Стабилизировать маржинальность номенклатуры 1С

docs/orchestration/agent_inventory_margin_ranking_20260523.json

@@ -0,0 +1,198 @@
+{
+    "schema_version":  "domain_truth_harness_spec_v1",
+    "scenario_id":  "agent_inventory_margin_ranking_20260523",
+    "domain":  "inventory_margin_ranking",
+    "title":  "AGENT | Inventory margin ranking limited answer pack",
+    "description":  "Targeted live replay for nomenclature high/low profit questions: ask period when missing, stay in inventory/sales/cost domain, give useful limited answer when cost evidence is insufficient, and avoid fixed-assets/bank leakage.",
+    "bindings":  {
+
+                 },
+    "steps":  [
+                  {
+                      "step_id":  "step_01_margin_root_needs_period",
+                      "title":  "Root asks nomenclature high/low profit without period",
+                      "question":  "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "период|месяц|квартал|год",
+                                                           "номенклатур",
+                                                           "выручк|себестоим|валов|маржин"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "90/91/99",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "needs_period",
+                                            "domain_purity"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_02_may_2020_period_limited_answer",
+                      "title":  "User provides May 2020 period and gets useful limited answer",
+                      "question":  "май 2020",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_all":  [
+                                                           "май|01\\.05\\.2020|31\\.05\\.2020|2020",
+                                                           "рейтинг|прибыль|маржин",
+                                                           "себестоим|90\\.02|закупоч",
+                                                           "нельзя|не удалось|недостаточ|не подтвержд"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "limited_answer",
+                                            "period_followup"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_03_show_cost_base_lines",
+                      "title":  "Follow-up asks for found cost-base evidence",
+                      "question":  "покажи найденные строки себестоимостной базы",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "себестоим",
+                                                           "закупоч",
+                                                           "90\\.02",
+                                                           "41",
+                                                           "не найден|не подтвержд|нет"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "high",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "evidence_followup",
+                                            "carryover"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_04_expand_to_2017",
+                      "title":  "User expands period to full 2017",
+                      "question":  "расширь до 2017 года",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "2017",
+                                                           "рейтинг|маржин|прибыль",
+                                                           "себестоим|90\\.02|закупоч",
+                                                           "нельзя|не подтвержд|найден"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "\\bОС\\s+как\\s+объект\\b",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "зависш[а-я]+ оплат",
+                                                        "payment",
+                                                        "settlement cluster",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive",
+                                                        "7\\s*136\\s*815"
+                                                    ],
+                      "criticality":  "high",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "period_expansion",
+                                            "carryover"
+                                        ]
+                  },
+                  {
+                      "step_id":  "step_05_account_41_not_01",
+                      "title":  "User corrects account family to 41 not fixed assets",
+                      "question":  "анализ по 41 счету а не 01",
+                      "allowed_reply_types":  [
+                                                  "partial_coverage",
+                                                  "factual_with_explanation",
+                                                  "factual"
+                                              ],
+                      "required_answer_patterns_any":  [
+                                                           "41",
+                                                           "товар|номенклатур|закупоч|себестоим",
+                                                           "не 01|01"
+                                                       ],
+                      "forbidden_answer_patterns":  [
+                                                        "амортизац",
+                                                        "основн[а-я]+ средств",
+                                                        "ОС как объект",
+                                                        "Сбербанк",
+                                                        "банк",
+                                                        "runtime_",
+                                                        "planner_",
+                                                        "query_movements",
+                                                        "primitive"
+                                                    ],
+                      "criticality":  "critical",
+                      "semantic_tags":  [
+                                            "inventory_margin_ranking",
+                                            "account_family_guard",
+                                            "no_fixed_assets"
+                                        ]
+                  }
+              ],
+    "acceptance":  {
+                       "min_score":  80,
+                       "max_unresolved_p0":  0,
+                       "require_all_critical_steps_pass":  true
+                   }
+}

