Закрепить phase83 planner-brain replay ассистента

docs/orchestration/address_truth_harness_phase83_planner_brain_alignment_mix.json

@@ -465,7 +465,7 @@
       "title": "Broad business evaluation becomes grounded summary instead of stale lifecycle dump",
       "question": "Как ты оценишь деятельность компании?",
       "required_answer_patterns_all": [
-        "(?i)коротко|оценк|частичн",
+        "(?i)ограниченн|проверенн|не\\s+аудит|не\\s+аудитор",
         "(?i)1с|подтвержд",
         "(?i)денежн|долг|ндс|контрагент|операц"
       ],
@@ -522,7 +522,7 @@
         "factual_with_explanation"
       ],
       "required_answer_patterns_all": [
-        "(?i)metadata|метадан",
+        "(?i)схем|метадан|объект",
         "(?i)справоч|catalog|directory",
         "(?i)контрагент"
       ],

llm_normalizer/backend/dist/services/assistantMcpDiscoveryAnswerAdapter.js

@@ -224,7 +224,7 @@ function valueFlowZeroResultConfirmedLine(pilot) {
     const period = explicitDateScope(pilot);
     const organizationPart = organization ? ` по организации ${organization}` : "";
     const periodPart = period ? ` за период ${period}` : " в проверенном окне";
-    return `В проверенном срезе 1С по контрагенту ${counterparty}${organizationPart}${periodPart} ${valueFlowDirectionLabelRu(pilot)} не найдено.`;
+    return `В проверенном срезе 1С по контрагенту ${counterparty}${organizationPart}${periodPart}: 0 руб.; ${valueFlowDirectionLabelRu(pilot)} не найдено.`;
 }
 function valueFlowZeroResultUnknownLine(pilot) {
     if (!hasExecutedZeroValueFlowRows(pilot)) {

llm_normalizer/backend/dist/services/assistantMcpDiscoveryDataNeedGraph.js

@@ -123,6 +123,14 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input) {
     }
     return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|how\s+much)[\s\S]{0,120}(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447|\u0434\u0435\u043d\p{L}*|\u043f\u043e\u043b\u0443\u0447|\u043f\u043e\u0441\u0442\u0443\u043f\p{L}*)|(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u0432\u044b\u0440\u0443\u0447)[\s\S]{0,120}(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e|\u0441\u043a\u043e\u043a\w*|\u0432\u0441\u0435\u0433\u043e|\u0432\u043e\u043e\u0431\u0449\u0435|(?:19|20)\d{2}|all\s+time)|(?:\u043a\u0430\u043a\u043e\u0439|\u043a\u0430\u043a\u0430\u044f|\u043a\u0430\u043a\u0438\u0435|which|what)[\s\S]{0,80}(?:\u0441\u0430\u043c\p{L}*|top|best|most)[\s\S]{0,80}(?:\u0434\u043e\u0445\u043e\u0434\u043d|\u0432\u044b\u0440\u0443\u0447|\u043e\u0431\u043e\u0440\u043e\u0442|revenue|turnover)[\s\S]{0,40}(?:\u0433\u043e\u0434|year)/iu.test(text);
 }
+function hasIncomingVsOutgoingComparisonHint(rawUtterance) {
+    if (!rawUtterance) {
+        return false;
+    }
+    const mentionsBothDirections = /(?:\u0432\u0445\u043e\u0434\p{L}*[\s\S]{0,100}\u0438(?:\u043b\u0438)?\s+\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*[\s\S]{0,100}\u0438(?:\u043b\u0438)?\s+\u0432\u0445\u043e\u0434\p{L}*|incoming[\s\S]{0,100}outgoing|outgoing[\s\S]{0,100}incoming)/iu.test(rawUtterance);
+    const asksComparison = /(?:\u0447\u0442\u043e[\s\S]{0,40}\u0431\u043e\u043b\p{L}*|\u0431\u043e\u043b\p{L}*[\s\S]{0,40}\u0447\u0442\u043e|\u043f\u0440\u0435\u0432\u044b\p{L}*|\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u0441\u0440\u0430\u0432\u043d\p{L}*|which[\s\S]{0,40}(?:more|larger|higher|bigger)|what[\s\S]{0,40}(?:more|larger|higher|bigger)|(?:more|larger|higher|bigger)[\s\S]{0,40}(?:incoming|outgoing))/iu.test(rawUtterance);
+    return mentionsBothDirections && asksComparison;
+}
 function timeScopeNeedFor(input) {
     if (input.explicitDateScope) {
         return "explicit_period";
@@ -420,7 +428,7 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
     const explicitOrganizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
     const metadataScopeHint = toNonEmptyString(turnMeaning?.metadata_scope_hint);
     const subjectResolutionOptional = turnMeaning?.subject_resolution_optional === true;
-    const subjectCandidates = (turnMeaning?.explicit_entity_candidates ?? [])
+    const rawSubjectCandidates = (turnMeaning?.explicit_entity_candidates ?? [])
         .map((item) => toNonEmptyString(item))
         .filter((item) => Boolean(item));
     const initialBusinessFactFamily = businessFactFamilyFor({
@@ -434,10 +442,26 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
     const oneSidedBusinessOverviewValueFlowOverride = initialBusinessFactFamily === "business_overview" &&
         Boolean(oneSidedValueAction) &&
         !detailedBusinessOverviewMoneyBreakdownHint;
-    const action = oneSidedBusinessOverviewValueFlowOverride ? oneSidedValueAction : rawAction;
+    const bidirectionalBusinessOverviewValueFlowOverride = initialBusinessFactFamily === "business_overview" && hasIncomingVsOutgoingComparisonHint(rawQuestionSignal);
-    const businessFactFamily = oneSidedBusinessOverviewValueFlowOverride ? "value_flow" : initialBusinessFactFamily;
+    const oneSidedValueFlowActionOverride = initialBusinessFactFamily === "value_flow" &&
+        Boolean(oneSidedValueAction) &&
+        (rawAction === "counterparty_value_or_turnover" || rawAction === "counterparty_value");
+    const action = bidirectionalBusinessOverviewValueFlowOverride
+        ? "net_value_flow"
+        : oneSidedBusinessOverviewValueFlowOverride || oneSidedValueFlowActionOverride
+            ? oneSidedValueAction
+            : rawAction;
+    const businessFactFamily = oneSidedBusinessOverviewValueFlowOverride || bidirectionalBusinessOverviewValueFlowOverride
+        ? "value_flow"
+        : initialBusinessFactFamily;
     const aggregationNeed = aggregationNeedFor(aggregationAxis);
     const comparisonNeed = comparisonNeedFor(action);
+    const organizationScopedValueComparison = businessFactFamily === "value_flow" &&
+        comparisonNeed === "incoming_vs_outgoing" &&
+        Boolean(explicitOrganizationScope) &&
+        hasIncomingVsOutgoingComparisonHint(rawQuestionSignal);
+    const subjectCandidates = organizationScopedValueComparison ? [] : rawSubjectCandidates;
+    const effectiveMetadataScopeHint = organizationScopedValueComparison ? null : metadataScopeHint;
     const allTimeScopeHint = hasAllTimeScopeHint(rawUtterance);
     const subjectScopedBidirectionalAllTime = businessFactFamily === "value_flow" &&
         comparisonNeed === "incoming_vs_outgoing" &&
@@ -556,6 +580,15 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
     if (oneSidedBusinessOverviewValueFlowOverride) {
         pushReason(reasonCodes, "data_need_graph_business_overview_one_sided_money_total_routed_to_value_flow");
     }
+    if (bidirectionalBusinessOverviewValueFlowOverride) {
+        pushReason(reasonCodes, "data_need_graph_business_overview_bidirectional_money_comparison_routed_to_value_flow");
+    }
+    if (organizationScopedValueComparison) {
+        pushReason(reasonCodes, "data_need_graph_organization_scoped_value_comparison_ignores_stale_subject");
+    }
+    if (oneSidedValueFlowActionOverride) {
+        pushReason(reasonCodes, "data_need_graph_value_flow_one_sided_money_total_action_normalized");
+    }
     if (clarificationGaps.includes("organization")) {
         pushReason(reasonCodes, "data_need_graph_open_scope_total_needs_organization");
     }
@@ -566,7 +599,7 @@ function buildAssistantMcpDiscoveryDataNeedGraph(input) {
         schema_version: exports.ASSISTANT_MCP_DISCOVERY_DATA_NEED_GRAPH_SCHEMA_VERSION,
         policy_owner: "assistantMcpDiscoveryDataNeedGraph",
         subject_candidates: subjectCandidates,
-        metadata_scope_hint: metadataScopeHint,
+        metadata_scope_hint: effectiveMetadataScopeHint,
         subject_resolution_optional: subjectResolutionOptional || undefined,
         business_fact_family: businessFactFamily,
         action_family: toNonEmptyString(action),

