ARCH: усилить semantic integrity и добавить human AGENT сценарии

2026-04-23 19:10:28 +03:00
parent 62e2b3323f
commit 65d15c156b
29 changed files with 1966 additions and 93 deletions
@@ -5,6 +5,7 @@ exports.cloneAddressNavigationState = cloneAddressNavigationState;
 exports.normalizeAddressNavigationState = normalizeAddressNavigationState;
 exports.evolveAddressNavigationStateWithAssistantItem = evolveAddressNavigationStateWithAssistantItem;
 const nanoid_1 = require("nanoid");
+const assistantContinuityPolicy_1 = require("./assistantContinuityPolicy");
 const addressNavigation_1 = require("../types/addressNavigation");
 const MAX_RESULT_SETS = 40;
 const MAX_NAVIGATION_EVENTS = 120;
@@ -242,24 +243,32 @@ function resolveNavigationAction(debug, hasFocusObject) {
    }
    return hasFocusObject ? "drilldown" : "open";
 }
-function buildFocusObjectFromDebug(debug, resultSetId, createdAt) {
-    const extractedFilters = toObject(debug.extracted_filters) ?? {};
-    const rawValue = toNonEmptyString(debug.anchor_value_resolved) ??
-        toNonEmptyString(debug.anchor_value_raw) ??
-        toNonEmptyString(extractedFilters.item);
-    if (!rawValue) {
-        return null;
-    }
-    const objectType = toAddressFocusObjectType(debug.anchor_type);
-    const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
+function buildFocusObject(objectType, label, resultSetId, createdAt) {
    return {
-        object_type: canonicalType,
-        object_id: `${canonicalType}:${rawValue}`.toLowerCase(),
-        label: rawValue,
+        object_type: objectType,
+        object_id: `${objectType}:${label}`.toLowerCase(),
+        label,
        provenance_result_set_id: resultSetId,
        selected_at: createdAt
    };
 }
+function buildFocusObjectFromDebug(debug, resultSetId, createdAt) {
+    const extractedFilters = toObject(debug.extracted_filters) ?? {};
+    const objectType = toAddressFocusObjectType(debug.anchor_type);
+    const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
+    if (canonicalType === "item") {
+        const item = (0, assistantContinuityPolicy_1.readAddressDebugItem)(debug, toNonEmptyString);
+        return item ? buildFocusObject(canonicalType, item, resultSetId, createdAt) : null;
+    }
+    if (canonicalType === "counterparty" && debug.mcp_discovery_response_applied === true) {
+        const counterparty = (0, assistantContinuityPolicy_1.readAddressDebugCounterparty)(debug, toNonEmptyString);
+        return counterparty ? buildFocusObject(canonicalType, counterparty, resultSetId, createdAt) : null;
+    }
+    const rawValue = toNonEmptyString(debug.anchor_value_resolved) ??
+        toNonEmptyString(debug.anchor_value_raw) ??
+        toNonEmptyString(extractedFilters.item);
+    return rawValue ? buildFocusObject(canonicalType, rawValue, resultSetId, createdAt) : null;
+}
 function capResultSets(resultSets) {
    if (resultSets.length <= MAX_RESULT_SETS) {
        return resultSets;
@@ -0,0 +1,73 @@
+"use strict";
+var __importDefault = (this && this.__importDefault) || function (mod) {
+    return (mod && mod.__esModule) ? mod : { "default": mod };
+};
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.repairAddressMojibakeText = repairAddressMojibakeText;
+exports.normalizeRussianComparableText = normalizeRussianComparableText;
+const iconv_lite_1 = __importDefault(require("iconv-lite"));
+function compactWhitespace(value) {
+    return value.replace(/\s+/g, " ").trim();
+}
+function textMojibakeScore(value) {
+    const source = String(value ?? "");
+    const cyrillic = (source.match(/[\u0400-\u04ff]/g) ?? []).length;
+    const latin = (source.match(/[A-Za-z]/g) ?? []).length;
+    const replacement = (source.match(/[�]/g) ?? []).length;
+    const pairMarkers = (source.match(/(?:Р.|С.|Ð.|Ñ.)/g) ?? []).length;
+    const doubleEncodedMarkers = (source.match(/(?:Р“[Р-џ]|Р’[Р-џ]|Ã.|Â.)/gu) ?? []).length;
+    return cyrillic + latin - replacement * 3 - pairMarkers * 2 - doubleEncodedMarkers * 2;
+}
+function looksLikeAddressMojibake(value) {
+    const source = String(value ?? "");
+    if (!source.trim()) {
+        return false;
+    }
+    if (/[�]/.test(source)) {
+        return true;
+    }
+    if ((source.match(/(?:Р.|С.|Ð.|Ñ.)/g) ?? []).length >= 2) {
+        return true;
+    }
+    if ((source.match(/(?:Р“[Р-џ]|Р’[Р-џ]|Ã.|Â.)/gu) ?? []).length >= 2) {
+        return true;
+    }
+    return false;
+}
+function repairAddressMojibakeText(value) {
+    const source = String(value ?? "");
+    if (!looksLikeAddressMojibake(source)) {
+        return source;
+    }
+    let candidate = source;
+    for (let pass = 0; pass < 3; pass += 1) {
+        let improved = false;
+        try {
+            const fromWin1251 = iconv_lite_1.default.encode(candidate, "win1251").toString("utf8");
+            if (textMojibakeScore(fromWin1251) > textMojibakeScore(candidate)) {
+                candidate = fromWin1251;
+                improved = true;
+            }
+        }
+        catch {
+            // Ignore decode failures and keep the current candidate.
+        }
+        try {
+            const fromLatin1 = Buffer.from(candidate, "latin1").toString("utf8");
+            if (textMojibakeScore(fromLatin1) > textMojibakeScore(candidate)) {
+                candidate = fromLatin1;
+                improved = true;
+            }
+        }
+        catch {
+            // Ignore decode failures and keep the current candidate.
+        }
+        if (!improved) {
+            break;
+        }
+    }
+    return candidate;
+}
+function normalizeRussianComparableText(value) {
+    return compactWhitespace(repairAddressMojibakeText(String(value ?? "")).toLowerCase()).replace(/ё/g, "е");
+}
@@ -77,12 +77,17 @@ function shouldPreferRawFollowupMessage(userMessage, addressInputMessage, carryo
    const previousIntent = toNonEmptyString(followupContext?.previous_intent);
    const rootIntent = toNonEmptyString(followupContext?.root_intent);
    const previousAnchorType = toNonEmptyString(followupContext?.previous_anchor_type);
+    const hasReferentialDocumentExclusionFollowupCue = /(?:\u043a\u0440\u043e\u043c\u0435|\u043f\u043e\u043c\u0438\u043c\u043e)\s+(?:\u044d\u0442\u043e\u0433\u043e|\u044d\u0442\u043e\u0439|\u044d\u0442\u043e\u0442|\u044d\u0442\u0443|\u044d\u0442\u0438\u0445)(?:\s+(?:\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430|\u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430))?/iu.test(rawMessage);
    const hasInventoryItemCarryover = previousAnchorType === "item" && isInventorySelectedObjectOrRootIntent(previousIntent);
    const hasInventoryFrameCarryover = isInventorySelectedObjectOrRootIntent(previousIntent) ||
        isInventorySelectedObjectOrRootIntent(rootIntent);
+    const hasDocumentCarryover = previousIntent === "list_documents_by_counterparty" || previousIntent === "list_documents_by_contract";
    if (mode === "unsupported" && intent === "unknown") {
        return true;
    }
+    if (hasDocumentCarryover && hasReferentialDocumentExclusionFollowupCue) {
+        return true;
+    }
    if (hasSameDateFollowupSignal(rawMessage) && hasExplicitCurrentDateSignal(canonicalMessage)) {
        return true;
    }
@@ -51,6 +51,7 @@ exports.resolveAssistantContinuitySnapshot = resolveAssistantContinuitySnapshot;
 exports.resolveAssistantOrganizationAuthority = resolveAssistantOrganizationAuthority;
 exports.resolveOrganizationClarificationContinuation = resolveOrganizationClarificationContinuation;
 const assistantOrganizationMatcher_1 = require("./assistantOrganizationMatcher");
+const addressTextRepair_1 = require("./addressTextRepair");
 function fallbackToNonEmptyString(value) {
    if (value === null || value === undefined) {
        return null;
@@ -365,14 +366,45 @@ function readAddressDebugItem(debug, toNonEmptyString = fallbackToNonEmptyString
            ? toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw)
            : null));
 }
-function readAddressDebugCounterparty(debug, toNonEmptyString = fallbackToNonEmptyString) {
-    const extractedFilters = readAddressDebugFilters(debug);
-    if (toNonEmptyString(extractedFilters?.counterparty)) {
-        return toNonEmptyString(extractedFilters?.counterparty);
+function isReferentialCounterpartyPlaceholder(value) {
+    if (!value) {
+        return false;
    }
-    if (String(debug?.anchor_type ?? "") === "counterparty") {
-        return toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw);
+    return new Set([
+        "он",
+        "она",
+        "оно",
+        "они",
+        "ему",
+        "ней",
+        "нему",
+        "ним",
+        "ними",
+        "его",
+        "ее",
+        "их",
+        "этому",
+        "этой",
+        "этом",
+        "этим",
+        "эта",
+        "этот",
+        "эти"
+    ]).has((0, addressTextRepair_1.normalizeRussianComparableText)(value));
+}
+function normalizeCounterpartyCandidate(value, toNonEmptyString) {
+    const text = toNonEmptyString(value);
+    if (!text || isReferentialCounterpartyPlaceholder(text)) {
+        return null;
    }
+    return text;
+}
+function sameCounterpartyCandidate(left, right) {
+    return Boolean(left &&
+        right &&
+        (0, addressTextRepair_1.normalizeRussianComparableText)(left) === (0, addressTextRepair_1.normalizeRussianComparableText)(right));
+}
+function readGroundedDiscoveryCounterparty(debug, toNonEmptyString = fallbackToNonEmptyString) {
    const discoveryPilotScope = readAssistantMcpDiscoveryPilotScope(debug, toNonEmptyString);
    const suppressDiscoveryEntityCarryover = discoveryPilotScope === "metadata_inspection_v1" ||
        readAssistantMcpDiscoveryLoopSubjectResolutionOptional(debug);
@@ -381,12 +413,27 @@ function readAddressDebugCounterparty(debug, toNonEmptyString = fallbackToNonEmp
    }
    const discoveryEntities = collectAssistantMcpDiscoveryEntityCandidates(debug, toNonEmptyString);
    for (const entity of discoveryEntities) {
-        const text = toNonEmptyString(entity);
-        if (text) {
-            return text;
+        const normalized = normalizeCounterpartyCandidate(entity, toNonEmptyString);
+        if (normalized) {
+            return normalized;
        }
    }
-    return null;
+    return normalizeCounterpartyCandidate(readAssistantMcpDiscoveryLoopMetadataScopeHint(debug, toNonEmptyString), toNonEmptyString);
+}
+function readAddressDebugCounterparty(debug, toNonEmptyString = fallbackToNonEmptyString) {
+    const extractedFilters = readAddressDebugFilters(debug);
+    const extractedCounterparty = normalizeCounterpartyCandidate(extractedFilters?.counterparty, toNonEmptyString);
+    const anchorCounterparty = String(debug?.anchor_type ?? "") === "counterparty"
+        ? normalizeCounterpartyCandidate(toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw), toNonEmptyString)
+        : null;
+    const groundedDiscoveryCounterparty = readGroundedDiscoveryCounterparty(debug, toNonEmptyString);
+    if (hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) && groundedDiscoveryCounterparty) {
+        if (!extractedCounterparty || !sameCounterpartyCandidate(extractedCounterparty, groundedDiscoveryCounterparty)) {
+            return groundedDiscoveryCounterparty;
+        }
+        return extractedCounterparty;
+    }
+    return extractedCounterparty ?? anchorCounterparty ?? groundedDiscoveryCounterparty;
 }
 function readAddressDebugIntent(debug, toNonEmptyString = fallbackToNonEmptyString) {
    const detectedIntent = toNonEmptyString(debug?.detected_intent);
@@ -431,8 +478,16 @@ function readAddressDebugTemporalScope(debug, toNonEmptyString = fallbackToNonEm
 }
 function resolveAddressDebugAnchorContext(debug, toNonEmptyString = fallbackToNonEmptyString) {
    const explicitAnchorType = toNonEmptyString(debug?.anchor_type);
-    const explicitAnchorValue = toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw);
-    if (explicitAnchorType || explicitAnchorValue) {
+    const explicitAnchorValueRaw = toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw);
+    const explicitAnchorValue = explicitAnchorType === "counterparty"
+        ? normalizeCounterpartyCandidate(explicitAnchorValueRaw, toNonEmptyString)
+        : explicitAnchorValueRaw;
+    const groundedDiscoveryCounterparty = readGroundedDiscoveryCounterparty(debug, toNonEmptyString);
+    const shouldPreferDiscoveryCounterparty = explicitAnchorType === "counterparty" &&
+        Boolean(groundedDiscoveryCounterparty &&
+            hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) &&
+            (!explicitAnchorValue || !sameCounterpartyCandidate(explicitAnchorValue, groundedDiscoveryCounterparty)));
+    if ((explicitAnchorType || explicitAnchorValue) && !shouldPreferDiscoveryCounterparty) {
        return {
            anchorType: explicitAnchorType,
            anchorValue: explicitAnchorValue
@@ -446,8 +501,11 @@ function resolveAddressDebugAnchorContext(debug, toNonEmptyString = fallbackToNo
            anchorValue: item
        };
    }
-    const counterparty = toNonEmptyString(extractedFilters?.counterparty);
