ГЛОБАЛЬНЫЙ РЕФАКТОРИНГ АРХИТЕКТУРЫ - Рефакторинг этапов 2.2.1 - фикс деградаций по старым доменам + легкая доводка регрессий перед стартом 3его этапа

This commit is contained in:
2026-04-11 16:19:53 +03:00
parent b5bd4fd737
commit 66402439dc
22 changed files with 2640 additions and 61 deletions
+125 -3
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@@ -1569,6 +1569,112 @@ function buildAnswerSummary(mode) {
return "Недостаточно опоры для обоснованного ответа.";
return "Не удалось собрать обоснованный ответ по текущему запросу.";
}
const BOUNDARY_CAPABILITY_SUGGESTIONS = [
{
key: "settlements_60_62",
label: "Взаиморасчеты 60/62",
helpText: "найти хвосты, незакрытые оплаты и рисковые связки по контрагентам.",
signals: /(контраг|долг|сальдо|взаиморасчет|оплат|аванс|покупат|поставщ|банк|выписк|\b60\b|\b62\b|\b76\b)/iu
},
{
key: "vat_document_register_book",
label: "НДС 19/68",
helpText: "проверить цепочку документ -> счет-фактура -> регистр -> книга.",
signals: /(ндс|сч[её]т[-\s]?фактур|регистр|книга\s+покуп|книга\s+продаж|декларац|\b19\b|\b68\b)/iu
},
{
key: "month_close_costs_20_44",
label: "Закрытие месяца 20/44",
helpText: "проверить распределение затрат и остатки после регламентных операций.",
signals: /(закрыти[ея]|месяц|затрат|распределени|рбп|аморт|основн|ос\b|\b20\b|\b25\b|\b26\b|\b44\b)/iu
}
];
function formatNarrativeDomainLabel(domain) {
if (domain === "settlements_60_62") {
return "взаиморасчетов 60/62";
}
if (domain === "vat_document_register_book") {
return "НДС-контура 19/68";
}
if (domain === "month_close_costs_20_44") {
return "закрытия месяца (20/44)";
}
return "доступного учетного контура";
}
function pickBoundaryCapabilityLines(userMessage, limit = 3) {
const text = String(userMessage ?? "").toLowerCase();
const scored = BOUNDARY_CAPABILITY_SUGGESTIONS.map((item, index) => ({
item,
score: (text.match(item.signals) ?? []).length,
order: index
}));
const ranked = scored
.slice()
.sort((left, right) => right.score - left.score || left.order - right.order)
.map((entry) => entry.item);
const selected = ranked.slice(0, Math.max(2, limit));
return uniqueStrings(selected.map((item) => `${item.label}: ${item.helpText}`), limit);
}
function buildNaturalClarificationHints(input) {
const hints = [];
if (input.missingAnchors.period) {
hints.push("Укажи период проверки (например, июль 2020).");
}
if (input.missingAnchors.account) {
hints.push("Укажи счет или связку счетов (например, 60/62, 19/68 или 20/44).");
}
if (input.missingAnchors.counterparty) {
hints.push("Добавь контрагента или договор, чтобы зафиксировать контур проверки.");
}
if (input.missingAnchors.documentOrObject) {
hints.push("Укажи документ или объект, от которого строить проверку цепочки.");
}
if (input.missingAnchors.anomalyType) {
hints.push("Уточни тип отклонения: разрыв цепочки, неверное закрытие или аномальный хвост.");
}
if (input.coverageReport.clarification_needed_for.length > 0) {
hints.push(`Закрой уточнения для требований: ${input.coverageReport.clarification_needed_for.join(", ")}.`);
}
return uniqueStrings(hints, 5);
}
function shouldUseBoundaryFallbackReply(input) {
if (input.mode === "out_of_scope") {
return true;
}
if (input.mode !== "clarification_required" && input.mode !== "no_grounded") {
return false;
}
const hasNoEvidenceRoutes = input.okResultsCount === 0 && input.partialResultsCount === 0;
const hasNoConfirmedCoverage = input.coverageReport.requirements_covered === 0 &&
input.coverageReport.requirements_partially_covered.length === 0;
const groundingBlocked = input.groundingCheck.status === "no_grounded_answer" ||
input.groundingCheck.status === "partial" ||
input.groundingCheck.status === "route_mismatch_blocked";
return hasNoEvidenceRoutes && hasNoConfirmedCoverage && groundingBlocked;
}
function buildBoundaryFallbackReply(input) {
const nearbyCapabilities = pickBoundaryCapabilityLines(input.userMessage, 3);
if (input.focusDomain === null) {
return sanitizeUserFacingReply([
"По этому запросу у меня нет надежного доменного покрытия, поэтому даю мягкий отказ вместо технического шаблона.",
nearbyCapabilities.length > 0 ? `Что могу сделать рядом по смыслу:\n${formatList(nearbyCapabilities)}` : "",
"Переформулируй вопрос через один из вариантов выше, и я сразу перейду к проверке по данным 1С."
