period ? `за ${period}` : "за все доступное проверенное окно";
 }
 
+function businessOverviewPeriodPhrase(value: string | null | undefined): string {
+  const normalized = toNonEmptyString(value);
+  if (!normalized) {
+    return "за все доступное проверенное окно";
+  }
+  return /^за\s+/iu.test(normalized) ? normalized : `за ${normalized}`;
+}
+
 function strongestIncomingYear(overview: Record<string, unknown>): Record<string, unknown> | null {
   const years = Array.isArray(overview.yearly_breakdown) ? overview.yearly_breakdown : [];
   const sorted = years
@@ -1031,7 +1049,12 @@ function buildCompactBusinessOverviewReply(
   const compactCashflowRequested = directMoneyOnlyAnswer && requestsCompactCashflowAnswer(turnMeaning, graph);
   const cashflowPolarityRequested = compactCashflowRequested && requestsCashflowPolarityAnswer(turnMeaning, graph);
   const directAccountingProfitRequested = requestsDirectAccountingProfitAnswer(turnMeaning, graph);
+  const nextChecksRequested = requestsBusinessOverviewNextChecks(turnMeaning, graph);
   const rawMessage = toNonEmptyString(turnMeaning?.raw_message) ?? toNonEmptyString(turnMeaning?.effective_message);
+  const earningsAmountRequested = /(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0434\u043e\u0445\u043e\u0434\p{L}*)/iu.test(
+    normalizeQuestionText(rawMessage ?? "")
+  );
+  const accountingFinancialResultForEarnings = toRecordObject(overview.accounting_financial_result);
   const rawMessageComparable = compactComparable(rawMessage);
   const organizationScopeComparable = compactComparable(organizationScope);
   const plainOrganizationClarificationSelection = Boolean(
@@ -1045,18 +1068,65 @@ function buildCompactBusinessOverviewReply(
       !/(?:сравн|подтвержд|деньг|сколько|что\s+|покаж|дай|вывод|нельзя|клиент|поставщик|\?)/iu.test(rawMessage)
   );
 
+  if (
+    compactCashflowRequested &&
+    !rankingNeed &&
+    !profitMarginBoundary &&
+    !cashflowPolarityRequested &&
+    earningsAmountRequested &&
+    accountingFinancialResultForEarnings
+  ) {
+    const direction = toNonEmptyString(accountingFinancialResultForEarnings.final_result_direction);
+    const amount = moneyText(accountingFinancialResultForEarnings.final_result_amount_human_ru);
+    const periodScope = toNonEmptyString(accountingFinancialResultForEarnings.period_scope) ?? period;
+    const marginPct =
+      typeof accountingFinancialResultForEarnings.net_margin_to_revenue_pct === "number" &&
+      Number.isFinite(accountingFinancialResultForEarnings.net_margin_to_revenue_pct)
+        ? `${accountingFinancialResultForEarnings.net_margin_to_revenue_pct}%`
+        : null;
+    const directionText =
+      direction === "profit"
+        ? "\u0443\u0447\u0435\u0442\u043d\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c"
+        : direction === "loss"
+          ? "\u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0443\u0431\u044b\u0442\u043e\u043a"
+          : "\u043d\u0443\u043b\u0435\u0432\u043e\u0439 \u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442";
+    const amountText = amount
+      ? direction === "loss"
+        ? `\u043c\u0438\u043d\u0443\u0441 ${amount}`
+        : amount
+      : "\u0441\u0443\u043c\u043c\u0430 \u043d\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u043d\u0430";
+    lines.push(
+      `${organizationPrefix}\u0437\u0430 ${periodScope} \u043f\u043e \u0437\u0430\u043a\u0440\u044b\u0442\u0438\u044e \u0441\u0447\u0435\u0442\u043e\u0432 90/91/99 \u0432 1\u0421 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0430 ${directionText}: ${amountText}${marginPct ? `; \u043c\u0430\u0440\u0436\u0430 \u043a \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u043d\u043e\u0439 \u0432\u044b\u0440\u0443\u0447\u043a\u0435 ${marginPct}` : ""}.`
+    );
+    if (incomingAmount || outgoingAmount || netAmount) {
+      lines.push(
+        `\u0414\u043b\u044f \u0441\u0432\u0435\u0440\u043a\u0438 \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c: \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431."}.`
+      );
+    }
+    lines.push(
+      "\u0412\u0430\u0436\u043d\u043e: \u0443\u0447\u0435\u0442\u043d\u044b\u0439 \u0444\u0438\u043d\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0434\u0435\u043d\u0435\u0433 - \u0440\u0430\u0437\u043d\u044b\u0435 \u043c\u0435\u0442\u0440\u0438\u043a\u0438; \u043d\u0435 \u0441\u043c\u0435\u0448\u0438\u0432\u0430\u044e \u0438\u0445 \u0432 \u043e\u0434\u043d\u0443 \"\u043f\u0440\u0438\u0431\u044b\u043b\u044c\"."
+    );
+    return joinBusinessReplyLines(lines);
+  }
+
   if (compactCashflowRequested && !rankingNeed && (incomingAmount || outgoingAmount || netAmount)) {
     const netDisplay = sentenceAmount(netAmount) ?? netAmount ?? "0 \u0440\u0443\u0431.";
     const signedNetDisplay =
       cashflowPolarityRequested && netDisplay && !String(netDisplay).trim().startsWith("-")
         ? `+${netDisplay}`
         : netDisplay;
-    const polarityLead = cashflowPolarityRequested
-      ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
-      : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
+    const limitedEarningsAnswer = Boolean(earningsAmountRequested && !accountingFinancialResultForEarnings && limitLine);
+    const polarityLead = limitedEarningsAnswer
+      ? "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u0442\u043e\u0447\u043d\u0443\u044e \u0443\u0447\u0435\u0442\u043d\u0443\u044e \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u0437\u0430 \u044d\u0442\u043e \u043e\u043a\u043d\u043e \u043d\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e; \u0432 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u043c \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u043c \u0441\u0440\u0435\u0437\u0435 "
+      : cashflowPolarityRequested
+        ? `\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u043f\u043e \u0434\u0435\u043d\u044c\u0433\u0430\u043c \u043f\u043b\u044e\u0441. `
+        : "\u041a\u043e\u0440\u043e\u0442\u043a\u043e: ";
     lines.push(
       `${polarityLead}${organizationPrefix}${period} \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ${incomingAmount ?? "0 \u0440\u0443\u0431."}; \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438/\u0441\u043f\u0438\u0441\u0430\u043b\u0438 ${outgoingAmount ?? "0 \u0440\u0443\u0431."}; \u0434\u0435\u043d\u0435\u0436\u043d\u043e\u0435 \u043d\u0435\u0442\u0442\u043e ${signedNetDisplay}.`
     );
+    if (limitLine) {
+      lines.push(limitLine);
+    }
     lines.push(
       cashflowPolarityRequested
         ? "\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 \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."
@@ -1116,12 +1186,8 @@ function buildCompactBusinessOverviewReply(
       );
       return joinBusinessReplyLines(lines);
     }
-    const headline = toNonEmptyString(draft.headline);
-    const cleanHeadline = headline?.replace(/^Коротко:\s*/iu, "").trim();
     lines.push(
-      cleanHeadline
-        ? `Коротко: ${localizeLine(cleanHeadline)}`
-        : "Коротко: нельзя точно подтвердить чистую прибыль и маржу по текущему срезу 1С; есть только ограниченный операционный денежный/товарный сигнал, а не полный отчет о прибыли и не бухгалтерский финансовый результат."
+      "Коротко: чистую прибыль и маржу не подтверждаю по текущему срезу 1С; видны только ограниченные денежные обороты и расчетное нетто/операционный сигнал, а не полный отчет о прибыли и не бухгалтерский финансовый результат."
     );
     const boundaryLines = userFacingLines([
       ...toStringList(draft.confirmed_lines),
@@ -1221,10 +1287,13 @@ function buildCompactBusinessOverviewReply(
           ? `${vendorProcurementQuality.top_non_financial_supplier_share_pct}%`
           : null;
       const periodScope = toNonEmptyString(vendorProcurementQuality.period_scope) ?? period;
-      const totalText = totalOutgoing ? `; всего исходящих платежей в проверенном срезе ${totalOutgoing}` : "";
+      const periodPhrase = businessOverviewPeriodPhrase(periodScope);
+      const totalText = totalOutgoing
+        ? `; всего исходящих платежей в проверенном срезе ${sentenceAmount(totalOutgoing)}`
+        : "";
       if (status === "financial_institution_leads_outgoing_cash") {
         lines.push(
-          `Коротко: проверка концентрации закупок/исходящих платежей за ${periodScope} не подтверждает зависимость от обычного поставщика: крупнейший получатель исходящих денег ${topOutgoingName ?? "не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : ""}, но по названию это банк/финансовая организация${totalText}.`
+          `Коротко: проверка концентрации закупок/исходящих платежей ${periodPhrase} не подтверждает зависимость от обычного поставщика: крупнейший получатель исходящих денег ${topOutgoingName ?? "не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : ""}, но по названию это банк/финансовая организация${totalText}.`
         );
         const financialHintText = financialFlowHintTextRuFromRecord(topOutgoingRecord);
         if (financialHintText) {
@@ -1237,11 +1306,11 @@ function buildCompactBusinessOverviewReply(
         }
       } else if (status === "reviewed_procurement_concentration") {
         lines.push(
-          `Коротко: точный риск зависимости от одного поставщика не подтвержден полностью; проверка концентрации закупок/исходящих платежей за ${periodScope} нашла крупнейшего получателя исходящего потока: ${topOutgoingName ?? nonFinancialName ?? "получатель не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : nonFinancialShare ? ` держит около ${nonFinancialShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : nonFinancialAmount ? ` (${nonFinancialAmount})` : ""}${totalText}.`
+          `Коротко: точный риск зависимости от одного поставщика не подтвержден полностью; проверка концентрации закупок/исходящих платежей ${periodPhrase} нашла крупнейшего получателя исходящего потока: ${topOutgoingName ?? nonFinancialName ?? "получатель не распознан"}${topOutgoingShare ? ` держит около ${topOutgoingShare}` : nonFinancialShare ? ` держит около ${nonFinancialShare}` : ""}${topOutgoingAmount ? ` (${topOutgoingAmount})` : nonFinancialAmount ? ` (${nonFinancialAmount})` : ""}${totalText}.`
         );
       } else {
         lines.push(
-          `Коротко: проверка концентрации закупок/исходящих платежей за ${periodScope} выполнена, но надежной небанковской концентрации поставщика по найденным исходящим платежам не хватает${totalText}.`
+          `Коротко: проверка концентрации закупок/исходящих платежей ${periodPhrase} выполнена, но надежной небанковской концентрации поставщика по найденным исходящим платежам не хватает${totalText}.`
         );
       }
       const contractText =
@@ -1251,7 +1320,7 @@ function buildCompactBusinessOverviewReply(
             : ` Договорный профиль: используется ${vendorProcurementQuality.used_contracts} договоров.`
           : "";
       lines.push(
-        `Что не доказано этим срезом: надежность поставщика, качество поставок, договорные условия, назначение каждого платежа и полная структура всех расходов.${contractText}`
+        `Это не аудит поставщиков: срез не доказывает надежность поставщика, качество поставок, договорные условия, назначение каждого платежа и полную структуру всех расходов.${contractText}`
       );
       return joinBusinessReplyLines(lines);
     }
@@ -1305,6 +1374,26 @@ function buildCompactBusinessOverviewReply(
     return joinBusinessReplyLines(lines);
   }
 