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

@@ -81,6 +81,13 @@ function inventoryProfitabilityPeriodLabel(options, deps) {
     const asOfDate = typeof options.asOfDate === "string" && options.asOfDate.trim().length > 0 ? options.asOfDate : null;
     return asOfDate ? `до ${deps.formatDateRu(asOfDate)}` : "по доступной выборке";
 }
+function asksForInventoryCostBaseRows(userMessage) {
+    const text = String(userMessage ?? "").toLowerCase();
+    if (!/(?:покажи|показать|выведи|вывести|дай|дать|раскрой|раскрыть|строк|строки|строку|баз)/iu.test(text)) {
+        return false;
+    }
+    return /(?:себестоимостн|себестоимост|себестоим|закупочн|закупк|90\.02|\b41\b|баз)/iu.test(text);
+}
 function inventoryRowItemLabel(row, deps) {
     return deps.summarizeInventoryTraceRows([row]).item;
 }
@@ -459,7 +466,12 @@ function composeInventoryReply(intent, rows, options, deps) {
         const totalCostProxy = entries.reduce((sum, entry) => sum + entry.costProxy, 0);
         const totalSpread = totalRevenue - totalCostProxy;
         if (confirmedEntries.length === 0) {
-            const lines = [`За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`];
+            const costBaseRowsRequested = asksForInventoryCostBaseRows(options.userMessage);
+            const lines = [
+                costBaseRowsRequested && purchasesWithoutSales.length === 0
+                    ? `За период ${periodLabel} подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено.`
+                    : `За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`
+            ];
             const findings = [];
             if (salesWithoutCost.length > 0) {
                 const salesCount = deps.formatNumberWithDots(salesWithoutCost.length);
@@ -470,6 +482,9 @@ function composeInventoryReply(intent, rows, options, deps) {
                     : "Подтвержденной себестоимости реализации по этим позициям не найдено.");
                 findings.push("Поэтому валовую прибыль и маржинальность честно посчитать нельзя.");
             }
+            if (costBaseRowsRequested && purchasesWithoutSales.length === 0) {
+                findings.push("Строк себестоимости реализации / себестоимостной базы для показа нет.");
+            }
             if (purchasesWithoutSales.length > 0) {
                 const purchaseCount = deps.formatNumberWithDots(purchasesWithoutSales.length);
                 const purchaseItemPhrase = purchasesWithoutSales.length === 1 ? "1 позиции" : `${purchaseCount} позициям`;
@@ -493,7 +508,7 @@ function composeInventoryReply(intent, rows, options, deps) {
             (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Что можно сделать дальше:", nextActions);
             (0, inventoryReplyPresentation_1.appendInventoryBulletSection)(lines, "Граница ответа:", [
                 "Прибыльность номенклатуры считаю только когда есть реализация и подтвержденная себестоимость реализации.",
-                "Это не чистая прибыль компании и не замена закрытию месяца."
+                "Это не показатель чистой прибыли и не замена закрытию месяца."
             ]);
             return (0, replyContracts_1.buildFactualSummaryReply)(lines, (0, replyContracts_1.buildConfirmedBalanceSemantics)(entries.length > 0 ? "medium" : "weak", false));
         }
@@ -508,7 +523,7 @@ function composeInventoryReply(intent, rows, options, deps) {
             (0, inventoryReplyPresentation_1.appendInventorySection)(lines, "Низкая или отрицательная валовая маржинальность:", lowMargin.map((entry, index) => formatInventoryMarginRankingLine(entry, index, deps)));
         }
         const boundaryLines = [
-            "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не чистая прибыль компании.",
+            "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не показатель чистой прибыли.",
             "Для строгого бухгалтерского расчета нужны проводки 90.01 / 90.02 и закрытие себестоимости; этот ответ не подменяет закрытие месяца."
         ];
         if (salesWithoutCost.length > 0) {

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -350,6 +350,24 @@ function hasExactBankOperationsAddressReply(input, entryPoint) {
         routeMode === "exact" ||
         hasFullConfirmedTruth(input));
 }
+function hasInventoryMarginRankingAddressReply(input, entryPoint) {
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    if (!toNonEmptyString(input.currentReply)) {
+        return false;
+    }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
+    const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+    const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
+    const capabilityId = toNonEmptyString(input.addressRuntimeMeta?.capability_id) ??
+        toNonEmptyString(input.addressRuntimeMeta?.capability_contract_id);
+    return Boolean(detectedIntent === "inventory_margin_ranking_for_nomenclature" ||
+        selectedRecipe === "address_inventory_margin_ranking_for_nomenclature_v1" ||
+        capabilityId === "inventory_inventory_margin_ranking_for_nomenclature");
+}
 function hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint) {
     if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
         return false;
@@ -621,6 +639,7 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     const staleMetadataDiscoveryFallbackAgainstExactAddressReply = hasStaleMetadataDiscoveryFallbackAgainstExactAddressReply(input, entryPoint);
     const exactValueFlowReplyForBusinessOverviewDirectMoneyNeed = hasExactValueFlowReplyForBusinessOverviewDirectMoneyNeed(input, entryPoint);
     const exactBankOperationsAddressReply = hasExactBankOperationsAddressReply(input, entryPoint);
+    const inventoryMarginRankingAddressReply = hasInventoryMarginRankingAddressReply(input, entryPoint);
     const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
     const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
     const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint);
@@ -685,6 +704,9 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     if (exactBankOperationsAddressReply) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_keep_exact_bank_operations_address_reply");
     }
+    if (inventoryMarginRankingAddressReply) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply");
+    }
     if (deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") {
         pushReason(reasonCodes, "mcp_discovery_response_policy_keep_broad_business_summary_over_clarification_candidate");
     }
@@ -715,6 +737,7 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
         !staleMetadataDiscoveryFallbackAgainstExactAddressReply &&
         !exactValueFlowReplyForBusinessOverviewDirectMoneyNeed &&
         !exactBankOperationsAddressReply &&
+        !inventoryMarginRankingAddressReply &&
         !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
         ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
         candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/dist/services/assistantRoutePolicy.js