llm_normalizer/backend/dist/services/assistantMcpDiscoveryPilotExecutor.js

@@ -107,7 +107,10 @@ function scoreExplicitEntityCandidate(raw, cleaned, index) {
     return score;
 }
 function firstEntityCandidate(planner) {
-    const candidates = planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
+    const graphCandidates = planner.data_need_graph?.subject_candidates;
+    const candidates = Array.isArray(graphCandidates)
+        ? graphCandidates
+        : planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
     let best = null;
     for (let index = 0; index < candidates.length; index += 1) {
         const candidate = candidates[index];
@@ -582,10 +585,32 @@ function isEntityResolutionPilotEligible(planner) {
             combined.includes("entity discovery") ||
             combined.includes("counterparty search")));
 }
+function normalizeMetadataScopeHint(value) {
+    const text = toNonEmptyString(value);
+    if (!text) {
+        return null;
+    }
+    const normalized = text
+        .replace(/[«»"']/gu, "")
+        .replace(/\s+/g, " ")
+        .trim();
+    const comparable = normalized.toLowerCase().replace(/ё/g, "е");
+    if (/^контрагент(?:ам|ами|ах|ов|у|а|ом|е|ы)?$/iu.test(comparable)) {
+        return "контрагент";
+    }
+    if (/^(?:справочник\.)?контрагенты$/iu.test(comparable)) {
+        return "контрагент";
+    }
+    return normalized;
+}
 function metadataScopeForPlanner(planner) {
+    const metadataScopeHint = normalizeMetadataScopeHint(planner.discovery_plan.turn_meaning_ref?.metadata_scope_hint);
+    if (metadataScopeHint) {
+        return metadataScopeHint;
+    }
     const entityCandidate = firstEntityCandidate(planner);
     if (entityCandidate) {
-        return entityCandidate;
+        return normalizeMetadataScopeHint(entityCandidate) ?? entityCandidate;
     }
     if (planner.selected_chain_id === "catalog_drilldown") {
         const surface = planner.metadata_surface_ref;
@@ -647,7 +672,9 @@ function valueFlowPilotProfile(planner) {
     const meaning = planner.discovery_plan.turn_meaning_ref;
     const action = String(meaning?.asked_action_family ?? "").toLowerCase();
     const unsupported = String(meaning?.unsupported_but_understood_family ?? "").toLowerCase();
-    const combined = `${action} ${unsupported}`;
+    const graphAction = String(planner.data_need_graph?.action_family ?? "").toLowerCase();
+    const graphComparison = String(planner.data_need_graph?.comparison_need ?? "").toLowerCase();
+    const combined = `${action} ${unsupported} ${graphAction} ${graphComparison} ${planner.selected_chain_id}`;
     if (combined.includes("net_value_flow") ||
         combined.includes("bidirectional") ||
         combined.includes("netting") ||

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js

@@ -614,13 +614,19 @@ function businessOverviewInventoryLine(overview) {
     ].filter((item) => Boolean(item));
     return pieces.length > 0 ? `Склад: ${pieces.join(", ")}.` : null;
 }
-function bidirectionalNetLabel(direction) {
+function bidirectionalNetLabel(direction, scopeKind = "counterparty") {
     if (direction === "net_outgoing") {
+        if (scopeKind === "organization") {
+            return "нетто в сторону исходящих платежей";
+        }
         return "нетто в сторону контрагента";
     }
     if (direction === "balanced") {
         return "нетто около нуля";
     }
+    if (scopeKind === "organization") {
+        return "нетто в сторону входящих платежей";
+    }
     return "нетто в нашу сторону";
 }
 function buildCompactBidirectionalValueFlowReply(entryPoint, draft) {
@@ -642,6 +648,11 @@ function buildCompactBidirectionalValueFlowReply(entryPoint, draft) {
     }
     const counterparty = toNonEmptyString(flow.counterparty);
     const organizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
+    const scopeKind = counterparty
+        ? "counterparty"
+        : organizationScope
+            ? "organization"
+            : "generic";
     const subjectLead = counterparty
         ? `по контрагенту ${counterparty}`
         : organizationScope
@@ -649,9 +660,9 @@ function buildCompactBidirectionalValueFlowReply(entryPoint, draft) {
             : "по выбранному контуру";
     const period = toNonEmptyString(flow.period_scope);
     const periodText = period ? ` за период ${period}` : " в проверенном окне";
-    const netLabel = bidirectionalNetLabel(flow.net_direction);
+    const netLabel = bidirectionalNetLabel(flow.net_direction, scopeKind);
     const lines = [
-        `Коротко: ${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
+        `${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
     ];
     const basis = [];
     if (incomingAmount) {
@@ -661,7 +672,12 @@ function buildCompactBidirectionalValueFlowReply(entryPoint, draft) {
         basis.push("исходящие платежи");
     }
     if (basis.length > 0) {
-        lines.push(`Основа: проверенные ${basis.join(" и ")} по этому контрагенту в 1С.`);
+        const basisScope = scopeKind === "counterparty"
+            ? "по этому контрагенту"
+            : scopeKind === "organization"
+                ? "по этой компании"
+                : "по выбранному контуру";
+        lines.push(`Основа: проверенные ${basis.join(" и ")} ${basisScope} в 1С.`);
     }
     if (flow.coverage_limited_by_probe_limit === true) {
         lines.push("Важно: часть проверки достигла лимита строк, поэтому это проверенный срез найденных движений, а не гарантия полного периода.");

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -247,6 +247,88 @@ function readTruthAnswerShape(input) {
     const truthAnswerPolicy = toRecordObject(input.addressRuntimeMeta?.assistant_truth_answer_policy_v1);
     return toRecordObject(truthAnswerPolicy?.answer_shape);
 }
+function hasCurrentClarificationRequiredAddressReply(input) {
+    const answerShape = toNonEmptyString(input.addressRuntimeMeta?.answer_shape) ??
+        toNonEmptyString(input.addressRuntimeMeta?.truth_mode) ??
+        toNonEmptyString(readTruthAnswerShape(input)?.answer_shape);
+    if (answerShape === "clarification_required") {
+        return true;
+    }
+    const truthAnswerPolicy = toRecordObject(input.addressRuntimeMeta?.assistant_truth_answer_policy_v1);
+    const truthGate = toRecordObject(truthAnswerPolicy?.truth_gate);
+    const policyAnswerShape = toRecordObject(truthAnswerPolicy?.answer_shape);
+    return (toNonEmptyString(truthGate?.truth_mode) === "clarification_required" ||
+        toNonEmptyString(policyAnswerShape?.answer_shape) === "clarification_required");
+}
+function hasDiscoveryClarificationCandidatePriorityOverCurrentClarification(input, entryPoint, candidate) {
+    if (!hasCurrentClarificationRequiredAddressReply(input)) {
+        return false;
+    }
+    if (candidate.candidate_status !== "clarification_candidate") {
+        return false;
+    }
+    if (!candidate.eligible_for_future_hot_runtime || !toNonEmptyString(candidate.reply_text)) {
+        return false;
+    }
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    const graph = readDiscoveryDataNeedGraph(entryPoint);
+    const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+    const discoveryFamily = toNonEmptyString(graph?.business_fact_family);
+    const askedDomain = toNonEmptyString(turnMeaning?.asked_domain_family);
+    const askedAction = toNonEmptyString(turnMeaning?.asked_action_family) ?? toNonEmptyString(graph?.action_family);
+    const asksForMovements = discoveryFamily === "movement_evidence" || askedDomain === "movements" || askedAction === "list_movements";
+    const truthAnswerShape = readTruthAnswerShape(input);
+    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) ??
+        toNonEmptyString(truthAnswerShape?.capability_contract_id);
+    const missingFilters = [
+        ...readStringArray(input.addressRuntimeMeta?.missing_required_filters),
+        ...readStringArray(input.addressRuntimeMeta?.missing_anchors),
+        ...readStringArray(toRecordObject(input.addressRuntimeMeta?.capability_binding_contract)?.missing_anchors)
+    ];
+    const staleInventoryItemClarification = Boolean(missingFilters.includes("item") &&
+        (detectedIntent?.startsWith("inventory_") ||
+            selectedRecipe?.includes("inventory_") ||
+            capabilityId?.includes("inventory_")));
+    return asksForMovements && staleInventoryItemClarification;
+}
+function hasGroundedValueFlowCandidatePriorityOverCurrentClarification(input, entryPoint, candidate) {
+    if (!hasCurrentClarificationRequiredAddressReply(input)) {
+        return false;
+    }
+    if (candidate.candidate_status !== "ready_for_guarded_use") {
+        return false;
+    }
+    if (!candidate.hot_runtime_wired || !candidate.eligible_for_future_hot_runtime || !toNonEmptyString(candidate.reply_text)) {
+        return false;
+    }
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    const graph = readDiscoveryDataNeedGraph(entryPoint);
+    const bridge = toRecordObject(entryPoint?.bridge);
+    const pilot = toRecordObject(bridge?.pilot);
+    const handoff = toRecordObject(bridge?.execution_handoff);
+    const routeCandidate = toRecordObject(bridge?.route_candidate);
+    const selectedChainId = toNonEmptyString(routeCandidate?.selected_chain_id) ??
+        toNonEmptyString(bridge?.selected_chain_id) ??
+        toNonEmptyString(pilot?.selected_chain_id);
+    const pilotScope = toNonEmptyString(pilot?.pilot_scope);
+    const actionFamily = toNonEmptyString(graph?.action_family);
+    const comparisonNeed = toNonEmptyString(graph?.comparison_need);
+    const valueFlowComparison = Boolean(selectedChainId === "value_flow_comparison" ||
+        pilotScope === "counterparty_bidirectional_value_flow_query_movements_v1" ||
+        (actionFamily === "net_value_flow" && comparisonNeed === "incoming_vs_outgoing"));
+    const mcpExecutionPerformed = handoff?.mcp_execution_performed === true || pilot?.mcp_execution_performed === true;
+    const guardedBusinessAnswerAllowed = bridge?.user_facing_response_allowed === true &&
+        bridge?.business_fact_answer_allowed === true &&
+        (handoff?.can_use_guarded_response === true || toNonEmptyString(bridge?.bridge_status) === "answer_draft_ready");
+    return valueFlowComparison && mcpExecutionPerformed && guardedBusinessAnswerAllowed;
+}
 function hasEffectivelyFactualAddressReply(input) {
     if (toNonEmptyString(input.currentReplyType) === "factual") {
         return true;
@@ -719,6 +801,12 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
     const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint);
     const evidenceLaneConflictWithDiscoveryTurnMeaning = hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint);
+    const currentClarificationRequiredAddressReply = hasCurrentClarificationRequiredAddressReply(input);
+    const discoveryClarificationCandidatePriority = hasDiscoveryClarificationCandidatePriorityOverCurrentClarification(input, entryPoint, candidate);
+    const groundedValueFlowCandidatePriority = hasGroundedValueFlowCandidatePriorityOverCurrentClarification(input, entryPoint, candidate);
+    const currentClarificationProtectsCurrentReply = currentClarificationRequiredAddressReply &&
+        !discoveryClarificationCandidatePriority &&
+        !groundedValueFlowCandidatePriority;
     const exactBankOperationsProtectsCurrent = exactBankOperationsAddressReply &&
         !semanticConflictWithDiscoveryTurnMeaning &&
         !valueFlowActionConflictWithDiscoveryTurnMeaning;
@@ -752,6 +840,15 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     if (evidenceLaneConflictWithDiscoveryTurnMeaning) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_evidence_lane_conflict_allows_candidate_override");
     }
+    if (currentClarificationProtectsCurrentReply) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_keep_current_clarification_required_reply");
+    }
+    if (discoveryClarificationCandidatePriority) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_clarification_candidate_priority_over_stale_address_clarification");
+    }
+    if (groundedValueFlowCandidatePriority) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_grounded_value_flow_candidate_priority_over_current_clarification");
+    }
     if (openScopeValueFlowDiscoveryPriority) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_open_scope_value_flow_candidate_priority");
     }
@@ -827,6 +924,7 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
         !exactDocumentListAddressReply &&
         !inventoryMarginRankingAddressReply &&
         !exactInventoryChainProtectsCurrent &&
+        !currentClarificationProtectsCurrentReply &&
         !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
         ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
         candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -60,10 +60,25 @@ function isReferentialEntityPlaceholder(value) {
         "этом"
     ]).has((0, addressTextRepair_1.normalizeRussianComparableText)(value));
 }
+function isNegativeCounterpartyScopePlaceholder(value) {
+    if (!value) {
+        return false;
+    }
+    const text = compactLower((0, addressTextRepair_1.repairAddressMojibakeText)(value));
+    if (!text) {
+        return false;
+    }
+    return (/(?:без\s+(?:привязк\p{L}*|конкретн\p{L}*)\s+к\s+контрагент\p{L}*|без\s+контрагент\p{L}*)/iu.test(text) ||
+        /(?:одн\p{L}*\s+организац\p{L}*\s+без\s+привязк\p{L}*)/iu.test(text) ||
+        /(?:organization\s+without\s+(?:counterparty|specific\s+counterparty))/iu.test(text));
+}
 function isReferentialOrganizationPlaceholder(value) {
     if (!value) {
         return false;
     }
+    if (isNegativeCounterpartyScopePlaceholder(value)) {
+        return true;
+    }
     return new Set([
         "эта организация",
         "этой организации",
@@ -129,6 +144,12 @@ function isGarbageSemanticAnchorCandidate(value) {
         "этими",
         "итогу",
         "итогам",
+        "одной",
+        "одному",
+        "одним",
+        "одна",
+        "один",
+        "одно",
         "всему",
         "всей",
         "всем",
@@ -168,7 +189,8 @@ function isGarbageSemanticAnchorCandidate(value) {
     ]).has(compact)) {
         return true;
     }
-    if (/^(?:по\s+)?(?:этим|этими)\s+данн\p{L}*$/iu.test(text) ||
+    if (isNegativeCounterpartyScopePlaceholder(text) ||
+        /^(?:по\s+)?(?:этим|этими)\s+данн\p{L}*$/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))?$/iu.test(text) ||
@@ -898,6 +920,9 @@ function normalizeLooseOrganizationAlias(value) {
     if (!text) {
         return null;
     }
+    if (isNegativeCounterpartyScopePlaceholder(text)) {
+        return null;
+    }
     const normalized = text
         .replace(/^[«"'“”]+|[»"'“”]+$/gu, "")
         .replace(/\s+/g, " ")