-    if (counterparty) {
+    const counterparty = normalizeCounterpartyCandidate(extractedFilters?.counterparty, toNonEmptyString);
+    if (counterparty &&
+        !(groundedDiscoveryCounterparty &&
+            hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) &&
+            !sameCounterpartyCandidate(counterparty, groundedDiscoveryCounterparty))) {
        return {
            anchorType: "counterparty",
            anchorValue: counterparty
@@ -512,7 +570,9 @@ function resolveAddressDebugCarryoverFilters(debug, toNonEmptyString = fallbackT
        Boolean(discoveryDateScope.asOfDate || discoveryDateScope.periodFrom || discoveryDateScope.periodTo);
    const counterparty = readAddressDebugCounterparty(debug, toNonEmptyString);
    const organization = readAddressDebugOrganization(debug, toNonEmptyString);
-    if (counterparty && !toNonEmptyString(nextFilters.counterparty)) {
+    const preferGroundedDiscoveryCounterparty = hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) && Boolean(counterparty);
+    const existingCounterparty = normalizeCounterpartyCandidate(nextFilters.counterparty, toNonEmptyString);
+    if (counterparty && (preferGroundedDiscoveryCounterparty || !existingCounterparty)) {
        nextFilters.counterparty = counterparty;
    }
    if (organization && !toNonEmptyString(nextFilters.organization)) {
@@ -3,6 +3,7 @@ Object.defineProperty(exports, "__esModule", { value: true });
 exports.ASSISTANT_MCP_DISCOVERY_TURN_INPUT_SCHEMA_VERSION = void 0;
 exports.buildAssistantMcpDiscoveryTurnInput = buildAssistantMcpDiscoveryTurnInput;
 const assistantMcpDiscoveryDataNeedGraph_1 = require("./assistantMcpDiscoveryDataNeedGraph");
+const addressTextRepair_1 = require("./addressTextRepair");
 exports.ASSISTANT_MCP_DISCOVERY_TURN_INPUT_SCHEMA_VERSION = "assistant_mcp_discovery_turn_input_v1";
 function toRecordObject(value) {
    if (!value || typeof value !== "object" || Array.isArray(value)) {
@@ -38,7 +39,32 @@ function pushUnique(target, value) {
    }
 }
 function isReferentialEntityPlaceholder(value) {
-    return /^(?:\u043d\u0435\u043c\u0443|\u043d\u0435\u0439|\u043d\u0438\u043c|\u043d\u0438\u043c\u0438|\u0435\u0433\u043e|\u0435\u0435|\u0435\u0451|\u0438\u0445|\u044d\u0442\u043e\u043c\u0443|\u044d\u0442\u043e\u0439|\u044d\u0442\u0438\u043c|\u044d\u0442\u0438\u043c\u0438|\u044d\u0442\u043e\u043c)$/iu.test(value.trim());
+    return new Set([
+        "он",
+        "она",
+        "оно",
+        "они",
+        "ему",
+        "ней",
+        "нему",
+        "ним",
+        "ними",
+        "его",
+        "ее",
+        "их",
+        "этому",
+        "этой",
+        "этим",
+        "этими",
+        "этом"
+    ]).has((0, addressTextRepair_1.normalizeRussianComparableText)(value));
+}
+function normalizeFollowupCounterpartyCandidate(value) {
+    const text = candidateValue(value);
+    if (!text || isReferentialEntityPlaceholder(text)) {
+        return null;
+    }
+    return text;
 }
 function pushScopedEntityCandidate(target, value, groundedFollowupEntity) {
    const text = candidateValue(value);
@@ -347,14 +373,22 @@ function collectFollowupDiscoverySeed(followupContext) {
    const entityResolutionAmbiguityCandidates = collectEntityCandidates(followupContext?.previous_discovery_entity_ambiguity_candidates);
    const ambiguityBlocksImplicitGrounding = effectivePilotScope === "entity_resolution_search_v1" && entityResolutionStatus === "ambiguous";
    const metadataPilotCarriesScopeOnly = effectivePilotScope === "metadata_inspection_v1" || loopSubjectResolutionOptional;
+    const normalizedDiscoveryEntities = discoveryEntities
+        .map((entity) => normalizeFollowupCounterpartyCandidate(entity))
+        .filter((entity) => Boolean(entity));
+    const groundedDiscoveryCounterparty = ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly
+        ? null
+        : normalizedDiscoveryEntities[0] ?? normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
    const metadataScopeHint = loopMetadataScopeHint ??
-        (loopSubjectResolutionOptional ? discoveryEntities[0] ?? null : null);
-    const counterparty = toNonEmptyString(previousFilters?.counterparty) ??
-        toNonEmptyString(rootFilters?.counterparty) ??
-        (toNonEmptyString(followupContext?.previous_anchor_type) === "counterparty"
-            ? toNonEmptyString(followupContext?.previous_anchor_value)
-            : null) ??
-        (ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly ? null : discoveryEntities[0] ?? null);
+        (loopSubjectResolutionOptional ? normalizedDiscoveryEntities[0] ?? null : null);
+    const previousFiltersCounterparty = normalizeFollowupCounterpartyCandidate(previousFilters?.counterparty);
+    const rootFiltersCounterparty = normalizeFollowupCounterpartyCandidate(rootFilters?.counterparty);
+    const previousAnchorCounterparty = toNonEmptyString(followupContext?.previous_anchor_type) === "counterparty"
+        ? normalizeFollowupCounterpartyCandidate(followupContext?.previous_anchor_value)
+        : null;
+    const counterparty = groundedDiscoveryCounterparty
+        ? groundedDiscoveryCounterparty
+        : previousFiltersCounterparty ?? rootFiltersCounterparty ?? previousAnchorCounterparty;
    const organization = toNonEmptyString(previousFilters?.organization) ??
        toNonEmptyString(rootFilters?.organization) ??
        (toNonEmptyString(followupContext?.previous_anchor_type) === "organization"
@@ -372,7 +406,7 @@ function collectFollowupDiscoverySeed(followupContext) {
        loopPendingAxes,
        loopProvidedAxes,
        counterparty,
-        discoveryEntity: ambiguityBlocksImplicitGrounding || loopSubjectResolutionOptional ? null : discoveryEntities[0] ?? null,
+        discoveryEntity: ambiguityBlocksImplicitGrounding || loopSubjectResolutionOptional ? null : normalizedDiscoveryEntities[0] ?? null,
        entityResolutionStatus,
        entityResolutionAmbiguityCandidates,
        rankingNeed: toNonEmptyString(followupContext?.previous_discovery_ranking_need),
@@ -472,6 +506,9 @@ function hasMetadataSignal(text) {
    return (/(?:\u043e\u0431\u044a\u0435\u043a\u0442(?:\u044b|\u0430|\u043e\u0432)?|\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u044b|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b|\u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a\u0438|\u043f\u043e\u043b(?:\u0435|\u044f)|objects?|registers?|documents?|catalogs?|fields?)/iu.test(text) &&
        /(?:\u0435\u0441\u0442\u044c|\u043a\u0430\u043a\u0438\u0435|\u0434\u043e\u0441\u0442\u0443\u043f\u043d|\u0432\s+1\u0441|1\u0441|available|exist|which)/iu.test(text));
 }
+function hasReferentialDocumentExclusionFollowupSignal(text) {
+    return /(?:\u043a\u0440\u043e\u043c\u0435|\u043f\u043e\u043c\u0438\u043c\u043e)\s+(?:\u044d\u0442\u043e\u0433\u043e|\u044d\u0442\u043e\u0439|\u044d\u0442\u043e\u0442|\u044d\u0442\u0443|\u044d\u0442\u0438\u0445)(?:\s+(?:\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430|\u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430))?/iu.test(text);
+}
 function hasMetadataObjectHint(text) {
    return /(?:\u043e\u0431\u044a\u0435\u043a\u0442(?:\u044b|\u0430|\u043e\u0432)?|\u0440\u0435\u0433\u0438\u0441\u0442\u0440(?:\u044b)?|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442(?:\u044b)?|\u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a(?:\u0438)?|\u043f\u043e\u043b(?:\u0435|\u044f)|objects?|registers?|documents?|catalogs?|fields?)/iu.test(text);
 }
@@ -732,14 +769,20 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
    const reasonCodes = [];
    const rawUserText = toNonEmptyString(input.userMessage);
    const rawEffectiveText = toNonEmptyString(input.effectiveMessage);
-    const rawSignalSourceText = `${rawUserText ?? ""} ${rawEffectiveText ?? ""}`.trim();
-    const rawEntitySourceText = rawUserText ?? rawEffectiveText ?? rawSignalSourceText;
+    const repairedUserText = rawUserText ? (0, addressTextRepair_1.repairAddressMojibakeText)(rawUserText) : null;
+    const repairedEffectiveText = rawEffectiveText ? (0, addressTextRepair_1.repairAddressMojibakeText)(rawEffectiveText) : null;
+    const rawSignalSourceText = `${repairedUserText ?? rawUserText ?? ""} ${repairedEffectiveText ?? rawEffectiveText ?? ""}`.trim();
+    const rawEntitySourceText = repairedUserText ?? rawUserText ?? repairedEffectiveText ?? rawEffectiveText ?? rawSignalSourceText;
    const rawText = compactLower(rawSignalSourceText);
+    const rawReferentialDocumentExclusionSignal = hasReferentialDocumentExclusionFollowupSignal(repairedUserText ?? rawUserText ?? "");
    const rawLifecycleSignal = hasLifecycleSignal(rawText);
    const rawBidirectionalValueFlowSignal = !rawLifecycleSignal && hasBidirectionalValueFlowSignal(rawText);
    const rawValueFlowSignal = !rawLifecycleSignal &&
        (hasValueFlowSignal(rawText) || hasValueRankingSignal(rawText) || rawBidirectionalValueFlowSignal);
-    const rawMetadataSignal = !rawLifecycleSignal && !rawValueFlowSignal && hasMetadataSignal(rawText);
+    const rawMetadataSignal = !rawLifecycleSignal &&
+        !rawValueFlowSignal &&
+        !rawReferentialDocumentExclusionSignal &&
+        hasMetadataSignal(rawText);
    const rawEntityResolutionSignal = !rawLifecycleSignal && !rawValueFlowSignal && !rawMetadataSignal && hasEntityResolutionSignal(rawText);
    const rawPayoutSignal = rawValueFlowSignal && !rawBidirectionalValueFlowSignal && hasPayoutSignal(rawText);
    const monthlyAggregationSignal = hasMonthlyAggregationSignal(rawText);
@@ -495,12 +495,35 @@ function createAssistantRoutePolicy(deps) {
            !effectiveAddressFollowupSignal &&
            resolvedModeDetection.mode === "unsupported" &&
            resolvedIntentResolution.intent === "unknown");
+        const groundedValueFlowFollowupContextDetected = Boolean(followupContext &&
+            [
+                "counterparty_value_flow_query_movements_v1",
+                "counterparty_supplier_payout_query_movements_v1",
+                "counterparty_bidirectional_value_flow_query_movements_v1"
+            ].includes(String(toNonEmptyString(followupContext?.previous_discovery_pilot_scope) ?? "")) &&
+            !dangerOrCoercionSignal &&
+            (toNonEmptyString(assistantTurnMeaning?.asked_domain_family) === "counterparty_value" ||
+                [
+                    "turnover",
+                    "payout",
+                    "net_value_flow"
+                ].includes(String(toNonEmptyString(assistantTurnMeaning?.asked_action_family) ?? "")) ||
+                /(?:нетто|сальдо|сколько\s+мы\s+(?:получили|заплатили)|incoming|outgoing)/iu.test(analyticsSample)));
        const baseToolGatePreservesAddressLane = Boolean(baseToolGate?.runAddressLane &&
-            ["address_intent_resolver_detected", "address_mode_classifier_detected", "address_signal_detected", "llm_canonical_data_signal_detected"].includes(String(baseToolGate?.reason ?? "")));
+            [
+                "address_intent_resolver_detected",
+                "address_mode_classifier_detected",
+                "address_signal_detected",
+                "llm_canonical_data_signal_detected"
+            ].includes(String(baseToolGate?.reason ?? ""))) ||
+            Boolean(baseToolGate?.runAddressLane &&
+                String(baseToolGate?.reason ?? "") === "followup_context_detected" &&
+                groundedValueFlowFollowupContextDetected);
        const nonDomainQueryIndexed = Boolean(!llmFirstAddressCandidate &&
            deterministicNonDomainGuard &&
            (llmFirstUnsupportedCandidate || llmContractMode === null) &&
            !baseToolGatePreservesAddressLane &&
+            !groundedValueFlowFollowupContextDetected &&
            !protectedInventoryShortFollowup &&
            !organizationClarificationContinuationDetected);
        const lastAddressAssistantDebug = sessionItems
@@ -664,9 +687,11 @@ function createAssistantRoutePolicy(deps) {
        const unsupportedCurrentTurnMeaningBoundary = Boolean(assistantTurnMeaning?.unsupported_but_understood_family &&
            assistantTurnMeaning?.stale_replay_forbidden === true &&
            !turnMeaningIntentCandidate &&
+            !aggregateBusinessAnalyticsSignal &&
            !dataScopeMetaQuery &&
            !capabilityMetaQuery &&
            !dangerOrCoercionSignal &&
+            !groundedValueFlowFollowupContextDetected &&
            !organizationClarificationContinuationDetected);
        if (unsupportedCurrentTurnMeaningBoundary) {
            return {
@@ -1,6 +1,10 @@
 import { nanoid } from "nanoid";
 import type { AssistantConversationItem } from "../types/assistant";
 import type { AddressIntent } from "../types/addressQuery";
+import {
+  readAddressDebugCounterparty,
+  readAddressDebugItem
+} from "./assistantContinuityPolicy";
 import {
  ADDRESS_NAVIGATION_STATE_SCHEMA_VERSION,
  type AddressFocusObject,
@@ -277,24 +281,38 @@ function resolveNavigationAction(debug: Record<string, unknown>, hasFocusObject:
  return hasFocusObject ? "drilldown" : "open";
 }