]
.filter(Boolean)
.join("\n\n"));
}
const clarificationHints = buildNaturalClarificationHints({
missingAnchors: input.missingAnchors,
coverageReport: input.coverageReport
});
return sanitizeUserFacingReply([
`Сейчас не могу надежно ответить по сценарию ${formatNarrativeDomainLabel(input.focusDomain)}: не хватает опоры.`,
clarificationHints.length > 0 ? `Чтобы сразу перейти к проверке, уточни:\n${formatList(clarificationHints)}` : "",
nearbyCapabilities.length > 0 ? `Если удобнее, могу начать с близкого сценария:\n${formatList(nearbyCapabilities.slice(0, 2))}` : ""
]
.filter(Boolean)
.join("\n\n"));
}
function ensureSentence(value) {
const sanitized = sanitizeUserText(value) ?? String(value ?? "").trim();
const normalized = sanitized.replace(/\s+/g, " ").trim();
@@ -3548,6 +3654,13 @@ function composeAssistantAnswerV11(input) {
normalizationPeriodExplicit: Boolean(input.normalizationPeriodExplicit),
companyAnchors: input.companyAnchors ?? null
});
const useBoundaryFallbackReply = shouldUseBoundaryFallbackReply({
mode: guardedDecision.mode,
groundingCheck: input.groundingCheck,
coverageReport: input.coverageReport,
okResultsCount: okResults.length,
partialResultsCount: partialResults.length
});
const hasProblemWeakSignal = policySignals.narrowing_strength !== "strong" ||
policySignals.minimum_evidence_failed ||
limitationReasonCodes.includes("missing_mechanism") ||
@@ -3563,6 +3676,7 @@ function composeAssistantAnswerV11(input) {
guardedDecision.mode === "clarification_required" ||
(guardedDecision.mode === "focused_grounded" && hasProblemWeakSignal);
const shouldUseProblemCentricAnswer = Boolean(input.enableProblemCentricAnswerV1) &&
!useBoundaryFallbackReply &&
!hardBlockedMode &&
problemCentricModeEligible &&
(!focusedStrong || hasProblemWeakSignal) &&
@@ -3689,13 +3803,21 @@ function composeAssistantAnswerV11(input) {
clarification_questions: clarificationQuestions
}
};
return {
assistant_reply: renderPolicyReply(answerStructure, {
const finalAssistantReply = useBoundaryFallbackReply
? buildBoundaryFallbackReply({
userMessage: input.userMessage,
focusDomain: focusNarrativeDomain,
missingAnchors,
coverageReport: input.coverageReport
})
: renderPolicyReply(answerStructure, {
questionType,
focusDomain: focusNarrativeDomain,
anchors: anchorUsage,
userMessage: input.userMessage
}),
});
return {
assistant_reply: finalAssistantReply,
fallback_type: guardedDecision.fallback_type,
reply_type: guardedDecision.reply_type,
answer_structure_v11: answerStructure,
@@ -33,6 +33,7 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
effectiveAddressUserMessage: addressInputMessage,
followupContext,
llmPreDecomposeMeta: addressPreDecompose,
sessionItems: input.sessionItems,
useMock: input.useMock
});
const dialogContinuationContract = input.buildAddressDialogContinuationContractV2(input.userMessage, addressInputMessage, carryover, addressPreDecompose);
@@ -1,4 +1,7 @@
"use strict";
var __importDefault = (this && this.__importDefault) || function (mod) {
return (mod && mod.__esModule) ? mod : { "default": mod };
};
Object.defineProperty(exports, "__esModule", { value: true });
exports.resolveTemporalGuard = resolveTemporalGuard;
exports.applyTemporalHintToExecutionPlan = applyTemporalHintToExecutionPlan;
@@ -8,6 +11,7 @@ exports.applyDomainPolarityGuardToRetrievalResults = applyDomainPolarityGuardToR
exports.applyEvidenceAdmissibilityGate = applyEvidenceAdmissibilityGate;
exports.evaluateGroundedAnswerEligibility = evaluateGroundedAnswerEligibility;
exports.applyEligibilityToGroundingCheck = applyEligibilityToGroundingCheck;
const iconv_lite_1 = __importDefault(require("iconv-lite"));
const JULY_YEAR = "2020";
const JULY_MONTH = "07";
const JULY_WINDOW = {
@@ -747,8 +751,65 @@ function applyTemporalHintToExecutionPlan(executionPlan, temporal) {
};
});
}
function mojibakeScoreForRuntimeGuards(value) {
const source = String(value ?? "");
const cyrillic = (source.match(/[А-Яа-яЁё]/g) ?? []).length;
const latin = (source.match(/[A-Za-z]/g) ?? []).length;
const hardMarkers = (source.match(/[ѓ“‚„…†‡€‰‹‰ЉЊ‹Џ‘’“”•–—™љ›њћџ]/g) ?? []).length;
const pairMarkers = (source.match(/(?:Р.|С.|Гђ.|Г‘.)/g) ?? []).length;
const doubleEncodedMarkers = (source.match(/(?:Р“.|Р’.|Гѓ.|Г‚.)/gu) ?? []).length;
return cyrillic + latin - hardMarkers * 3 - pairMarkers * 2 - doubleEncodedMarkers * 2;
}
function looksLikeMojibakeForRuntimeGuards(value) {
const source = String(value ?? "");
if (!source.trim()) {
return false;
}
if (/[ѓ“‚„…†‡€‰‹‰ЉЊ‹Џ‘’“”•–—™љ›њћџ]/.test(source)) {
return true;
}
if ((source.match(/(?:Р.|С.|Гђ.|Г‘.)/g) ?? []).length >= 2) {
return true;
}
return (source.match(/(?:Р“.|Р’.|Гѓ.|Г‚.)/gu) ?? []).length >= 2;
}
function repairRuntimeGuardsMojibake(value) {
const source = String(value ?? "");
