import {
  buildAddressMemoryRecapReply as buildAddressMemoryRecapReplyFromPolicy,
  buildBroadBusinessEvaluationReply as buildBroadBusinessEvaluationReplyFromPolicy,
  buildConversationExecutiveSummaryReply as buildConversationExecutiveSummaryReplyFromPolicy,
  buildSelectedObjectAnswerInspectionReply as buildSelectedObjectAnswerInspectionReplyFromPolicy,
  buildInventoryHistoryCapabilityFollowupReply as buildInventoryHistoryCapabilityFollowupReplyFromPolicy,
  resolveAssistantLivingChatMemoryContext
} from "./assistantMemoryRecapPolicy";
import { resolveAssistantOrganizationAuthority } from "./assistantContinuityPolicy";
import { attachAssistantMcpDiscoveryDebug } from "./assistantMcpDiscoveryDebugAttachment";
import { applyAssistantMcpDiscoveryResponsePolicy } from "./assistantMcpDiscoveryResponsePolicy";

export interface AssistantLivingChatSessionScopeInput {
  knownOrganizations?: unknown[];
  selectedOrganization?: unknown;
  activeOrganization?: unknown;
}

export interface AssistantLivingChatModeDecisionInput {
  mode?: string | null;
  reason?: string | null;
}

export interface AssistantLivingChatRuntimeInput {
  userMessage: string;
  sessionItems: unknown[];
  modeDecision?: AssistantLivingChatModeDecisionInput | null;
  sessionScope: AssistantLivingChatSessionScopeInput;
  addressRuntimeMeta?: Record<string, unknown> | null;
  traceIdFactory: () => string;
  toNonEmptyString: (value: unknown) => string | null;
  mergeKnownOrganizations: (values: unknown[]) => string[];
  hasAssistantDataScopeMetaQuestionSignal: (message: string) => boolean;
  shouldHandleAsAssistantCapabilityMetaQuery: (message: string) => boolean;
  hasDestructiveDataActionSignal: (message: string) => boolean;
  hasDangerOrCoercionSignal: (message: string) => boolean;
  hasOperationalAdminActionRequestSignal: (message: string) => boolean;
  hasOrganizationFactLookupSignal: (message: string) => boolean;
  hasOrganizationFactFollowupSignal: (message: string, items: unknown[]) => boolean;
  hasLivingChatSignal: (message: string) => boolean;
  shouldEmitOrganizationSelectionReply: (message: string, activeOrganization: string | null) => boolean;
  hasAssistantCapabilityQuestionSignal: (message: string) => boolean;
  resolveDataScopeProbe: () => Promise<Record<string, unknown> | null>;
  executeLlmChat: () => Promise<string>;
  applyScriptGuard: (chatText: string, userMessage: string) => {
    text: string;
    applied: boolean;
    reason: string | null;
  };
  applyGroundingGuard: (input: {
    userMessage: string;
    chatText: string;
    organization: string | null;
  }) => {
    text: string;
    applied: boolean;
    reason: string | null;
  };
  buildAssistantSafetyRefusalReply: () => string;
  buildAssistantDataScopeContractReply: (scopeProbe: Record<string, unknown> | null) => string;
  buildAssistantProactiveOrganizationOfferReply: (scopeProbe: Record<string, unknown> | null) => string;
  buildAssistantOrganizationFactBoundaryReply: (organization: string | null) => string;
  buildAssistantDataScopeSelectionReply: (organization: string | null) => string;
  buildAssistantOperationalBoundaryReply: () => string;
  buildAssistantCapabilityContractReply: (userMessage?: string) => string;
}

export interface AssistantLivingChatRuntimeOutput {
  handled: boolean;
  chatText: string;
  debug: Record<string, unknown> | null;
}

function hasPriorAssistantTurn(items: unknown[]): boolean {
  if (!Array.isArray(items)) {
    return false;
  }
  return items.some((item) => item && typeof item === "object" && (item as { role?: string }).role === "assistant");
}