+function buildFocusObject(
+  objectType: AddressFocusObjectType,
+  label: string,
+  resultSetId: string,
+  createdAt: string
+): AddressFocusObject {
+  return {
+    object_type: objectType,
+    object_id: `${objectType}:${label}`.toLowerCase(),
+    label,
+    provenance_result_set_id: resultSetId,
+    selected_at: createdAt
+  };
+}
+
 function buildFocusObjectFromDebug(debug: Record<string, unknown>, resultSetId: string, createdAt: string): AddressFocusObject | null {
  const extractedFilters = toObject(debug.extracted_filters) ?? {};
+  const objectType = toAddressFocusObjectType(debug.anchor_type);
+  const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
+  if (canonicalType === "item") {
+    const item = readAddressDebugItem(debug, toNonEmptyString);
+    return item ? buildFocusObject(canonicalType, item, resultSetId, createdAt) : null;
+  }
+  if (canonicalType === "counterparty" && debug.mcp_discovery_response_applied === true) {
+    const counterparty = readAddressDebugCounterparty(debug, toNonEmptyString);
+    return counterparty ? buildFocusObject(canonicalType, counterparty, resultSetId, createdAt) : null;
+  }
  const rawValue =
    toNonEmptyString(debug.anchor_value_resolved) ??
    toNonEmptyString(debug.anchor_value_raw) ??
    toNonEmptyString(extractedFilters.item);
-  if (!rawValue) {
-    return null;
-  }
-  const objectType = toAddressFocusObjectType(debug.anchor_type);
-  const canonicalType = objectType === "unknown" ? inferDisplayEntityType(toAddressIntent(debug.detected_intent)) : objectType;
-  return {
-    object_type: canonicalType,
-    object_id: `${canonicalType}:${rawValue}`.toLowerCase(),
-    label: rawValue,
-    provenance_result_set_id: resultSetId,
-    selected_at: createdAt
-  };
+  return rawValue ? buildFocusObject(canonicalType, rawValue, resultSetId, createdAt) : null;
 }