+  if (
+    !separateSubject &&
+    !crossScopeExecutiveSummary &&
+    !counterpartyLeaderSurfaceRequested &&
+    !rankingNeed &&
+    nextChecksRequested
+  ) {
+    const subject = organizationScope ? `по компании ${organizationScope}` : "по компании";
+    lines.push(
+      `В первую очередь ${subject} надо проверить чистую прибыль через закрытие 90/91/99, зависимость от топ-3 клиентов и поставщиков, долги/зависшие расчеты, складские остатки и НДС-позицию.`
+    );
+    lines.push(
+      "Смысл порядка: сначала отделить бухгалтерский финрезультат от денежного нетто, затем проверить концентрацию потоков и только после этого углубляться в склад, долги и налоговую позицию."
+    );
+    if (limitLine) {
+      lines.push(limitLine);
+    }
+    return joinBusinessReplyLines(lines);
+  }
+
   if (
     !separateSubject &&
     !crossScopeExecutiveSummary &&
@@ -1315,9 +1404,9 @@ function buildCompactBusinessOverviewReply(
     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.`
+      `Коротко: по ограниченному проверенному 1С-срезу ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж; это не аудиторское заключение и не подтвержденная чистая прибыль.`
     );
-    lines.push("Что видно:");
+    lines.push("Что видно в ограниченном денежном срезе:");
     if (incomingAmount) {
       lines.push(`- входящие деньги за ${periodWithoutPrefix}: ${incomingAmount};`);
     }
@@ -1353,9 +1442,11 @@ function buildCompactBusinessOverviewReply(
     if (debtLine) {
       lines.push(`- ${localizeLine(debtLine)}`);
     }
-    lines.push(
-      "Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль."
-    );
+    if (!limitLine) {
+      lines.push(
+        "Ограничение: это оценка по денежным потокам и найденным срезам 1С, не аудиторское заключение и не подтвержденная чистая прибыль."
+      );
+    }
     const missingOverviewFamilies: string[] = [];
     if (!taxLine) {
       missingOverviewFamilies.push("НДС/налоговая позиция без отдельного точного расчета");

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -87,6 +87,21 @@ function hasInternalMechanics(value: string): boolean {
   );
 }
 
+function stripRoutineShortAnswerPrefix(value: string): string {
+  return String(value ?? "")
+    .split(/\r?\n/g)
+    .map((line) =>
+      line
+        .replace(
+          /^((?:\s|\uFEFF)*(?:[-*]\s*)?)(?:\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*)+/u,
+          "$1"
+        )
+        .replace(/(:\s*)\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*/u, "$1")
+    )
+    .join("\n")
+    .trim();
+}
+
 function isMcpDiscoveryEntryPointContract(value: unknown): value is AssistantMcpDiscoveryRuntimeEntryPointContract {
   const record = toRecordObject(value);
   return (
@@ -1052,12 +1067,13 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   }
 
   pushReason(reasonCodes, "mcp_discovery_response_policy_candidate_applied");
+  const replyText = stripRoutineShortAnswerPrefix(String(candidate.reply_text));
   return {
     schema_version: ASSISTANT_MCP_DISCOVERY_RESPONSE_POLICY_SCHEMA_VERSION,
     policy_owner: "assistantMcpDiscoveryResponsePolicy",
     decision: "apply_candidate",
     applied: true,
-    reply_text: String(candidate.reply_text),
+    reply_text: replyText || String(candidate.reply_text),
     reply_source: "mcp_discovery_response_candidate_guarded",
     candidate,
     reason_codes: reasonCodes

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -225,6 +225,9 @@ function isGarbageSemanticAnchorCandidate(value: string | null): boolean {
     /^(?:и\s+)?кто\s+(?:главн\p{L}*|основн\p{L}*|крупн\p{L}*)\s+(?:клиент|покупател|поставщик|контрагент)(?:\s+в)?$/iu.test(
       text
     ) ||
+    /^(?:и\s+)?(?:главн\p{L}*|основн\p{L}*|крупн\p{L}*)\s+(?:клиент|покупател|поставщик|контрагент)(?:\s+в)?$/iu.test(
+      text
+    ) ||
     /^(?:или\s+)?(?:обычн\p{L}*\s+)?(?:клиент|поставщик|покупател\p{L}*|заказчик|контрагент)(?:\s+или\s+(?:клиент|поставщик|покупател\p{L}*|заказчик|контрагент))?$/iu.test(
       text
     ) ||
@@ -900,6 +903,22 @@ function hasDebtDueDateBoundaryFollowupSignal(text: string): boolean {
   return hasDueDateCue && hasFollowupShape;
 }
 
+function hasSupplierDependencyFollowupSignal(text: string): boolean {
+  if (!text) {
+    return false;
+  }
+  const normalized = compactLower(text);
+  const hasSupplierOrOutgoingCue =
+    /(?:\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0437\u0430\u043a\u0443\u043f|\u0438\u0441\u0445\u043e\u0434\u044f\u0449|\u043f\u043b\u0430\u0442[\u0435\u0451]\u0436|\u0437\u0430\u043f\u043b\u0430\u0442|supplier|vendor|procurement|outgoing|payout)/iu.test(
+      normalized
+    );
+  const hasDependencyCue =
+    /(?:\u0437\u0430\u0432\u0438\u0441\u0438\u043c|\u0437\u0430\u0432\u044f\u0437\u0430\u043d|\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446|\u043a\u043b\u044e\u0447\u0435\u0432|\u043e\u0441\u043d\u043e\u0432\u043d|\u043a\u0440\u0438\u0442\u0438\u0447|dependency|concentration|key|critical)/iu.test(
+      normalized
+    );
+  return hasSupplierOrOutgoingCue && hasDependencyCue;
+}
+
 function hasOrganizationLevelDebtDueDateOverviewSignal(text: string): boolean {
   if (!text) {
     return false;
@@ -1079,7 +1098,7 @@ function hasBusinessOverviewContinuationSignal(text: string): boolean {
       normalized
     );
   const hasAnalystContinuationCue =
-    /(?:можно\s+ли|если\s+нет|proxy|прокси|аудит|оцен|что\s+думаешь|нормальн\p{L}*\s+прибыл|прибыл|марж|рентаб|ликвидн|просроч|качество\s+долг|риск|налогов\p{L}*\s+вывод)/iu.test(
+    /(?:можно\s+ли|если\s+нет|proxy|прокси|аудит|оцен|что\s+думаешь|нормальн\p{L}*\s+прибыл|прибыл|марж|рентаб|ликвидн|просроч|качество\s+долг|риск|зависим|завязан|концентрац|налогов\p{L}*\s+вывод)/iu.test(
       normalized
     );
   const hasTaxContinuationCue =
@@ -1865,7 +1884,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
       hasOrganizationLevelDebtDueDateOverviewSignal(rawText)) ||
     debtDueDateFollowupBusinessOverviewSignal;
   const supplierQualityBusinessOverviewSignal =
-    (rawBusinessOverviewSignal || seededBusinessOverviewSignal) && hasOrganizationLevelSupplierQualityOverviewSignal(rawText);
+    ((rawBusinessOverviewSignal || seededBusinessOverviewSignal) &&
+      (hasOrganizationLevelSupplierQualityOverviewSignal(rawText) || hasSupplierDependencyFollowupSignal(rawText))) ||
+    (businessOverviewContinuationSignal && hasSupplierDependencyFollowupSignal(rawText));
   const profitMarginFollowupBusinessOverviewSignal =
     businessOverviewContinuationSignal && hasProfitMarginBoundaryFollowupSignal(rawText);
   const profitMarginBusinessOverviewSignal =
@@ -2458,6 +2479,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
       ? null
       : explicitCurrentCounterpartyOverridesFollowupEntity
       ? null
+      : businessOverviewSuppressesFollowupCounterparty
+      ? rawMetadataScopeHint
       : rawMetadataScopeHint ??
         followupSeed.metadataScopeHint ??
         followupSeed.discoveryEntity ??
@@ -2685,7 +2708,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
       normalizedPredecomposeDateScope &&
       normalizedPredecomposeDateScope.startsWith(`${rawDateScope}-`)
   );
-  const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope";
+  const followupAllTimeScopeApplied = normalizedFollowupDateScope === "all_time_scope" && !currentTurnCarriesExplicitPeriod;
   const explicitDateScope =
     rawAllTimeScopeSignal || followupAllTimeScopeApplied
       ? null
@@ -3081,6 +3104,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (debtDueDateFollowupBusinessOverviewSignal) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_debt_due_date_followup_boundary");
   }
+  if (supplierQualityBusinessOverviewSignal && hasSupplierDependencyFollowupSignal(rawText)) {
+    pushReason(reasonCodes, "mcp_discovery_business_overview_supplier_dependency_followup_boundary");
+  }
   if (explicitVatSuppressesBusinessOverviewContinuation) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_suppressed_by_explicit_vat_question");
   }

llm_normalizer/backend/src/services/assistantService.ts

@@ -1982,7 +1982,11 @@ function repairAddressMojibake(value) {
 }
 function sanitizeOutgoingAssistantText(value, fallback = "Не смог сформировать читаемый ответ. Уточните запрос.") {
     const repaired = repairAddressMojibake(String(value ?? ""));
-    const sanitized = String((0, answerComposer_1.sanitizeAssistantReplyForUserFacing)(repaired) ?? "").trim();
+    const sanitized = String((0, answerComposer_1.sanitizeAssistantReplyForUserFacing)(repaired) ?? "")
+        .split(/\r?\n/g)
+        .map((line) => line.replace(/^Коротко:\s*/u, "").replace(/(:\s*)Коротко:\s*/u, "$1"))
+        .join("\n")
+        .trim();
     if (sanitized) {
         return sanitized;
     }

llm_normalizer/backend/src/services/assistantTransitionPolicy.ts

@@ -301,7 +301,7 @@ export function createAssistantTransitionPolicy(deps) {
     return `${match[3]}-${match[2]}-${match[1]}`;
   }
 
-  function computeMonthWindowFromIso(isoDate) {
+  function computeMonthWindowFromIso(isoDate, bridgeFacts = {}) {
     const match = String(isoDate ?? "").match(/^(\d{4})-(\d{2})-(\d{2})$/);
     if (!match) {
       return null;
@@ -318,11 +318,17 @@ export function createAssistantTransitionPolicy(deps) {
       purchase_date: isoDate,
       period_from: `${year}-${mm}-01`,
       period_to: `${year}-${mm}-${dd}`,
-      as_of_date: `${year}-${mm}-${dd}`
+      as_of_date: `${year}-${mm}-${dd}`,
+      purchase_date_bridge_selected: isoDate,
+      ...bridgeFacts
     };
   }
 
-  function extractEarliestDmyDateFromEntityRefs(entityRefs) {
+  function uniqueSortedIsoDates(dates) {
+    return Array.from(new Set(dates.filter(Boolean))).sort();
+  }
+
+  function extractDmyDatesFromEntityRefs(entityRefs) {
     const dates = [];
     for (const entityRef of Array.isArray(entityRefs) ? entityRefs : []) {
       const value = deps.toNonEmptyString(entityRef?.value);
@@ -340,40 +346,96 @@ export function createAssistantTransitionPolicy(deps) {
         }
       }
     }
-    if (dates.length === 0) {
-      return null;
-    }
-    return dates.sort()[0] ?? null;
+    return uniqueSortedIsoDates(dates);
   }
 