if (!looksLikeMojibakeForRuntimeGuards(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 (mojibakeScoreForRuntimeGuards(fromWin1251) > mojibakeScoreForRuntimeGuards(candidate)) {
candidate = fromWin1251;
improved = true;
}
}
catch (_error) {
// noop
}
try {
const fromLatin1 = Buffer.from(candidate, "latin1").toString("utf8");
if (mojibakeScoreForRuntimeGuards(fromLatin1) > mojibakeScoreForRuntimeGuards(candidate)) {
candidate = fromLatin1;
improved = true;
}
}
catch (_error) {
// noop
}
if (!improved) {
break;
}
}
return candidate;
}
function resolveDomainPolarityGuard(input) {
const lower = String(input.userMessage ?? "").toLowerCase();
const repairedMessage = repairRuntimeGuardsMojibake(String(input.userMessage ?? ""));
const lower = repairedMessage.toLowerCase();
const accountExtraction = extractAccountsFromTextDetailed(lower);
const accounts = uniqueStrings([...(input.companyAnchors?.accounts ?? []), ...accountExtraction.resolved_account_anchors]);
const prefixes = new Set(accounts.map((item) => accountPrefix(item)).filter((item) => Boolean(item)));
@@ -1397,7 +1458,7 @@ function applyEligibilityToGroundingCheck(groundingCheck, eligibility) {
const reasonMap = {
admissible_evidence_count_zero: "Недостаточно подтвержденных данных для уверенного ответа.",
critical_domain_or_account_contradiction: "Есть противоречие по выбранному домену или контуру счета.",
temporal_guard_failed_out_of_snapshot_window: "Запрошенный период выходит за доступный срез данных.",
temporal_guard_failed_out_of_snapshot_window: "Запрошенный период выходит за доступный срез данных. Temporal anchor outside snapshot window.",
temporal_guard_ambiguous_limited: "Период в вопросе определен недостаточно точно.",
business_scope_generic_unresolved: "Не удалось надежно привязать вопрос к конкретному бизнес-контексту.",
polarity_guard_limited_unresolved_polarity: "Не удалось однозначно определить сторону расчета (нам должны или мы должны).",
+255 -13
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@@ -1086,7 +1086,12 @@ function hasCrossScopeConflictWithState(userMessage, state) {
const inferredDomain = inferP0DomainFromMessage(userMessage);
const stateDomain = compactWhitespace(state.followup_context?.active_domain ?? state.focus.domain ?? "");
if (inferredDomain && stateDomain && inferredDomain !== stateDomain) {
return true;
const followupDomainRefinement = hasFollowupMarker(userMessage) ||
hasReferentialPointer(userMessage) ||
hasPeriodLiteral(userMessage);
if (!followupDomainRefinement) {
return true;
}
}
const explicitAccounts = extractAccountTokens(userMessage);
const fallbackAccounts = explicitAccounts.length > 0 ? explicitAccounts : extractFollowupAccountAnchorsLoose(userMessage);
@@ -1116,9 +1121,11 @@ function inferP0DomainFromMessage(text) {
return null;
}
function hasStrongFollowupAnchors(userMessage, state) {
const normalizedMessage = compactWhitespace(repairAddressMojibake(String(userMessage ?? "")).toLowerCase());
const periodRefinementCue = /(?:^(?:\u0430\s+)?\u0435\u0441\u043b\u0438|\u0442\u043e\u043b\u044c\u043a\u043e\s+\u0437\u0430|\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c|\u043f\u043e\s+\u043f\u0435\u0440\u0438\u043e\u0434\u0443|\u0437\u0430\s+\u0438\u044e\u043d\u044c|\u0437\u0430\s+\u0438\u044e\u043b\u044c)/iu.test(normalizedMessage);
const explicitPeriod = extractNormalizedPeriodLiteral(userMessage);
if (explicitPeriod && state.focus.period && explicitPeriod !== state.focus.period) {
const periodLooksLikeFollowupRefinement = hasFollowupMarker(userMessage) || hasReferentialPointer(userMessage);
const periodLooksLikeFollowupRefinement = hasFollowupMarker(userMessage) || hasReferentialPointer(userMessage) || periodRefinementCue;
if (!periodLooksLikeFollowupRefinement) {
return true;
}
@@ -3013,26 +3020,33 @@ function resolveAddressToolGateDecision(addressInputMessage, followupContext, ll
reason: dataScopeMetaQuery ? "assistant_data_scope_query_detected" : "assistant_capability_query_detected"
};
}
const directDeepAnalysisSignal = hasDirectDeepAnalysisSignal(rawMessageForGate) ||
hasDirectDeepAnalysisSignal(repairedInputMessage);
const deepAnalysisPreferenceSignal = directDeepAnalysisSignal ||
hasDeepAnalysisPreferenceSignal(rawMessageForGate) ||
hasDeepAnalysisPreferenceSignal(repairedInputMessage);
const modeDetection = (0, addressQueryClassifier_1.detectAddressQuestionMode)(repairedInputMessage || addressInputMessage);
const hasClassifierSignal = modeDetection.mode === "address_query";
const llmContractMode = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.mode);
const llmContractModeConfidence = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.mode_confidence);
const llmContractIntent = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent);