 function capResultSets(resultSets: AddressResultSet[]): AddressResultSet[] {
@@ -0,0 +1,74 @@
+import iconv from "iconv-lite";
+
+function compactWhitespace(value: string): string {
+  return value.replace(/\s+/g, " ").trim();
+}
+
+function textMojibakeScore(value: string): number {
+  const source = String(value ?? "");
+  const cyrillic = (source.match(/[\u0400-\u04ff]/g) ?? []).length;
+  const latin = (source.match(/[A-Za-z]/g) ?? []).length;
+  const replacement = (source.match(/[�]/g) ?? []).length;
+  const pairMarkers = (source.match(/(?:Р.|С.|Ð.|Ñ.)/g) ?? []).length;
+  const doubleEncodedMarkers = (source.match(/(?:Р“[Р-џ]|Р’[Р-џ]|Ã.|Â.)/gu) ?? []).length;
+  return cyrillic + latin - replacement * 3 - pairMarkers * 2 - doubleEncodedMarkers * 2;
+}
+
+function looksLikeAddressMojibake(value: string): boolean {
+  const source = String(value ?? "");
+  if (!source.trim()) {
+    return false;
+  }
+  if (/[�]/.test(source)) {
+    return true;
+  }
+  if ((source.match(/(?:Р.|С.|Ð.|Ñ.)/g) ?? []).length >= 2) {
+    return true;
+  }
+  if ((source.match(/(?:Р“[Р-џ]|Р’[Р-џ]|Ã.|Â.)/gu) ?? []).length >= 2) {
+    return true;
+  }
+  return false;
+}
+
+export function repairAddressMojibakeText(value: string): string {
+  const source = String(value ?? "");
+  if (!looksLikeAddressMojibake(source)) {
+    return source;
+  }
+
+  let candidate = source;
+  for (let pass = 0; pass < 3; pass += 1) {
+    let improved = false;
+
+    try {
+      const fromWin1251 = iconv.encode(candidate, "win1251").toString("utf8");
+      if (textMojibakeScore(fromWin1251) > textMojibakeScore(candidate)) {
+        candidate = fromWin1251;
+        improved = true;
+      }
+    } catch {
+      // Ignore decode failures and keep the current candidate.
+    }
+
+    try {
+      const fromLatin1 = Buffer.from(candidate, "latin1").toString("utf8");
+      if (textMojibakeScore(fromLatin1) > textMojibakeScore(candidate)) {
+        candidate = fromLatin1;
+        improved = true;
+      }
+    } catch {
+      // Ignore decode failures and keep the current candidate.
+    }
+
+    if (!improved) {
+      break;
+    }
+  }
+
+  return candidate;
+}
+
+export function normalizeRussianComparableText(value: unknown): string {
+  return compactWhitespace(repairAddressMojibakeText(String(value ?? "")).toLowerCase()).replace(/ё/g, "е");
+}
@@ -178,16 +178,25 @@ function shouldPreferRawFollowupMessage(
  const previousIntent = toNonEmptyString(followupContext?.previous_intent);
  const rootIntent = toNonEmptyString(followupContext?.root_intent);
  const previousAnchorType = toNonEmptyString(followupContext?.previous_anchor_type);
+  const hasReferentialDocumentExclusionFollowupCue = /(?:\u043a\u0440\u043e\u043c\u0435|\u043f\u043e\u043c\u0438\u043c\u043e)\s+(?:\u044d\u0442\u043e\u0433\u043e|\u044d\u0442\u043e\u0439|\u044d\u0442\u043e\u0442|\u044d\u0442\u0443|\u044d\u0442\u0438\u0445)(?:\s+(?:\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430|\u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430))?/iu.test(
+    rawMessage
+  );
  const hasInventoryItemCarryover =
    previousAnchorType === "item" && isInventorySelectedObjectOrRootIntent(previousIntent);
  const hasInventoryFrameCarryover =
    isInventorySelectedObjectOrRootIntent(previousIntent) ||
    isInventorySelectedObjectOrRootIntent(rootIntent);
+  const hasDocumentCarryover =
+    previousIntent === "list_documents_by_counterparty" || previousIntent === "list_documents_by_contract";

  if (mode === "unsupported" && intent === "unknown") {
    return true;
  }

+  if (hasDocumentCarryover && hasReferentialDocumentExclusionFollowupCue) {
+    return true;
+  }
+
  if (hasSameDateFollowupSignal(rawMessage) && hasExplicitCurrentDateSignal(canonicalMessage)) {
    return true;
  }
@@ -2,6 +2,7 @@ import {
  mergeKnownOrganizations as mergeKnownOrganizationsFromMatcher,
  normalizeOrganizationScopeValue as normalizeOrganizationScopeValueFromMatcher
 } from "./assistantOrganizationMatcher";
+import { normalizeRussianComparableText } from "./addressTextRepair";

 export interface AssistantContinuitySnapshotInput {
  sessionItems?: unknown[];
@@ -567,17 +568,61 @@ export function readAddressDebugItem(
  );
 }

-export function readAddressDebugCounterparty(
+function isReferentialCounterpartyPlaceholder(
+  value: string | null
+): boolean {
+  if (!value) {
+    return false;
+  }
+  return new Set([
+    "он",
+    "она",
+    "оно",
+    "они",
+    "ему",
+    "ней",
+    "нему",
+    "ним",
+    "ними",
+    "его",
+    "ее",
+    "их",
+    "этому",
+    "этой",
+    "этом",
+    "этим",
+    "эта",
+    "этот",
+    "эти"
+  ]).has(normalizeRussianComparableText(value));
+}
+
+function normalizeCounterpartyCandidate(
+  value: unknown,
+  toNonEmptyString: (value: unknown) => string | null
+): string | null {
+  const text = toNonEmptyString(value);
+  if (!text || isReferentialCounterpartyPlaceholder(text)) {
+    return null;
+  }
+  return text;
+}
+
+function sameCounterpartyCandidate(
+  left: string | null,
+  right: string | null
+): boolean {
+  return Boolean(
+    left &&
+      right &&
+      normalizeRussianComparableText(left) === normalizeRussianComparableText(right)
+  );
+}
+
+function readGroundedDiscoveryCounterparty(
  debug: Record<string, unknown> | null,
  toNonEmptyString: (value: unknown) => string | null = fallbackToNonEmptyString
 ): string | null {
-  const extractedFilters = readAddressDebugFilters(debug);
-  if (toNonEmptyString(extractedFilters?.counterparty)) {
-    return toNonEmptyString(extractedFilters?.counterparty);
-  }
-  if (String(debug?.anchor_type ?? "") === "counterparty") {
-    return toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw);
-  }
  const discoveryPilotScope = readAssistantMcpDiscoveryPilotScope(debug, toNonEmptyString);
  const suppressDiscoveryEntityCarryover =
    discoveryPilotScope === "metadata_inspection_v1" ||
@@ -587,12 +632,38 @@ export function readAddressDebugCounterparty(
  }
  const discoveryEntities = collectAssistantMcpDiscoveryEntityCandidates(debug, toNonEmptyString);
  for (const entity of discoveryEntities) {
-    const text = toNonEmptyString(entity);
-    if (text) {
-      return text;
+    const normalized = normalizeCounterpartyCandidate(entity, toNonEmptyString);
+    if (normalized) {
+      return normalized;
    }
  }
-  return null;
+  return normalizeCounterpartyCandidate(
+    readAssistantMcpDiscoveryLoopMetadataScopeHint(debug, toNonEmptyString),
+    toNonEmptyString
+  );
+}
+
+export function readAddressDebugCounterparty(
+  debug: Record<string, unknown> | null,
+  toNonEmptyString: (value: unknown) => string | null = fallbackToNonEmptyString
+): string | null {
+  const extractedFilters = readAddressDebugFilters(debug);
+  const extractedCounterparty = normalizeCounterpartyCandidate(extractedFilters?.counterparty, toNonEmptyString);
+  const anchorCounterparty =
+    String(debug?.anchor_type ?? "") === "counterparty"
+      ? normalizeCounterpartyCandidate(
+          toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw),
+          toNonEmptyString
+        )
+      : null;
+  const groundedDiscoveryCounterparty = readGroundedDiscoveryCounterparty(debug, toNonEmptyString);
+  if (hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) && groundedDiscoveryCounterparty) {
+    if (!extractedCounterparty || !sameCounterpartyCandidate(extractedCounterparty, groundedDiscoveryCounterparty)) {
+      return groundedDiscoveryCounterparty;
+    }
+    return extractedCounterparty;
+  }
+  return extractedCounterparty ?? anchorCounterparty ?? groundedDiscoveryCounterparty;
 }