@@ -315,6 +315,21 @@ function createAssistantRoutePolicy(deps) {
         const hasTemporalCue = /(?:на\s+эту\s+же\s+дат[ауеы]|на\s+тот\s+же\s+период|за\s+этот\s+же\s+период|за\s+этот\s+период|март|апрел|ма[йя]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
         return hasRequestCue && hasTemporalCue;
     }
+    function hasInventoryMarginRankingContinuationSignal(text) {
+        const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase()).replace(/ё/g, "е");
+        if (!normalized) {
+            return false;
+        }
+        const wantsFoundRows = /(?:покажи|показать|выведи|дай|раскрой|show|list)/iu.test(normalized) &&
+            /(?:найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+            /(?:себестоимостн|реализац|марж|прибыл|номенклатур)/iu.test(normalized);
+        const account41Not01 = /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+            /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+            /(?:\bне\b|вместо|а\s+не|not|instead)/iu.test(normalized);
+        const periodExpansion = /(?:расширь|расширить|возьми|давай|покажи|за|на|до|весь|год|квартал|месяц|expand|period)/iu.test(normalized) &&
+            /(?:январ|феврал|март|апрел|ма[йяе]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
+        return wantsFoundRows || account41Not01 || periodExpansion;
+    }
     function hasOrganizationClarificationTextCue(text) {
         const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
         if (!normalized) {
@@ -481,6 +496,7 @@ function createAssistantRoutePolicy(deps) {
             hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage);
         const followupPreviousIntent = toNonEmptyString(followupContext?.previous_intent);
+        const followupRootIntent = toNonEmptyString(followupContext?.root_intent);
         const followupPreviousFilters = followupContext?.previous_filters && typeof followupContext.previous_filters === "object"
             ? followupContext.previous_filters
             : null;
@@ -515,6 +531,16 @@ function createAssistantRoutePolicy(deps) {
                 hasShortInventoryObjectFollowupSignal(repairedRawUserMessage) ||
                 hasShortInventoryObjectFollowupSignal(effectiveAddressUserMessage) ||
                 hasShortInventoryObjectFollowupSignal(repairedEffectiveAddressUserMessage)));
+        const protectedInventoryMarginRankingFollowup = Boolean(followupContext &&
+            (followupPreviousIntent === "inventory_margin_ranking_for_nomenclature" ||
+                followupRootIntent === "inventory_margin_ranking_for_nomenclature") &&
+            !dataScopeMetaQuery &&
+            !capabilityMetaQuery &&
+            !dangerOrCoercionSignal &&
+            (hasInventoryMarginRankingContinuationSignal(rawUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(repairedRawUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(effectiveAddressUserMessage) ||
+                hasInventoryMarginRankingContinuationSignal(repairedEffectiveAddressUserMessage)));
         const organizationClarificationContinuationDetected = Boolean((followupContext || continuitySnapshot.hasGroundedAddressContext) &&
             lastOrganizationClarificationDebug &&
             explicitOrganizationClarificationSelection &&
@@ -571,6 +597,7 @@ function createAssistantRoutePolicy(deps) {
             !baseToolGatePreservesAddressLane &&
             !effectiveGroundedValueFlowFollowupContextDetected &&
             !protectedInventoryShortFollowup &&
+            !protectedInventoryMarginRankingFollowup &&
             !organizationClarificationContinuationDetected &&
             !routeCandidateOrganizationClarificationDetected);
         const lastAddressAssistantDebug = sessionItems
@@ -1080,6 +1107,7 @@ function createAssistantRoutePolicy(deps) {
             hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
             hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage) ||
+            protectedInventoryMarginRankingFollowup ||
             inventoryRootRestatementFollowupDetected);
         const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
             hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
@@ -1116,7 +1144,9 @@ function createAssistantRoutePolicy(deps) {
                 resolvedIntentResolution.intent === "unknown" &&
                 (!llmContractIntent || llmContractIntent === "unknown"));
         const exactAddressIntentProtectedFromSemanticDeepHint = laneProtectionArbitration.exactAddressIntentProtectedFromSemanticDeepHint;
-        const protectAddressLaneFromFallback = Boolean(laneProtectionArbitration.protectAddressLaneFromFallback || customerValueRankingAddressSignal);
+        const protectAddressLaneFromFallback = Boolean(laneProtectionArbitration.protectAddressLaneFromFallback ||
+            customerValueRankingAddressSignal ||
+            protectedInventoryMarginRankingFollowup);
         const vatExplainFollowupSignal = Boolean(followupContext &&
             toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
             /(?:\u043f\u043e\u0447\u0435\u043c\u0443|why).*(?:\u043f\u0440\u043e\u0433\u043d\u043e\u0437|forecast).*(?:\u0443\u043f\u043b\u0430\u0442|payable|\b0\b)/iu.test(compactWhitespace(`${repairedRawUserMessage} ${repairedEffectiveAddressUserMessage}`)));
@@ -1196,7 +1226,7 @@ function createAssistantRoutePolicy(deps) {
         let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
         let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
         const semanticAddressLaneRecovery = Boolean(!runAddressLane &&
-            supportedAddressRouteCandidateDetected &&
+            (supportedAddressRouteCandidateDetected || protectedInventoryMarginRankingFollowup) &&
             !deepAnalysisPreferenceDetected &&
             !unsupportedAddressIntentFallbackToDeep &&
             !deepAnalysisSignalFallbackToDeep &&
@@ -1205,7 +1235,9 @@ function createAssistantRoutePolicy(deps) {
         if (semanticAddressLaneRecovery) {
             runAddressLane = true;
             toolGateDecision = "run_address_lane";
-            toolGateReason = resolvedIntentResolution.intent !== "unknown" || llmContractIntent
+            toolGateReason = protectedInventoryMarginRankingFollowup
+                ? "followup_context_detected"
+                : resolvedIntentResolution.intent !== "unknown" || llmContractIntent
                     ? "address_intent_resolver_detected"
                     : "address_signal_detected";
         }