llm_normalizer/backend/src/services/assistantMcpDiscoveryAnswerAdapter.ts

@@ -293,7 +293,7 @@ function valueFlowZeroResultConfirmedLine(pilot: AssistantMcpDiscoveryPilotExecu
   const period = explicitDateScope(pilot);
   const organizationPart = organization ? ` по организации ${organization}` : "";
   const periodPart = period ? ` за период ${period}` : " в проверенном окне";
-  return `В проверенном срезе 1С по контрагенту ${counterparty}${organizationPart}${periodPart} ${valueFlowDirectionLabelRu(
+  return `В проверенном срезе 1С по контрагенту ${counterparty}${organizationPart}${periodPart}: 0 руб.; ${valueFlowDirectionLabelRu(
     pilot
   )} не найдено.`;
 }

llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts

@@ -193,6 +193,21 @@ function hasBusinessOverviewDirectMoneyAnswerHint(input: {
   );
 }
 
+function hasIncomingVsOutgoingComparisonHint(rawUtterance: string): boolean {
+  if (!rawUtterance) {
+    return false;
+  }
+  const mentionsBothDirections =
+    /(?:\u0432\u0445\u043e\u0434\p{L}*[\s\S]{0,100}\u0438(?:\u043b\u0438)?\s+\u0438\u0441\u0445\u043e\u0434\p{L}*|\u0438\u0441\u0445\u043e\u0434\p{L}*[\s\S]{0,100}\u0438(?:\u043b\u0438)?\s+\u0432\u0445\u043e\u0434\p{L}*|incoming[\s\S]{0,100}outgoing|outgoing[\s\S]{0,100}incoming)/iu.test(
+      rawUtterance
+    );
+  const asksComparison =
+    /(?:\u0447\u0442\u043e[\s\S]{0,40}\u0431\u043e\u043b\p{L}*|\u0431\u043e\u043b\p{L}*[\s\S]{0,40}\u0447\u0442\u043e|\u043f\u0440\u0435\u0432\u044b\p{L}*|\u043f\u043b\u044e\u0441|\u043c\u0438\u043d\u0443\u0441|\u0441\u0440\u0430\u0432\u043d\p{L}*|which[\s\S]{0,40}(?:more|larger|higher|bigger)|what[\s\S]{0,40}(?:more|larger|higher|bigger)|(?:more|larger|higher|bigger)[\s\S]{0,40}(?:incoming|outgoing))/iu.test(
+      rawUtterance
+    );
+  return mentionsBothDirections && asksComparison;
+}
+
 function timeScopeNeedFor(input: {
   family: string | null;
   explicitDateScope: string | null;
@@ -557,7 +572,7 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   const explicitOrganizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
   const metadataScopeHint = toNonEmptyString(turnMeaning?.metadata_scope_hint);
   const subjectResolutionOptional = turnMeaning?.subject_resolution_optional === true;
-  const subjectCandidates = (turnMeaning?.explicit_entity_candidates ?? [])
+  const rawSubjectCandidates = (turnMeaning?.explicit_entity_candidates ?? [])
     .map((item) => toNonEmptyString(item))
     .filter((item): item is string => Boolean(item));
   const initialBusinessFactFamily = businessFactFamilyFor({
@@ -572,10 +587,31 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
     initialBusinessFactFamily === "business_overview" &&
     Boolean(oneSidedValueAction) &&
     !detailedBusinessOverviewMoneyBreakdownHint;
-  const action = oneSidedBusinessOverviewValueFlowOverride ? oneSidedValueAction! : rawAction;
+  const bidirectionalBusinessOverviewValueFlowOverride =
-  const businessFactFamily = oneSidedBusinessOverviewValueFlowOverride ? "value_flow" : initialBusinessFactFamily;
+    initialBusinessFactFamily === "business_overview" && hasIncomingVsOutgoingComparisonHint(rawQuestionSignal);
+  const oneSidedValueFlowActionOverride =
+    initialBusinessFactFamily === "value_flow" &&
+    Boolean(oneSidedValueAction) &&
+    (rawAction === "counterparty_value_or_turnover" || rawAction === "counterparty_value");
+  const action =
+    bidirectionalBusinessOverviewValueFlowOverride
+      ? "net_value_flow"
+      : oneSidedBusinessOverviewValueFlowOverride || oneSidedValueFlowActionOverride
+      ? oneSidedValueAction!
+      : rawAction;
+  const businessFactFamily =
+    oneSidedBusinessOverviewValueFlowOverride || bidirectionalBusinessOverviewValueFlowOverride
+      ? "value_flow"
+      : initialBusinessFactFamily;
   const aggregationNeed = aggregationNeedFor(aggregationAxis);
   const comparisonNeed = comparisonNeedFor(action);
+  const organizationScopedValueComparison =
+    businessFactFamily === "value_flow" &&
+    comparisonNeed === "incoming_vs_outgoing" &&
+    Boolean(explicitOrganizationScope) &&
+    hasIncomingVsOutgoingComparisonHint(rawQuestionSignal);
+  const subjectCandidates = organizationScopedValueComparison ? [] : rawSubjectCandidates;
+  const effectiveMetadataScopeHint = organizationScopedValueComparison ? null : metadataScopeHint;
   const allTimeScopeHint = hasAllTimeScopeHint(rawUtterance);
   const subjectScopedBidirectionalAllTime =
     businessFactFamily === "value_flow" &&
@@ -705,6 +741,15 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   if (oneSidedBusinessOverviewValueFlowOverride) {
     pushReason(reasonCodes, "data_need_graph_business_overview_one_sided_money_total_routed_to_value_flow");
   }
+  if (bidirectionalBusinessOverviewValueFlowOverride) {
+    pushReason(reasonCodes, "data_need_graph_business_overview_bidirectional_money_comparison_routed_to_value_flow");
+  }
+  if (organizationScopedValueComparison) {
+    pushReason(reasonCodes, "data_need_graph_organization_scoped_value_comparison_ignores_stale_subject");
+  }
+  if (oneSidedValueFlowActionOverride) {
+    pushReason(reasonCodes, "data_need_graph_value_flow_one_sided_money_total_action_normalized");
+  }
   if (clarificationGaps.includes("organization")) {
     pushReason(reasonCodes, "data_need_graph_open_scope_total_needs_organization");
   }
@@ -716,7 +761,7 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
     schema_version: ASSISTANT_MCP_DISCOVERY_DATA_NEED_GRAPH_SCHEMA_VERSION,
     policy_owner: "assistantMcpDiscoveryDataNeedGraph",
     subject_candidates: subjectCandidates,
-    metadata_scope_hint: metadataScopeHint,
+    metadata_scope_hint: effectiveMetadataScopeHint,
     subject_resolution_optional: subjectResolutionOptional || undefined,
     business_fact_family: businessFactFamily,
     action_family: toNonEmptyString(action),