function buildDeterministicSmalltalkLeadReply(): string {
  return "\u041f\u0440\u0438\u0432\u0435\u0442! \u0412\u0441\u0451 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e.";
}

function hasConversationExecutiveSummarySignal(value: unknown): boolean {
  const normalized = String(value ?? "")
    .toLowerCase()
    .replace(/\u0451/gu, "\u0435")
    .replace(/\s+/g, " ")
    .trim();
  return /(?:executive\s+summary|финальн\w*\s+собери|итогов\w*\s+(?:резюм|summary|вывод)|по\s+всему\s+диалогу|где\s+ответы\s+были\s+подтвержден|где\s+proxy|где\s+прокси|не\s+хватил\w*\s+доказательств|ручн\w*\s+(?:смотр|провер|контрол))/iu.test(
    normalized
  );
}

function asRecord(value: unknown): Record<string, unknown> | null {
  return value && typeof value === "object" && !Array.isArray(value) ? (value as Record<string, unknown>) : null;
}

function firstMeaningEntityLabel(assistantTurnMeaning: Record<string, unknown> | null): string | null {
  const candidates = Array.isArray(assistantTurnMeaning?.explicit_entity_candidates)
    ? assistantTurnMeaning?.explicit_entity_candidates
    : [];
  for (const candidate of candidates) {
    const record = asRecord(candidate);
    const value = typeof record?.value === "string" ? record.value.trim() : "";
    if (value.length > 0) {
      return value;
    }
  }
  return null;
}

function buildUnsupportedCurrentTurnMeaningBoundaryReply(input: {
  assistantTurnMeaning: Record<string, unknown> | null;
}): string {
  const family =
    typeof input.assistantTurnMeaning?.unsupported_but_understood_family === "string"
      ? input.assistantTurnMeaning.unsupported_but_understood_family
      : null;
  const entityLabel = firstMeaningEntityLabel(input.assistantTurnMeaning);
  if (family === "counterparty_value_or_turnover") {
    const entityPart = entityLabel ? ` \u043f\u043e \u00ab${entityLabel}\u00bb` : "";
    return [
      `\u042f \u043f\u043e\u043d\u044f\u043b \u0432\u043e\u043f\u0440\u043e\u0441: \u043d\u0443\u0436\u0435\u043d \u043e\u0431\u043e\u0440\u043e\u0442${entityPart}.`,
      "\u0422\u043e\u0447\u043d\u044b\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442 \u0434\u043b\u044f \u0442\u0430\u043a\u043e\u0433\u043e \u0440\u0430\u0441\u0447\u0451\u0442\u0430 \u0435\u0449\u0451 \u043d\u0435 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u044f \u043d\u0435 \u0431\u0443\u0434\u0443 \u043f\u043e\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u043f\u0440\u043e\u0448\u043b\u044b\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u0438\u043b\u0438 \u0441\u0442\u0430\u0440\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430.",
      "\u041c\u043e\u0433\u0443 \u043f\u043e\u043a\u0430 \u043d\u0430\u0434\u0451\u0436\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b, \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u044b \u0438\u043b\u0438 \u0431\u0430\u043d\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u043e \u044d\u0442\u043e\u043c\u0443 \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0443."
    ].join(" ");
  }
  return "\u042f \u043f\u043e\u043d\u044f\u043b \u0441\u043c\u044b\u0441\u043b \u043d\u043e\u0432\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430, \u043d\u043e \u0442\u043e\u0447\u043d\u044b\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442 \u0434\u043b\u044f \u043d\u0435\u0433\u043e \u0435\u0449\u0451 \u043d\u0435 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d. \u041d\u0435 \u0431\u0443\u0434\u0443 \u043f\u0435\u0440\u0435\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u0442\u0430\u0440\u044b\u0439 \u043e\u0442\u0432\u0435\u0442 \u043a\u0430\u043a \u0431\u0443\u0434\u0442\u043e \u044d\u0442\u043e \u0442\u043e \u0436\u0435 \u0441\u0430\u043c\u043e\u0435.";
}