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

@@ -162,6 +162,14 @@ function inventoryProfitabilityPeriodLabel(options: InventoryComposeOptions, dep
   return asOfDate ? `до ${deps.formatDateRu(asOfDate)}` : "по доступной выборке";
 }
 
+function asksForInventoryCostBaseRows(userMessage: string | null | undefined): boolean {
+  const text = String(userMessage ?? "").toLowerCase();
+  if (!/(?:покажи|показать|выведи|вывести|дай|дать|раскрой|раскрыть|строк|строки|строку|баз)/iu.test(text)) {
+    return false;
+  }
+  return /(?:себестоимостн|себестоимост|себестоим|закупочн|закупк|90\.02|\b41\b|баз)/iu.test(text);
+}
+
 interface InventoryMarginRankingEntry {
   item: string;
   revenue: number;
@@ -631,7 +639,12 @@ export function composeInventoryReply(
     const totalCostProxy = entries.reduce((sum, entry) => sum + entry.costProxy, 0);
     const totalSpread = totalRevenue - totalCostProxy;
     if (confirmedEntries.length === 0) {
-      const lines: string[] = [`За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`];
+      const costBaseRowsRequested = asksForInventoryCostBaseRows(options.userMessage);
+      const lines: string[] = [
+        costBaseRowsRequested && purchasesWithoutSales.length === 0
+          ? `За период ${periodLabel} подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено.`
+          : `За период ${periodLabel} рейтинг прибыльности номенклатуры построить нельзя.`
+      ];
       const findings: string[] = [];
       if (salesWithoutCost.length > 0) {
         const salesCount = deps.formatNumberWithDots(salesWithoutCost.length);
@@ -647,6 +660,9 @@ export function composeInventoryReply(
         );
         findings.push("Поэтому валовую прибыль и маржинальность честно посчитать нельзя.");
       }
+      if (costBaseRowsRequested && purchasesWithoutSales.length === 0) {
+        findings.push("Строк себестоимости реализации / себестоимостной базы для показа нет.");
+      }
       if (purchasesWithoutSales.length > 0) {
         const purchaseCount = deps.formatNumberWithDots(purchasesWithoutSales.length);
         const purchaseItemPhrase =
@@ -679,7 +695,7 @@ export function composeInventoryReply(
       appendInventoryBulletSection(lines, "Что можно сделать дальше:", nextActions);
       appendInventoryBulletSection(lines, "Граница ответа:", [
         "Прибыльность номенклатуры считаю только когда есть реализация и подтвержденная себестоимость реализации.",
-        "Это не чистая прибыль компании и не замена закрытию месяца."
+        "Это не показатель чистой прибыли и не замена закрытию месяца."
       ]);
       return buildFactualSummaryReply(lines, buildConfirmedBalanceSemantics(entries.length > 0 ? "medium" : "weak", false));
     }
@@ -709,7 +725,7 @@ export function composeInventoryReply(
     }
 
     const boundaryLines = [
-      "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не чистая прибыль компании.",
+      "Это управленческий расчет валовой маржинальности по реализации и доступной себестоимостной базе, не показатель чистой прибыли.",
       "Для строгого бухгалтерского расчета нужны проводки 90.01 / 90.02 и закрытие себестоимости; этот ответ не подменяет закрытие месяца."
     ];
     if (salesWithoutCost.length > 0) {

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -496,6 +496,31 @@ function hasExactBankOperationsAddressReply(
   );
 }
 
+function hasInventoryMarginRankingAddressReply(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
+): boolean {
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+  if (!toNonEmptyString(input.currentReply)) {
+    return false;
+  }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
+  const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+  const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
+  const capabilityId =
+    toNonEmptyString(input.addressRuntimeMeta?.capability_id) ??
+    toNonEmptyString(input.addressRuntimeMeta?.capability_contract_id);
+  return Boolean(
+    detectedIntent === "inventory_margin_ranking_for_nomenclature" ||
+      selectedRecipe === "address_inventory_margin_ranking_for_nomenclature_v1" ||
+      capabilityId === "inventory_inventory_margin_ranking_for_nomenclature"
+  );
+}
+
 function hasValueFlowActionConflictWithDiscoveryTurnMeaning(
   input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
@@ -834,6 +859,7 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     entryPoint
   );
   const exactBankOperationsAddressReply = hasExactBankOperationsAddressReply(input, entryPoint);
+  const inventoryMarginRankingAddressReply = hasInventoryMarginRankingAddressReply(input, entryPoint);
   const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
   const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
   const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(
@@ -917,6 +943,9 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   if (exactBankOperationsAddressReply) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_keep_exact_bank_operations_address_reply");
   }
+  if (inventoryMarginRankingAddressReply) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply");
+  }
   if (deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") {
     pushReason(
       reasonCodes,
@@ -952,6 +981,7 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     !staleMetadataDiscoveryFallbackAgainstExactAddressReply &&
     !exactValueFlowReplyForBusinessOverviewDirectMoneyNeed &&
     !exactBankOperationsAddressReply &&
+    !inventoryMarginRankingAddressReply &&
     !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
     ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
     candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/src/services/assistantRoutePolicy.ts