-  function extractPurchaseDateBridgeWindow(previousAddressItem, addressNavigationState) {
+  function detectPurchaseDateBridgeBasis(userMessage, alternateMessage) {
+    const text = [userMessage, alternateMessage]
+      .map((item) => deps.compactWhitespace(deps.repairAddressMojibake(String(item ?? "")).toLowerCase()).replace(/ё/g, "е"))
+      .filter(Boolean)
+      .join(" ");
+    if (/(?:последн|latest|last|сам[а-я\s-]*поздн)/iu.test(text)) {
+      return "last_confirmed_purchase";
+    }
+    if (/(?:перв|earliest|oldest|ранн|сам[а-я\s-]*стар)/iu.test(text)) {
+      return "first_confirmed_purchase";
+    }
+    return "first_confirmed_purchase_default";
+  }
+
+  function extractPurchaseDateBridgeFacts(previousAddressItem, addressNavigationState, userMessage, alternateMessage) {
+    const previousFilters = readAddressDebugFilters(previousAddressItem?.debug ?? null);
+    let firstIsoDate = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_first);
+    let lastIsoDate = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_last);
+    const selectedIsoDateFromFilters = deps.toNonEmptyString(previousFilters?.purchase_date_bridge_selected);
+    if (!firstIsoDate && selectedIsoDateFromFilters) {
+      firstIsoDate = selectedIsoDateFromFilters;
+    }
+    if (!lastIsoDate && selectedIsoDateFromFilters) {
+      lastIsoDate = selectedIsoDateFromFilters;
+    }
     const replyText = deps.toNonEmptyString(previousAddressItem?.text);
-    if (replyText) {
+    if (replyText && (!firstIsoDate || !lastIsoDate)) {
       const repairedText = deps.repairAddressMojibake(replyText);
-      const explicitFirstDateMatch = repairedText.match(/первая\s+найденная\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu);
-      const explicitFirstDateIso = explicitFirstDateMatch ? parseDmyDateToIso(explicitFirstDateMatch[1]) : null;
-      if (explicitFirstDateIso) {
-        return computeMonthWindowFromIso(explicitFirstDateIso);
-      }
+      const explicitFirstDateMatch = repairedText.match(
+        /первая\s+(?:найденная|подтвержденная)\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu
+      );
+      const explicitLastDateMatch = repairedText.match(
+        /последняя\s+(?:найденная|подтвержденная)\s+дата\s+закупки:\s*(\d{2}\.\d{2}\.\d{4})/iu
+      );
+      firstIsoDate = explicitFirstDateMatch ? parseDmyDateToIso(explicitFirstDateMatch[1]) : null;
+      lastIsoDate = explicitLastDateMatch ? parseDmyDateToIso(explicitLastDateMatch[1]) : null;
     }
 
-    const navigationSessionState = resolveNavigationSessionContextState(
-      addressNavigationState,
-      deps.toNonEmptyString,
-      deps.normalizeOrganizationScopeValue
-    );
-    const focusObject = navigationSessionState.focusObject;
-    const preferredResultSetId =
-      deps.toNonEmptyString(focusObject?.provenanceResultSetId) ?? navigationSessionState.activeResultSetId;
-    const resultSets = Array.isArray(addressNavigationState?.result_sets) ? addressNavigationState.result_sets : [];
-    const preferredResultSet =
-      (preferredResultSetId
-        ? resultSets.find((item) => deps.toNonEmptyString(item?.result_set_id) === preferredResultSetId) ?? null
-        : null) ??
-      resultSets.find((item) => deps.toNonEmptyString(item?.intent) === "inventory_purchase_provenance_for_item") ??
-      null;
-    const earliestIsoDate = extractEarliestDmyDateFromEntityRefs(preferredResultSet?.entity_refs);
-    return earliestIsoDate ? computeMonthWindowFromIso(earliestIsoDate) : null;
+    if (!firstIsoDate || !lastIsoDate) {
+      const navigationSessionState = resolveNavigationSessionContextState(
+        addressNavigationState,
+        deps.toNonEmptyString,
+        deps.normalizeOrganizationScopeValue
+      );
+      const focusObject = navigationSessionState.focusObject;
+      const preferredResultSetId =
+        deps.toNonEmptyString(focusObject?.provenanceResultSetId) ?? navigationSessionState.activeResultSetId;
+      const resultSets = Array.isArray(addressNavigationState?.result_sets) ? addressNavigationState.result_sets : [];
+      const preferredResultSet =
+        (preferredResultSetId
+          ? resultSets.find((item) => deps.toNonEmptyString(item?.result_set_id) === preferredResultSetId) ?? null
+          : null) ??
+        resultSets.find((item) => deps.toNonEmptyString(item?.intent) === "inventory_purchase_provenance_for_item") ??
+        null;
+      const datesFromResultSet = extractDmyDatesFromEntityRefs(preferredResultSet?.entity_refs);
+      firstIsoDate = firstIsoDate ?? datesFromResultSet[0] ?? null;
+      lastIsoDate = lastIsoDate ?? datesFromResultSet[datesFromResultSet.length - 1] ?? null;
+    }
+
+    if (!firstIsoDate && !lastIsoDate) {
+      return null;
+    }
+
+    const normalizedFirst = firstIsoDate ?? lastIsoDate;
+    const normalizedLast = lastIsoDate ?? firstIsoDate;
+    const basis = detectPurchaseDateBridgeBasis(userMessage, alternateMessage);
+    const selectedIsoDate = basis === "last_confirmed_purchase" ? normalizedLast : normalizedFirst;
+    return {
+      selectedIsoDate,
+      firstIsoDate: normalizedFirst,
+      lastIsoDate: normalizedLast,
+      basis,
+      hasMultiplePurchaseDates: Boolean(normalizedFirst && normalizedLast && normalizedFirst !== normalizedLast)
+    };
+  }
+
+  function extractPurchaseDateBridgeWindow(previousAddressItem, addressNavigationState, userMessage, alternateMessage) {
+    const facts = extractPurchaseDateBridgeFacts(previousAddressItem, addressNavigationState, userMessage, alternateMessage);
+    if (!facts?.selectedIsoDate) {
+      return null;
+    }
+    return computeMonthWindowFromIso(facts.selectedIsoDate, {
+      purchase_date_bridge_first: facts.firstIsoDate,
+      purchase_date_bridge_last: facts.lastIsoDate,
+      purchase_date_bridge_basis: facts.basis,
+      purchase_date_bridge_has_multiple: facts.hasMultiplePurchaseDates
+    });
   }
 
   function isUsableFollowupSourceDebug(debug) {
@@ -605,11 +667,20 @@ export function createAssistantTransitionPolicy(deps) {
     return null;
   }
 
-  function hasInventoryPurchaseDateVatBridgeSignal(userMessage, alternateMessage, sourceIntentHint, hasInventoryItemFocusHint) {
+  function hasInventoryPurchaseDateVatBridgeSignal(
+    userMessage,
+    alternateMessage,
+    sourceIntentHint,
+    hasInventoryItemFocusHint,
+    sourceHasPurchaseDateBridgeHint = false
+  ) {
+    const vatPurchaseBridgeContinuation =
+      sourceIntentHint === "vat_liability_confirmed_for_tax_period" && sourceHasPurchaseDateBridgeHint;
     if (
       sourceIntentHint !== "inventory_purchase_provenance_for_item" &&
       !hasInventoryItemFocusHint &&
-      !deps.isInventorySelectedObjectIntent(sourceIntentHint)
+      !deps.isInventorySelectedObjectIntent(sourceIntentHint) &&
+      !vatPurchaseBridgeContinuation
     ) {
       return false;
     }
@@ -621,10 +692,13 @@ export function createAssistantTransitionPolicy(deps) {
     }
     return samples.some(
       (sample) =>
-        /(?:ндс|vat)/iu.test(sample) &&
-        /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(
-          sample
-        )
+        ((/(?:ндс|vat)/iu.test(sample) &&
+          /(?:на\s+дат[ауеы]\s+покупк|на\s+дат[ауеы]\s+закупк|по\s+дат[еу]\s+покупк|по\s+дат[еу]\s+закупк|дата\s+покупк|дата\s+закупк|purchase\s+date)/iu.test(
+            sample
+          )) ||
+          ((vatPurchaseBridgeContinuation || sourceIntentHint === "vat_liability_confirmed_for_tax_period") &&
+            /(?:перв|последн|earliest|oldest|latest|last)/iu.test(sample) &&
+            /(?:покупк|закупк|purchase)/iu.test(sample)))
     );
   }
 
@@ -932,10 +1006,17 @@ export function createAssistantTransitionPolicy(deps) {
       sourceDiscoveryPilotScopeHint === "business_overview_route_template_v1";
     const navigationSessionState = earlyNavigationSessionState;
     const navigationFocusObjectHint = navigationSessionState.focusObject;
+    const sourceFiltersHint = readAddressDebugFilters(carryoverSourceDebug);
+    const sourceHasPurchaseDateBridgeHint = Boolean(
+      deps.toNonEmptyString(sourceFiltersHint?.purchase_date_bridge_selected)
+    );
     const hasNavigationInventoryItemFocusHint = Boolean(
       deps.toNonEmptyString(navigationFocusObjectHint?.label) &&
         deps.toNonEmptyString(navigationFocusObjectHint?.objectType) === "item" &&
         (sourceIntentHint === "inventory_on_hand_as_of_date" ||
+          sourceIntentHint === "vat_liability_confirmed_for_tax_period" ||
+          sourceIntentHint === "vat_payable_forecast" ||
+          sourceIntentHint === "vat_payable_confirmed_as_of_date" ||
           sourceIntentHint === "inventory_supplier_stock_overlap_as_of_date" ||
           deps.isInventorySelectedObjectIntent(sourceIntentHint))
     );
@@ -943,7 +1024,8 @@ export function createAssistantTransitionPolicy(deps) {
       userMessage,
       alternateMessage,
       sourceIntentHint,
-      hasNavigationInventoryItemFocusHint
+      hasNavigationInventoryItemFocusHint,
+      sourceHasPurchaseDateBridgeHint
     );
     const inventoryMarginRankingFollowup = hasInventoryMarginRankingFollowupSignal(
       userMessage,
@@ -1457,10 +1539,21 @@ export function createAssistantTransitionPolicy(deps) {
                 readAddressDebugItem(carryoverSourceDebug, deps.toNonEmptyString) ??
                 deps.toNonEmptyString(previousFilters.item)
             ) ?? previousAddressItem;
-      const purchaseBridgeWindow = extractPurchaseDateBridgeWindow(purchaseBridgeItem, addressNavigationState);
+      const purchaseBridgeWindow = extractPurchaseDateBridgeWindow(
+        purchaseBridgeItem,
+        addressNavigationState,
+        userMessage,
+        alternateMessage
+      );
       if (purchaseBridgeWindow) {
         previousFilters.period_from = purchaseBridgeWindow.period_from;
         previousFilters.period_to = purchaseBridgeWindow.period_to;
+        previousFilters.as_of_date = purchaseBridgeWindow.as_of_date;
+        previousFilters.purchase_date_bridge_selected = purchaseBridgeWindow.purchase_date_bridge_selected;
+        previousFilters.purchase_date_bridge_first = purchaseBridgeWindow.purchase_date_bridge_first;
+        previousFilters.purchase_date_bridge_last = purchaseBridgeWindow.purchase_date_bridge_last;
+        previousFilters.purchase_date_bridge_basis = purchaseBridgeWindow.purchase_date_bridge_basis;
+        previousFilters.purchase_date_bridge_has_multiple = purchaseBridgeWindow.purchase_date_bridge_has_multiple;
       }
     }
     previousFilters = applyTemporalCarryoverFilters(

llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts

@@ -426,6 +426,25 @@ function detectBroadBusinessEvaluation(text) {
       family: "broad_business_evaluation"
     };
   }
+  if (
+    /(?:что\s+(?:дальше\s+)?провер\w*|что\s+провер\w*\s+дальше|следующ\w*\s+шаг|в\s+первую\s+очередь\s+провер\w*|next\s+checks?|next\s+steps?)/iu.test(
+      normalized
+    )
+  ) {
+    return {
+      family: "broad_business_evaluation"
+    };
+  }
+  if (
+    /(?:поставщик|закуп|исходящ|плат[её]ж|supplier|vendor|procurement|outgoing|payout)/iu.test(normalized) &&
+    /(?:зависим|завязан|концентрац|ключев|основн|критич|dependency|concentration|key|critical)/iu.test(
+      normalized
+    )
+  ) {
+    return {
+      family: "broad_business_evaluation"
+    };
+  }
   if (hasOrganizationLevelEarningsOverviewSignal(normalized)) {
     return {
       family: "broad_business_evaluation"