const llmContractIntentConfidence = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent_confidence);
const llmCanonicalEntitySignal = /(?:\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043a\u043e\u043c\u043f\u0430\u043d|customer|supplier|counterparty|company|vendor|client)/iu.test(compactWhitespace(repairedInputMessage.toLowerCase()));
const llmCanonicalAppliedSignal = Boolean(llmPreDecomposeMeta?.applied) && llmContractMode !== "deep_analysis";
const hasLlmCanonicalSignal = Boolean(llmPreDecomposeMeta?.llmCanonicalCandidateDetected) &&
llmContractMode === "address_query" &&
llmContractModeConfidence !== "low" &&
llmContractIntent !== null &&
llmContractIntent !== "unknown" &&
llmContractIntentConfidence !== "low";
((llmContractMode === "address_query" && llmContractModeConfidence !== "low") ||
(llmCanonicalAppliedSignal &&
(hasStrongDataIntentSignal(repairedInputMessage) || llmCanonicalEntitySignal)));
const hasLlmCanonicalDataSignal = Boolean(llmPreDecomposeMeta?.llmCanonicalCandidateDetected) &&
Boolean(llmPreDecomposeMeta?.applied) &&
llmContractMode === "address_query" &&
(llmContractMode === "address_query" || llmContractMode === "unsupported" || llmContractMode === null) &&
hasStrongDataIntentSignal(repairedInputMessage);
const sameDateAccountFollowupSignal = hasSameDateAccountFollowupSignalForPredecompose(rawMessageForGate) ||
hasSameDateAccountFollowupSignalForPredecompose(repairedInputMessage);
const hasLexicalAddressSignal = isAddressLlmPreDecomposeCandidate(addressInputMessage) ||
isAddressLlmPreDecomposeCandidate(repairedInputMessage) ||
hasAccountingSignal(addressInputMessage) ||
hasAccountingSignal(repairedInputMessage);
hasAccountingSignal(repairedInputMessage) ||
sameDateAccountFollowupSignal;
const hasUnsupportedLowConfidencePredecomposeSignal = llmContractMode === "unsupported" &&
(llmContractModeConfidence === "low" || llmContractModeConfidence === "medium") &&
llmContractIntent === "unknown";
@@ -3080,6 +3094,125 @@ function resolveAddressToolGateDecision(addressInputMessage, followupContext, ll
reason: "no_address_signal_after_l0"
};
}
function hasLooseAllTimeAddressLookupSignal(text) {
const repaired = repairAddressMojibake(String(text ?? ""));
const normalized = compactWhitespace(repaired.toLowerCase());
if (!normalized) {
return false;
}
if (shouldHandleAsAssistantCapabilityMetaQuery(normalized) || hasAssistantDataScopeMetaQuestionSignal(normalized)) {
return false;
}
const hasAllTimeSignal = /(?:\u0437\u0430\s+\u0432\u0435\u0441\u044c\s+\u043f\u0435\u0440\u0438\u043e\u0434|\u0437\u0430\s+\u0432\u0441\u0435\s+\u0432\u0440\u0435\u043c\u044f|\u0437\u0430\s+\u0432\u0441\u044e\s+\u0438\u0441\u0442\u043e\u0440\u0438(?:\u044e|\u0438)|for\s+all\s+time|all\s+time|entire\s+period|full\s+period)/iu.test(normalized);
if (!hasAllTimeSignal) {
return false;
}
return /(?:\u0447\u0442\u043e\s+\u0435\u0441\u0442\u044c|\u0447[\u0435\u0451]\s+\u0435\u0441\u0442\u044c|\u043f\u043e\u043a\u0430\u0436\u0438|\u0432\u044b\u0432\u0435\u0434\u0438|\u0434\u0430\u0439|show|list|find)/iu.test(normalized);
}
function hasDeepSessionContinuationSignal(input) {
const sessionItems = Array.isArray(input?.sessionItems) ? input.sessionItems : [];
if (sessionItems.length === 0) {
return false;
}
const previousDebug = findLastAssistantLivingChatDebug(sessionItems);
if (!previousDebug || typeof previousDebug !== "object") {
return false;
}
const investigationState = previousDebug.investigation_state_snapshot;
if (!investigationState || typeof investigationState !== "object") {
return false;
}
const candidateTexts = [
input?.rawUserMessage,
input?.repairedRawUserMessage,
input?.effectiveAddressUserMessage,
input?.repairedEffectiveAddressUserMessage
]
.map((value) => compactWhitespace(repairAddressMojibake(String(value ?? "")).toLowerCase()))
.filter((value) => value.length > 0);
if (candidateTexts.length === 0) {
return false;
}
return candidateTexts.some((text) => {
const hasContinuationCue = /^(?:\u0438|\u0430|\u0442\u0430\u043a\u0436\u0435|\u0435\u0449[\u0435\u0451]|\u0434\u043e\u0431\u0430\u0432\u044c|\u0434\u043e\u043f\u043e\u043b\u043d\u0438|\u0443\u0442\u043e\u0447\u043d\u0438|\u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0438|\u0442\u0435\u043f\u0435\u0440\u044c|then|also|and)\b/iu.test(text) ||
/(?:\u043f\u043e\s+\u0442\u043e\u043c\u0443\s+\u0436\u0435|\u043f\u043e\s+\u044d\u0442\u043e\u043c\u0443|\u0432\s+\u044d\u0442\u043e\u043c\s+\u0436\u0435|\u0438\s+\u043f\u043e\s+\u043f\u0435\u0440\u0438\u043e\u0434\u0443|\u0434\u043e\u0431\u0430\u0432\u044c\s+\u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u0435|\u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0438\u043c|\u0430\s+\u0435\u0441\u043b\u0438|\u0435\u0441\u043b\u0438\s+\u0442\u043e\u043b\u044c\u043a\u043e|\u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e)/iu.test(text);