llm_normalizer/backend/src/services/assistantMcpDiscoveryPilotExecutor.ts

@@ -752,7 +752,10 @@ function scoreExplicitEntityCandidate(raw: string, cleaned: string, index: numbe
 }
 
 function firstEntityCandidate(planner: AssistantMcpDiscoveryPlannerContract): string | null {
-  const candidates = planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
+  const graphCandidates = planner.data_need_graph?.subject_candidates;
+  const candidates = Array.isArray(graphCandidates)
+    ? graphCandidates
+    : planner.discovery_plan.turn_meaning_ref?.explicit_entity_candidates ?? [];
   let best: { text: string; score: number } | null = null;
   for (let index = 0; index < candidates.length; index += 1) {
     const candidate = candidates[index];
@@ -1296,10 +1299,33 @@ function isEntityResolutionPilotEligible(planner: AssistantMcpDiscoveryPlannerCo
   );
 }
 
+function normalizeMetadataScopeHint(value: unknown): string | null {
+  const text = toNonEmptyString(value);
+  if (!text) {
+    return null;
+  }
+  const normalized = text
+    .replace(/[«»"']/gu, "")
+    .replace(/\s+/g, " ")
+    .trim();
+  const comparable = normalized.toLowerCase().replace(/ё/g, "е");
+  if (/^контрагент(?:ам|ами|ах|ов|у|а|ом|е|ы)?$/iu.test(comparable)) {
+    return "контрагент";
+  }
+  if (/^(?:справочник\.)?контрагенты$/iu.test(comparable)) {
+    return "контрагент";
+  }
+  return normalized;
+}
+
 function metadataScopeForPlanner(planner: AssistantMcpDiscoveryPlannerContract): string | null {
+  const metadataScopeHint = normalizeMetadataScopeHint(planner.discovery_plan.turn_meaning_ref?.metadata_scope_hint);
+  if (metadataScopeHint) {
+    return metadataScopeHint;
+  }
   const entityCandidate = firstEntityCandidate(planner);
   if (entityCandidate) {
-    return entityCandidate;
+    return normalizeMetadataScopeHint(entityCandidate) ?? entityCandidate;
   }
   if (planner.selected_chain_id === "catalog_drilldown") {
     const surface = planner.metadata_surface_ref;
@@ -1375,7 +1401,9 @@ function valueFlowPilotProfile(planner: AssistantMcpDiscoveryPlannerContract): V
   const meaning = planner.discovery_plan.turn_meaning_ref;
   const action = String(meaning?.asked_action_family ?? "").toLowerCase();
   const unsupported = String(meaning?.unsupported_but_understood_family ?? "").toLowerCase();
-  const combined = `${action} ${unsupported}`;
+  const graphAction = String(planner.data_need_graph?.action_family ?? "").toLowerCase();
+  const graphComparison = String(planner.data_need_graph?.comparison_need ?? "").toLowerCase();
+  const combined = `${action} ${unsupported} ${graphAction} ${graphComparison} ${planner.selected_chain_id}`;
   if (
     combined.includes("net_value_flow") ||
     combined.includes("bidirectional") ||

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts

@@ -736,13 +736,19 @@ function businessOverviewInventoryLine(overview: Record<string, unknown>): strin
   return pieces.length > 0 ? `Склад: ${pieces.join(", ")}.` : null;
 }
 
-function bidirectionalNetLabel(direction: unknown): string {
+function bidirectionalNetLabel(direction: unknown, scopeKind: "counterparty" | "organization" | "generic" = "counterparty"): string {
   if (direction === "net_outgoing") {
+    if (scopeKind === "organization") {
+      return "нетто в сторону исходящих платежей";
+    }
     return "нетто в сторону контрагента";
   }
   if (direction === "balanced") {
     return "нетто около нуля";
   }
+  if (scopeKind === "organization") {
+    return "нетто в сторону входящих платежей";
+  }
   return "нетто в нашу сторону";
 }
 
@@ -770,6 +776,11 @@ function buildCompactBidirectionalValueFlowReply(
 
   const counterparty = toNonEmptyString(flow.counterparty);
   const organizationScope = toNonEmptyString(turnMeaning?.explicit_organization_scope);
+  const scopeKind: "counterparty" | "organization" | "generic" = counterparty
+    ? "counterparty"
+    : organizationScope
+      ? "organization"
+      : "generic";
   const subjectLead = counterparty
     ? `по контрагенту ${counterparty}`
     : organizationScope
@@ -777,9 +788,9 @@ function buildCompactBidirectionalValueFlowReply(
       : "по выбранному контуру";
   const period = toNonEmptyString(flow.period_scope);
   const periodText = period ? ` за период ${period}` : " в проверенном окне";
-  const netLabel = bidirectionalNetLabel(flow.net_direction);
+  const netLabel = bidirectionalNetLabel(flow.net_direction, scopeKind);
   const lines = [
-    `Коротко: ${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
+    `${subjectLead}${periodText} по найденным строкам 1С получили ${incomingAmount ?? "0 руб."}, заплатили ${outgoingAmount ?? "0 руб."}; расчетное ${netLabel}: ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
   ];
 
   const basis: string[] = [];
@@ -790,7 +801,13 @@ function buildCompactBidirectionalValueFlowReply(
     basis.push("исходящие платежи");
   }
   if (basis.length > 0) {
-    lines.push(`Основа: проверенные ${basis.join(" и ")} по этому контрагенту в 1С.`);
+    const basisScope =
+      scopeKind === "counterparty"
+        ? "по этому контрагенту"
+        : scopeKind === "organization"
+          ? "по этой компании"
+          : "по выбранному контуру";
+    lines.push(`Основа: проверенные ${basis.join(" и ")} ${basisScope} в 1С.`);
   }
   if (flow.coverage_limited_by_probe_limit === true) {
     lines.push("Важно: часть проверки достигла лимита строк, поэтому это проверенный срез найденных движений, а не гарантия полного периода.");

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -367,6 +367,116 @@ function readTruthAnswerShape(input: ApplyAssistantMcpDiscoveryResponsePolicyInp
   return toRecordObject(truthAnswerPolicy?.answer_shape);
 }
 