 export function readAddressDebugIntent(
@@ -664,9 +735,21 @@ export function resolveAddressDebugAnchorContext(
  toNonEmptyString: (value: unknown) => string | null = fallbackToNonEmptyString
 ): AssistantAddressDebugAnchorContext {
  const explicitAnchorType = toNonEmptyString(debug?.anchor_type);
-  const explicitAnchorValue =
+  const explicitAnchorValueRaw =
    toNonEmptyString(debug?.anchor_value_resolved) ?? toNonEmptyString(debug?.anchor_value_raw);
-  if (explicitAnchorType || explicitAnchorValue) {
+  const explicitAnchorValue =
+    explicitAnchorType === "counterparty"
+      ? normalizeCounterpartyCandidate(explicitAnchorValueRaw, toNonEmptyString)
+      : explicitAnchorValueRaw;
+  const groundedDiscoveryCounterparty = readGroundedDiscoveryCounterparty(debug, toNonEmptyString);
+  const shouldPreferDiscoveryCounterparty =
+    explicitAnchorType === "counterparty" &&
+    Boolean(
+      groundedDiscoveryCounterparty &&
+        hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) &&
+        (!explicitAnchorValue || !sameCounterpartyCandidate(explicitAnchorValue, groundedDiscoveryCounterparty))
+    );
+  if ((explicitAnchorType || explicitAnchorValue) && !shouldPreferDiscoveryCounterparty) {
    return {
      anchorType: explicitAnchorType,
      anchorValue: explicitAnchorValue
@@ -681,8 +764,15 @@ export function resolveAddressDebugAnchorContext(
      anchorValue: item
    };
  }
-  const counterparty = toNonEmptyString(extractedFilters?.counterparty);
-  if (counterparty) {
+  const counterparty = normalizeCounterpartyCandidate(extractedFilters?.counterparty, toNonEmptyString);
+  if (
+    counterparty &&
+    !(
+      groundedDiscoveryCounterparty &&
+      hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) &&
+      !sameCounterpartyCandidate(counterparty, groundedDiscoveryCounterparty)
+    )
+  ) {
    return {
      anchorType: "counterparty",
      anchorValue: counterparty
@@ -761,7 +851,10 @@ export function resolveAddressDebugCarryoverFilters(
    Boolean(discoveryDateScope.asOfDate || discoveryDateScope.periodFrom || discoveryDateScope.periodTo);
  const counterparty = readAddressDebugCounterparty(debug, toNonEmptyString);
  const organization = readAddressDebugOrganization(debug, toNonEmptyString);
-  if (counterparty && !toNonEmptyString(nextFilters.counterparty)) {
+  const preferGroundedDiscoveryCounterparty =
+    hasGroundedDiscoveryBusinessAnswer(debug, toNonEmptyString) && Boolean(counterparty);
+  const existingCounterparty = normalizeCounterpartyCandidate(nextFilters.counterparty, toNonEmptyString);
+  if (counterparty && (preferGroundedDiscoveryCounterparty || !existingCounterparty)) {
    nextFilters.counterparty = counterparty;
  }
  if (organization && !toNonEmptyString(nextFilters.organization)) {
@@ -3,6 +3,7 @@ import {
  buildAssistantMcpDiscoveryDataNeedGraph,
  type AssistantMcpDiscoveryDataNeedGraphContract
 } from "./assistantMcpDiscoveryDataNeedGraph";
+import { normalizeRussianComparableText, repairAddressMojibakeText } from "./addressTextRepair";
 import type {
  AssistantMcpDiscoveryMetadataRecommendedPrimitive,
  AssistantMcpDiscoveryMetadataRouteFamily,
@@ -80,9 +81,33 @@ function pushUnique(target: string[], value: unknown): void {
 }

 function isReferentialEntityPlaceholder(value: string): boolean {
-  return /^(?:\u043d\u0435\u043c\u0443|\u043d\u0435\u0439|\u043d\u0438\u043c|\u043d\u0438\u043c\u0438|\u0435\u0433\u043e|\u0435\u0435|\u0435\u0451|\u0438\u0445|\u044d\u0442\u043e\u043c\u0443|\u044d\u0442\u043e\u0439|\u044d\u0442\u0438\u043c|\u044d\u0442\u0438\u043c\u0438|\u044d\u0442\u043e\u043c)$/iu.test(
-    value.trim()
-  );
+  return new Set([
+    "он",
+    "она",
+    "оно",
+    "они",
+    "ему",
+    "ней",
+    "нему",
+    "ним",
+    "ними",
+    "его",
+    "ее",
+    "их",
+    "этому",
+    "этой",
+    "этим",
+    "этими",
+    "этом"
+  ]).has(normalizeRussianComparableText(value));
+}
+
+function normalizeFollowupCounterpartyCandidate(value: unknown): string | null {
+  const text = candidateValue(value);
+  if (!text || isReferentialEntityPlaceholder(text)) {
+    return null;
+  }
+  return text;
 }

 function pushScopedEntityCandidate(
@@ -482,16 +507,25 @@ function collectFollowupDiscoverySeed(followupContext: Record<string, unknown> |
    effectivePilotScope === "entity_resolution_search_v1" && entityResolutionStatus === "ambiguous";
  const metadataPilotCarriesScopeOnly =
    effectivePilotScope === "metadata_inspection_v1" || loopSubjectResolutionOptional;
+  const normalizedDiscoveryEntities = discoveryEntities
+    .map((entity) => normalizeFollowupCounterpartyCandidate(entity))
+    .filter((entity): entity is string => Boolean(entity));
+  const groundedDiscoveryCounterparty =
+    ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly
+      ? null
+      : normalizedDiscoveryEntities[0] ?? normalizeFollowupCounterpartyCandidate(loopMetadataScopeHint);
  const metadataScopeHint =
    loopMetadataScopeHint ??
-    (loopSubjectResolutionOptional ? discoveryEntities[0] ?? null : null);
-  const counterparty =
-    toNonEmptyString(previousFilters?.counterparty) ??
-    toNonEmptyString(rootFilters?.counterparty) ??
-    (toNonEmptyString(followupContext?.previous_anchor_type) === "counterparty"
-      ? toNonEmptyString(followupContext?.previous_anchor_value)
-      : null) ??
-    (ambiguityBlocksImplicitGrounding || metadataPilotCarriesScopeOnly ? null : discoveryEntities[0] ?? null);
+    (loopSubjectResolutionOptional ? normalizedDiscoveryEntities[0] ?? null : null);
+  const previousFiltersCounterparty = normalizeFollowupCounterpartyCandidate(previousFilters?.counterparty);
+  const rootFiltersCounterparty = normalizeFollowupCounterpartyCandidate(rootFilters?.counterparty);
+  const previousAnchorCounterparty =
+    toNonEmptyString(followupContext?.previous_anchor_type) === "counterparty"
+      ? normalizeFollowupCounterpartyCandidate(followupContext?.previous_anchor_value)
+      : null;
+  const counterparty = groundedDiscoveryCounterparty
+    ? groundedDiscoveryCounterparty
+    : previousFiltersCounterparty ?? rootFiltersCounterparty ?? previousAnchorCounterparty;
  const organization =
    toNonEmptyString(previousFilters?.organization) ??
    toNonEmptyString(rootFilters?.organization) ??
@@ -512,7 +546,7 @@ function collectFollowupDiscoverySeed(followupContext: Record<string, unknown> |
    loopProvidedAxes,
    counterparty,
    discoveryEntity:
-      ambiguityBlocksImplicitGrounding || loopSubjectResolutionOptional ? null : discoveryEntities[0] ?? null,
+      ambiguityBlocksImplicitGrounding || loopSubjectResolutionOptional ? null : normalizedDiscoveryEntities[0] ?? null,
    entityResolutionStatus,
    entityResolutionAmbiguityCandidates,
    rankingNeed: toNonEmptyString(followupContext?.previous_discovery_ranking_need),
@@ -672,6 +706,12 @@ function hasMetadataSignal(text: string): boolean {
  );
 }