const hasAccountOrPeriodCue = /(?:\u0441\u0447[\u0435\u0451]\u0442|account|\b\d{2}(?:[.,]\d{1,2})?\b|\b20\d{2}(?:[-/.]\d{1,2})?\b|\u043f\u0435\u0440\u0438\u043e\u0434|\u043c\u0435\u0441\u044f\u0446)/iu.test(text);
const hasDeepRebindCue = /(?:\u0430\u043c\u043e\u0440\u0442\u0438\u0437|fixed\s*asset|\u043e\u0441\b|\u043d\u0434\u0441|vat|\u0440\u0430\u0437\u0440\u044b\u0432|\u0446\u0435\u043f\u043e\u0447\u043a|\u0430\u043d\u043e\u043c\u0430\u043b|lifecycle|\u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447)/iu.test(text);
if (hasContinuationCue && (hasAccountOrPeriodCue || hasDeepRebindCue)) {
return true;
}
return hasDeepRebindCue && hasAccountOrPeriodCue;
});
}
function hasDeepAnalysisPreferenceSignal(text) {
const repaired = repairAddressMojibake(String(text ?? ""));
const lower = compactWhitespace(repaired.toLowerCase());
if (!lower) {
return false;
}
const riskOrAnomalySignal = /(?:\u0440\u0438\u0441\u043a|risk|\u0430\u043d\u043e\u043c\u0430\u043b|anomal|\u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447|\u043a\u043e\u043d\u0444\u043b\u0438\u043a\u0442|conflict|deviation|\u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d|\u043d\u0435\u0441\u044b\u043a\u043e\u0432\u043a|\u043d\u0435\u0441\u0445\u043e\u0434|\u043e\u0448\u0438\u0431|error|issue|\u043f\u0440\u043e\u0431\u043b\u0435\u043c)/iu.test(lower);
const chainSignal = /(?:\u0446\u0435\u043f\u043e\u0447\u043a|chain|trace\s*chain|lifecycle|\u0436\u0438\u0437\u043d\u0435\u043d\u043d[\u0430-\u044f]+\s+\u0446\u0438\u043a\u043b|state\s+transition|\u0440\u0430\u0437\u0440\u044b\u0432[\u0430-\u044f]*)/iu.test(lower);
const diagnosticsSignal = /(?:\u0440\u0430\u0437\u043b\u043e\u0436\u0438|\u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437|\u0440\u0430\u0437\u0431\u0435\u0440\u0438|\u043f\u043e\u0447\u0435\u043c\u0443|why|\u043a\u043e\u0440\u043d\u0435\u0432[\u0430-\u044f]+\s+\u043f\u0440\u0438\u0447\u0438\u043d|root\s*cause|\u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c[\u0430-\u044f]*|\u0433\u0434\u0435\s+\u0440\u0430\u0437\u0440\u044b\u0432|\u0447\u0442\u043e\s+\u043c\u0435\u0448\u0430[\u0430-\u044f]+\s+\u0437\u0430\u043a\u0440\u044b\u0442)/iu.test(lower);
const closureSignal = /(?:\u0437\u0430\u043a\u0440\u044b\u0442\u0438[\u0435\u044f]\s+\u043f\u0435\u0440\u0438\u043e\u0434|period\s*close|\u043d\u0435\s+\u0437\u0430\u043a\u0440\u044b\u043b[\u0430-\u044f]*|\u0445\u0432\u043e\u0441\u0442[\u0430-\u044f]*)/iu.test(lower);
const closureIntentSignal = /(?:\u0437\u0430\u043a\u0440\u044b\u0442[\u0430-\u044f]*|period\s*close|close\s+period)/iu.test(lower);
const closureDiagnosticPhraseSignal = /(?:\u0447\u0442\u043e(?:\s+\S+){0,8}\s+\u043c\u0435\u0448\u0430[\u0430-\u044f]+\s+\u0437\u0430\u043a\u0440\u044b\u0442)/iu.test(lower);
const signalVsNoiseDiagnostic = /(?:\u043d\u0435\s+\u043f\u0440\u043e\u0441\u0442\u043e\s+(?:\u043d\u0430\s+)?\u0448\u0443\u043c|\u043f\u043e\u0445\u043e\u0436[\u0438\u0435]\s+(?:\u0438\u043c\u0435\u043d\u043d\u043e\s+)?\u043d\u0430\s+\u043f\u0440\u043e\u0431\u043b\u0435\u043c)/iu.test(lower);
const lifecycleMismatchSignal = /(?:\u043d\u0435\s+\u0442\u0435\u043c\s+\u0442\u0438\u043f(?:\u043e\u043c)?\s+\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|\u043e\u0436\u0438\u0434\u0430\u0435\u043c[\u0430-\u044f]+\s+\u043f\u0435\u0440\u0435\u0445\u043e\u0434[\u0430-\u044f]*\s+\u043d\u0435\s+\u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434|\u043f\u0435\u0440\u0435\u0445\u043e\u0434[\u0430-\u044f]*\s+\u043d\u0435\s+\u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434|wrong\s+closing\s+document|expected\s+transition)/iu.test(lower);
const lifecycleTransitionGapSignal = /(?:\u043e\u0436\u0438\u0434\u0430\u0435\u043c[\u0430-\u044f]+\s+\u043f\u0435\u0440\u0435\u0445\u043e\u0434[\u0430-\u044f]*\s+\u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432|\u043f\u0435\u0440\u0435\u0445\u043e\u0434[\u0430-\u044f]*\s+\u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432|\u0441\u0442\u0430\u0434\u0438[\u0438\u044f\u0435]\s+.*\u043f\u0440\u043e\u0439\u0434\u0435\u043d.*\u043f\u0435\u0440\u0435\u0445\u043e\u0434)/iu.test(lower);
const expectedActualMismatchSignal = /(?:\u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a[\u0430-\u044f]+\s+\u0441\u043e\u0441\u0442\u043e\u044f\u043d[\u0438\u0435\u044f]+\s+.*\u0440\u0430\u0441\u0445\u043e\u0434[\u0430-\u044f]*\s+\u0441\s+\u043e\u0436\u0438\u0434\u0430\u0435\u043c|\u043e\u0436\u0438\u0434\u0430\u0435\u043c[\u0430-\u044f]+\s+\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d[\u0430-\u044f]*\s+\u0441\u043f\u0438\u0441\u0430\u043d)/iu.test(lower);
return riskOrAnomalySignal ||
lifecycleMismatchSignal ||
(chainSignal && lifecycleTransitionGapSignal) ||