+function hasCurrentClarificationRequiredAddressReply(input: ApplyAssistantMcpDiscoveryResponsePolicyInput): boolean {
+  const answerShape =
+    toNonEmptyString(input.addressRuntimeMeta?.answer_shape) ??
+    toNonEmptyString(input.addressRuntimeMeta?.truth_mode) ??
+    toNonEmptyString(readTruthAnswerShape(input)?.answer_shape);
+  if (answerShape === "clarification_required") {
+    return true;
+  }
+  const truthAnswerPolicy = toRecordObject(input.addressRuntimeMeta?.assistant_truth_answer_policy_v1);
+  const truthGate = toRecordObject(truthAnswerPolicy?.truth_gate);
+  const policyAnswerShape = toRecordObject(truthAnswerPolicy?.answer_shape);
+  return (
+    toNonEmptyString(truthGate?.truth_mode) === "clarification_required" ||
+    toNonEmptyString(policyAnswerShape?.answer_shape) === "clarification_required"
+  );
+}
+
+function hasDiscoveryClarificationCandidatePriorityOverCurrentClarification(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null,
+  candidate: AssistantMcpDiscoveryResponseCandidateContract
+): boolean {
+  if (!hasCurrentClarificationRequiredAddressReply(input)) {
+    return false;
+  }
+  if (candidate.candidate_status !== "clarification_candidate") {
+    return false;
+  }
+  if (!candidate.eligible_for_future_hot_runtime || !toNonEmptyString(candidate.reply_text)) {
+    return false;
+  }
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+
+  const graph = readDiscoveryDataNeedGraph(entryPoint);
+  const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+  const discoveryFamily = toNonEmptyString(graph?.business_fact_family);
+  const askedDomain = toNonEmptyString(turnMeaning?.asked_domain_family);
+  const askedAction =
+    toNonEmptyString(turnMeaning?.asked_action_family) ?? toNonEmptyString(graph?.action_family);
+  const asksForMovements =
+    discoveryFamily === "movement_evidence" || askedDomain === "movements" || askedAction === "list_movements";
+
+  const truthAnswerShape = readTruthAnswerShape(input);
+  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) ??
+    toNonEmptyString(truthAnswerShape?.capability_contract_id);
+  const missingFilters = [
+    ...readStringArray(input.addressRuntimeMeta?.missing_required_filters),
+    ...readStringArray(input.addressRuntimeMeta?.missing_anchors),
+    ...readStringArray(toRecordObject(input.addressRuntimeMeta?.capability_binding_contract)?.missing_anchors)
+  ];
+  const staleInventoryItemClarification = Boolean(
+    missingFilters.includes("item") &&
+      (detectedIntent?.startsWith("inventory_") ||
+        selectedRecipe?.includes("inventory_") ||
+        capabilityId?.includes("inventory_"))
+  );
+
+  return asksForMovements && staleInventoryItemClarification;
+}
+
+function hasGroundedValueFlowCandidatePriorityOverCurrentClarification(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null,
+  candidate: AssistantMcpDiscoveryResponseCandidateContract
+): boolean {
+  if (!hasCurrentClarificationRequiredAddressReply(input)) {
+    return false;
+  }
+  if (candidate.candidate_status !== "ready_for_guarded_use") {
+    return false;
+  }
+  if (!candidate.hot_runtime_wired || !candidate.eligible_for_future_hot_runtime || !toNonEmptyString(candidate.reply_text)) {
+    return false;
+  }
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+
+  const graph = readDiscoveryDataNeedGraph(entryPoint);
+  const bridge = toRecordObject(entryPoint?.bridge);
+  const pilot = toRecordObject(bridge?.pilot);
+  const handoff = toRecordObject(bridge?.execution_handoff);
+  const routeCandidate = toRecordObject(bridge?.route_candidate);
+  const selectedChainId =
+    toNonEmptyString(routeCandidate?.selected_chain_id) ??
+    toNonEmptyString(bridge?.selected_chain_id) ??
+    toNonEmptyString(pilot?.selected_chain_id);
+  const pilotScope = toNonEmptyString(pilot?.pilot_scope);
+  const actionFamily = toNonEmptyString(graph?.action_family);
+  const comparisonNeed = toNonEmptyString(graph?.comparison_need);
+  const valueFlowComparison = Boolean(
+    selectedChainId === "value_flow_comparison" ||
+      pilotScope === "counterparty_bidirectional_value_flow_query_movements_v1" ||
+      (actionFamily === "net_value_flow" && comparisonNeed === "incoming_vs_outgoing")
+  );
+  const mcpExecutionPerformed = handoff?.mcp_execution_performed === true || pilot?.mcp_execution_performed === true;
+  const guardedBusinessAnswerAllowed =
+    bridge?.user_facing_response_allowed === true &&
+    bridge?.business_fact_answer_allowed === true &&
+    (handoff?.can_use_guarded_response === true || toNonEmptyString(bridge?.bridge_status) === "answer_draft_ready");
+
+  return valueFlowComparison && mcpExecutionPerformed && guardedBusinessAnswerAllowed;
+}
+
 function hasEffectivelyFactualAddressReply(input: ApplyAssistantMcpDiscoveryResponsePolicyInput): boolean {
   if (toNonEmptyString(input.currentReplyType) === "factual") {
     return true;
@@ -971,6 +1081,21 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     input,
     entryPoint
   );
+  const currentClarificationRequiredAddressReply = hasCurrentClarificationRequiredAddressReply(input);
+  const discoveryClarificationCandidatePriority = hasDiscoveryClarificationCandidatePriorityOverCurrentClarification(
+    input,
+    entryPoint,
+    candidate
+  );
+  const groundedValueFlowCandidatePriority = hasGroundedValueFlowCandidatePriorityOverCurrentClarification(
+    input,
+    entryPoint,
+    candidate
+  );
+  const currentClarificationProtectsCurrentReply =
+    currentClarificationRequiredAddressReply &&
+    !discoveryClarificationCandidatePriority &&
+    !groundedValueFlowCandidatePriority;
   const exactBankOperationsProtectsCurrent =
     exactBankOperationsAddressReply &&
     !semanticConflictWithDiscoveryTurnMeaning &&
@@ -1007,6 +1132,21 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   if (evidenceLaneConflictWithDiscoveryTurnMeaning) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_evidence_lane_conflict_allows_candidate_override");
   }
+  if (currentClarificationProtectsCurrentReply) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_keep_current_clarification_required_reply");
+  }
+  if (discoveryClarificationCandidatePriority) {
+    pushReason(
+      reasonCodes,
+      "mcp_discovery_response_policy_clarification_candidate_priority_over_stale_address_clarification"
+    );
+  }
+  if (groundedValueFlowCandidatePriority) {
+    pushReason(
+      reasonCodes,
+      "mcp_discovery_response_policy_grounded_value_flow_candidate_priority_over_current_clarification"
+    );
+  }
   if (openScopeValueFlowDiscoveryPriority) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_open_scope_value_flow_candidate_priority");
   }
@@ -1102,6 +1242,7 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
     !exactDocumentListAddressReply &&
     !inventoryMarginRankingAddressReply &&
     !exactInventoryChainProtectsCurrent &&
+    !currentClarificationProtectsCurrentReply &&
     !(deterministicBroadBusinessEvaluationReply && candidate.candidate_status === "clarification_candidate") &&
     ALLOWED_CANDIDATE_STATUSES.has(candidate.candidate_status) &&
     candidate.eligible_for_future_hot_runtime &&

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -104,10 +104,28 @@ function isReferentialEntityPlaceholder(value: string): boolean {
   ]).has(normalizeRussianComparableText(value));
 }
 
+function isNegativeCounterpartyScopePlaceholder(value: string | null): boolean {
+  if (!value) {
+    return false;
+  }
+  const text = compactLower(repairAddressMojibakeText(value));
+  if (!text) {
+    return false;
+  }
+  return (
+    /(?:без\s+(?:привязк\p{L}*|конкретн\p{L}*)\s+к\s+контрагент\p{L}*|без\s+контрагент\p{L}*)/iu.test(text) ||
+    /(?:одн\p{L}*\s+организац\p{L}*\s+без\s+привязк\p{L}*)/iu.test(text) ||
+    /(?:organization\s+without\s+(?:counterparty|specific\s+counterparty))/iu.test(text)
+  );
+}
+
 function isReferentialOrganizationPlaceholder(value: string | null): boolean {
   if (!value) {
     return false;
   }
+  if (isNegativeCounterpartyScopePlaceholder(value)) {
+    return true;
+  }
   return new Set([
     "эта организация",
     "этой организации",
@@ -180,6 +198,12 @@ function isGarbageSemanticAnchorCandidate(value: string | null): boolean {
       "этими",
       "итогу",
       "итогам",
+      "одной",
+      "одному",
+      "одним",
+      "одна",
+      "один",
+      "одно",
       "всему",
       "всей",
       "всем",
@@ -221,6 +245,7 @@ function isGarbageSemanticAnchorCandidate(value: string | null): boolean {
     return true;
   }
   if (
+    isNegativeCounterpartyScopePlaceholder(text) ||
     /^(?: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
@@ -1294,6 +1319,9 @@ function normalizeLooseOrganizationAlias(value: string | null): string | null {
   if (!text) {
     return null;
   }
+  if (isNegativeCounterpartyScopePlaceholder(text)) {
+    return null;
+  }
   const normalized = text
     .replace(/^[«"'“”]+|[»"'“”]+$/gu, "")
     .replace(/\s+/g, " ")

llm_normalizer/backend/tests/assistantMcpDiscoveryAnswerAdapter.test.ts

@@ -117,6 +117,28 @@ describe("assistant MCP discovery answer adapter", () => {
     expect(draft.must_not_claim).toContain("Do not claim a confirmed business fact when confirmed_facts is empty.");
   });
 
+  it("states zero rubles for checked payout searches with no matched rows", async () => {
+    const planner = planAssistantMcpDiscovery({
+      turnMeaning: {
+        asked_domain_family: "counterparty_value",
+        asked_action_family: "payout",
+        explicit_entity_candidates: ["Группа СВК"],
+        explicit_date_scope: "2020",
+        unsupported_but_understood_family: "counterparty_payouts_or_outflow"
+      }
+    });
+    const pilot = await executeAssistantMcpDiscoveryPilot(planner, buildDeps([]));
+
+    const draft = buildAssistantMcpDiscoveryAnswerDraft(pilot);
+    const answerText = [draft.headline, ...draft.confirmed_lines, ...draft.unknown_lines].join("\n");
+
+    expect(draft.answer_mode).toBe("checked_sources_only");
+    expect(answerText).toContain("0 руб.");
+    expect(answerText).toContain("исходящих платежей/списаний не найдено");
+    expect(answerText).toContain("Группа СВК");
+    expect(answerText).toContain("2020");
+  });
+
   it("turns generic document evidence into a bounded document answer draft", async () => {
     const planner = planAssistantMcpDiscovery({
       turnMeaning: {

llm_normalizer/backend/tests/assistantMcpDiscoveryDataNeedGraph.test.ts

@@ -367,6 +367,42 @@ describe("assistant MCP discovery data need graph", () => {
     );
   });
 
+  it("routes broad-overview incoming-vs-outgoing money comparison to value-flow comparison", () => {
+    const result = buildAssistantMcpDiscoveryDataNeedGraph({
+      semanticDataNeed: "business overview evidence with bounded analyst interpretation",
+      rawUtterance:
+        "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+      turnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "broad_evaluation",
+        unsupported_but_understood_family: "broad_business_evaluation",
+        explicit_entity_candidates: ["Группа СВК", "ООО Альтернатива Плюс больше"],
+        metadata_scope_hint: "Группа СВК",
+        explicit_date_scope: "2020",
+        explicit_organization_scope: "ООО Альтернатива Плюс"
+      }
+    });
+
+    expect(result.business_fact_family).toBe("value_flow");
+    expect(result.subject_candidates).toEqual([]);
+    expect(result.metadata_scope_hint).toBeNull();
+    expect(result.action_family).toBe("net_value_flow");
+    expect(result.comparison_need).toBe("incoming_vs_outgoing");
+    expect(result.clarification_gaps).toEqual([]);
+    expect(result.decomposition_candidates).toEqual([
+      "collect_incoming_movements",
+      "collect_outgoing_movements",
+      "probe_coverage"
+    ]);
+    expect(result.reason_codes).toContain(
+      "data_need_graph_business_overview_bidirectional_money_comparison_routed_to_value_flow"
+    );
+    expect(result.reason_codes).toContain(
+      "data_need_graph_organization_scoped_value_comparison_ignores_stale_subject"
+    );
+    expect(result.reason_codes).toContain("data_need_graph_comparison_incoming_vs_outgoing");
+  });
+
   it("treats a generic incoming total as an understood open-scope ask that still needs organization", () => {
     const result = buildAssistantMcpDiscoveryDataNeedGraph({
       semanticDataNeed: "counterparty value-flow evidence",

llm_normalizer/backend/tests/assistantMcpDiscoveryPilotExecutor.test.ts

@@ -1170,6 +1170,41 @@ describe("assistant MCP discovery pilot executor", () => {
     });
   });
 