export async function runAssistantLivingChatRuntime(
  input: AssistantLivingChatRuntimeInput
): Promise<AssistantLivingChatRuntimeOutput> {
  const userMessage = String(input.userMessage ?? "");
  const organizationAuthority = resolveAssistantOrganizationAuthority({
    sessionItems: input.sessionItems,
    sessionKnownOrganizations: Array.isArray(input.sessionScope.knownOrganizations)
      ? input.sessionScope.knownOrganizations
      : [],
    sessionSelectedOrganization: input.sessionScope.selectedOrganization,
    sessionActiveOrganization: input.sessionScope.activeOrganization,
    toNonEmptyString: input.toNonEmptyString,
    normalizeOrganizationScopeValue: input.toNonEmptyString,
    mergeKnownOrganizations: input.mergeKnownOrganizations
  });
  const continuitySnapshot = organizationAuthority.continuitySnapshot;
  const dataScopeMetaQuery = input.hasAssistantDataScopeMetaQuestionSignal(userMessage);
  const capabilityMetaQuery = input.shouldHandleAsAssistantCapabilityMetaQuery(userMessage);
  const destructiveSignal = input.hasDestructiveDataActionSignal(userMessage);
  const dangerSignal = input.hasDangerOrCoercionSignal(userMessage);
  const operationalSignal = input.hasOperationalAdminActionRequestSignal(userMessage);

  let dataScopeProbe: Record<string, unknown> | null = null;
  let chatText = "";
  let livingChatSource = "llm_chat";
  let livingChatScriptGuardApplied = false;
  let livingChatScriptGuardReason: string | null = null;
  let livingChatGroundingGuardApplied = false;
  let livingChatGroundingGuardReason: string | null = null;
  let livingChatProactiveScopeOfferApplied = false;
  const continuityActiveOrganization = organizationAuthority.continuityActiveOrganization;
  let knownOrganizations = [...organizationAuthority.knownOrganizations];
  let selectedOrganization = organizationAuthority.selectedOrganization;
  let activeOrganization = organizationAuthority.activeOrganization;
  const addressRuntimeMeta = (input.addressRuntimeMeta && typeof input.addressRuntimeMeta === "object"
    ? input.addressRuntimeMeta
    : {}) as Record<string, unknown>;
  const orchestrationContract = asRecord(addressRuntimeMeta.orchestrationContract);
  const assistantTurnMeaning = asRecord(orchestrationContract?.assistant_turn_meaning);
  const unsupportedCurrentTurnMeaningBoundary = Boolean(
    input.modeDecision?.reason === "unsupported_current_turn_meaning_boundary" ||
      orchestrationContract?.unsupported_current_turn_meaning_boundary === true
  );
  const memoryRecapContext = resolveAssistantLivingChatMemoryContext({
    modeDecisionReason: input.modeDecision?.reason ?? null,
    sessionItems: input.sessionItems
  });
  const contextualInventoryHistoryCapabilityFollowup =
    memoryRecapContext.contextualInventoryHistoryCapabilityFollowup;
  const contextualMemoryRecapFollowup = memoryRecapContext.contextualMemoryRecapFollowup;
  const contextualAnswerInspectionFollowup =
    memoryRecapContext.contextualAnswerInspectionFollowup;
  const lastGroundedInventoryAddressDebug = memoryRecapContext.lastGroundedInventoryAddressDebug;
  const lastMemoryAddressDebug = memoryRecapContext.lastMemoryAddressDebug;
  const lastAnswerInspectionAddressDebug = memoryRecapContext.lastAnswerInspectionAddressDebug;