expectedActualMismatchSignal ||
(chainSignal && diagnosticsSignal) ||
(riskOrAnomalySignal && (chainSignal || closureSignal || diagnosticsSignal || closureIntentSignal)) ||
(diagnosticsSignal && closureIntentSignal) ||
closureDiagnosticPhraseSignal ||
signalVsNoiseDiagnostic;
}
function hasDirectDeepAnalysisSignal(text) {
const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
if (!normalized) {
return false;
}
return /(?:\u0440\u0430\u0437\u043b\u043e\u0436|\u0446\u0435\u043f\u043e\u0447|lifecycle|\u0440\u0430\u0437\u0440\u044b\u0432|\u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447|\u0430\u043d\u043e\u043c\u0430\u043b|\u043f\u043e\u0447\u0435\u043c\u0443|\u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c|\u0437\u0430\u043a\u0440\u044b\u0442[\u0430-\u044f]*|state\s+transition|root\s*cause|trace\s*chain)/iu.test(normalized);
}
function hasStrictDeepInvestigationCue(text) {
const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
if (!normalized) {
return false;
}
const hasInvestigativeVerb = /(?:\u043f\u0440\u043e\u0432\u0435\u0440(?:\u044c|\u0438\u0442\u044c)|\u0440\u0430\u0437\u0431\u0435\u0440(?:\u0438|\u0430\u0442\u044c)|\u0440\u0430\u0437\u043b\u043e\u0436(?:\u0438|\u0438\u0442\u044c)|\u043f\u043e\u0447\u0435\u043c\u0443|\u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c|root\s*cause|trace\s*chain)/iu.test(normalized);
if (!hasInvestigativeVerb) {
return false;
}
return /(?:\u0445\u0432\u043e\u0441\u0442|\u0440\u0430\u0437\u0440\u044b\u0432|\u0446\u0435\u043f\u043e\u0447|\u0430\u043d\u043e\u043c\u0430\u043b|\u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447|\u0437\u0430\u043a\u0440\u044b\u0442\u0438[\u0435\u044f]|\u043e\u0431\u044a\u0435\u043a\u0442(?:\u0443)?\s+\u0440\u0430\u0441\u0447(?:\u0435|\u0451)\u0442|lifecycle|state\s+transition)/iu.test(normalized);
}
function hasAggregateBusinessAnalyticsSignal(text) {
const normalized = compactWhitespace(repairAddressMojibake(String(text ?? "")).toLowerCase());
if (!normalized) {
return false;
}
const hasMetricCue = /(?:\u043e\u0431\u043e\u0440\u043e\u0442|\u0432\u044b\u0440\u0443\u0447|\u0434\u043e\u0445\u043e\u0434|\u043f\u0440\u0438\u0431\u044b\u043b|\u043c\u0430\u0440\u0436|\u0440\u0435\u043d\u0442\u0430\u0431\u0435\u043b|\u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b|turnover|revenue|profit|margin)/iu.test(normalized);
if (!hasMetricCue) {
return false;
}
const hasRankingOrTrendCue = /(?:\u0441\u0430\u043c(?:\u044b\u0439|\u0430\u044f|\u043e\u0435|\u044b\u0435)|\u0442\u043e\u043f|\u043b\u0443\u0447\u0448|\u0445\u0443\u0434\u0448|\u043c\u0430\u043a\u0441(?:\u0438\u043c\u0443\u043c)?|\u043c\u0438\u043d(?:\u0438\u043c\u0443\u043c)?|\u0434\u0438\u043d\u0430\u043c|\u0442\u0440\u0435\u043d\u0434|\u0441\u0440\u0430\u0432\u043d|ranking|top|best|worst)/iu.test(normalized);
const hasPeriodAggregateCue = /(?:\u043f\u043e\s+\u0433\u043e\u0434\u0430\u043c|\u0437\u0430\s+\d{4}\s+\u0433\u043e\u0434|\u0433\u043e\u0434(?:\u0430|\u0443|\u044b)?|year|years|\u043a\u0432\u0430\u0440\u0442\u0430\u043b|\u043c\u0435\u0441\u044f\u0446|\u043f\u0435\u0440\u0438\u043e\u0434)/iu.test(normalized);
return hasRankingOrTrendCue || hasPeriodAggregateCue;
}
const ADDRESS_INTENTS_KEEP_ADDRESS_LANE = new Set([
"list_open_contracts",
"open_items_by_counterparty_or_contract",
"list_documents_by_contract",
"bank_operations_by_contract",
"list_documents_by_counterparty",
"bank_operations_by_counterparty",
"list_contracts_by_counterparty",
"contract_usage_overview",
"contract_usage_and_value",
"vat_payable_forecast"
]);
function resolveAssistantOrchestrationDecision(input) {
const rawUserMessage = String(input?.rawUserMessage ?? input?.userMessage ?? "");
const effectiveAddressUserMessage = String(input?.effectiveAddressUserMessage ?? rawUserMessage);
@@ -3088,6 +3221,7 @@ function resolveAssistantOrchestrationDecision(input) {
const followupContext = input?.followupContext ?? null;
const llmPreDecomposeMeta = input?.llmPreDecomposeMeta ?? null;
const useMock = Boolean(input?.useMock);
const sessionItems = Array.isArray(input?.sessionItems) ? input.sessionItems : null;
const dataScopeMetaQuery = hasAssistantDataScopeMetaQuestionSignal(rawUserMessage) ||
hasAssistantDataScopeMetaQuestionSignal(repairedRawUserMessage) ||
hasAssistantDataScopeMetaQuestionSignal(effectiveAddressUserMessage) ||
@@ -3100,9 +3234,21 @@ function resolveAssistantOrchestrationDecision(input) {
hasDataRetrievalRequestSignal(repairedRawUserMessage) ||
hasDataRetrievalRequestSignal(effectiveAddressUserMessage) ||
hasDataRetrievalRequestSignal(repairedEffectiveAddressUserMessage);
const aggregateBusinessAnalyticsSignal = hasAggregateBusinessAnalyticsSignal(rawUserMessage) ||
hasAggregateBusinessAnalyticsSignal(repairedRawUserMessage) ||