+function hasReferentialDocumentExclusionFollowupSignal(text: string): boolean {
+  return /(?:\u043a\u0440\u043e\u043c\u0435|\u043f\u043e\u043c\u0438\u043c\u043e)\s+(?:\u044d\u0442\u043e\u0433\u043e|\u044d\u0442\u043e\u0439|\u044d\u0442\u043e\u0442|\u044d\u0442\u0443|\u044d\u0442\u0438\u0445)(?:\s+(?:\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430|\u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430))?/iu.test(
+    text
+  );
+}
+
 function hasMetadataObjectHint(text: string): boolean {
  return /(?:\u043e\u0431\u044a\u0435\u043a\u0442(?:\u044b|\u0430|\u043e\u0432)?|\u0440\u0435\u0433\u0438\u0441\u0442\u0440(?:\u044b)?|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442(?:\u044b)?|\u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a(?:\u0438)?|\u043f\u043e\u043b(?:\u0435|\u044f)|objects?|registers?|documents?|catalogs?|fields?)/iu.test(
    text
@@ -1007,15 +1047,24 @@ export function buildAssistantMcpDiscoveryTurnInput(
  const reasonCodes: string[] = [];
  const rawUserText = toNonEmptyString(input.userMessage);
  const rawEffectiveText = toNonEmptyString(input.effectiveMessage);
-  const rawSignalSourceText = `${rawUserText ?? ""} ${rawEffectiveText ?? ""}`.trim();
-  const rawEntitySourceText = rawUserText ?? rawEffectiveText ?? rawSignalSourceText;
+  const repairedUserText = rawUserText ? repairAddressMojibakeText(rawUserText) : null;
+  const repairedEffectiveText = rawEffectiveText ? repairAddressMojibakeText(rawEffectiveText) : null;
+  const rawSignalSourceText = `${repairedUserText ?? rawUserText ?? ""} ${repairedEffectiveText ?? rawEffectiveText ?? ""}`.trim();
+  const rawEntitySourceText = repairedUserText ?? rawUserText ?? repairedEffectiveText ?? rawEffectiveText ?? rawSignalSourceText;
  const rawText = compactLower(rawSignalSourceText);
+  const rawReferentialDocumentExclusionSignal = hasReferentialDocumentExclusionFollowupSignal(
+    repairedUserText ?? rawUserText ?? ""
+  );
  const rawLifecycleSignal = hasLifecycleSignal(rawText);
  const rawBidirectionalValueFlowSignal = !rawLifecycleSignal && hasBidirectionalValueFlowSignal(rawText);
  const rawValueFlowSignal =
    !rawLifecycleSignal &&
    (hasValueFlowSignal(rawText) || hasValueRankingSignal(rawText) || rawBidirectionalValueFlowSignal);
-  const rawMetadataSignal = !rawLifecycleSignal && !rawValueFlowSignal && hasMetadataSignal(rawText);
+  const rawMetadataSignal =
+    !rawLifecycleSignal &&
+    !rawValueFlowSignal &&
+    !rawReferentialDocumentExclusionSignal &&
+    hasMetadataSignal(rawText);
  const rawEntityResolutionSignal =
    !rawLifecycleSignal && !rawValueFlowSignal && !rawMetadataSignal && hasEntityResolutionSignal(rawText);
  const rawPayoutSignal = rawValueFlowSignal && !rawBidirectionalValueFlowSignal && hasPayoutSignal(rawText);
@@ -579,12 +579,35 @@ export function createAssistantRoutePolicy(deps) {
          !effectiveAddressFollowupSignal &&
          resolvedModeDetection.mode === "unsupported" &&
          resolvedIntentResolution.intent === "unknown");
+      const groundedValueFlowFollowupContextDetected = Boolean(followupContext &&
+          [
+              "counterparty_value_flow_query_movements_v1",
+              "counterparty_supplier_payout_query_movements_v1",
+              "counterparty_bidirectional_value_flow_query_movements_v1"
+          ].includes(String(toNonEmptyString(followupContext?.previous_discovery_pilot_scope) ?? "")) &&
+          !dangerOrCoercionSignal &&
+          (toNonEmptyString(assistantTurnMeaning?.asked_domain_family) === "counterparty_value" ||
+              [
+                  "turnover",
+                  "payout",
+                  "net_value_flow"
+              ].includes(String(toNonEmptyString(assistantTurnMeaning?.asked_action_family) ?? "")) ||
+              /(?:нетто|сальдо|сколько\s+мы\s+(?:получили|заплатили)|incoming|outgoing)/iu.test(analyticsSample)));
      const baseToolGatePreservesAddressLane = Boolean(baseToolGate?.runAddressLane &&
-          ["address_intent_resolver_detected", "address_mode_classifier_detected", "address_signal_detected", "llm_canonical_data_signal_detected"].includes(String(baseToolGate?.reason ?? "")));
+          [
+              "address_intent_resolver_detected",
+              "address_mode_classifier_detected",
+              "address_signal_detected",
+              "llm_canonical_data_signal_detected"
+          ].includes(String(baseToolGate?.reason ?? ""))) ||
+          Boolean(baseToolGate?.runAddressLane &&
+              String(baseToolGate?.reason ?? "") === "followup_context_detected" &&
+              groundedValueFlowFollowupContextDetected);
      const nonDomainQueryIndexed = Boolean(!llmFirstAddressCandidate &&
          deterministicNonDomainGuard &&
          (llmFirstUnsupportedCandidate || llmContractMode === null) &&
          !baseToolGatePreservesAddressLane &&
+          !groundedValueFlowFollowupContextDetected &&
          !protectedInventoryShortFollowup &&
          !organizationClarificationContinuationDetected);
      const lastAddressAssistantDebug = sessionItems
@@ -749,9 +772,11 @@ export function createAssistantRoutePolicy(deps) {
          assistantTurnMeaning?.unsupported_but_understood_family &&
          assistantTurnMeaning?.stale_replay_forbidden === true &&
          !turnMeaningIntentCandidate &&
+          !aggregateBusinessAnalyticsSignal &&
          !dataScopeMetaQuery &&
          !capabilityMetaQuery &&
          !dangerOrCoercionSignal &&
+          !groundedValueFlowFollowupContextDetected &&
          !organizationClarificationContinuationDetected);
      if (unsupportedCurrentTurnMeaningBoundary) {
          return {
@@ -112,6 +112,89 @@ describe("address navigation state", () => {
    expect(evolved.session_context.date_scope.period_to).toBe("2020-12-31");
  });

+  it("prefers grounded discovery counterparty over stale referential anchor when updating focus", () => {
+    const initial = normalizeAddressNavigationState(
+      {
+        schema_version: "address_navigation_state_v1",
+        session_id: "asst-3b",
+        updated_at: "2026-04-12T10:00:00.000Z",
+        session_context: {
+          active_result_set_id: "rs-prev",
+          active_focus_object: {
+            object_type: "counterparty",
+            object_id: "counterparty:нортон",
+            label: "НОРТОН",
+            provenance_result_set_id: "rs-prev",
+            selected_at: "2026-04-12T09:59:00.000Z"
+          },
+          last_confirmed_route: "address_customer_revenue_and_payments_v1",
+          date_scope: {
+            as_of_date: null,
+            period_from: "2020-01-01",
+            period_to: "2020-12-31"
+          },
+          organization_scope: "ООО Альтернатива Плюс"
+        },
+        result_sets: [],
+        navigation_history: []
+      } as any,
+      "asst-3b"
+    );
+    const assistantItem = {
+      message_id: "msg-a2b",
+      session_id: "asst-3b",
+      role: "assistant",
+      text: "По Группа СВК подтверждены исходящие платежи за 2020 год.",
+      reply_type: "factual",
+      created_at: "2026-04-12T10:02:30.000Z",
+      trace_id: "address-456b",
+      debug: {
+        detected_mode: "address_query",
+        detected_intent: "supplier_payouts_profile",
+        selected_recipe: "address_supplier_payouts_profile_v1",
+        extracted_filters: {
+          counterparty: "НОРТОН",
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        },
+        anchor_type: "counterparty",
+        anchor_value_raw: "он",
+        anchor_value_resolved: "он",
+        mcp_discovery_response_applied: true,
+        assistant_mcp_discovery_entry_point_v1: {
+          schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+          entry_status: "bridge_executed",
+          turn_input: {
+            turn_meaning_ref: {
+              asked_domain_family: "counterparty_value",
+              asked_action_family: "payout",
+              explicit_entity_candidates: ["Группа СВК"]
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            business_fact_answer_allowed: true,
+            pilot: {
+              pilot_scope: "counterparty_supplier_payout_query_movements_v1"
+            },
+            answer_draft: {
+              answer_mode: "confirmed_factual"
+            }
+          }
+        },
+        dialog_continuation_contract_v2: {
+          decision: "continue_previous"
+        }
+      }
+    } as any;
+
+    const evolved = evolveAddressNavigationStateWithAssistantItem(initial, assistantItem, 4);
+    expect(evolved.session_context.active_focus_object?.object_type).toBe("counterparty");
+    expect(evolved.session_context.active_focus_object?.label).toBe("Группа СВК");
+    expect(evolved.session_context.active_focus_object?.object_id).toBe("counterparty:группа свк");
+    expect(evolved.navigation_history[0]?.target_object_id).toBe("counterparty:группа свк");
+  });
+
  it("captures item focus from inventory answers when no anchor is materialized", () => {
    const base = createEmptyAddressNavigationState("asst-4", "2026-04-12T10:00:00.000Z");
    const assistantItem = {
@@ -731,13 +731,14 @@ describe("assistant address follow-up carryover", () => {
    expect(second.reply_type).toBe("factual");

    expect(calls).toHaveLength(2);
+    expect(calls[1].message).toBe(followupMessage);
    expect(calls[1].options?.followupContext?.previous_anchor_type).toBe("counterparty");
    expect(String(calls[1].options?.followupContext?.previous_anchor_value ?? "")).toContain("Жуковка 51");
    expect(String(calls[1].options?.followupContext?.previous_filters?.counterparty ?? "")).toContain("жуковке 51");
    expect(normalizerService.normalize).not.toHaveBeenCalled();
  });

-  it("retries with raw user message after rewrite degraded anchor and returns factual follow-up result", async () => {
+  it("prefers the raw referential document follow-up over a degraded rewrite and returns factual follow-up result", async () => {
    const calls: Array<{ message: string; options?: any }> = [];
    const firstMessage = "покажи документы по жуковке 51";
    const followupMessage = "кроме этого документа есть еще чтото?";
@@ -826,12 +827,10 @@ describe("assistant address follow-up carryover", () => {
    } as any);
    expect(second.ok).toBe(true);
    expect(second.reply_type).toBe("factual");
-    expect(second.debug?.address_retry_audit?.attempted).toBe(true);
-    expect(second.debug?.address_retry_audit?.initial_limited_category).toBe("missing_anchor");
-    expect(second.debug?.address_retry_audit?.retry_message).toBe(followupMessage);
+    expect(second.debug?.address_retry_audit?.attempted).toBe(false);

-    expect(calls.some((entry) => String(entry.message).toLowerCase().startsWith("документы по контрагенту"))).toBe(true);
-    expect(calls.some((entry) => String(entry.message).toLowerCase() === followupMessage)).toBe(true);
+    expect(calls).toHaveLength(2);
+    expect(calls[1].message).toBe(followupMessage);
    expect(normalizerService.normalize).not.toHaveBeenCalled();
  });