  if (capabilityMetaQuery && (destructiveSignal || dangerSignal)) {
    chatText = input.buildAssistantSafetyRefusalReply();
    livingChatSource = "deterministic_safety_refusal";
  } else if (dataScopeMetaQuery) {
    dataScopeProbe = await input.resolveDataScopeProbe();
    chatText = input.buildAssistantDataScopeContractReply(dataScopeProbe);
    knownOrganizations = input.mergeKnownOrganizations([
      ...knownOrganizations,
      ...(Array.isArray(dataScopeProbe?.organizations) ? (dataScopeProbe.organizations as unknown[]) : [])
    ]);
    if (!activeOrganization && knownOrganizations.length === 1) {
      activeOrganization = knownOrganizations[0];
    }
    livingChatSource =
      dataScopeProbe?.status === "resolved"
        ? "deterministic_data_scope_contract_live"
        : "deterministic_data_scope_contract";
  } else if (unsupportedCurrentTurnMeaningBoundary) {
    const unsupportedFamily =
      typeof assistantTurnMeaning?.unsupported_but_understood_family === "string"
        ? assistantTurnMeaning.unsupported_but_understood_family
        : null;
    if (unsupportedFamily === "broad_business_evaluation") {
      const scopedOrganization = selectedOrganization ?? activeOrganization ?? continuityActiveOrganization ?? null;
      chatText = buildBroadBusinessEvaluationReplyFromPolicy({
        organization: scopedOrganization,
        addressDebug: continuitySnapshot.lastGroundedAddressDebug,
        sessionItems: input.sessionItems,
        toNonEmptyString: input.toNonEmptyString
      });
      activeOrganization = scopedOrganization ?? activeOrganization;
      livingChatSource = "deterministic_broad_business_evaluation_contract";
    } else {
      chatText = buildUnsupportedCurrentTurnMeaningBoundaryReply({
        assistantTurnMeaning
      });
      livingChatSource = "deterministic_unsupported_current_turn_boundary";
    }
  } else if ((selectedOrganization || activeOrganization) && input.hasOrganizationFactLookupSignal(userMessage)) {
    const scopedOrganization = selectedOrganization ?? activeOrganization ?? null;
    chatText = input.buildAssistantOrganizationFactBoundaryReply(scopedOrganization);
    activeOrganization = scopedOrganization ?? activeOrganization;
    livingChatSource = "deterministic_organization_fact_boundary";
  } else if (
    (selectedOrganization || activeOrganization) &&
    input.hasOrganizationFactFollowupSignal(userMessage, input.sessionItems)
  ) {
    const scopedOrganization = selectedOrganization ?? activeOrganization ?? null;
    chatText = input.buildAssistantOrganizationFactBoundaryReply(scopedOrganization);
    activeOrganization = scopedOrganization ?? activeOrganization;
    livingChatSource = "deterministic_organization_fact_boundary_followup";
  } else if (
    !capabilityMetaQuery &&
    input.shouldEmitOrganizationSelectionReply(userMessage, selectedOrganization ?? activeOrganization)
  ) {
    const scopedOrganization = selectedOrganization ?? activeOrganization ?? null;
    chatText = input.buildAssistantDataScopeSelectionReply(scopedOrganization);
    activeOrganization = scopedOrganization ?? activeOrganization;
    livingChatSource = "deterministic_data_scope_selection_contract";
  } else if (capabilityMetaQuery && operationalSignal && !input.hasAssistantCapabilityQuestionSignal(userMessage)) {
    chatText = input.buildAssistantOperationalBoundaryReply();
    livingChatSource = "deterministic_operational_boundary";
  } else if (contextualInventoryHistoryCapabilityFollowup) {
    const scopedOrganization = selectedOrganization ?? activeOrganization ?? null;
    chatText = buildInventoryHistoryCapabilityFollowupReplyFromPolicy({
      organization: scopedOrganization,
      addressDebug: lastGroundedInventoryAddressDebug,
      toNonEmptyString: input.toNonEmptyString
    });
    activeOrganization = scopedOrganization ?? activeOrganization;
    livingChatSource = "deterministic_inventory_history_capability_contract";
  } else if (contextualMemoryRecapFollowup) {
    const scopedOrganization = selectedOrganization ?? activeOrganization ?? continuityActiveOrganization ?? null;
    const executiveSummaryFollowup = hasConversationExecutiveSummarySignal(userMessage);
    chatText = executiveSummaryFollowup
      ? buildConversationExecutiveSummaryReplyFromPolicy({
          organization: scopedOrganization,
          addressDebug: lastMemoryAddressDebug,
          sessionItems: input.sessionItems,
          toNonEmptyString: input.toNonEmptyString
        })
      : buildAddressMemoryRecapReplyFromPolicy({
          organization: scopedOrganization,
          addressDebug: lastMemoryAddressDebug,
          sessionItems: input.sessionItems,
          toNonEmptyString: input.toNonEmptyString
        });
    activeOrganization = scopedOrganization ?? activeOrganization;
    livingChatSource = executiveSummaryFollowup
      ? "deterministic_conversation_executive_summary_contract"
      : "deterministic_memory_recap_contract";
  } else if (contextualAnswerInspectionFollowup) {
    chatText = buildSelectedObjectAnswerInspectionReplyFromPolicy({
      addressDebug: lastAnswerInspectionAddressDebug,
      toNonEmptyString: input.toNonEmptyString
    });
    livingChatSource = "deterministic_answer_inspection_contract";
  } else if (capabilityMetaQuery) {
    chatText = input.buildAssistantCapabilityContractReply(userMessage);
    livingChatSource = "deterministic_capability_contract";
  } else {
    chatText = await input.executeLlmChat();
    const scriptGuard = input.applyScriptGuard(chatText, userMessage);
    chatText = scriptGuard.text;
    if (scriptGuard.applied) {
      livingChatScriptGuardApplied = true;
      livingChatScriptGuardReason = scriptGuard.reason;
      livingChatSource = "llm_chat_script_guard";
    }
    const groundingGuard = input.applyGroundingGuard({
      userMessage,
      chatText,
      organization: activeOrganization ?? selectedOrganization ?? null
    });
    chatText = groundingGuard.text;
    if (groundingGuard.applied) {
      livingChatGroundingGuardApplied = true;
      livingChatGroundingGuardReason = groundingGuard.reason;
      livingChatSource = "llm_chat_grounding_guard";
    }