@@ -397,6 +397,24 @@ export function createAssistantRoutePolicy(deps) {
       const hasTemporalCue = /(?:на\s+эту\s+же\s+дат[ауеы]|на\s+тот\s+же\s+период|за\s+этот\s+же\s+период|за\s+этот\s+период|март|апрел|ма[йя]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
       return hasRequestCue && hasTemporalCue;
   }
+  function hasInventoryMarginRankingContinuationSignal(text) {
+      const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase()).replace(/ё/g, "е");
+      if (!normalized) {
+          return false;
+      }
+      const wantsFoundRows =
+          /(?:покажи|показать|выведи|дай|раскрой|show|list)/iu.test(normalized) &&
+          /(?:найденн|строк|реализац|себестоимостн|баз)/iu.test(normalized) &&
+          /(?:себестоимостн|реализац|марж|прибыл|номенклатур)/iu.test(normalized);
+      const account41Not01 =
+          /\b41(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /\b01(?:[.,]\d{1,2})?\b/iu.test(normalized) &&
+          /(?:\bне\b|вместо|а\s+не|not|instead)/iu.test(normalized);
+      const periodExpansion =
+          /(?:расширь|расширить|возьми|давай|покажи|за|на|до|весь|год|квартал|месяц|expand|period)/iu.test(normalized) &&
+          /(?:январ|феврал|март|апрел|ма[йяе]|июн|июл|август|сентябр|октябр|ноябр|декабр|\b(?:19|20)\d{2}\b)/iu.test(normalized);
+      return wantsFoundRows || account41Not01 || periodExpansion;
+  }
   function hasOrganizationClarificationTextCue(text) {
       const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
       if (!normalized) {
@@ -565,6 +583,7 @@ export function createAssistantRoutePolicy(deps) {
           hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage);
       const followupPreviousIntent = toNonEmptyString(followupContext?.previous_intent);
+      const followupRootIntent = toNonEmptyString(followupContext?.root_intent);
       const followupPreviousFilters = followupContext?.previous_filters && typeof followupContext.previous_filters === "object"
           ? followupContext.previous_filters
           : null;
@@ -599,6 +618,16 @@ export function createAssistantRoutePolicy(deps) {
               hasShortInventoryObjectFollowupSignal(repairedRawUserMessage) ||
               hasShortInventoryObjectFollowupSignal(effectiveAddressUserMessage) ||
               hasShortInventoryObjectFollowupSignal(repairedEffectiveAddressUserMessage)));
+      const protectedInventoryMarginRankingFollowup = Boolean(followupContext &&
+          (followupPreviousIntent === "inventory_margin_ranking_for_nomenclature" ||
+              followupRootIntent === "inventory_margin_ranking_for_nomenclature") &&
+          !dataScopeMetaQuery &&
+          !capabilityMetaQuery &&
+          !dangerOrCoercionSignal &&
+          (hasInventoryMarginRankingContinuationSignal(rawUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(repairedRawUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(effectiveAddressUserMessage) ||
+              hasInventoryMarginRankingContinuationSignal(repairedEffectiveAddressUserMessage)));
       const organizationClarificationContinuationDetected = Boolean((followupContext || continuitySnapshot.hasGroundedAddressContext) &&
           lastOrganizationClarificationDebug &&
           explicitOrganizationClarificationSelection &&
@@ -656,6 +685,7 @@ export function createAssistantRoutePolicy(deps) {
           !baseToolGatePreservesAddressLane &&
           !effectiveGroundedValueFlowFollowupContextDetected &&
           !protectedInventoryShortFollowup &&
+          !protectedInventoryMarginRankingFollowup &&
           !organizationClarificationContinuationDetected &&
           !routeCandidateOrganizationClarificationDetected);
       const lastAddressAssistantDebug = sessionItems
@@ -1167,6 +1197,7 @@ export function createAssistantRoutePolicy(deps) {
           hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
           hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage) ||
+          protectedInventoryMarginRankingFollowup ||
           inventoryRootRestatementFollowupDetected);
       const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
           hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
@@ -1204,7 +1235,9 @@ export function createAssistantRoutePolicy(deps) {
               (!llmContractIntent || llmContractIntent === "unknown"));
       const exactAddressIntentProtectedFromSemanticDeepHint = laneProtectionArbitration.exactAddressIntentProtectedFromSemanticDeepHint;
       const protectAddressLaneFromFallback = Boolean(
-          laneProtectionArbitration.protectAddressLaneFromFallback || customerValueRankingAddressSignal
+          laneProtectionArbitration.protectAddressLaneFromFallback ||
+              customerValueRankingAddressSignal ||
+              protectedInventoryMarginRankingFollowup
       );
       const vatExplainFollowupSignal = Boolean(followupContext &&
           toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
@@ -1285,7 +1318,7 @@ export function createAssistantRoutePolicy(deps) {
       let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
       let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
       const semanticAddressLaneRecovery = Boolean(!runAddressLane &&
-          supportedAddressRouteCandidateDetected &&
+          (supportedAddressRouteCandidateDetected || protectedInventoryMarginRankingFollowup) &&
           !deepAnalysisPreferenceDetected &&
           !unsupportedAddressIntentFallbackToDeep &&
           !deepAnalysisSignalFallbackToDeep &&
@@ -1294,7 +1327,9 @@ export function createAssistantRoutePolicy(deps) {
       if (semanticAddressLaneRecovery) {
           runAddressLane = true;
           toolGateDecision = "run_address_lane";
-          toolGateReason = resolvedIntentResolution.intent !== "unknown" || llmContractIntent
+          toolGateReason = protectedInventoryMarginRankingFollowup
+              ? "followup_context_detected"
+              : resolvedIntentResolution.intent !== "unknown" || llmContractIntent
               ? "address_intent_resolver_detected"
               : "address_signal_detected";
       }

llm_normalizer/backend/tests/addressInventoryProfitabilitySelectedObjectRegression.test.ts