llm_normalizer/backend/src/types/addressQuery.ts

@@ -163,6 +163,11 @@ export interface AddressFilterSet {
   warehouse?: string;
   document_type?: string;
   document_ref?: string;
+  purchase_date_bridge_selected?: string;
+  purchase_date_bridge_first?: string;
+  purchase_date_bridge_last?: string;
+  purchase_date_bridge_basis?: string;
+  purchase_date_bridge_has_multiple?: boolean;
   status?: string;
   limit?: number;
   sort?: "period_desc" | "period_asc";

llm_normalizer/backend/tests/addressFollowupTemporalRegression.test.ts

@@ -244,7 +244,12 @@ describe("address follow-up temporal regressions", () => {
         organization: 'ООО "Альтернатива Плюс"',
         period_from: "2015-02-01",
         period_to: "2015-02-28",
-        as_of_date: "2016-03-31"
+        as_of_date: "2015-02-28",
+        purchase_date_bridge_selected: "2015-02-05",
+        purchase_date_bridge_first: "2015-02-05",
+        purchase_date_bridge_last: "2015-07-22",
+        purchase_date_bridge_basis: "first_confirmed_purchase_default",
+        purchase_date_bridge_has_multiple: true
       },
       previous_anchor_type: "item",
       previous_anchor_value: "Рабочая станция универсального специалиста"
@@ -254,7 +259,98 @@ describe("address follow-up temporal regressions", () => {
     expect(result?.intent.intent).toBe("vat_liability_confirmed_for_tax_period");
     expect(result?.filters.extracted_filters.period_from).toBe("2015-02-01");
     expect(result?.filters.extracted_filters.period_to).toBe("2015-02-28");
-    expect(result?.baseReasons).toContain("period_from_followup_context");
+    expect(result?.filters.extracted_filters.as_of_date).toBe("2015-02-28");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_selected).toBe("2015-02-05");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_has_multiple).toBe(true);
+    expect(result?.baseReasons).toContain("period_from_purchase_date_bridge_followup_context");
+    expect(result?.baseReasons).toContain("purchase_date_bridge_from_followup_context");
+  });
+
+  it("does not reuse purchase-date VAT bridge when the next VAT question has an explicit period", () => {
+    const result = runAddressDecomposeStage("а какой ндс мы должны сгрузить на март 2020?", {
+      previous_intent: "vat_liability_confirmed_for_tax_period",
+      target_intent: "vat_liability_confirmed_for_tax_period",
+      previous_filters: {
+        item: "Рабочая станция универсального специалиста",
+        organization: 'ООО "Альтернатива Плюс"',
+        period_from: "2015-02-01",
+        period_to: "2015-02-28",
+        as_of_date: "2015-02-28",
+        purchase_date_bridge_selected: "2015-02-05",
+        purchase_date_bridge_first: "2015-02-05",
+        purchase_date_bridge_last: "2015-07-22",
+        purchase_date_bridge_basis: "first_confirmed_purchase_default",
+        purchase_date_bridge_has_multiple: true
+      },
+      previous_anchor_type: "organization",
+      previous_anchor_value: 'ООО "Альтернатива Плюс"'
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(result?.filters.extracted_filters.period_from).toBe("2020-03-01");
+    expect(result?.filters.extracted_filters.period_to).toBe("2020-03-31");
+    expect(result?.filters.extracted_filters.as_of_date).toBeUndefined();
+    expect(result?.filters.extracted_filters.purchase_date_bridge_selected).toBeUndefined();
+    expect(result?.baseReasons).toContain("purchase_date_bridge_suppressed_by_explicit_temporal_scope");
+    expect(result?.baseReasons).not.toContain("period_from_purchase_date_bridge_followup_context");
+  });
+
+  it("keeps first confirmed purchase VAT recalculation in the VAT lane without repeating VAT wording", () => {
+    const result = runAddressDecomposeStage("если у нее несколько закупок, посчитай по первой подтвержденной покупке", {
+      previous_intent: "vat_liability_confirmed_for_tax_period",
+      target_intent: "vat_liability_confirmed_for_tax_period",
+      previous_filters: {
+        organization: 'ООО "Альтернатива Плюс"',
+        period_from: "2015-02-01",
+        period_to: "2015-02-28",
+        as_of_date: "2015-02-28",
+        purchase_date_bridge_selected: "2015-02-05",
+        purchase_date_bridge_first: "2015-02-05",
+        purchase_date_bridge_last: "2015-07-22",
+        purchase_date_bridge_basis: "first_confirmed_purchase_default",
+        purchase_date_bridge_has_multiple: true
+      },
+      previous_anchor_type: "organization",
+      previous_anchor_value: 'ООО "Альтернатива Плюс"'
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_selected).toBe("2015-02-05");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_basis).toBe("first_confirmed_purchase");
+    expect(result?.filters.extracted_filters.period_from).toBe("2015-02-01");
+    expect(result?.filters.extracted_filters.period_to).toBe("2015-02-28");
+    expect(result?.baseReasons).toContain("intent_adjusted_to_inventory_purchase_date_vat_bridge");
+    expect(result?.baseReasons).toContain("purchase_date_bridge_from_followup_context");
+  });
+
+  it("keeps last confirmed purchase VAT recalculation and moves the tax period to the last purchase month", () => {
+    const result = runAddressDecomposeStage("а теперь по последней подтвержденной покупке", {
+      previous_intent: "vat_liability_confirmed_for_tax_period",
+      target_intent: "vat_liability_confirmed_for_tax_period",
+      previous_filters: {
+        organization: 'ООО "Альтернатива Плюс"',
+        period_from: "2015-02-01",
+        period_to: "2015-02-28",
+        as_of_date: "2015-02-28",
+        purchase_date_bridge_selected: "2015-02-05",
+        purchase_date_bridge_first: "2015-02-05",
+        purchase_date_bridge_last: "2015-07-22",
+        purchase_date_bridge_basis: "first_confirmed_purchase",
+        purchase_date_bridge_has_multiple: true
+      },
+      previous_anchor_type: "organization",
+      previous_anchor_value: 'ООО "Альтернатива Плюс"'
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_selected).toBe("2015-07-22");
+    expect(result?.filters.extracted_filters.purchase_date_bridge_basis).toBe("last_confirmed_purchase");
+    expect(result?.filters.extracted_filters.period_from).toBe("2015-07-01");
+    expect(result?.filters.extracted_filters.period_to).toBe("2015-07-31");
+    expect(result?.filters.extracted_filters.as_of_date).toBe("2015-07-31");
   });
   it("clears counterparty noise from bare organization clarification selections that resume inventory", () => {
     const result = runAddressDecomposeStage("АЛЬТЕРНАТИВА", {

llm_normalizer/backend/tests/addressInventoryAgingFollowup.test.ts

@@ -4,6 +4,44 @@ import { runAddressDecomposeStage } from "../src/services/address_runtime/decomp
 import { composeFactualReply } from "../src/services/address_runtime/composeStage";
 
 describe("inventory aging follow-up", () => {
+  it("clears organization alias item on root old-stock questions with LLM organization semantics", () => {
+    const result = runAddressDecomposeStage(
+      'Есть ли у ООО "Альтернатива Плюс" остатки товара, которые закупались очень давно',
+      null,
+      {
+        scope_target_kind: "organization",
+        scope_target_text: 'ООО "Альтернатива Плюс"',
+        date_scope_kind: "implicit_current",
+        self_scope_detected: false,
+        selected_object_scope_detected: false
+      }
+    );
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("inventory_aging_by_purchase_date");
+    expect(result?.filters.extracted_filters.organization).toBe('ООО "Альтернатива Плюс"');
+    expect(result?.filters.extracted_filters.item).toBeUndefined();
+    expect(result?.baseReasons).toContain("item_cleared_as_organization_scope_alias_for_stock_aging");
+  });
+
+  it("does not mistake an explicit organization name for an inventory item in old-stock questions", () => {
+    const result = runAddressDecomposeStage('Есть ли у ООО "Альтернатива Плюс" остатки товара, которые закупались очень давно', {
+      previous_intent: "inventory_aging_by_purchase_date",
+      previous_filters: {
+        organization: 'ООО "Альтернатива Плюс"',
+        as_of_date: "2026-05-25"
+      },
+      previous_anchor_type: "organization",
+      previous_anchor_value: 'ООО "Альтернатива Плюс"'
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("inventory_aging_by_purchase_date");
+    expect(result?.filters.extracted_filters.organization).toBe('ООО "Альтернатива Плюс"');
+    expect(result?.filters.extracted_filters.item).toBeUndefined();
+    expect(result?.baseReasons).toContain("item_cleared_as_organization_scope_alias_for_stock_aging");
+  });
+
   it("keeps carried date window for 'на эту дату' aging follow-up", () => {
     const result = runAddressDecomposeStage("Какие остатки по товарам на эту дату относятся к старым закупкам", {
       previous_intent: "inventory_purchase_provenance_for_item",

llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts

@@ -2182,6 +2182,49 @@ describe("address compose stage utf8 headers", () => {
     expect(reply.text).toContain("книг продаж/покупок");
   });
 
+  it("discloses ambiguous inventory purchase-date VAT bridge instead of hiding the selected date", () => {
+    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: "2015-02-28",
+        organizationHint: "ООО Альтернатива Плюс",
+        purchaseDateBridge: {
+          selectedPurchaseDate: "2015-02-05",
+          firstPurchaseDate: "2015-02-05",
+          lastPurchaseDate: "2015-07-22",
+          basis: "first_confirmed_purchase_default",
+          hasMultiplePurchaseDates: true
+        },
+        useRubCurrency: true
+      }
+    );
+
+    expect(reply.text).toContain("если брать первую подтвержденную дату закупки 05.02.2015");
+    expect(reply.text).toContain("у позиции несколько подтвержденных дат закупки");
+    expect(reply.text).toContain("05.02.2015..22.07.2015");
+  });
+
   it("formats VAT forecast amounts in rubles and emphasizes numbers when requested", () => {
     const reply = composeFactualReply(
       "vat_payable_forecast",
@@ -2906,6 +2949,12 @@ describe("address intent resolver expansion (M2.3a)", () => {
     expect(result.reasons).toContain("unicode_business_overview_supplier_quality_deferred_to_discovery");
   });
 
+  it("defers supplier dependency follow-up wording to business overview discovery instead of bank ops by pseudo-counterparty", () => {
+    const result = resolveAddressIntent("а по поставщикам и исходящим платежам от кого зависимость?");
+    expect(result.intent).toBe("unknown");
+    expect(result.reasons).toContain("unicode_business_overview_supplier_quality_deferred_to_discovery");
+  });
+
   it("routes reconciliation mismatch wording into open contracts intent", () => {
     const result = resolveAddressIntent(
       "Покажи контрагентов, по которым сальдо скорее всего не совпадет с их актом сверки. Может, стоит поторопиться и запросить сверку?"
@@ -4059,6 +4108,67 @@ describe("address query limited taxonomy and stage diagnostics", { timeout: 9000
     expect(result?.debug.route_expectation_status).toBe("matched");
   });
 