    const shouldOfferProactiveOrganizationScope =
      !selectedOrganization &&
      !activeOrganization &&
      !continuitySnapshot.hasGroundedAddressContext &&
      !hasPriorAssistantTurn(input.sessionItems) &&
      input.modeDecision?.mode === "chat" &&
      input.hasLivingChatSignal(userMessage);
    if (shouldOfferProactiveOrganizationScope) {
      const proactiveScopeProbe = await input.resolveDataScopeProbe();
      const mergedKnownOrganizations = input.mergeKnownOrganizations([
        ...knownOrganizations,
        ...(Array.isArray(proactiveScopeProbe?.organizations) ? (proactiveScopeProbe.organizations as unknown[]) : [])
      ]);
      knownOrganizations = mergedKnownOrganizations;
      if (!activeOrganization && mergedKnownOrganizations.length === 1) {
        activeOrganization = mergedKnownOrganizations[0];
      }
      const proactiveOffer = input.buildAssistantProactiveOrganizationOfferReply(proactiveScopeProbe);
      if (proactiveOffer) {
        chatText = [buildDeterministicSmalltalkLeadReply(), proactiveOffer]
          .filter((part) => String(part ?? "").trim().length > 0)
          .join(" ");
        livingChatProactiveScopeOfferApplied = true;
        livingChatSource = "deterministic_smalltalk_with_proactive_scope_offer";
        if (!dataScopeProbe) {
          dataScopeProbe = proactiveScopeProbe;
        }
      }
    }
  }

  if (!chatText) {
    return {
      handled: false,
      chatText: "",
      debug: null
    };
  }