+  it("prefers normalized metadata scope hint over inflected entity candidate", async () => {
+    const planner = planAssistantMcpDiscovery({
+      turnMeaning: {
+        asked_domain_family: "metadata",
+        asked_action_family: "inspect_catalog",
+        explicit_entity_candidates: ["контрагентам", "контрагент"],
+        metadata_scope_hint: "контрагент",
+        unsupported_but_understood_family: "1c_metadata_surface"
+      }
+    });
+    const deps = buildMetadataDeps([
+      {
+        FullName: "Справочник.Контрагенты",
+        MetaType: "Справочник",
+        attributes: [{ Name: "Наименование" }, { Name: "ИНН" }]
+      }
+    ]);
+
+    const result = await executeAssistantMcpDiscoveryPilot(planner, deps);
+
+    expect(result.evidence.evidence_status).toBe("confirmed");
+    expect(result.derived_metadata_surface).toMatchObject({
+      metadata_scope: "контрагент",
+      requested_meta_types: ["Справочник"],
+      matched_rows: 1,
+      available_entity_sets: ["Справочник"],
+      matched_objects: ["Справочник.Контрагенты"]
+    });
+    expect(deps.executeAddressMcpMetadata).toHaveBeenCalledTimes(1);
+    expect(deps.executeAddressMcpMetadata.mock.calls[0]?.[0]).toMatchObject({
+      meta_type: ["Справочник"],
+      name_mask: "контрагент"
+    });
+  });
+
   it("executes catalog drilldown through a narrowed metadata probe seeded from the confirmed surface object", async () => {
     const planner = planAssistantMcpDiscovery({
       metadataSurface: {
@@ -1750,6 +1785,75 @@ describe("assistant MCP discovery pilot executor", () => {
     expect(deps.executeAddressMcpQuery).toHaveBeenCalledTimes(2);
   });
 
+  it("executes organization-scoped value-flow comparison without stale counterparty subject", async () => {
+    const planner = planAssistantMcpDiscovery({
+      dataNeedGraph: {
+        schema_version: "assistant_data_need_graph_v1",
+        policy_owner: "assistantMcpDiscoveryDataNeedGraph",
+        subject_candidates: [],
+        metadata_scope_hint: null,
+        business_fact_family: "value_flow",
+        action_family: "net_value_flow",
+        aggregation_need: null,
+        time_scope_need: "explicit_period",
+        comparison_need: "incoming_vs_outgoing",
+        ranking_need: null,
+        proof_expectation: "coverage_checked_fact",
+        clarification_gaps: [],
+        decomposition_candidates: ["collect_incoming_movements", "collect_outgoing_movements", "probe_coverage"],
+        forbidden_overclaim_flags: ["no_raw_model_claims", "no_unchecked_fact_totals"],
+        reason_codes: [
+          "data_need_graph_built",
+          "data_need_graph_family_value_flow",
+          "data_need_graph_comparison_incoming_vs_outgoing",
+          "data_need_graph_organization_scoped_value_comparison_ignores_stale_subject"
+        ]
+      },
+      turnMeaning: {
+        asked_domain_family: "business_overview",
+        asked_action_family: "broad_evaluation",
+        explicit_entity_candidates: ["SVK", "OOO Alternative Plus more"],
+        metadata_scope_hint: "SVK",
+        explicit_organization_scope: "OOO Alternative Plus",
+        explicit_date_scope: "2020",
+        unsupported_but_understood_family: "broad_business_evaluation"
+      }
+    });
+    const deps = buildSequentialDeps([
+      {
+        rows: [{ Period: "2020-01-15T00:00:00", Amount: 10000, Organization: "OOO Alternative Plus" }]
+      },
+      {
+        rows: [{ Period: "2020-03-10T00:00:00", Amount: 4000, Organization: "OOO Alternative Plus" }]
+      }
+    ]);
+
+    const result = await executeAssistantMcpDiscoveryPilot(planner, deps);
+
+    expect(result.pilot_scope).toBe("counterparty_bidirectional_value_flow_query_movements_v1");
+    expect(result.derived_value_flow).toBeNull();
+    expect(result.derived_bidirectional_value_flow).toMatchObject({
+      counterparty: null,
+      period_scope: "2020",
+      net_amount: 6000,
+      net_direction: "net_incoming",
+      incoming_customer_revenue: {
+        rows_matched: 1,
+        total_amount: 10000
+      },
+      outgoing_supplier_payout: {
+        rows_matched: 1,
+        total_amount: 4000
+      }
+    });
+    expect(result.reason_codes).toContain("pilot_bidirectional_value_flow_recipes_selected");
+    expect(deps.executeAddressMcpQuery).toHaveBeenCalledTimes(2);
+    const serializedCalls = deps.executeAddressMcpQuery.mock.calls
+      .map((call) => JSON.stringify(call[0]))
+      .join("\n");
+    expect(serializedCalls).not.toContain("SVK");
+  });
+
   it("prefers clean counterparty candidates for bidirectional net value-flow probes", async () => {
     const planner = planAssistantMcpDiscovery({
       turnMeaning: {

llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts

@@ -1280,6 +1280,10 @@ describe("assistant MCP discovery response candidate", () => {
     );
 
     expect(candidate.reply_text?.split("\n")[0]).toContain("по компании ООО Альтернатива Плюс за период 2020");
+    expect(candidate.reply_text).toContain("Основа: проверенные входящие платежи и исходящие платежи по этой компании в 1С.");
+    expect(candidate.reply_text).toContain("нетто в сторону входящих платежей: 3 865 501,50 руб.");
+    expect(candidate.reply_text).not.toContain("Коротко:");
+    expect(candidate.reply_text).not.toContain("по этому контрагенту");
     expect(candidate.reply_text).not.toContain("по контрагенту запрошенному контрагенту");
   });
 
@@ -1918,7 +1922,7 @@ describe("assistant MCP discovery response candidate", () => {
     );
 
     const firstLine = candidate.reply_text?.split("\n")[0] ?? "";
-    expect(firstLine).toContain("Коротко:");
+    expect(firstLine).not.toContain("Коротко:");
     expect(firstLine).toContain("SVK");
     expect(firstLine).toContain("получили 12 500,50 руб.");
     expect(firstLine).toContain("заплатили 4 000 руб.");

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -57,6 +57,7 @@ describe("assistant MCP discovery response policy", () => {
         mcpDiscoveryRuntimeEntryPoint: entryPoint({
           bridge: {
             bridge_status: "answer_draft_ready",
+            hot_runtime_wired: true,
             user_facing_response_allowed: true,
             business_fact_answer_allowed: true,
             requires_user_clarification: false,
@@ -79,6 +80,56 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reply_text).not.toContain("Коротко:");
   });
 
+  it("keeps current organization clarification over a checked-sources value-flow candidate", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply:
+        "Нужно уточнить организацию, чтобы не смешивать компании в одном ответе.\nСейчас в доступном контуре вижу такие организации:\n- ООО Альтернатива Плюс\n- ООО Ромашка",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "partial_coverage",
+      addressRuntimeMeta: {
+        truth_mode: "clarification_required",
+        answer_shape: "clarification_required",
+        answer_shape_contract: {
+          answer_shape: "clarification_required",
+          reply_type: "partial_coverage"
+        },
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            data_need_graph: {
+              business_fact_family: "value_flow",
+              subject_candidates: [],
+              clarification_gaps: ["organization"],
+              reason_codes: ["data_need_graph_open_scope_total_needs_organization"]
+            }
+          },
+          bridge: {
+            bridge_status: "checked_sources_only",
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: false,
+            requires_user_clarification: true,
+            answer_draft: {
+              answer_mode: "checked_sources_only",
+              headline: "В проверенном срезе 1С входящих денежных поступлений не найдено.",
+              confirmed_lines: ["В проверенном срезе 1С входящих денежных поступлений не найдено."],
+              inference_lines: [],
+              unknown_lines: [],
+              limitation_lines: [],
+              next_step_line: null
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(false);
+    expect(result.reply_text).toContain("Нужно уточнить организацию");
+    expect(result.reply_text).toContain("ООО Альтернатива Плюс");
+    expect(result.reply_text).not.toContain("не найдено");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_keep_current_clarification_required_reply");
+  });
+
   it("keeps the current reply when the turn is not an unsupported boundary", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "regular chat",
@@ -236,6 +287,7 @@ describe("assistant MCP discovery response policy", () => {
           },
           bridge: {
             bridge_status: "answer_draft_ready",
+            hot_runtime_wired: true,
             user_facing_response_allowed: true,
             business_fact_answer_allowed: true,
             requires_user_clarification: false,
@@ -341,6 +393,68 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_matched_factual_address_reply");
   });
 