@@ -230,6 +230,102 @@ describe("assistantContinuityPolicy organization authority", () => {
    });
  });

+  it("replaces referential counterparty placeholders with grounded discovery entity during carryover", () => {
+    const debug = {
+      execution_lane: "address_query",
+      extracted_filters: {
+        counterparty: "РѕРЅ",
+        period_from: "2020-01-01",
+        period_to: "2020-12-31"
+      },
+      anchor_type: "counterparty",
+      anchor_value_raw: "РѕРЅ",
+      anchor_value_resolved: "РѕРЅ",
+      mcp_discovery_response_applied: true,
+      assistant_mcp_discovery_entry_point_v1: {
+        schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+        entry_status: "bridge_executed",
+        turn_input: {
+          turn_meaning_ref: {
+            asked_domain_family: "counterparty_value",
+            asked_action_family: "turnover",
+            explicit_entity_candidates: ["Р“СЂСѓРїРїР° РЎР’Рљ"],
+            explicit_date_scope: "2020"
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          business_fact_answer_allowed: true,
+          pilot: {
+            pilot_scope: "counterparty_value_flow_query_movements_v1"
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference"
+          }
+        }
+      }
+    };
+
+    expect(readAddressDebugCounterparty(debug)).toBe("Р“СЂСѓРїРїР° РЎР’Рљ");
+    expect(resolveAddressDebugCarryoverFilters(debug)).toEqual({
+      counterparty: "Р“СЂСѓРїРїР° РЎР’Рљ",
+      period_from: "2020-01-01",
+      period_to: "2020-12-31"
+    });
+    expect(resolveAddressDebugAnchorContext(debug)).toEqual({
+      anchorType: "counterparty",
+      anchorValue: "Р“СЂСѓРїРїР° РЎР’Рљ"
+    });
+  });
+
+  it("prefers grounded discovery metadata scope over conflicting stale exact-route counterparty", () => {
+    const debug = {
+      execution_lane: "address_query",
+      extracted_filters: {
+        counterparty: "РќРћР РўРћРќ",
+        period_from: "2020-01-01",
+        period_to: "2020-12-31"
+      },
+      anchor_type: "counterparty",
+      anchor_value_resolved: "РЎРµСЂРІРёСЃРљРѕРЅСЃР°Р»С‚, РћРћРћ",
+      mcp_discovery_response_applied: true,
+      assistant_mcp_discovery_entry_point_v1: {
+        schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+        entry_status: "bridge_executed",
+        turn_input: {
+          turn_meaning_ref: {
+            asked_domain_family: "counterparty_value",
+            asked_action_family: "payout",
+            explicit_entity_candidates: ["РѕРЅ"],
+            metadata_scope_hint: "Р“СЂСѓРїРїР° РЎР’Рљ",
+            explicit_date_scope: "2020"
+          }
+        },
+        bridge: {
+          bridge_status: "answer_draft_ready",
+          business_fact_answer_allowed: true,
+          pilot: {
+            pilot_scope: "counterparty_supplier_payout_query_movements_v1"
+          },
+          answer_draft: {
+            answer_mode: "confirmed_with_bounded_inference"
+          }
+        }
+      }
+    };
+
+    expect(readAddressDebugCounterparty(debug)).toBe("Р“СЂСѓРїРїР° РЎР’Рљ");
+    expect(resolveAddressDebugCarryoverFilters(debug)).toEqual({
+      counterparty: "Р“СЂСѓРїРїР° РЎР’Рљ",
+      period_from: "2020-01-01",
+      period_to: "2020-12-31"
+    });
+    expect(resolveAddressDebugAnchorContext(debug)).toEqual({
+      anchorType: "counterparty",
+      anchorValue: "Р“СЂСѓРїРїР° РЎР’Рљ"
+    });
+  });
+
  it("prefers the resolved entity from grounded entity-resolution discovery for counterparty carryover", () => {
    const debug = {
      execution_lane: "living_chat",
@@ -235,6 +235,40 @@ describe("assistant orchestration contract", () => {
  expect(decision.orchestrationContract?.hard_meta_mode).toBe("non_domain");
  });

+  it("keeps address lane for a short net follow-up over grounded value-flow context", () => {
+    const decision = resolveAssistantOrchestrationDecision({
+      rawUserMessage: "Рђ РєР°РєРѕРµ РїРѕР»СѓС‡РёР»РѕСЃСЊ РЅРµС‚С‚Рѕ?",
+      effectiveAddressUserMessage: "Рђ РєР°РєРѕРµ РїРѕР»СѓС‡РёР»РѕСЃСЊ РЅРµС‚С‚Рѕ?",
+      followupContext: {
+        previous_intent: "customer_revenue_and_payments",
+        previous_filters: {
+          counterparty: "Р“СЂСѓРїРїР° РЎР’Рљ",
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        },
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: "Р“СЂСѓРїРїР° РЎР’Рљ",
+        previous_discovery_pilot_scope: "counterparty_supplier_payout_query_movements_v1"
+      },
+      llmPreDecomposeMeta: {
+        applied: false,
+        reason: "no_usable_fragment",
+        predecomposeContract: {
+          mode: "unsupported",
+          mode_confidence: "low",
+          intent: "unknown",
+          intent_confidence: "low"
+        }
+      } as any,
+      useMock: false
+    });
+
+    expect(decision.runAddressLane).toBe(true);
+    expect(decision.toolGateDecision).toBe("run_address_lane");
+    expect(decision.toolGateReason).not.toBe("non_domain_query_indexed");
+    expect(decision.livingMode).toBe("address_data");
+  });
+
  it("routes historical capability follow-up over grounded inventory answer to contextual chat", () => {
    const decision = resolveAssistantOrchestrationDecision({
      rawUserMessage: "а исторические данные ты можешь же показать?",
@@ -585,6 +585,41 @@ describe("assistant MCP discovery turn input adapter", () => {
    expect(result.reason_codes).not.toContain("mcp_discovery_not_applicable_for_supported_exact_turn");
  });

+  it("prefers grounded discovery metadata scope over stale conflicting counterparty in a short net follow-up", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "Р° РєР°РєРѕРµ РЅРµС‚С‚Рѕ?",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty",
+        asked_action_family: "turnover",
+        explicit_intent_candidate: "customer_revenue_and_payments"
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "counterparty_supplier_payout_query_movements_v1",
+        previous_filters: {
+          counterparty: "РќРћР РўРћРќ",
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        },
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: "РЎРµСЂРІРёСЃРљРѕРЅСЃР°Р»С‚, РћРћРћ",
+        previous_discovery_loop_metadata_scope_hint: "Р“СЂСѓРїРїР° РЎР’Рљ"
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "counterparty_value",
+      asked_action_family: "net_value_flow",
+      explicit_entity_candidates: ["Р“СЂСѓРїРїР° РЎР’Рљ"],
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "counterparty_bidirectional_value_flow_or_netting",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).not.toContain("РќРћР РўРћРќ");
+    expect(result.reason_codes).toContain("mcp_discovery_grounded_value_flow_followup");
+  });
+
  it.skip("switches from a grounded exact value-flow answer into document evidence without restating the counterparty", () => {
    const result = buildAssistantMcpDiscoveryTurnInput({
      userMessage: "Р° РїРѕ РґРѕРєСѓРјРµРЅС‚Р°Рј?",
@@ -1268,6 +1303,35 @@ describe("assistant MCP discovery turn input adapter", () => {
    expect(result.reason_codes).toContain("mcp_discovery_not_applicable_for_supported_exact_turn");
  });