hasAggregateBusinessAnalyticsSignal(effectiveAddressUserMessage) ||
hasAggregateBusinessAnalyticsSignal(repairedEffectiveAddressUserMessage);
const modeSample = repairedEffectiveAddressUserMessage || effectiveAddressUserMessage;
const modeDetection = (0, addressQueryClassifier_1.detectAddressQuestionMode)(modeSample);
const intentResolution = (0, addressIntentResolver_1.resolveAddressIntent)(modeSample);
const llmContractIntent = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent);
const strictDeepInvestigationCueDetected = hasStrictDeepInvestigationCue(rawUserMessage) ||
hasStrictDeepInvestigationCue(repairedRawUserMessage) ||
hasStrictDeepInvestigationCue(effectiveAddressUserMessage) ||
hasStrictDeepInvestigationCue(repairedEffectiveAddressUserMessage);
const keepAddressLaneByIntent = Boolean((intentResolution.intent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(intentResolution.intent)) ||
(llmContractIntent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(llmContractIntent))) &&
!strictDeepInvestigationCueDetected;
const strongDataSignal = hasStrongDataIntentSignal(rawUserMessage) ||
hasStrongDataIntentSignal(repairedRawUserMessage) ||
hasStrongDataIntentSignal(effectiveAddressUserMessage) ||
@@ -3175,11 +3321,58 @@ function resolveAssistantOrchestrationDecision(input) {
};
}
const baseToolGate = resolveAddressToolGateDecision(effectiveAddressUserMessage, followupContext, llmPreDecomposeMeta, rawUserMessage);
const llmContractMode = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.mode);
const preserveAddressLaneSignal = Boolean((llmPreDecomposeMeta?.llmCanonicalCandidateDetected &&
llmPreDecomposeMeta?.applied &&
llmContractMode === "address_query") ||
hasSameDateAccountFollowupSignalForPredecompose(rawUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(effectiveAddressUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(repairedRawUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(repairedEffectiveAddressUserMessage) ||
hasLooseAllTimeAddressLookupSignal(rawUserMessage) ||
hasLooseAllTimeAddressLookupSignal(effectiveAddressUserMessage) ||
hasLooseAllTimeAddressLookupSignal(repairedRawUserMessage) ||
hasLooseAllTimeAddressLookupSignal(repairedEffectiveAddressUserMessage) ||
hasAddressFollowupContextSignal(rawUserMessage) ||
hasAddressFollowupContextSignal(effectiveAddressUserMessage) ||
hasAddressFollowupContextSignal(repairedRawUserMessage) ||
hasAddressFollowupContextSignal(repairedEffectiveAddressUserMessage));
const unsupportedIntentOrMode = modeDetection.mode !== "address_query" &&
(intentResolution.intent === "unknown" || llmContractMode === "unsupported");
const unsupportedAddressIntentFallbackToDeep = Boolean(!followupContext &&
baseToolGate?.runAddressLane &&
modeDetection.mode !== "address_query" &&
intentResolution.intent === "unknown" &&
strongDataSignal);
unsupportedIntentOrMode &&
strongDataSignal &&
!preserveAddressLaneSignal);
const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
hasDeepAnalysisPreferenceSignal(effectiveAddressUserMessage) ||
hasDeepAnalysisPreferenceSignal(repairedEffectiveAddressUserMessage) ||
hasDirectDeepAnalysisSignal(rawUserMessage) ||
hasDirectDeepAnalysisSignal(repairedRawUserMessage) ||
hasDirectDeepAnalysisSignal(effectiveAddressUserMessage) ||
hasDirectDeepAnalysisSignal(repairedEffectiveAddressUserMessage));
const vatExplainFollowupSignal = Boolean(followupContext &&
toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
/(?:\u043f\u043e\u0447\u0435\u043c\u0443|why).*(?:\u043f\u0440\u043e\u0433\u043d\u043e\u0437|forecast).*(?:\u0443\u043f\u043b\u0430\u0442|payable|\b0\b)/iu.test(compactWhitespace(`${repairedRawUserMessage} ${repairedEffectiveAddressUserMessage}`)));
const deepAnalysisSignalFallbackToDeep = Boolean(baseToolGate?.runAddressLane &&
deepAnalysisPreferenceDetected &&
!keepAddressLaneByIntent &&
!vatExplainFollowupSignal &&
(!followupContext || !dataRetrievalSignal));
const aggregateAnalyticsFallbackToDeep = Boolean(baseToolGate?.runAddressLane &&
aggregateBusinessAnalyticsSignal &&
!keepAddressLaneByIntent &&
!followupContext);
const deepSessionContinuationFallbackToDeep = Boolean(!followupContext &&
baseToolGate?.runAddressLane &&
hasDeepSessionContinuationSignal({
rawUserMessage,
repairedRawUserMessage,
effectiveAddressUserMessage,
repairedEffectiveAddressUserMessage,
sessionItems
}));
let runAddressLane = Boolean(baseToolGate?.runAddressLane);
let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
@@ -3188,6 +3381,23 @@ function resolveAssistantOrchestrationDecision(input) {
toolGateDecision = "skip_address_lane";
toolGateReason = "address_signal_unsupported_intent_fallback_to_deep";
}
if (deepAnalysisSignalFallbackToDeep && !unsupportedAddressIntentFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "deep_analysis_signal_fallback_to_deep";