+  it("uses a movement clarification candidate over a stale inventory-item clarification", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply: "Need item before I can continue.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "partial_coverage",
+      addressRuntimeMeta: {
+        detected_intent: "inventory_purchase_documents_for_item",
+        selected_recipe: "address_inventory_purchase_documents_for_item_v1",
+        capability_id: "inventory_inventory_purchase_documents_for_item",
+        truth_mode: "clarification_required",
+        answer_shape: "clarification_required",
+        missing_required_filters: ["item"],
+        answer_shape_contract: {
+          answer_shape: "clarification_required",
+          reply_type: "partial_coverage",
+          capability_contract_id: "inventory_inventory_purchase_documents_for_item"
+        },
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "movements",
+              asked_action_family: "list_movements",
+              explicit_entity_candidates: ["Group SVK"],
+              unsupported_but_understood_family: "movement_evidence"
+            },
+            data_need_graph: {
+              business_fact_family: "movement_evidence",
+              action_family: "list_movements",
+              clarification_gaps: ["period"]
+            }
+          },
+          bridge: {
+            bridge_status: "needs_clarification",
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: false,
+            requires_user_clarification: true,
+            answer_draft: {
+              answer_mode: "needs_clarification",
+              headline: "I can continue by movements for Group SVK, but I need a period.",
+              confirmed_lines: [],
+              inference_lines: [],
+              unknown_lines: ["The period is required before searching movements."],
+              limitation_lines: [],
+              next_step_line: "Specify the period and I will search movements for Group SVK."
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.decision).toBe("apply_candidate");
+    expect(result.reply_text).toContain("movements for Group SVK");
+    expect(result.reply_text).not.toContain("Need item");
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_response_policy_clarification_candidate_priority_over_stale_address_clarification"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_current_clarification_required_reply");
+  });
+
   it("overrides exact document-list replies for explicit counterparty received-paid-net questions", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "Контрагент: Группа СВК. Найдено документов: 19.",
@@ -1509,4 +1623,95 @@ describe("assistant MCP discovery response policy", () => {
       "mcp_discovery_response_policy_keep_broad_business_summary_over_clarification_candidate"
     );
   });
+
+  it("lets a grounded bidirectional value-flow candidate override a stale address clarification reply", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply:
+        "Проверка данных за 2020 год по контрагенту «Группа СВК» не удалась — такой точный или аналогичный вариант имени не найден.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "partial_coverage",
+      addressRuntimeMeta: {
+        truth_mode: "clarification_required",
+        answer_shape: "clarification_required",
+        detected_intent: "counterparty_population_and_roles",
+        selected_recipe: "address_counterparty_population_roles_v1",
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          hot_runtime_wired: true,
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "net_value_flow",
+              explicit_entity_candidates: ["Группа СВК"],
+              explicit_date_scope: "2020",
+              unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting"
+            },
+            data_need_graph: {
+              business_fact_family: "value_flow",
+              action_family: "net_value_flow",
+              comparison_need: "incoming_vs_outgoing",
+              clarification_gaps: []
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            hot_runtime_wired: true,
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: true,
+            requires_user_clarification: false,
+            route_candidate: {
+              selected_chain_id: "value_flow_comparison"
+            },
+            execution_handoff: {
+              mcp_execution_performed: true,
+              can_use_guarded_response: true,
+              must_keep_internal_mechanics_hidden: true
+            },
+            pilot: {
+              pilot_scope: "counterparty_bidirectional_value_flow_query_movements_v1",
+              mcp_execution_performed: true,
+              derived_bidirectional_value_flow: {
+                counterparty: "Группа СВК",
+                period_scope: "2020",
+                net_amount_human_ru: "12 093 465 руб.",
+                net_direction: "net_incoming",
+                coverage_limited_by_probe_limit: false,
+                incoming_customer_revenue: {
+                  total_amount_human_ru: "12 093 465 руб."
+                },
+                outgoing_supplier_payout: {
+                  total_amount_human_ru: "0 руб."
+                }
+              }
+            },
+            answer_draft: {
+              answer_mode: "confirmed_with_bounded_inference",
+              headline: "Двусторонний денежный поток подтвержден.",
+              confirmed_lines: [
+                "1C bidirectional value-flow rows were checked for counterparty Группа СВК: incoming=found, outgoing=found"
+              ],
+              inference_lines: [
+                "Counterparty net value-flow was calculated as incoming confirmed 1C rows minus outgoing confirmed 1C rows"
+              ],
+              unknown_lines: ["Full bidirectional value-flow outside the checked period is not proven by this MCP discovery pilot"],
+              limitation_lines: [],
+              next_step_line: null
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.decision).toBe("apply_candidate");
+    expect(result.reply_text).toContain("Группа СВК");
+    expect(result.reply_text).toContain("получили 12 093 465 руб.");
+    expect(result.reply_text).toContain("заплатили 0 руб.");
+    expect(result.reply_text).not.toContain("не найден");
+    expect(result.reason_codes).toContain(
+      "mcp_discovery_response_policy_grounded_value_flow_candidate_priority_over_current_clarification"
+    );
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_current_clarification_required_reply");
+  });
 });

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts

@@ -88,6 +88,36 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.turn_meaning_ref?.explicit_organization_scope).toBeUndefined();
   });
 
+  it("does not treat no-counterparty organization scope as a counterparty entity", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty_value",
+        asked_action_family: "counterparty_value_or_turnover",
+        explicit_entity_candidates: ["одной организации без привязки"],
+        explicit_organization_scope: "без привязки к контрагенту",
+        explicit_date_scope: "2020",
+        unsupported_but_understood_family: "counterparty_value_or_turnover",
+        stale_replay_forbidden: true
+      },
+      predecomposeContract: {
+        entities: {},
+        period: { period_from: "2020-01-01", period_to: "2020-12-31" }
+      },
+      knownOrganizations: ["ООО Альтернатива Плюс", "ООО Ромашка"]
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.data_need_graph?.business_fact_family).toBe("value_flow");
+    expect(result.data_need_graph?.subject_candidates).toEqual([]);
+    expect(result.data_need_graph?.clarification_gaps).toContain("organization");
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.turn_meaning_ref?.explicit_organization_scope).toBeUndefined();
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBe("2020");
+    expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_raw_scope");
+  });
+
   it("keeps payout wording as outgoing supplier-payout discovery", () => {
     const result = buildAssistantMcpDiscoveryTurnInput({
       userMessage: "сколько мы заплатили Группа СВК за 2020 год?",

llm_normalizer/data/autorun_generators/history.json

@@ -1,4 +1,94 @@
 [
+  {
+    "generation_id": "gen-ag06031252-8c5319",
+    "created_at": "2026-06-03T12:52:51+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Phase 83 mixed planner-brain replay for catalog alignment, pivots, and legacy continuity",
+    "count": 20,
+    "domain": "planner_autonomy_consolidation",
+    "questions": [
+      "привет, ты на связи?",
+      "найди в 1С контрагента СВК",
+      "сколько получили по нему за 2020 год",
+      "а теперь сколько заплатили?",
+      "а какое нетто?",
+      "а по документам?",
+      "а по движениям?",
+      "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?",
+      "По ООО Альтернатива Плюс.",
+      "Понял, тогда за все время.",
+      "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+      "А что по ООО Альтернатива Плюс больше уже за 2021 год: входящие или исходящие деньги?",
+      "И кто больше всего принес денег этой организации в 2020 году?",
+      "А в 2021 году?",
+      "а по Альтернативе Плюс сколько лет активности в базе 1С?",
+      "Как ты оценишь деятельность компании?",
+      "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
+      "какие справочники 1С есть по контрагентам?",
+      "давай дальше",
+      "а чем капибара отличается от утки?"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260603125251_gen-ag06031252-8c5319.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_20260603125251_gen-ag06031252-8c5319.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Mixed AGENT replay for Planner Autonomy Consolidation. The pack interleaves selected-counterparty catalog-alignment probes, open-organization money flow, ranking, broad-evaluation continuity, metadata drilldown, and off-domain living-chat safety.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase83_planner_brain_alignment_mix.json",
+      "scenario_id": "address_truth_harness_phase83_planner_brain_alignment_mix",
+      "semantic_tags": [
+        "alias_grounding",
+        "all_time_followup",
+        "broad_business_evaluation",
+        "broad_eval_bridge_preserved",
+        "catalog_drilldown",
+        "catalog_metadata_surface",
+        "company_activity_lifecycle",
+        "counterparty_catalog_scope",
+        "counterparty_net_cash_flow",
+        "date_carryover",
+        "document_evidence",
+        "document_pivot",
+        "entity_resolution",
+        "followup_anchor",
+        "followup_reuse",
+        "grounded_context_seed",
+        "grounded_summary",
+        "human_answer",
+        "human_dialog",
+        "incoming_value_flow",
+        "mcp_discovery_gate_sanity",
+        "meta_smalltalk",
+        "movement_evidence",
+        "net_value_flow",
+        "neutral_followup",
+        "off_domain_living_chat",
+        "open_scope_total",
+        "organization_clarification",
+        "organization_scope",
+        "payout_switch",
+        "planner_catalog_alignment",
+        "stale_replay_forbidden",
+        "value_flow_comparison",
+        "value_flow_pivot",
+        "value_flow_ranking",
+        "year_switch"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\phase83_planner_brain_alignment_mix_20260603_live6",
+      "saved_after_validated_replay": true
+    }
+  },
   {
     "generation_id": "gen-ag06031054-1bd955",
     "created_at": "2026-06-03T10:54:28+00:00",

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260603125251_gen-ag06031252-8c5319.json