@@ -387,7 +387,7 @@ describe("inventory profitability selected-object regressions", () => {
     expect(reply).toContain("\u041d\u0438\u0437\u043a\u0430\u044f \u0438\u043b\u0438 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f");
     expect(reply).toContain("Item A");
     expect(reply).toContain("Item B");
-    expect(reply).toContain("\u043d\u0435 \u0447\u0438\u0441\u0442\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438");
+    expect(reply).toContain("\u043d\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c \u0447\u0438\u0441\u0442\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u0438");
     expect(reply).not.toContain("\u041e\u0421");
     expect(reply).not.toContain("\u0430\u043c\u043e\u0440\u0442\u0438\u0437");
     expect(executeAddressMcpQueryMock).toHaveBeenCalledTimes(1);

llm_normalizer/backend/tests/addressReplyBuildersRegression.test.ts

@@ -329,9 +329,9 @@ describe("address reply builders regressions", () => {
     expect(firstLine).toContain("7.271,20");
     expect(firstLine).toContain("Авант мебель");
     expect(firstLine).not.toContain("3.677.454,14");
-    expect(result.text).toContain("встречных остатков");
+    expect(result.text).toContain("Встречная часть");
     expect(result.text).toContain("Комитет государственных услуг г. Москвы");
-    expect(result.text).toContain("Финансовое обеспечение заявки");
+    expect(result.text).not.toContain("Финансовое обеспечение заявки");
     expect(result.text).not.toContain("договор/аналитика: ООО \\Альтернатива Плюс\\");
   });
 
@@ -380,7 +380,7 @@ describe("address reply builders regressions", () => {
     expect(firstLine).toContain("9.612.904,90");
     expect(firstLine).toContain("Департамент капитального ремонта города Москвы.");
     expect(firstLine).not.toContain("13.290.359,04");
-    expect(result.text).toContain("встречных остатков");
+    expect(result.text).toContain("Встречная часть");
     expect(result.text).toContain("Комитет государственных услуг г. Москвы");
   });
 
@@ -525,4 +525,58 @@ describe("address reply builders regressions", () => {
     expect(result?.text).toContain("Общее количество не свожу в один управленческий показатель");
     expect(result?.text).toContain("Следующий шаг: могу раскрыть полный список");
   });
+
+  it("answers cost-base evidence follow-up directly when margin ranking has sales without confirmed cost", () => {
+    const result = composeInventoryReply(
+      "inventory_margin_ranking_for_nomenclature",
+      [
+        {
+          amount: 120000,
+          quantity: 2,
+          item: "Рабочая станция",
+          period: "2020-05-20",
+          registrator: "Реализация"
+        } as any
+      ],
+      {
+        userMessage: "покажи найденные строки себестоимостной базы",
+        periodFrom: "2020-05-01",
+        periodTo: "2020-05-31"
+      },
+      {
+        resolvePayablesAsOfDate: () => "2020-05-31",
+        buildInventoryOnHandAggregate: () => [],
+        uniqueStrings: (values: string[]) => Array.from(new Set(values)),
+        formatDateRu: (value: string) => value,
+        formatNumberWithDots: (value: number, fractionDigits = 0) => value.toFixed(fractionDigits),
+        formatMoneyRub: (value: number) => `${value} ₽`,
+        isInventoryPurchaseMovement: () => false,
+        summarizeInventoryTraceRows: (rows: any[]) => ({
+          item: rows[0]?.item ?? null,
+          warehouses: [],
+          organizations: [],
+          counterparties: [],
+          documents: [],
+          firstPeriod: null,
+          lastPeriod: null,
+          totalAmount: 0
+        }),
+        formatInventoryTraceRows: () => [],
+        hasInventoryPurchaseDateActionFocus: () => false,
+        inventoryTraceDateLabel: () => "",
+        extractInventoryCounterpartyCandidates: () => [],
+        buildInventoryAgingByItemAggregate: () => [],
+        formatInventoryAgingRows: () => [],
+        isInventorySaleMovement: () => true
+      }
+    );
+
+    expect(result?.text.split("\n")[0]).toContain(
+      "подтвержденных строк себестоимостной базы по реализованной номенклатуре не найдено"
+    );
+    expect(result?.text).toContain("Есть реализация по 1 номенклатурной позиции");
+    expect(result?.text).toContain("Строк себестоимости реализации / себестоимостной базы для показа нет");
+    expect(result?.text).not.toContain("входящих денежных поступлений");
+    expect(result?.text).not.toContain("амортизац");
+  });
 });

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -135,6 +135,42 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_not_discovery_ready_address_candidate");
   });
 