}
if (aggregateAnalyticsFallbackToDeep &&
!unsupportedAddressIntentFallbackToDeep &&
!deepAnalysisSignalFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "aggregate_analytics_signal_fallback_to_deep";
}
if (deepSessionContinuationFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "deep_session_continuation_fallback_to_deep";
}
let livingDecision = resolveLivingAssistantModeDecision({
userMessage: rawUserMessage,
addressLaneTriggered: runAddressLane,
@@ -3201,6 +3411,26 @@ function resolveAssistantOrchestrationDecision(input) {
reason: "unsupported_address_intent_fallback_to_deep"
};
}
if (deepAnalysisSignalFallbackToDeep && !unsupportedAddressIntentFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "deep_analysis_signal_fallback_to_deep"
};
}
if (aggregateAnalyticsFallbackToDeep &&
!unsupportedAddressIntentFallbackToDeep &&
!deepAnalysisSignalFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "aggregate_analytics_signal_fallback_to_deep"
};
}
if (deepSessionContinuationFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "deep_session_continuation_fallback_to_deep"
};
}
return {
runAddressLane,
toolGateDecision,
@@ -3218,6 +3448,9 @@ function resolveAssistantOrchestrationDecision(input) {
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext),
unsupported_address_intent_fallback_to_deep: unsupportedAddressIntentFallbackToDeep,
deep_analysis_signal_fallback_to_deep: deepAnalysisSignalFallbackToDeep,
aggregate_analytics_signal_fallback_to_deep: aggregateAnalyticsFallbackToDeep,
deep_session_continuation_fallback_to_deep: deepSessionContinuationFallbackToDeep,
final_decision: {
run_address_lane: runAddressLane,
tool_gate_decision: toolGateDecision,
@@ -3237,6 +3470,11 @@ function hasDataRetrievalRequestSignal(text) {
if (!lower) {
return false;
}
const hasRussianRetrievalAction = /(?:^|\s)(?:\u043f\u043e\u043a\u0430\u0436\u0438|\u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c|\u043d\u0430\u0439\u0434\u0438|\u0432\u044b\u0432\u0435\u0434\u0438|\u0434\u0430\u0439|\u0440\u0430\u0441\u043a\u0440\u043e\u0439|\u0441\u043f\u0438\u0441\u043e\u043a)(?:$|[\s,.!?;:])/iu.test(lower);
const hasRussianRetrievalObject = /(?:\u0434\u043e\u0433\u043e\u0432\u043e\u0440|\u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|\u0441\u0447(?:\u0435|\u0451)\u0442|\u043e\u0441\u0442\u0430\u0442|\u0441\u0430\u043b\u044c\u0434\u043e|\u043e\u0431\u043e\u0440\u043e\u0442|\u043f\u043b\u0430\u0442(?:\u0435|\u0451)\u0436|\u043e\u043f\u0435\u0440\u0430\u0446|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u043a\u043b\u0438\u0435\u043d\u0442|\u0433\u043e\u0434|\u043f\u0435\u0440\u0438\u043e\u0434|\u043c\u0435\u0441\u044f\u0446)/iu.test(lower);
if (hasRussianRetrievalAction && hasRussianRetrievalObject) {
return true;
}
const hasExplicitRetrievalAction = /(?:\bпокажи\b|\bпоказать\b|\bвыведи\b|\bнайди\b|\bсписок\b|\bдай\b|\bраскрой\b|\bshow\b|\blist\b|\bfind\b|\bcount\b)/i.test(lower);
const hasInterrogativeRetrievalAction = /(?:\bсколько\b|\bкакой\b|\bкакая\b|\bкакое\b|\bкакую\b|\bкакие\b|\bкто\b|\bwhich\b|\bwho\b)/i.test(lower);
if (!hasExplicitRetrievalAction && !hasInterrogativeRetrievalAction) {
@@ -3403,6 +3641,10 @@ function hasAssistantDataScopeMetaQuestionSignal(text) {
if (!normalized) {
return false;
}
const hasSlangScopeQuestion = /(?:\u043f\u043e\s+\u043a\u0430\u043a\u0438\u043c\s+(?:\u043a\u043e\u043d\u0442\u043e\u0440(?:\u0430\u043c|\u044b|\u0430)?|\u043a\u043e\u043c\u043f\u0430\u043d(?:\u0438\u044f\u043c|\u0438\u0438|\u0438\u044e|\u0438\u044f)|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446(?:\u0438\u044f\u043c|\u0438\u0438|\u0438\u044e|\u0438\u044f)|\u0444\u0438\u0440\u043c(?:\u0430\u043c|\u0435|\u0443|\u0430)).*(?:\u043c\u043e\u0436(?:\u0435\u043c|\u043d\u043e)|\u0440\u0430\u0431\u043e\u0442|\u043e\u0431\u0449\u0430\u0442|\u043f\u043e\u0434\u0440\u0443\u0431|\u043f\u043e\u0434\u043a\u043b\u044e\u0447)|(?:\u0431\u0430\u0437\u0430\s+\u043a\u0430\u043a\u043e\u0439\s+(?:\u043a\u043e\u043d\u0442\u043e\u0440|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0444\u0438\u0440\u043c))|(?:\u043a\u0430\u043a\u0430\u044f\s+\u0431\u0430\u0437\u0430\s+(?:\u043f\u043e\u0434\u043a\u043b\u044e\u0447|\u0430\u043a\u0442\u0438\u0432)))/iu.test(normalized);
if (hasSlangScopeQuestion) {
return true;
}
const hasBaseOrTenantObject = /(?:баз(?:а|е|у|ы)?|тенант|tenant|контур)/i.test(normalized);
const hasCompanyObject = /(?:компан(?:ия|ии|ию|ией)|компин(?:ия|ии|ию|ией)?|компини(?:я|и|ю|ей)?|компани[яеию]|организац(?:ия|ии|ию|ией)|контор(?:а|ы|у|ой)?|фирм(?:а|ы|у|ой)?)/i.test(normalized);
const hasConnectionCue = /(?:подключен(?:а|о|ы)?|подруб|воткнут|активн(?:ый|ая)\s+канал|mcp-?канал|канал)/i.test(normalized);