+  it("does not bootstrap metadata discovery from a referential document exclusion follow-up over exact document context", () => {
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "кроме этого документа есть еще что-то?",
+      effectiveMessage: "документы по контрагенту документа",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty",
+        asked_action_family: "list_documents",
+        explicit_intent_candidate: "list_documents_by_counterparty",
+        explicit_entity_candidates: [{ value: "ТСЖ \"Жуковка 51\"" }]
+      },
+      followupContext: {
+        previous_intent: "list_documents_by_counterparty",
+        target_intent: "list_documents_by_counterparty",
+        previous_anchor_type: "counterparty",
+        previous_anchor_value: "ТСЖ \"Жуковка 51\"",
+        previous_filters: {
+          counterparty: "жуковке 51"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("not_applicable");
+    expect(result.should_run_discovery).toBe(false);
+    expect(result.turn_meaning_ref).toBeNull();
+    expect(result.reason_codes).toContain("mcp_discovery_not_applicable_for_supported_exact_turn");
+    expect(result.reason_codes).not.toContain("mcp_discovery_metadata_signal_detected");
+    expect(result.reason_codes).not.toContain("mcp_discovery_metadata_scope_hint_from_raw_text");
+  });
+
  it("never serializes object candidates as [object Object]", () => {
    const result = buildAssistantMcpDiscoveryTurnInput({
      assistantTurnMeaning: {
@@ -1,4 +1,147 @@
 [
+  {
+    "generation_id": "gen-ag04231336-3d4cc9",
+    "created_at": "2026-04-23T13:36:22+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Живой диалог по организации: денежный срез, сравнение и рейтинг",
+    "count": 7,
+    "domain": "address_phase66_human_org_open_scope_dialog",
+    "questions": [
+      "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?"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260423133622_gen-ag04231336-3d4cc9.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_20260423133622_gen-ag04231336-3d4cc9.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Human organization open-scope dialog: org clarification, all-time incoming total, comparison, ranking",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase66_human_org_open_scope_dialog.json",
+      "scenario_id": "address_truth_harness_phase66_human_org_open_scope_dialog",
+      "semantic_tags": [
+        "all_time_followup",
+        "human_dialog",
+        "open_scope_total",
+        "organization_clarification",
+        "organization_scope",
+        "value_flow_comparison",
+        "value_flow_ranking",
+        "year_switch"
+      ]
+    }
+  },
+  {
+    "generation_id": "gen-ag04231336-db78b3",
+    "created_at": "2026-04-23T13:36:22+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Живой диалог по СВК: деньги, нетто, документы и движения",
+    "count": 7,
+    "domain": "address_phase65_human_svk_money_dialog",
+    "questions": [
+      "Хочу проверить одного контрагента. Найди в 1С Группу СВК.",
+      "Посмотри, сколько денег мы получили от него за 2020 год.",
+      "А теперь сколько мы ему заплатили?",
+      "А какое получилось нетто?",
+      "А по документам?",
+      "А по движениям?",
+      "А теперь за 2021 год?"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260423133622_gen-ag04231336-db78b3.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_20260423133622_gen-ag04231336-db78b3.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Human SVK counterparty dialog: grounding, incoming, outgoing, net, documents, movements",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase65_human_svk_money_dialog.json",
+      "scenario_id": "address_truth_harness_phase65_human_svk_money_dialog",
+      "semantic_tags": [
+        "counterparty_resolution",
+        "document_pivot_after_value_flow",
+        "entity_grounding",
+        "grounded_counterparty_followup",
+        "human_dialog",
+        "incoming_value_flow",
+        "movement_pivot_after_value_flow",
+        "net_value_flow",
+        "outgoing_value_flow",
+        "year_switch"
+      ]
+    }
+  },
+  {
+    "generation_id": "gen-ag04231336-4fa660",
+    "created_at": "2026-04-23T13:36:22+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Живой диалог по НДС: от ориентации до документов",
+    "count": 6,
+    "domain": "address_phase64_human_vat_investigation_dialog",
+    "questions": [
+      "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+      "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+      "За 2020 год.",
+      "А теперь по документам?",
+      "А теперь за 2021 год?",
+      "А теперь за все время?"
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260423133622_gen-ag04231336-4fa660.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_20260423133622_gen-ag04231336-4fa660.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "Human VAT dialog: metadata orientation, movement lane, document pivot, year switch, all-time continuity",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase64_human_vat_investigation_dialog.json",
+      "scenario_id": "address_truth_harness_phase64_human_vat_investigation_dialog",
+      "semantic_tags": [
+        "all_time_followup",
+        "bounded_retrieval",
+        "document_lane_continuity",
+        "document_pivot_after_movement_retrieval",
+        "human_dialog",
+        "inline_organization_clarification",
+        "metadata_surface",
+        "movement_lane_after_metadata",
+        "movement_lane_execution",
+        "scope_reuse",
+        "vat_orientation",
+        "year_switch_after_pivot"
+      ]
+    }
+  },
  {
    "generation_id": "gen-moa1y0lw-m30gdsz",
    "created_at": "2026-04-22T12:51:54.657Z",
@@ -1080,4 +1223,4 @@
      "latest_acceptance": null
    }
  }
-]
+]
@@ -0,0 +1,125 @@
+{
+  "saved_at": "2026-04-23T13:36:22+00:00",
+  "generation_id": "gen-ag04231336-3d4cc9",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по организации: денежный срез, сравнение и рейтинг",
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+    "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?"
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+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Human organization open-scope dialog: org clarification, all-time incoming total, comparison, ranking",
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+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase66_human_org_open_scope_dialog.json",
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+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "Хочу быстрый денежный срез по одной организации без привязки к контрагенту. Сколько вообще входящих денег было за 2020 год?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "По ООО Альтернатива Плюс.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "Понял, тогда за все время.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "А что по ООО Альтернатива Плюс больше уже за 2021 год: входящие или исходящие деньги?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-006",
+        "role": "user",
+        "text": "И кто больше всего принес денег этой организации в 2020 году?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-007",
+        "role": "user",
+        "text": "А в 2021 году?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      }
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+        "value_flow_comparison",
+        "value_flow_ranking",
+        "year_switch"
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+}
@@ -0,0 +1,123 @@
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+  "saved_at": "2026-04-23T13:36:22+00:00",
+  "generation_id": "gen-ag04231336-4fa660",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по НДС: от ориентации до документов",
+  "agent_run": true,
+  "questions": [
+    "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+    "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+    "За 2020 год.",
+    "А теперь по документам?",
+    "А теперь за 2021 год?",
+    "А теперь за все время?"
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+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Human VAT dialog: metadata orientation, movement lane, document pivot, year switch, all-time continuity",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase64_human_vat_investigation_dialog.json",
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+  "source_session_id": null,
+  "session": {
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+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "За 2020 год.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "А теперь по документам?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "А теперь за 2021 год?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-006",
+        "role": "user",
+        "text": "А теперь за все время?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      }
+    ],
+    "agent_run": true,
+    "metadata": {
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "agent_focus": "Human VAT dialog: metadata orientation, movement lane, document pivot, year switch, all-time continuity",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase64_human_vat_investigation_dialog.json",
+      "scenario_id": "address_truth_harness_phase64_human_vat_investigation_dialog",
+      "semantic_tags": [
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+        "bounded_retrieval",
+        "document_lane_continuity",
+        "document_pivot_after_movement_retrieval",
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+        "metadata_surface",
+        "movement_lane_after_metadata",
+        "movement_lane_execution",
+        "scope_reuse",
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+        "year_switch_after_pivot"
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+}
@@ -0,0 +1,129 @@
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+  "saved_at": "2026-04-23T13:36:22+00:00",
+  "generation_id": "gen-ag04231336-db78b3",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по СВК: деньги, нетто, документы и движения",
+  "agent_run": true,
+  "questions": [
+    "Хочу проверить одного контрагента. Найди в 1С Группу СВК.",
+    "Посмотри, сколько денег мы получили от него за 2020 год.",
+    "А теперь сколько мы ему заплатили?",
+    "А какое получилось нетто?",
+    "А по документам?",
+    "А по движениям?",
+    "А теперь за 2021 год?"
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "Human SVK counterparty dialog: grounding, incoming, outgoing, net, documents, movements",
+    "architecture_phase": "turnaround_11",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase65_human_svk_money_dialog.json",
+    "scenario_id": "address_truth_harness_phase65_human_svk_money_dialog",
+    "semantic_tags": [
+      "counterparty_resolution",
+      "document_pivot_after_value_flow",
+      "entity_grounding",
+      "grounded_counterparty_followup",
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+  "source_session_id": null,
+  "session": {
+    "session_id": null,
+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "Хочу проверить одного контрагента. Найди в 1С Группу СВК.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "Посмотри, сколько денег мы получили от него за 2020 год.",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "А теперь сколько мы ему заплатили?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "А какое получилось нетто?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "А по документам?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-006",
+        "role": "user",
+        "text": "А по движениям?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-007",
+        "role": "user",
+        "text": "А теперь за 2021 год?",
+        "created_at": "2026-04-23T13:36:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      }
+    ],
+    "agent_run": true,
+    "metadata": {
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "agent_focus": "Human SVK counterparty dialog: grounding, incoming, outgoing, net, documents, movements",
+      "architecture_phase": "turnaround_11",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_phase65_human_svk_money_dialog.json",
+      "scenario_id": "address_truth_harness_phase65_human_svk_money_dialog",
+      "semantic_tags": [
+        "counterparty_resolution",
+        "document_pivot_after_value_flow",
+        "entity_grounding",
+        "grounded_counterparty_followup",
+        "human_dialog",
+        "incoming_value_flow",
+        "movement_pivot_after_value_flow",
+        "net_value_flow",
+        "outgoing_value_flow",
+        "year_switch"
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+}
@@ -0,0 +1,46 @@
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+  "schema_version": "assistant_saved_session_suite_v0_1",
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+  "generation_id": "gen-ag04231336-3d4cc9",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по организации: денежный срез, сравнение и рейтинг",
+  "domain": "address_phase66_human_org_open_scope_dialog",
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+  "case_ids": [
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+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Живой диалог по организации: денежный срез, сравнение и рейтинг",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "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?"
+        }
+      ]
+    }
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+}
@@ -0,0 +1,43 @@
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+  "generation_id": "gen-ag04231336-4fa660",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по НДС: от ориентации до документов",
+  "domain": "address_phase64_human_vat_investigation_dialog",
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+  "case_ids": [
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+  "cases": [
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+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
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+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?"
+        },
+        {
+          "user_message": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс."
+        },
+        {
+          "user_message": "За 2020 год."
+        },
+        {
+          "user_message": "А теперь по документам?"
+        },
+        {
+          "user_message": "А теперь за 2021 год?"
+        },
+        {
+          "user_message": "А теперь за все время?"
+        }
+      ]
+    }
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+}
@@ -0,0 +1,46 @@
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+  "generation_id": "gen-ag04231336-db78b3",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Живой диалог по СВК: деньги, нетто, документы и движения",
+  "domain": "address_phase65_human_svk_money_dialog",
+  "scenario_count": 1,
+  "case_ids": [
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+    {
+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Живой диалог по СВК: деньги, нетто, документы и движения",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "Хочу проверить одного контрагента. Найди в 1С Группу СВК."
+        },
+        {
+          "user_message": "Посмотри, сколько денег мы получили от него за 2020 год."
+        },
+        {
+          "user_message": "А теперь сколько мы ему заплатили?"
+        },
+        {
+          "user_message": "А какое получилось нетто?"
+        },
+        {
+          "user_message": "А по документам?"
+        },
+        {
+          "user_message": "А по движениям?"
+        },
+        {
+          "user_message": "А теперь за 2021 год?"
+        }
+      ]
+    }
+  ]
+}