  const mcpDiscoveryResponsePolicy = applyAssistantMcpDiscoveryResponsePolicy({
    currentReply: chatText,
    currentReplySource: livingChatSource,
    livingChatSource,
    modeDecisionReason: input.modeDecision?.reason ?? null,
    addressRuntimeMeta
  });
  if (mcpDiscoveryResponsePolicy.applied) {
    chatText = mcpDiscoveryResponsePolicy.reply_text;
    livingChatSource = mcpDiscoveryResponsePolicy.reply_source;
  }

  const predecomposeContract =
    addressRuntimeMeta.predecomposeContract && typeof addressRuntimeMeta.predecomposeContract === "object"
      ? (addressRuntimeMeta.predecomposeContract as Record<string, unknown>)
      : null;
  const semanticExtractionContract =
    addressRuntimeMeta.semanticExtractionContract && typeof addressRuntimeMeta.semanticExtractionContract === "object"
      ? (addressRuntimeMeta.semanticExtractionContract as Record<string, unknown>)
      : null;

  const debug: Record<string, unknown> = {
    trace_id: input.traceIdFactory(),
    prompt_version: "living_chat_router_v1",
    schema_version: "living_chat_router_v1",
    fallback_type: "none",
    detected_mode: "chat",
    detected_mode_confidence: "high",
    execution_lane: "living_chat",
    living_router_mode: input.modeDecision?.mode ?? "chat",
    living_router_reason: input.modeDecision?.reason ?? "living_chat_signal_detected",
    living_chat_response_source: livingChatSource,
    mcp_discovery_response_policy_v1: mcpDiscoveryResponsePolicy,
    mcp_discovery_response_candidate_v1: mcpDiscoveryResponsePolicy.candidate,
    mcp_discovery_response_applied: mcpDiscoveryResponsePolicy.applied,
    living_chat_script_guard_applied: livingChatScriptGuardApplied,
    living_chat_script_guard_reason: livingChatScriptGuardReason,
    living_chat_grounding_guard_applied: livingChatGroundingGuardApplied,
    living_chat_grounding_guard_reason: livingChatGroundingGuardReason,
    living_chat_proactive_scope_offer_applied: livingChatProactiveScopeOfferApplied,
    living_chat_data_scope_probe_status: dataScopeProbe?.status ?? null,
    living_chat_data_scope_probe_channel: dataScopeProbe?.channel ?? null,
    living_chat_data_scope_probe_org_count: Array.isArray(dataScopeProbe?.organizations)
      ? dataScopeProbe.organizations.length
      : 0,
    living_chat_data_scope_probe_organizations: Array.isArray(dataScopeProbe?.organizations)
      ? input.mergeKnownOrganizations(dataScopeProbe.organizations as unknown[])
      : [],
    living_chat_data_scope_probe_error: dataScopeProbe?.error ?? null,
    living_chat_continuity_grounded_context_detected: continuitySnapshot.hasGroundedAddressContext,
    living_chat_continuity_active_organization: continuityActiveOrganization,
    living_chat_selected_organization: selectedOrganization ?? null,
    assistant_known_organizations: knownOrganizations,
    assistant_active_organization: activeOrganization ?? null,
    address_llm_predecompose_attempted: Boolean(addressRuntimeMeta.attempted),
    address_llm_predecompose_applied: Boolean(addressRuntimeMeta.applied),
    address_llm_predecompose_reason: addressRuntimeMeta.reason ?? null,
    address_llm_predecompose_contract: predecomposeContract,
    address_semantic_extraction_contract: semanticExtractionContract,
    orchestration_contract_v1: addressRuntimeMeta.orchestrationContract ?? null,
    tool_gate_decision: addressRuntimeMeta.toolGateDecision ?? null,
    tool_gate_reason: addressRuntimeMeta.toolGateReason ?? null,
    normalized: null,
    normalizer_output: null
  };

  return {
    handled: true,
    chatText,
    debug: attachAssistantMcpDiscoveryDebug(debug, { addressRuntimeMeta })
  };
}