+  it("keeps inventory margin-ranking exact reply over stale value-flow discovery candidate", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply:
+        "За период 2017 рейтинг прибыльности номенклатуры построить нельзя: нет подтвержденной себестоимости реализации.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "partial_coverage",
+      addressRuntimeMeta: {
+        detected_intent: "inventory_margin_ranking_for_nomenclature",
+        selected_recipe: "address_inventory_margin_ranking_for_nomenclature_v1",
+        capability_id: "inventory_inventory_margin_ranking_for_nomenclature",
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "turnover"
+            },
+            data_need_graph: {
+              business_fact_family: "value_flow",
+              clarification_gaps: []
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(false);
+    expect(result.decision).toBe("keep_current_reply");
+    expect(result.reply_text).toContain("рейтинг прибыльности номенклатуры");
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_response_policy_keep_inventory_margin_ranking_address_reply"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_candidate_applied");
+  });
+
   it("lets a grounded business overview candidate override a semantically wrong exact address recipe", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "Supplier and stock overlap was confirmed for 2020.",

llm_normalizer/backend/tests/assistantRoutePolicy.test.ts

@@ -183,6 +183,75 @@ describe("assistantRoutePolicy", () => {
     expect(decision.livingMode).toBe("address_data");
   });
 
+  it("keeps margin-ranking found-rows follow-up in address lane", () => {
+    const policy = buildPolicy();
+
+    const decision = policy.resolveAssistantOrchestrationDecision({
+      rawUserMessage: "покажи найденные строки себестоимостной базы",
+      effectiveAddressUserMessage: "покажи найденные строки себестоимостной базы",
+      followupContext: {
+        previous_intent: "inventory_margin_ranking_for_nomenclature",
+        root_intent: "inventory_margin_ranking_for_nomenclature",
+        previous_filters: {
+          organization: "ООО Альтернатива Плюс",
+          period_from: "2020-05-01",
+          period_to: "2020-05-31"
+        }
+      },
+      llmPreDecomposeMeta: {
+        applied: false,
+        predecomposeContract: {
+          mode: "unsupported",
+          mode_confidence: "low",
+          intent: "unknown",
+          intent_confidence: "low"
+        }
+      },
+      useMock: false
+    });
+
+    expect(decision.runAddressLane).toBe(true);
+    expect(decision.toolGateDecision).toBe("run_address_lane");
+    expect(decision.toolGateReason).toBe("followup_context_detected");
+    expect(decision.livingMode).toBe("address_data");
+    expect(decision.orchestrationContract?.hard_meta_mode).toBe(null);
+    expect(decision.orchestrationContract?.final_decision?.tool_gate_reason).toBe("followup_context_detected");
+  });
+
+  it("keeps margin-ranking period expansion follow-up in address lane", () => {
+    const policy = buildPolicy();
+
+    const decision = policy.resolveAssistantOrchestrationDecision({
+      rawUserMessage: "расширь до 2017 года",
+      effectiveAddressUserMessage: "расширь до 2017 года",
+      followupContext: {
+        previous_intent: "inventory_margin_ranking_for_nomenclature",
+        root_intent: "inventory_margin_ranking_for_nomenclature",
+        previous_filters: {
+          organization: "ООО Альтернатива Плюс",
+          period_from: "2020-05-01",
+          period_to: "2020-05-31"
+        }
+      },
+      llmPreDecomposeMeta: {
+        applied: false,
+        predecomposeContract: {
+          mode: "unsupported",
+          mode_confidence: "low",
+          intent: "unknown",
+          intent_confidence: "low"
+        }
+      },
+      useMock: false
+    });
+
+    expect(decision.runAddressLane).toBe(true);
+    expect(decision.toolGateDecision).toBe("run_address_lane");
+    expect(decision.toolGateReason).toBe("followup_context_detected");
+    expect(decision.livingMode).toBe("address_data");
+    expect(decision.orchestrationContract?.hard_meta_mode).toBe(null);
+  });
+
   it("does not let deep session continuation override an exact VAT period route", () => {
     const policy = buildPolicy({
       detectAddressQuestionMode: () => ({ mode: "address_query", confidence: "high" }),

llm_normalizer/data/autorun_generators/history.json

@@ -1,4 +1,53 @@
 [
+  {
+    "generation_id": "gen-ag05231107-464a28",
+    "created_at": "2026-05-23T11:07:35+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Inventory margin ranking limited answer pack",
+    "count": 5,
+    "domain": "inventory_margin_ranking",
+    "questions": [
+      "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+      "май 2020",
+      "покажи найденные строки себестоимостной базы",
+      "расширь до 2017 года",
+      "анализ по 41 счету а не 01"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260523110735_gen-ag05231107-464a28.json",
+    "context": {
+      "llm_provider": null,
+      "model": null,
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "autogen_personality_id": null,
+      "autogen_personality_prompt": null,
+      "source_session_id": null,
+      "saved_session_file": "assistant_saved_session_20260523110735_gen-ag05231107-464a28.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Targeted live replay for nomenclature high/low profit questions: ask period when missing, stay in inventory/sales/cost domain, give useful limited answer when cost evidence is insufficient, and avoid fixed-assets/bank leakage.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_inventory_margin_ranking_20260523.json",
+      "scenario_id": "agent_inventory_margin_ranking_20260523",
+      "semantic_tags": [
+        "account_family_guard",
+        "carryover",
+        "domain_purity",
+        "evidence_followup",
+        "inventory_margin_ranking",
+        "limited_answer",
+        "needs_period",
+        "no_fixed_assets",
+        "period_expansion",
+        "period_followup"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_inventory_margin_ranking_live5",
+      "saved_after_validated_replay": true
+    }
+  },
   {
     "generation_id": "gen-ag05231011-cec910",
     "created_at": "2026-05-23T10:11:40+00:00",