+  it("normalizes carried monthly debt period into VAT tax quarter for same-period follow-up", async () => {
+    const service = new AddressQueryService();
+    const result = await service.tryHandle("а какой ндс мы должны примерно заплатить за этот период?", {
+      followupContext: {
+        previous_intent: "receivables_confirmed_as_of_date",
+        previous_filters: {
+          organization: 'ООО "Альтернатива Плюс"',
+          period_from: "2017-05-01",
+          period_to: "2017-05-31",
+          as_of_date: "2017-05-31"
+        },
+        previous_anchor_type: "organization",
+        previous_anchor_value: 'ООО "Альтернатива Плюс"',
+        target_intent: "vat_liability_confirmed_for_tax_period"
+      }
+    });
+
+    expect(result?.handled).toBe(true);
+    expect(result?.debug.detected_intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(result?.debug.selected_recipe).toBe("address_vat_liability_confirmed_tax_period_v1");
+    expect(result?.debug.extracted_filters.period_from).toBe("2017-04-01");
+    expect(result?.debug.extracted_filters.period_to).toBe("2017-06-30");
+    expect(result?.debug.reasons).toContain("period_from_from_followup_context");
+    expect(result?.debug.reasons).toContain("period_derived_from_tax_quarter_for_confirmed_vat_liability");
+    expect(String(result?.reply_text ?? "")).toContain("01.04.2017..30.06.2017");
+  }, 35000);
+
+  it("normalizes purchase-date VAT bridge month into the selected date tax quarter", async () => {
+    const service = new AddressQueryService();
+    const result = await service.tryHandle("ндс можешь прикинуть на дату покупки рабочей станции?", {
+      followupContext: {
+        previous_intent: "inventory_purchase_provenance_for_item",
+        target_intent: "vat_liability_confirmed_for_tax_period",
+        previous_filters: {
+          item: "Рабочая станция универсального специалиста",
+          organization: 'ООО "Альтернатива Плюс"',
+          period_from: "2015-02-01",
+          period_to: "2015-02-28",
+          as_of_date: "2015-02-28",
+          purchase_date_bridge_selected: "2015-02-05",
+          purchase_date_bridge_first: "2015-02-05",
+          purchase_date_bridge_last: "2015-07-22",
+          purchase_date_bridge_basis: "first_confirmed_purchase_default",
+          purchase_date_bridge_has_multiple: true
+        },
+        previous_anchor_type: "item",
+        previous_anchor_value: "Рабочая станция универсального специалиста"
+      }
+    });
+
+    expect(result?.handled).toBe(true);
+    expect(result?.debug.detected_intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(result?.debug.extracted_filters.period_from).toBe("2015-01-01");
+    expect(result?.debug.extracted_filters.period_to).toBe("2015-03-31");
+    expect(result?.debug.extracted_filters.purchase_date_bridge_selected).toBe("2015-02-05");
+    expect(result?.debug.reasons).toContain("period_from_purchase_date_bridge_followup_context");
+    expect(result?.debug.reasons).toContain("period_derived_from_tax_quarter_for_confirmed_vat_liability");
+    expect(String(result?.reply_text ?? "")).toContain("05.02.2015");
+    expect(String(result?.reply_text ?? "")).toContain("01.01.2015..31.03.2015");
+  }, 35000);
+
   it("routes customer lifecycle question into dedicated aggregate recipe", async () => {
     const service = new AddressQueryService();
     const result = await service.tryHandle("Какие заказчики работали с нами в 2020 году?");
@@ -5741,6 +5851,24 @@ it("routes old purchase residue questions to aging-by-purchase-date", () => {
     expect(plan.query).toContain("ПОДСТРОКА(ЕСТЬNULL(Остатки.Счет.Код, \"\"), 1, 5) = \"41.01\"");
   });
 
+  it("builds old-stock aging query from positive stock snapshot plus purchase history", () => {
+    const selected = selectAddressRecipe("inventory_aging_by_purchase_date", {
+      organization: 'ООО "Альтернатива Плюс"',
+      as_of_date: "2026-04-18"
+    });
+    expect(selected.selected_recipe?.recipe_id).toBe("address_inventory_aging_by_purchase_date_v1");
+    const plan = buildAddressRecipePlan(selected.selected_recipe!, {
+      organization: 'ООО "Альтернатива Плюс"',
+      as_of_date: "2026-04-18"
+    });
+
+    expect(plan.query).toContain("РегистрБухгалтерии.Хозрасчетный.Остатки(");
+    expect(plan.query).toContain("Документ.ПоступлениеТоваровУслуг.Товары");
+    expect(plan.query).toContain("Остатки.КоличествоРазвернутыйОстатокДт > 0");
+    expect(plan.query).toContain("Товары.Номенклатура В");
+    expect(plan.query).toContain("Товары.Ссылка.Дата <= ДАТАВРЕМЯ(2026, 4, 18, 23, 59, 59)");
+  });
+
   it("renders confirmed inventory-on-hand snapshot from normalized rows", () => {
     const reply = composeFactualReply(
       "inventory_on_hand_as_of_date",
@@ -5776,6 +5904,59 @@ it("routes old purchase residue questions to aging-by-purchase-date", () => {
     expect(reply.semantics?.balance_confirmed).toBe(true);
   });
 
+  it("renders old-stock aging only for items that are still in positive stock", () => {
+    const reply = composeFactualReply(
+      "inventory_aging_by_purchase_date",
+      [
+        {
+          period: "2015-02-05T00:00:00Z",
+          registrator: "Поступление товаров и услуг 00000000001 от 05.02.2015",
+          account_dt: "41.01",
+          account_kt: "",
+          amount: 1000,
+          analytics: ["Старый проданный товар", 'ООО "Альтернатива Плюс"', "Поставщик А"],
+          item: "Старый проданный товар",
+          organization: 'ООО "Альтернатива Плюс"',
+          counterparty: "Поставщик А",
+          quantity: 1
+        },
+        {
+          period: "2017-03-10T00:00:00Z",
+          registrator: "Поступление товаров и услуг 00000000002 от 10.03.2017",
+          account_dt: "41.01",
+          account_kt: "",
+          amount: 2500,
+          analytics: ["Товар в остатке", 'ООО "Альтернатива Плюс"', "Поставщик Б"],
+          item: "Товар в остатке",
+          organization: 'ООО "Альтернатива Плюс"',
+          counterparty: "Поставщик Б",
+          quantity: 2
+        },
+        {
+          period: "2026-04-18T23:59:59Z",
+          registrator: "Остатки на дату",
+          account_dt: "41.01",
+          account_kt: "",
+          amount: 2500,
+          analytics: ["Товар в остатке", "Основной склад", 'ООО "Альтернатива Плюс"'],
+          item: "Товар в остатке",
+          warehouse: "Основной склад",
+          organization: 'ООО "Альтернатива Плюс"',
+          quantity: 2
+        }
+      ],
+      {
+        asOfDate: "2026-04-18",
+        useRubCurrency: true
+      }
+    );
+
+    expect(reply.responseType).toBe("FACTUAL_SUMMARY");
+    expect(reply.text.split("\n")[0]).toContain("Товар в остатке");
+    expect(reply.text).toContain("положительным остатком");
+    expect(reply.text).not.toContain("Старый проданный товар");
+  });
+
   it("sorts inventory-on-hand positions by amount before rendering the top list", () => {
     const reply = composeFactualReply(
       "inventory_on_hand_as_of_date",

llm_normalizer/backend/tests/addressReplyBuildersRegression.test.ts

@@ -270,7 +270,7 @@ describe("address reply builders regressions", () => {
     );
 
     const firstLine = result?.text.split("\n")[0] ?? "";
-    expect(firstLine).toContain("К самым старым закупкам");
+    expect(firstLine).toContain("фактических положительных остатков");
     expect(firstLine).not.toContain("2026-04-18");
   });
 

llm_normalizer/backend/tests/assistantDeepTurnResponseRuntimeAdapter.test.ts

@@ -245,4 +245,90 @@ describe("assistant deep turn response runtime adapter", () => {
       })
     );
   });
+
+  it("sanitizes guarded MCP discovery candidates before finalizing the visible reply", () => {
+    const runPackagingRuntime = vi.fn(() => ({
+      messageId: "msg-a1",
+      investigationStateSnapshot: null,
+      droppedIntentSegments: [],
+      analysisContextForContract: null,
+      routesForDebug: [],
+      resolvedExecutionState: [],
+      safeAssistantReplyBase: "bad-base",
+      safeAssistantReply: "bad deep partial answer",
+      debug: { trace_id: "trace-1" },
+      assistantItem: {
+        message_id: "msg-a1",
+        session_id: "asst-1",
+        role: "assistant",
+        text: "bad deep partial answer",
+        reply_type: "partial_coverage",
+        created_at: "2026-04-10T00:00:00.000Z",
+        trace_id: "trace-1",
+        debug: null
+      },
+      deepAnalysisLogDetails: {}
+    }));
+    const sanitizeReply = vi.fn((value: string) =>
+      value.replace(/^\u041a\u043e\u0440\u043e\u0442\u043a\u043e:\s*/u, "")
+    );
+    const runFinalizeDeepTurn = vi.fn((input) => ({
+      response: {
+        ok: true,
+        session_id: "asst-1",
+        assistant_reply: input.assistantReply,
+        reply_type: input.replyType,
+        conversation_item: input.assistantItem,
+        conversation: [],
+        debug: input.debug
+      }
+    }));
+
+    const runtime = runAssistantDeepTurnResponseRuntime(
+      buildBaseInput({
+        composition: { reply_type: "partial_coverage" },
+        sanitizeReply,
+        addressRuntimeMetaForDeep: {
+          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: { should_run_discovery: true },
+            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: "Коротко: Discovery answer",
+                confirmed_lines: ["Confirmed fact"],
+                inference_lines: [],
+                unknown_lines: [],
+                limitation_lines: [],
+                next_step_line: null
+              }
+            },
+            reason_codes: []
+          }
+        },
+        runPackagingRuntime,
+        runFinalizeDeepTurn
+      })
+    );
+
+    expect(sanitizeReply).toHaveBeenCalledWith(expect.not.stringContaining("Коротко:"), "bad deep partial answer");
+    expect(runtime.response.assistant_reply).toContain("Discovery answer");
+    expect(runtime.response.assistant_reply).not.toContain("Коротко:");
+    expect(runFinalizeDeepTurn).toHaveBeenCalledWith(
+      expect.objectContaining({
+        assistantReply: expect.not.stringContaining("Коротко:"),
+        assistantItem: expect.objectContaining({
+          text: expect.not.stringContaining("Коротко:")
+        })
+      })
+    );
+  });
 });

llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts

@@ -202,7 +202,8 @@ describe("assistant MCP discovery response candidate", () => {
       })
     );
 
-    expect(candidate.reply_text).toContain("нельзя точно подтвердить чистую прибыль");
+    expect(candidate.reply_text).toContain("чистую прибыль и маржу не подтверждаю");
+    expect(candidate.reply_text).toContain("расчетное нетто");
     expect(candidate.reply_text).toContain("полный отчет о прибылях и убытках");
     expect(candidate.reply_text).toContain("себестоимости");
     expect(candidate.reply_text).not.toContain("47 628 853");
@@ -464,6 +465,64 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("business_overview_route_template_v1");
   });
 
+  it("formats reviewed supplier dependency answers without duplicated period or punctuation", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            asked_domain_family: "business_overview",
+            asked_action_family: "vendor_risk_procurement_boundary",
+            unsupported_but_understood_family: "vendor_risk_procurement_boundary"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            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: {
+              vendor_procurement_quality: {
+                period_scope: "за все доступное проверенное окно",
+                total_outgoing_amount_human_ru: "137 963 720,37 руб.",
+                top_outgoing_counterparty: {
+                  axis_value: "ГТК-Интер, ООО",
+                  total_amount_human_ru: "44 943 460 руб."
+                },
+                top_outgoing_share_pct: 32.58,
+                used_contracts: 291,
+                total_contracts: 394,
+                used_contract_share_pct: 73.86,
+                evidence_status: "reviewed_procurement_concentration"
+              }
+            }
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference",
+            headline: "Vendor route.",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    expect(candidate.reply_text).toContain("ГТК-Интер, ООО держит около 32.58% (44 943 460 руб.)");
+    expect(candidate.reply_text).toContain("Это не аудит поставщиков");
+    expect(candidate.reply_text).not.toContain("за за");
+    expect(candidate.reply_text).not.toContain("руб..");
+  });
+
   it("uses a compact direct answer for business-overview top year questions", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -705,6 +764,77 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("wide overview");
   });
 