@@ -0,0 +1,377 @@
+{
+  "saved_at": "2026-06-03T12:52:51+00:00",
+  "generation_id": "gen-ag06031252-8c5319",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Phase 83 mixed planner-brain replay for catalog alignment, pivots, and legacy continuity",
+  "agent_run": true,
+  "questions": [
+    "привет, ты на связи?",
+    "найди в 1С контрагента СВК",
+    "сколько получили по нему за 2020 год",
+    "а теперь сколько заплатили?",
+    "а какое нетто?",
+    "а по документам?",
+    "а по движениям?",
+    "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?",
+    "По ООО Альтернатива Плюс.",
+    "Понял, тогда за все время.",
+    "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+    "А что по ООО Альтернатива Плюс больше уже за 2021 год: входящие или исходящие деньги?",
+    "И кто больше всего принес денег этой организации в 2020 году?",
+    "А в 2021 году?",
+    "а по Альтернативе Плюс сколько лет активности в базе 1С?",
+    "Как ты оценишь деятельность компании?",
+    "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
+    "какие справочники 1С есть по контрагентам?",
+    "давай дальше",
+    "а чем капибара отличается от утки?"
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Mixed AGENT replay for Planner Autonomy Consolidation. The pack interleaves selected-counterparty catalog-alignment probes, open-organization money flow, ranking, broad-evaluation continuity, metadata drilldown, and off-domain living-chat safety.",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase83_planner_brain_alignment_mix.json",
+    "scenario_id": "address_truth_harness_phase83_planner_brain_alignment_mix",
+    "semantic_tags": [
+      "alias_grounding",
+      "all_time_followup",
+      "broad_business_evaluation",
+      "broad_eval_bridge_preserved",
+      "catalog_drilldown",
+      "catalog_metadata_surface",
+      "company_activity_lifecycle",
+      "counterparty_catalog_scope",
+      "counterparty_net_cash_flow",
+      "date_carryover",
+      "document_evidence",
+      "document_pivot",
+      "entity_resolution",
+      "followup_anchor",
+      "followup_reuse",
+      "grounded_context_seed",
+      "grounded_summary",
+      "human_answer",
+      "human_dialog",
+      "incoming_value_flow",
+      "mcp_discovery_gate_sanity",
+      "meta_smalltalk",
+      "movement_evidence",
+      "net_value_flow",
+      "neutral_followup",
+      "off_domain_living_chat",
+      "open_scope_total",
+      "organization_clarification",
+      "organization_scope",
+      "payout_switch",
+      "planner_catalog_alignment",
+      "stale_replay_forbidden",
+      "value_flow_comparison",
+      "value_flow_pivot",
+      "value_flow_ranking",
+      "year_switch"
+    ],
+    "validation_status": "accepted_live_replay",
+    "validated_run_dir": "artifacts\\domain_runs\\phase83_planner_brain_alignment_mix_20260603_live6",
+    "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\\phase83_planner_brain_alignment_mix_20260603_live6",
+      "final_status": "accepted",
+      "review_overall_status": "pass",
+      "business_overall_status": "pass",
+      "steps_total": 20,
+      "steps_passed": 20,
+      "steps_failed": 0,
+      "steps_with_business_failures": 0,
+      "steps_with_business_warnings": 0,
+      "acceptance_gate_passed": true,
+      "effective_runtime": {
+        "manifest_path": "artifacts\\domain_runs\\phase83_planner_brain_alignment_mix_20260603_live6\\effective_runtime.json",
+        "runner": "domain_truth_harness.run-live",
+        "git_sha": "f24cddc492138745aa896f52d1a6ebee8bab08ab",
+        "backend_url": "http://127.0.0.1:8787",
+        "mcp_proxy_url": "http://127.0.0.1:6003",
+        "llm_provider": "local",
+        "llm_model": "unsloth/qwen3-30b-a3b-instruct-2507",
+        "temperature": 0.8,
+        "max_output_tokens": 900,
+        "prompt_version": "normalizer_v2_0_2",
+        "prompt_source": "file",
+        "prompt_hash": "f36e36a5e491cd24511b380e0c0059cb01aea5e2af738fb9f01671cd291735c1",
+        "prompt_registry_status": "pass"
+      },
+      "saved_after_validated_replay": true
+    }
+  },
+  "source_session_id": null,
+  "session": {
+    "session_id": null,
+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "привет, ты на связи?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "найди в 1С контрагента СВК",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "сколько получили по нему за 2020 год",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "а теперь сколько заплатили?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "а какое нетто?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-006",
+        "role": "user",
+        "text": "а по документам?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-007",
+        "role": "user",
+        "text": "а по движениям?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-008",
+        "role": "user",
+        "text": "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-009",
+        "role": "user",
+        "text": "По ООО Альтернатива Плюс.",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-010",
+        "role": "user",
+        "text": "Понял, тогда за все время.",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-011",
+        "role": "user",
+        "text": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-012",
+        "role": "user",
+        "text": "А что по ООО Альтернатива Плюс больше уже за 2021 год: входящие или исходящие деньги?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-013",
+        "role": "user",
+        "text": "И кто больше всего принес денег этой организации в 2020 году?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-014",
+        "role": "user",
+        "text": "А в 2021 году?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-015",
+        "role": "user",
+        "text": "а по Альтернативе Плюс сколько лет активности в базе 1С?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-016",
+        "role": "user",
+        "text": "Как ты оценишь деятельность компании?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-017",
+        "role": "user",
+        "text": "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-018",
+        "role": "user",
+        "text": "какие справочники 1С есть по контрагентам?",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-019",
+        "role": "user",
+        "text": "давай дальше",
+        "created_at": "2026-06-03T12:52:51+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-020",
+        "role": "user",
+        "text": "а чем капибара отличается от утки?",
+        "created_at": "2026-06-03T12:52:51+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": "Mixed AGENT replay for Planner Autonomy Consolidation. The pack interleaves selected-counterparty catalog-alignment probes, open-organization money flow, ranking, broad-evaluation continuity, metadata drilldown, and off-domain living-chat safety.",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase83_planner_brain_alignment_mix.json",
+      "scenario_id": "address_truth_harness_phase83_planner_brain_alignment_mix",
+      "semantic_tags": [
+        "alias_grounding",
+        "all_time_followup",
+        "broad_business_evaluation",
+        "broad_eval_bridge_preserved",
+        "catalog_drilldown",
+        "catalog_metadata_surface",
+        "company_activity_lifecycle",
+        "counterparty_catalog_scope",
+        "counterparty_net_cash_flow",
+        "date_carryover",
+        "document_evidence",
+        "document_pivot",
+        "entity_resolution",
+        "followup_anchor",
+        "followup_reuse",
+        "grounded_context_seed",
+        "grounded_summary",
+        "human_answer",
+        "human_dialog",
+        "incoming_value_flow",
+        "mcp_discovery_gate_sanity",
+        "meta_smalltalk",
+        "movement_evidence",
+        "net_value_flow",
+        "neutral_followup",
+        "off_domain_living_chat",
+        "open_scope_total",
+        "organization_clarification",
+        "organization_scope",
+        "payout_switch",
+        "planner_catalog_alignment",
+        "stale_replay_forbidden",
+        "value_flow_comparison",
+        "value_flow_pivot",
+        "value_flow_ranking",
+        "year_switch"
+      ],
+      "validation_status": "accepted_live_replay",
+      "validated_run_dir": "artifacts\\domain_runs\\phase83_planner_brain_alignment_mix_20260603_live6",
+      "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\\phase83_planner_brain_alignment_mix_20260603_live6",
+        "final_status": "accepted",
+        "review_overall_status": "pass",
+        "business_overall_status": "pass",
+        "steps_total": 20,
+        "steps_passed": 20,
+        "steps_failed": 0,
+        "steps_with_business_failures": 0,
+        "steps_with_business_warnings": 0,
+        "acceptance_gate_passed": true,
+        "effective_runtime": {
+          "manifest_path": "artifacts\\domain_runs\\phase83_planner_brain_alignment_mix_20260603_live6\\effective_runtime.json",
+          "runner": "domain_truth_harness.run-live",
+          "git_sha": "f24cddc492138745aa896f52d1a6ebee8bab08ab",
+          "backend_url": "http://127.0.0.1:8787",
+          "mcp_proxy_url": "http://127.0.0.1:6003",
+          "llm_provider": "local",
+          "llm_model": "unsloth/qwen3-30b-a3b-instruct-2507",
+          "temperature": 0.8,
+          "max_output_tokens": 900,
+          "prompt_version": "normalizer_v2_0_2",
+          "prompt_source": "file",
+          "prompt_hash": "f36e36a5e491cd24511b380e0c0059cb01aea5e2af738fb9f01671cd291735c1",
+          "prompt_registry_status": "pass"
+        },
+        "saved_after_validated_replay": true
+      }
+    }
+  }
+}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260603125251_gen-ag06031252-8c5319.json

@@ -0,0 +1,85 @@
+{
+  "suite_id": "assistant_saved_session_gen-ag06031252-8c5319",
+  "suite_version": "0.1.0",
+  "schema_version": "assistant_saved_session_suite_v0_1",
+  "generated_at": "2026-06-03T12:52:51+00:00",
+  "generation_id": "gen-ag06031252-8c5319",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Phase 83 mixed planner-brain replay for catalog alignment, pivots, and legacy continuity",
+  "domain": "planner_autonomy_consolidation",
+  "scenario_count": 1,
+  "case_ids": [
+    "SAVED-001"
+  ],
+  "cases": [
+    {
+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Phase 83 mixed planner-brain replay for catalog alignment, pivots, and legacy continuity",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "привет, ты на связи?"
+        },
+        {
+          "user_message": "найди в 1С контрагента СВК"
+        },
+        {
+          "user_message": "сколько получили по нему за 2020 год"
+        },
+        {
+          "user_message": "а теперь сколько заплатили?"
+        },
+        {
+          "user_message": "а какое нетто?"
+        },
+        {
+          "user_message": "а по документам?"
+        },
+        {
+          "user_message": "а по движениям?"
+        },
+        {
+          "user_message": "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?"
+        },
+        {
+          "user_message": "По ООО Альтернатива Плюс."
+        },
+        {
+          "user_message": "Понял, тогда за все время."
+        },
+        {
+          "user_message": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?"
+        },
+        {
+          "user_message": "А что по ООО Альтернатива Плюс больше уже за 2021 год: входящие или исходящие деньги?"
+        },
+        {
+          "user_message": "И кто больше всего принес денег этой организации в 2020 году?"
+        },
+        {
+          "user_message": "А в 2021 году?"
+        },
+        {
+          "user_message": "а по Альтернативе Плюс сколько лет активности в базе 1С?"
+        },
+        {
+          "user_message": "Как ты оценишь деятельность компании?"
+        },
+        {
+          "user_message": "какое нетто по деньгам с Группа СВК за 2020 год: сколько получили и сколько заплатили?"
+        },
+        {
+          "user_message": "какие справочники 1С есть по контрагентам?"
+        },
+        {
+          "user_message": "давай дальше"
+        },
+        {
+          "user_message": "а чем капибара отличается от утки?"
+        }
+      ]
+    }
+  ]
+}