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260523110735_gen-ag05231107-464a28.json

@@ -0,0 +1,145 @@
+{
+  "saved_at": "2026-05-23T11:07:35+00:00",
+  "generation_id": "gen-ag05231107-464a28",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Inventory margin ranking limited answer pack",
+  "agent_run": true,
+  "questions": [
+    "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+    "май 2020",
+    "покажи найденные строки себестоимостной базы",
+    "расширь до 2017 года",
+    "анализ по 41 счету а не 01"
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Targeted live replay for nomenclature high/low profit questions: ask period when missing, stay in inventory/sales/cost domain, give useful limited answer when cost evidence is insufficient, and avoid fixed-assets/bank leakage.",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_inventory_margin_ranking_20260523.json",
+    "scenario_id": "agent_inventory_margin_ranking_20260523",
+    "semantic_tags": [
+      "account_family_guard",
+      "carryover",
+      "domain_purity",
+      "evidence_followup",
+      "inventory_margin_ranking",
+      "limited_answer",
+      "needs_period",
+      "no_fixed_assets",
+      "period_expansion",
+      "period_followup"
+    ],
+    "validation_status": "accepted_live_replay",
+    "validated_run_dir": "artifacts\\domain_runs\\agent_inventory_margin_ranking_live5",
+    "saved_after_validated_replay": true,
+    "save_gate": {
+      "schema_version": "agent_semantic_save_gate_v1",
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_inventory_margin_ranking_live5",
+      "final_status": "accepted",
+      "review_overall_status": "pass",
+      "business_overall_status": "pass",
+      "steps_total": 5,
+      "steps_passed": 5,
+      "steps_failed": 0,
+      "steps_with_business_failures": 0,
+      "steps_with_business_warnings": 0,
+      "acceptance_gate_passed": true,
+      "saved_after_validated_replay": true
+    }
+  },
+  "source_session_id": null,
+  "session": {
+    "session_id": null,
+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "Какая номеклатура товара реализована с высокой прибылью какая с низкой",
+        "created_at": "2026-05-23T11:07:35+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "май 2020",
+        "created_at": "2026-05-23T11:07:35+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "покажи найденные строки себестоимостной базы",
+        "created_at": "2026-05-23T11:07:35+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "расширь до 2017 года",
+        "created_at": "2026-05-23T11:07:35+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "анализ по 41 счету а не 01",
+        "created_at": "2026-05-23T11:07:35+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      }
+    ],
+    "agent_run": true,
+    "metadata": {
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "agent_focus": "Targeted live replay for nomenclature high/low profit questions: ask period when missing, stay in inventory/sales/cost domain, give useful limited answer when cost evidence is insufficient, and avoid fixed-assets/bank leakage.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\agent_inventory_margin_ranking_20260523.json",
+      "scenario_id": "agent_inventory_margin_ranking_20260523",
+      "semantic_tags": [
+        "account_family_guard",
+        "carryover",
+        "domain_purity",
+        "evidence_followup",
+        "inventory_margin_ranking",
+        "limited_answer",
+        "needs_period",
+        "no_fixed_assets",
+        "period_expansion",
+        "period_followup"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\agent_inventory_margin_ranking_live5",
+      "saved_after_validated_replay": true,
+      "save_gate": {
+        "schema_version": "agent_semantic_save_gate_v1",
+        "validation_status": "accepted_live_replay",
+        "validated_run_dir": "artifacts\\domain_runs\\agent_inventory_margin_ranking_live5",
+        "final_status": "accepted",
+        "review_overall_status": "pass",
+        "business_overall_status": "pass",
+        "steps_total": 5,
+        "steps_passed": 5,
+        "steps_failed": 0,
+        "steps_with_business_failures": 0,
+        "steps_with_business_warnings": 0,
+        "acceptance_gate_passed": true,
+        "saved_after_validated_replay": true
+      }
+    }
+  }
+}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260523110735_gen-ag05231107-464a28.json

@@ -0,0 +1,40 @@
+{
+  "suite_id": "assistant_saved_session_gen-ag05231107-464a28",
+  "suite_version": "0.1.0",
+  "schema_version": "assistant_saved_session_suite_v0_1",
+  "generated_at": "2026-05-23T11:07:35+00:00",
+  "generation_id": "gen-ag05231107-464a28",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Inventory margin ranking limited answer pack",
+  "domain": "inventory_margin_ranking",
+  "scenario_count": 1,
+  "case_ids": [
+    "SAVED-001"
+  ],
+  "cases": [
+    {
+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Inventory margin ranking limited answer pack",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "Какая номеклатура товара реализована с высокой прибылью какая с низкой"
+        },
+        {
+          "user_message": "май 2020"
+        },
+        {
+          "user_message": "покажи найденные строки себестоимостной базы"
+        },
+        {
+          "user_message": "расширь до 2017 года"
+        },
+        {
+          "user_message": "анализ по 41 счету а не 01"
+        }
+      ]
+    }
+  ]
+}