+  it("leads earnings wording with accounting result when explicit-period proof is available", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message: "а за 2017 мы скок заработали?",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс",
+            explicit_date_scope: "2017"
+          },
+          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: "2017",
+              incoming_customer_revenue: {
+                total_amount_human_ru: "16 932 063,96 руб."
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "15 617 432,52 руб."
+              },
+              net_amount_human_ru: "1 314 631,44 руб.",
+              net_direction: "net_incoming",
+              top_customers: [],
+              top_suppliers: [],
+              accounting_financial_result: {
+                final_result_direction: "profit",
+                final_result_amount_human_ru: "116 938,23 руб.",
+                net_margin_to_revenue_pct: 1.03,
+                period_scope: "2017"
+              }
+            }
+          },
+          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("учетная прибыль");
+    expect(candidate.reply_text).toContain("116 938,23");
+    expect(candidate.reply_text).toContain("маржа");
+    expect(candidate.reply_text).toContain("1.03%");
+    expect(candidate.reply_text).toContain("денежное нетто");
+    expect(candidate.reply_text).toContain("1 314 631,44");
+    expect(candidate.reply_text).toContain("разные метрики");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
   it("uses compact cashflow output for one-line no-breakdown wording", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -779,6 +909,72 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("wide overview");
   });
 
+  it("marks all-time earnings wording as limited when cashflow probes hit row limits", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message: "сколько вообще денег мы заработали за все время?",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс"
+          },
+          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: {
+              incoming_customer_revenue: {
+                total_amount_human_ru: "285 819 547,57 руб.",
+                coverage_limited_by_probe_limit: true
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "137 963 720,37 руб.",
+                coverage_limited_by_probe_limit: true
+              },
+              net_amount_human_ru: "147 855 827,20 руб.",
+              net_direction: "net_incoming",
+              top_customers: [],
+              top_suppliers: [],
+              accounting_financial_result: null,
+              coverage_limited_by_probe_limit: true
+            }
+          },
+          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("точную учетную прибыль");
+    expect(candidate.reply_text).toContain("не подтверждаю");
+    expect(candidate.reply_text).toContain("ограниченном денежном срезе");
+    expect(candidate.reply_text).toContain("285 819 547,57");
+    expect(candidate.reply_text).toContain("147 855 827,20");
+    expect(candidate.reply_text).toContain("не считаю полным бухгалтерским оборотом");
+    expect(candidate.reply_text).not.toContain("wide overview");
+  });
+
   it("keeps broad overview layers when direct-money reason is present", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -866,7 +1062,7 @@ describe("assistant MCP discovery response candidate", () => {
       })
     );
 
-    expect(candidate.reply_text).toContain("Что видно:");
+    expect(candidate.reply_text).toContain("Что видно в ограниченном денежном срезе:");
     expect(candidate.reply_text).toContain("НДС:");
     expect(candidate.reply_text).toContain("Долги:");
     expect(candidate.reply_text).toContain("Склад:");
@@ -875,6 +1071,67 @@ describe("assistant MCP discovery response candidate", () => {
     expect(candidate.reply_text).not.toContain("wide overview");
   });
 
+  it("answers business overview next-check follow-ups with a concrete analyst plan first", () => {
+    const candidate = buildAssistantMcpDiscoveryResponseCandidate(
+      entryPoint({
+        turn_input: {
+          adapter_status: "ready",
+          turn_meaning_ref: {
+            raw_message: "что дальше проверять в первую очередь?",
+            asked_action_family: "broad_evaluation",
+            unsupported_but_understood_family: "broad_business_evaluation",
+            explicit_organization_scope: "ООО Альтернатива Плюс"
+          },
+          data_need_graph: {
+            business_fact_family: "business_overview",
+            ranking_need: null,
+            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: {
+              incoming_customer_revenue: {
+                total_amount_human_ru: "285 819 547,57 руб.",
+                coverage_limited_by_probe_limit: true
+              },
+              outgoing_supplier_payout: {
+                total_amount_human_ru: "137 963 720,37 руб.",
+                coverage_limited_by_probe_limit: true
+              },
+              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: "generic advice should not leak",
+            confirmed_lines: [],
+            inference_lines: [],
+            unknown_lines: [],
+            limitation_lines: [],
+            next_step_line: null
+          }
+        }
+      })
+    );
+
+    const firstLine = candidate.reply_text?.split("\n")[0] ?? "";
+    expect(firstLine).toContain("чистую прибыль через закрытие 90/91/99");
+    expect(firstLine).toContain("топ-3");
+    expect(firstLine).toContain("долги");
+    expect(firstLine).toContain("складские остатки");
+    expect(candidate.reply_text).toContain("не считаю полным бухгалтерским оборотом");
+    expect(candidate.reply_text).not.toContain("generic advice");
+  });
+
   it("keeps counterparty leaders for money followups instead of compact cashflow", () => {
     const candidate = buildAssistantMcpDiscoveryResponseCandidate(
       entryPoint({
@@ -1288,6 +1545,11 @@ describe("assistant MCP discovery response candidate", () => {
       })
     );
 
+    const firstLine = candidate.reply_text?.split("\n")[0] ?? "";
+    expect(firstLine).toContain("по ограниченному проверенному 1С-срезу");
+    expect(firstLine).toContain("не аудиторское заключение");
+    expect(firstLine).toContain("не подтвержденная чистая прибыль");
+    expect(candidate.reply_text).toContain("Что видно в ограниченном денежном срезе");
     expect(candidate.reply_text).toContain("Что не подтверждено в этом срезе");
     expect(candidate.reply_text).toContain("НДС");
     expect(candidate.reply_text).toContain("долги");

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -48,6 +48,37 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).toContain("mcp_discovery_response_policy_candidate_applied");
   });
 
+  it("removes routine short-answer prefix from applied guarded candidates", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply: "route is not wired",
+      currentReplySource: "deterministic_unsupported_current_turn_boundary",
+      modeDecisionReason: "unsupported_current_turn_meaning_boundary",
+      addressRuntimeMeta: {
+        mcpDiscoveryRuntimeEntryPoint: entryPoint({
+          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: "Коротко: Confirmed scoped answer.",
+              confirmed_lines: ["Коротко: Confirmed fact"],
+              inference_lines: [],
+              unknown_lines: [],
+              limitation_lines: [],
+              next_step_line: null
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.reply_text).toContain("Confirmed scoped answer.");
+    expect(result.reply_text).not.toContain("Коротко:");
+  });
+
   it("keeps the current reply when the turn is not an unsupported boundary", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "regular chat",

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts

@@ -2637,6 +2637,70 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.data_need_graph?.clarification_gaps).toEqual([]);
   });
 
+  it("keeps supplier dependency follow-ups in business overview instead of pseudo-counterparty bank operations", () => {
+    const orgName = "ООО Альтернатива Плюс";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "а по поставщикам и исходящим платежам от кого зависимость?",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty",
+        asked_action_family: "list_movements",
+        explicit_intent_candidate: "bank_operations_by_counterparty",
+        explicit_entity_candidates: ["поставщикам"]
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_discovery_loop_selected_chain_id: "business_overview",
+        previous_filters: {
+          organization: orgName
+        }
+      }
+    });
+
+    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.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "vendor_risk_procurement_boundary",
+      explicit_organization_scope: orgName,
+      unsupported_but_understood_family: "vendor_risk_procurement_boundary",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.reason_codes).toContain("mcp_discovery_business_overview_supplier_dependency_followup_boundary");
+  });
+
+  it("keeps supplier dependency follow-ups in the procurement boundary after broad-business meaning normalization", () => {
+    const orgName = "ООО Альтернатива Плюс";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "а по поставщикам и исходящим платежам от кого зависимость?",
+      assistantTurnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "broad_evaluation",
+        explicit_organization_scope: orgName,
+        unsupported_but_understood_family: "broad_business_evaluation"
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "vendor_risk_procurement_boundary",
+      explicit_organization_scope: orgName,
+      unsupported_but_understood_family: "vendor_risk_procurement_boundary",
+      stale_replay_forbidden: true
+    });
+    expect(result.reason_codes).toContain("mcp_discovery_business_overview_supplier_dependency_followup_boundary");
+  });
+
   it("resumes an open-scope total clarification loop from saved state when the user resolves the pending period with all-time wording", () => {
     const orgName = "ООО Альтернатива Плюс";
     const result = buildAssistantMcpDiscoveryTurnInput({

llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts

@@ -214,6 +214,152 @@ describe("assistantTransitionPolicy", () => {
     expect(contract.decision).toBe("continue_previous");
   });
 
+  it("carries explicit purchase-date VAT bridge facts without silently losing ambiguity", () => {
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: () => ({
+        role: "assistant",
+        text: [
+          "По позиции Рабочая станция до 31.03.2016 однозначный поставщик не подтвержден.",
+          "- Первая найденная дата закупки: 05.02.2015.",
+          "- Последняя найденная дата закупки: 22.07.2015."
+        ].join("\n"),
+        debug: {
+          detected_intent: "inventory_purchase_provenance_for_item",
+          extracted_filters: {
+            item: "Рабочая станция",
+            organization: 'ООО "Альтернатива Плюс"',
+            as_of_date: "2016-03-31"
+          },
+          anchor_type: "item",
+          anchor_value_resolved: "Рабочая станция"
+        }
+      })
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      "ндс можешь прикинуть на дату покупки рабочей станции?",
+      [],
+      null,
+      null,
+      null
+    );
+
+    expect(carryover?.followupContext?.target_intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
+      period_from: "2015-02-01",
+      period_to: "2015-02-28",
+      as_of_date: "2015-02-28",
+      purchase_date_bridge_selected: "2015-02-05",
+      purchase_date_bridge_first: "2015-02-05",
+      purchase_date_bridge_last: "2015-07-22",
+      purchase_date_bridge_basis: "first_confirmed_purchase_default",
+      purchase_date_bridge_has_multiple: true
+    });
+  });
+
+  it("can retarget a follow-up VAT recalculation to the last confirmed purchase date", () => {
+    const items = [
+      {
+        role: "assistant",
+        text: [
+          "По позиции Рабочая станция до 31.03.2016 однозначный поставщик не подтвержден.",
+          "- Первая найденная дата закупки: 05.02.2015.",
+          "- Последняя найденная дата закупки: 22.07.2015."
+        ].join("\n"),
+        debug: {
+          detected_intent: "inventory_purchase_provenance_for_item",
+          extracted_filters: {
+            item: "Рабочая станция",
+            organization: 'ООО "Альтернатива Плюс"'
+          }
+        }
+      },
+      {
+        role: "assistant",
+        text: "Коротко: если брать первую подтвержденную дату закупки 05.02.2015, НДС к уплате 100.",
+        debug: {
+          detected_intent: "vat_liability_confirmed_for_tax_period",
+          extracted_filters: {
+            item: "Рабочая станция",
+            organization: 'ООО "Альтернатива Плюс"',
+            purchase_date_bridge_selected: "2015-02-05"
+          }
+        }
+      }
+    ];
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: (sourceItems: unknown[]) => {
+        const list = sourceItems as Record<string, unknown>[];
+        return list[list.length - 1];
+      }
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      "а теперь по последней подтвержденной покупке",
+      items,
+      null,
+      null,
+      {
+        session_context: {
+          active_focus_object: {
+            object_type: "item",
+            label: "Рабочая станция"
+          }
+        }
+      }
+    );
+
+    expect(carryover?.followupContext?.target_intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
+      period_from: "2015-07-01",
+      period_to: "2015-07-31",
+      as_of_date: "2015-07-31",
+      purchase_date_bridge_selected: "2015-07-22",
+      purchase_date_bridge_basis: "last_confirmed_purchase"
+    });
+  });
+
+  it("continues purchase-date VAT recalculation from prior VAT bridge filters without relying on active item focus", () => {
+    const policy = buildPolicy({
+      findLastAddressAssistantItem: () => ({
+        role: "assistant",
+        text: "Коротко: если брать первую подтвержденную дату закупки 05.02.2015, НДС к уплате 100.",
+        debug: {
+          detected_intent: "vat_liability_confirmed_for_tax_period",
+          extracted_filters: {
+            organization: 'ООО "Альтернатива Плюс"',
+            period_from: "2015-02-01",
+            period_to: "2015-02-28",
+            as_of_date: "2015-02-28",
+            purchase_date_bridge_selected: "2015-02-05",
+            purchase_date_bridge_first: "2015-02-05",
+            purchase_date_bridge_last: "2015-07-22",
+            purchase_date_bridge_basis: "first_confirmed_purchase_default",
+            purchase_date_bridge_has_multiple: true
+          }
+        }
+      })
+    });
+
+    const carryover = policy.resolveAddressFollowupCarryoverContext(
+      "если у нее несколько закупок, посчитай по первой подтвержденной покупке",
+      [],
+      null,
+      null,
+      null
+    );
+
+    expect(carryover?.followupContext?.target_intent).toBe("vat_liability_confirmed_for_tax_period");
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
+      period_from: "2015-02-01",
+      period_to: "2015-02-28",
+      as_of_date: "2015-02-28",
+      purchase_date_bridge_selected: "2015-02-05",
+      purchase_date_bridge_basis: "first_confirmed_purchase",
+      purchase_date_bridge_has_multiple: true
+    });
+  });
+
   it("retargets displayed counterparty follow-up through shared referenced-entity carryover", () => {
     const policy = buildPolicy({
       findLastAddressAssistantItem: () => ({

llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts

@@ -303,6 +303,22 @@ describe("assistantTurnMeaningPolicy", () => {
     expect(supplierQuality.asked_action_family).toBe("broad_evaluation");
     expect(supplierQuality.unsupported_but_understood_family).toBe("broad_business_evaluation");
     expect(supplierQuality.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
+
+    const supplierDependencyFollowup = policy.resolveAssistantTurnMeaning({
+      rawUserMessage: "а по поставщикам и исходящим платежам от кого зависимость?"
+    });
+    expect(supplierDependencyFollowup.explicit_intent_candidate).toBeNull();
+    expect(supplierDependencyFollowup.asked_domain_family).toBe("business_summary");
+    expect(supplierDependencyFollowup.asked_action_family).toBe("broad_evaluation");
+    expect(supplierDependencyFollowup.unsupported_but_understood_family).toBe("broad_business_evaluation");
+
+    const nextChecks = policy.resolveAssistantTurnMeaning({
+      rawUserMessage: "что дальше проверять в первую очередь?"
+    });
+    expect(nextChecks.explicit_intent_candidate).toBeNull();
+    expect(nextChecks.asked_domain_family).toBe("business_summary");
+    expect(nextChecks.asked_action_family).toBe("broad_evaluation");
+    expect(nextChecks.unsupported_but_understood_family).toBe("broad_business_evaluation");
   });
 
   it("keeps selected-object profitability as an inventory exact intent instead of company overview", () => {

llm_normalizer/backend/tests/counterpartyAnalyticsReplyBuilders.test.ts

@@ -149,6 +149,40 @@ describe("counterparty analytics reply builders", () => {
     expect(reply.text).not.toContain("1. 2020 |");
   });
 
+  it("preserves raw dependency wording when the address lane receives a canonicalized inflow ranking", () => {
+    const reply = composeFactualReply(
+      "customer_revenue_and_payments",
+      [
+        {
+          period: "2020-03-01T00:00:00Z",
+          registrator: "Поступление 1",
+          account_dt: "",
+          account_kt: "",
+          amount: 500,
+          analytics: ["Малый клиент", "Договор 1"]
+        },
+        {
+          period: "2020-03-02T00:00:00Z",
+          registrator: "Поступление 2",
+          account_dt: "",
+          account_kt: "",
+          amount: 1200,
+          analytics: ["Главный клиент", "Договор 2"]
+        }
+      ],
+      {
+        rawUserMessage: "от кого мы больше всего зависим по входящим деньгам?",
+        userMessage: "определить контрагентов с наибольшим объемом входящих денежных потоков"
+      }
+    );
+
+    expect(reply.responseType).toBe("FACTUAL_LIST");
+    expect(reply.text.split("\n")[0]).toContain("Главный сигнал зависимости по входящим деньгам");
+    expect(reply.text.split("\n")[0]).toContain("Главный клиент");
+    expect(reply.text).toContain("сигнал концентрации");
+    expect(reply.text).toContain("не чистая прибыль");
+  });
+
   it("explains organization activity age as 1C activity rather than legal age", () => {
     const reply = composeFactualReply(
       "counterparty_activity_lifecycle",

llm_normalizer/data/shared_llm_connection.json

@@ -1,6 +1,6 @@
 {
   "schema_version": "shared_llm_connection_v1",
-  "updated_at": "2026-04-18T14:51:55.518Z",
+  "updated_at": "2026-05-25T13:27:06.297Z",
   "connection": {
     "llmProvider": "local",
     "model": "unsloth/qwen3-30b-a3b-instruct-2507",

llm_normalizer/frontend/dist/index.html

@@ -4,7 +4,7 @@
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>NDC AI Normalizer Playground</title>
-    <script type="module" crossorigin src="/assets/index-BdTHVNKv.js"></script>
+    <script type="module" crossorigin src="/assets/index-B26u5hxP.js"></script>
     <link rel="stylesheet" crossorigin href="/assets/index-D-Jp8Dx0.css">
   </head>
   <body>

llm_normalizer/frontend/src/api/client.ts

@@ -312,7 +312,6 @@ export const apiClient = {
 
   async sendAssistantMessage(input: {
     connection: ConnectionState;
-    prompts: PromptState;
     userMessage: string;
     sessionId?: string;
     promptVersion?: string;
@@ -336,10 +335,6 @@ export const apiClient = {
         temperature: input.connection.temperature,
         maxOutputTokens: input.connection.maxOutputTokens,
         promptVersion: input.promptVersion ?? "address_query_runtime_v1",
-        systemPrompt: input.prompts.systemPrompt,
-        developerPrompt: input.prompts.developerPrompt,
-        domainPrompt: input.prompts.domainPrompt,
-        fewShotExamples: input.prompts.fewShotExamples,
         context: {
           period_hint: input.context?.periodHint ?? "",
           business_context: input.context?.businessContext ?? ""
@@ -362,7 +357,6 @@ export const apiClient = {
       model?: string;
       assistant_prompt_version?: string;
       decomposition_prompt_version?: string;
-      prompt_fingerprint?: string;
     };
   }): Promise<{ ok: boolean; generation: AutoGenHistoryRecord }> {
     return request("/autoruns/autogen/save-assistant-session", {
@@ -534,35 +528,5 @@ export const apiClient = {
     return request(`/autoruns/autogen/history/${encodeURIComponent(generationId)}`, {
       method: "DELETE"
     });
-  },
-
-  async generateAutoRunQuestions(input: {
-    mode: AutoGenMode;
-    count: number;
-    domain?: string;
-    persist_to_eval_cases?: boolean;
-    generated_by?: string;
-    llm?: {
-      llm_provider?: "openai" | "local";
-      api_key?: string;
-      model?: string;
-      base_url?: string;
-      temperature?: number;
-      max_output_tokens?: number;
-    };
-    context?: {
-      llm_provider?: string;
-      model?: string;
-      assistant_prompt_version?: string;
-      decomposition_prompt_version?: string;
-      prompt_fingerprint?: string;
-      autogen_personality_id?: string;
-      autogen_personality_prompt?: string;
-    };
-  }): Promise<{ ok: boolean; generation: AutoGenHistoryRecord }> {
-    return request("/autoruns/autogen/generate", {
-      method: "POST",
-      body: JSON.stringify(input)
-    });
   }
 };

llm_normalizer/frontend/src/components/AutoRunsHistoryPanel.tsx

@@ -244,7 +244,7 @@ type UnifiedCommentListItem =
     };
 
 const DEFAULT_AUTOGEN_SETTINGS: AutoGenSettingsState = {
-  mode: "codex_creative",
+  mode: "saved_user_sessions",
   count: 24,
   personalityId: "general",
   personalityPrompts: buildDefaultPersonalityPrompts(),
@@ -723,7 +723,6 @@ export function AutoRunsHistoryPanel({
   const [dragOverQuestionIndex, setDragOverQuestionIndex] = useState<number | null>(null);
   const [activeAsyncJob, setActiveAsyncJob] = useState<AsyncEvalRunJob | null>(null);
   const [postAnalysis, setPostAnalysis] = useState<AutoRunPostAnalysisResponse | null>(null);
-  const [autoGenBusy, setAutoGenBusy] = useState(false);
   const [autogenRunBusy, setAutogenRunBusy] = useState(false);
   const [postAnalysisBusy, setPostAnalysisBusy] = useState(false);
   const [autogenHistoryBusy, setAutogenHistoryBusy] = useState(false);
@@ -801,10 +800,6 @@ export function AutoRunsHistoryPanel({
   const asyncJobPollTimerRef = useRef<number | null>(null);
   const questionEditorRef = useRef<HTMLInputElement | null>(null);
   const isSavedUserSessionsMode = autoGenSettings.mode === "saved_user_sessions";
-  const selectedPersonality = useMemo(
-    () => autogenPersonalities.find((item) => item.id === autoGenSettings.personalityId) ?? autogenPersonalities[0] ?? AUTOGEN_PERSONALITIES[0],
-    [autoGenSettings.personalityId, autogenPersonalities]
-  );
   const visibleAutoGenHistory = useMemo(
     () => autoGenHistory.filter((item) => item.mode === autoGenSettings.mode),
     [autoGenHistory, autoGenSettings.mode]
@@ -1104,7 +1099,6 @@ export function AutoRunsHistoryPanel({
     try {
       const response = await apiClient.sendAssistantMessage({
         connection,
-        prompts,
         userMessage,
         sessionId: assistantLiveSessionId || undefined,
         promptVersion: assistantPromptVersion,
@@ -1132,8 +1126,7 @@ export function AutoRunsHistoryPanel({
     assistantPromptVersion,
     connection,
     loadAssistantLiveAnnotationsForSession,
-    log,
-    prompts
+    log
   ]);
 
   const openAssistantLiveSaveModal = useCallback(() => {
@@ -1164,13 +1157,6 @@ export function AutoRunsHistoryPanel({
 
     setAssistantLiveSaveModal((prev) => ({ ...prev, saving: true, error: "" }));
     try {
-      const promptFingerprint = [
-        prompts.systemPrompt,
-        prompts.developerPrompt,
-        prompts.domainPrompt,
-        prompts.schemaNotes,
-        prompts.fewShotExamples
-      ].join("||");
       const payload = await apiClient.saveAutoRunAssistantSession({
         session_id: sessionId,
         title,
@@ -1179,8 +1165,7 @@ export function AutoRunsHistoryPanel({
           llm_provider: connection.llmProvider,
           model: connection.model,
           assistant_prompt_version: assistantPromptVersion,
-          decomposition_prompt_version: decompositionPromptVersion,
-          prompt_fingerprint: promptFingerprint
+          decomposition_prompt_version: decompositionPromptVersion
         }
       });
       setAutoGenHistory((prev) => [payload.generation, ...prev.filter((item) => item.generation_id !== payload.generation.generation_id)]);
@@ -1202,12 +1187,7 @@ export function AutoRunsHistoryPanel({
     connection.llmProvider,
     connection.model,
     decompositionPromptVersion,
-    log,
-    prompts.developerPrompt,
-    prompts.domainPrompt,
-    prompts.fewShotExamples,
-    prompts.schemaNotes,
-    prompts.systemPrompt
+    log
   ]);
 
   const commitLimitInput = useCallback(
@@ -1363,87 +1343,6 @@ export function AutoRunsHistoryPanel({
     }
   }, [filters.fromLocal, filters.mode, filters.promptContains, filters.target, filters.toLocal, filters.useMock, log, selectedRunId]);
 
-  const generateAutogenBatch = useCallback(async () => {
-    setAutoGenBusy(true);
-    setErrorText("");
-    try {
-      if (autoGenSettings.mode === "saved_user_sessions") {
-        throw new Error("Пользовательские сессии сохраняются из живого чата, а не генерируются автоматически.");
-      }
-      const activePersonalityPrompt = autoGenSettings.personalityPrompts[autoGenSettings.personalityId] ?? "";
-      const promptFingerprint = [
-        prompts.systemPrompt,
-        prompts.developerPrompt,
-        prompts.domainPrompt,
-        prompts.schemaNotes,
-        prompts.fewShotExamples
-      ]
-        .join("\n")
-        .slice(0, 900);
-      const payload = await apiClient.generateAutoRunQuestions({
-        mode: autoGenSettings.mode,
-        count: autoGenSettings.count,
-        domain: selectedPersonality.domain || undefined,
-        persist_to_eval_cases: autoGenSettings.persistToEvalCases,
-        generated_by: autoGenSettings.generatedBy.trim() || undefined,
-        llm: {
-          llm_provider: connection.llmProvider,
-          api_key: connection.apiKey,
-          model: connection.model,
-          base_url: connection.baseUrl,
-          temperature: connection.temperature,
-          max_output_tokens: connection.maxOutputTokens
-        },
-        context: {
-          llm_provider: connection.llmProvider,
-          model: connection.model,
-          assistant_prompt_version: assistantPromptVersion,
-          decomposition_prompt_version: decompositionPromptVersion,
-          prompt_fingerprint: promptFingerprint,
-          autogen_personality_id: selectedPersonality.id,
-          autogen_personality_prompt: activePersonalityPrompt.trim() || undefined
-        }
-      });
-      log(
-        `Generated ${payload.generation.count} questions (${payload.generation.mode}) id=${payload.generation.generation_id}` +
-          (payload.generation.saved_case_set_file ? ` saved=${payload.generation.saved_case_set_file}` : "")
-      );
-      setSelectedAutogenGenerationId(payload.generation.generation_id);
-      setEditableGeneratedQuestions([...(payload.generation.questions ?? [])]);
-      await loadAutoGenHistory();
-    } catch (error) {
-      const message = error instanceof Error ? error.message : String(error);
-      setErrorText(`Автогенерация: ${message}`);
-      log(`Autogen generate error: ${message}`);
-    } finally {
-      setAutoGenBusy(false);
-    }
-  }, [
-    assistantPromptVersion,
-    autoGenSettings.count,
-    autoGenSettings.generatedBy,
-    autoGenSettings.mode,
-    autoGenSettings.personalityId,
-    autoGenSettings.personalityPrompts,
-    autoGenSettings.persistToEvalCases,
-    connection.apiKey,
-    connection.baseUrl,
-    connection.llmProvider,
-    connection.maxOutputTokens,
-    connection.model,
-    connection.temperature,
-    decompositionPromptVersion,
-    loadAutoGenHistory,
-    log,
-    prompts.developerPrompt,
-    prompts.domainPrompt,
-    prompts.fewShotExamples,
-    prompts.schemaNotes,
-    prompts.systemPrompt,
-    selectedPersonality.domain,
-    selectedPersonality.id
-  ]);
-
   const loadCaseDialog = useCallback(
     async (runId: string, caseId: string) => {
       if (isLiveRunId(runId)) {
@@ -2477,12 +2376,7 @@ export function AutoRunsHistoryPanel({
               : prev.personalityId;
           return {
             ...prev,
-            mode:
-              parsed.autoGenSettings?.mode === "codex_creative" ||
-              parsed.autoGenSettings?.mode === "qwen_seed" ||
-              parsed.autoGenSettings?.mode === "saved_user_sessions"
-                ? parsed.autoGenSettings.mode
-                : prev.mode,
+            mode: "saved_user_sessions",
             count:
               typeof parsed.autoGenSettings?.count === "number"
                 ? Math.max(1, Math.min(200, parsed.autoGenSettings.count))
@@ -2767,7 +2661,7 @@ export function AutoRunsHistoryPanel({
               ) : null}
 
               <div className="autoruns-group-heading">
-                <h4>Автопрогоны</h4>
+                <h4>Сохранённые сессии</h4>
                 <button
                   type="button"
                   className="autoruns-group-toggle"
@@ -2780,20 +2674,19 @@ export function AutoRunsHistoryPanel({
               </div>
               {autogenGroupExpanded ? (
                 <>
-              <div className="autoruns-form-grid">
-                <label>
-                  Режимы
-                  <select
-                    value={autoGenSettings.mode}
-                    onChange={(event) => setAutoGenSettings((prev) => ({ ...prev, mode: event.target.value as AutoGenMode }))}
-                  >
-                    <option value="codex_creative">codex_creative</option>
-                    <option value="qwen_seed">qwen_seed</option>
-                    <option value="saved_user_sessions">Пользовательские сессии</option>
-                  </select>
-                </label>
-                {!isSavedUserSessionsMode ? (
-                  <>
+                  <div className="autoruns-form-grid">
+                    <label>
+                      Режим
+                      <select
+                        value={autoGenSettings.mode}
+                        disabled
+                        onChange={(event) => setAutoGenSettings((prev) => ({ ...prev, mode: event.target.value as AutoGenMode }))}
+                      >
+                        <option value="saved_user_sessions">Пользовательские сессии</option>
+                      </select>
+                    </label>
+                    {!isSavedUserSessionsMode ? (
+                      <>
                     <label>
                       Кол-во
                       <input
@@ -2892,28 +2785,22 @@ export function AutoRunsHistoryPanel({
               ) : null}
 
               <div className="button-row">
-                {!isSavedUserSessionsMode ? (
-                  <>
-                    <button type="button" disabled={autoGenBusy} onClick={() => void generateAutogenBatch()}>
-                      {autoGenBusy ? "Генерирую..." : "Сгенерировать пачку"}
-                    </button>
-                    <button type="button" className="tab" disabled={autogenHistoryBusy} onClick={() => void loadAutoGenHistory()}>
-                      {autogenHistoryBusy ? "Обновляю..." : "Обновить историю"}
-                    </button>
-                  </>
-                ) : null}
-                <button
-                  type="button"
-                  className="autoruns-run-launch-btn"
-                  style={isSavedUserSessionsMode ? { display: "none" } : undefined}
-                  disabled={
-                    autogenStopBusy ||
-                    (!autogenRunBusy && (editableGeneratedQuestions.length === 0 || !selectedAutogenGeneration))
-                  }
-                  onClick={() => void (autogenRunBusy ? stopAutogenCampaign() : runAutogenCampaign())}
-                >
-                  {autogenRunBusy ? (autogenStopBusy ? "Останавливаю..." : "Остановить прогон") : "Запустить прогон"}
+                <button type="button" className="tab" disabled={autogenHistoryBusy} onClick={() => void loadAutoGenHistory()}>
+                  {autogenHistoryBusy ? "Обновляю..." : "Обновить историю"}
                 </button>
+                {!isSavedUserSessionsMode ? (
+                  <button
+                    type="button"
+                    className="autoruns-run-launch-btn"
+                    disabled={
+                      autogenStopBusy ||
+                      (!autogenRunBusy && (editableGeneratedQuestions.length === 0 || !selectedAutogenGeneration))
+                    }
+                    onClick={() => void (autogenRunBusy ? stopAutogenCampaign() : runAutogenCampaign())}
+                  >
+                    {autogenRunBusy ? (autogenStopBusy ? "Останавливаю..." : "Остановить прогон") : "Запустить прогон"}
+                  </button>
+                ) : null}
               </div>
 
               <div className="autoruns-form-grid">

llm_normalizer/frontend/src/components/PromptPanel.tsx

@@ -111,8 +111,8 @@ export function PromptPanel({
       <section className="embedded-panel-section">
         <div className="embedded-panel-section-header">
           <div>
-            <h4>Prompt Manager</h4>
-            <p>Системный, developer и domain уровни управляются отдельно.</p>
+            <h4>Normalizer / eval prompts</h4>
+            <p>Эти поля управляют декомпозицией и eval-прогонами, а не live-ответом ассистента.</p>
           </div>
         </div>
         {content}
@@ -121,7 +121,7 @@ export function PromptPanel({
   }
 
   return (
-    <PanelFrame title="Prompt Manager" subtitle="Системный, developer и domain уровни управляются отдельно.">
+    <PanelFrame title="Normalizer / eval prompts" subtitle="Эти поля управляют декомпозицией и eval-прогонами, а не live-ответом ассистента.">
       {content}
     </PanelFrame>
   );

scripts/domain_case_loop.py

@@ -3,6 +3,7 @@ from __future__ import annotations
 import argparse
 import fnmatch
 import json
+import os
 import re
 import subprocess
 import sys
@@ -435,9 +436,22 @@ def dump_json(payload: Any) -> str:
     return json.dumps(payload, ensure_ascii=False, indent=2)
 
 
+def resolve_windows_extended_path(file_path: Path) -> Path:
+    if os.name == "nt":
+        resolved = str(file_path.resolve())
+        if not resolved.startswith("\\\\?\\"):
+            if resolved.startswith("\\\\"):
+                resolved = "\\\\?\\UNC\\" + resolved.lstrip("\\")
+            else:
+                resolved = "\\\\?\\" + resolved
+        return Path(resolved)
+    return file_path
+
+
 def write_text(file_path: Path, text: str) -> None:
-    file_path.parent.mkdir(parents=True, exist_ok=True)
-    file_path.write_text(text, encoding="utf-8", newline="\n")
+    target_path = resolve_windows_extended_path(file_path)
+    target_path.parent.mkdir(parents=True, exist_ok=True)
+    target_path.write_text(text, encoding="utf-8", newline="\n")
 
 
 def write_json(file_path: Path, payload: Any) -> None:
@@ -3016,6 +3030,14 @@ def build_scenario_step_state(
         "entries": entries,
     }
     step_state["execution_status"] = derive_step_execution_status(reply_type if isinstance(reply_type, str) else None, debug)
+    if (
+        "answer_inspection" in normalize_string_list(step_state.get("semantic_tags"))
+        and step_state["execution_status"] == "needs_exact_capability"
+        and reply_type in {"factual", "factual_with_explanation"}
+        and assistant_text.strip()
+    ):
+        step_state["execution_status"] = "exact"
+        step_state["answer_inspection_chat_validated"] = True
     step_state["acceptance_status"] = step_state["execution_status"]
     step_state["status"] = step_state["acceptance_status"]
     return validate_step_contract(step_state)

scripts/test_domain_case_loop_step_state.py

@@ -1,6 +1,9 @@
 from __future__ import annotations
 
+import os
+import shutil
 import sys
+import tempfile
 import unittest
 from pathlib import Path
 
@@ -12,6 +15,27 @@ import domain_truth_harness as dth
 
 
 class DomainCaseLoopStepStateTests(unittest.TestCase):
+    @unittest.skipIf(os.name != "nt", "extended-length path handling is Windows-specific")
+    def test_write_json_supports_long_windows_artifact_paths(self) -> None:
+        temp_dir = tempfile.mkdtemp()
+        try:
+            base = Path(temp_dir)
+            long_path = (
+                base
+                / ("artifact_root_" + "a" * 80)
+                / ("scenario_" + "b" * 80)
+                / ("step_" + "c" * 80)
+                / "assistant_response.json"
+            )
+
+            dcl.write_json(long_path, {"ok": True})
+
+            extended_path = dcl.resolve_windows_extended_path(long_path)
+            self.assertTrue(extended_path.exists())
+            self.assertIn('"ok": true', extended_path.read_text(encoding="utf-8-sig"))
+        finally:
+            shutil.rmtree(dcl.resolve_windows_extended_path(Path(temp_dir)), ignore_errors=True)
+
     def test_preserves_mcp_catalog_alignment_debug_fields(self) -> None:
         step_state = dcl.build_scenario_step_state(
             scenario_id="planner_alignment_demo",