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- const fs = require('fs');
- const path = require('path');
- const { outputsRoot } = require('../core/output-paths');
- const { okResult, errorResult } = require('../core/result-envelope');
- const { getConversations, updateCustomerProfile, updateCustomerRecommendation } = require('./agent-service');
- const { readState } = require('../core/dashboard-state');
- const FIELD_LABELS = {
- intent: '客户意图',
- purpose: '购置用途',
- preferredRegion: '意向区域',
- region: '意向区域',
- district: '意向区域',
- budgetWan: '预算',
- budgetRange: '预算范围',
- budgetType: '预算口径',
- layout: '意向户型',
- houseType: '意向户型',
- area: '面积偏好',
- decoration: '装修偏好',
- floorPreference: '楼层偏好',
- timeline: '购置时间',
- urgency: '紧迫度',
- keyConcerns: '核心关注',
- schoolRequirement: '学区需求',
- decisionMaker: '决策人',
- loanCapacity: '贷款能力',
- negotiationStage: '谈判阶段',
- aiSummary: '画像摘要',
- };
- function ensureDir(dirPath) { fs.mkdirSync(dirPath, { recursive: true }); return dirPath; }
- function writeJsonAtomic(filePath, value) {
- ensureDir(path.dirname(filePath));
- const tempPath = `${filePath}.${process.pid}.tmp`;
- fs.writeFileSync(tempPath, `${JSON.stringify(value, null, 2)}\n`, 'utf8');
- fs.renameSync(tempPath, filePath);
- }
- function profileValue(value, field) {
- if (Array.isArray(value)) return value.join('、');
- if (value && typeof value === 'object') return value.note || value.value || JSON.stringify(value);
- if (field === 'budgetWan' && Number.isFinite(Number(value))) return `${Number(value)} 万`;
- return String(value ?? '');
- }
- function customerStage(conversation, fieldCount) {
- const summary = conversation.customerIntelligence?.summary || {};
- if (summary.highAlerts > 0) return { key: 'priority', label: '重点跟进' };
- if (summary.openTasks > 0 && Number(conversation.analysis?.completenessScore || 0) >= 50) return { key: 'qualified', label: '需求已成形' };
- if (fieldCount > 0) return { key: 'profiling', label: '画像积累中' };
- return { key: 'new', label: '待完善' };
- }
- function hasProfileValue(profile, ...keys) {
- return keys.some(key => {
- const value = profile?.[key];
- return Array.isArray(value) ? value.length > 0 : value !== undefined && value !== null && String(value).trim() !== '' && String(value).trim() !== '待确认';
- });
- }
- function recommendationStatusLabel(status) {
- return ({ candidate: 'Agent 候选', recommended: '已推荐·待反馈', interested: '客户感兴趣', rejected: '客户不合适', viewing: '已约带看', viewed: '已带看', closed: '已关闭' })[status] || status || '待确认';
- }
- function maskPhone(phone) {
- const text = String(phone || '').trim();
- if (!text) return '';
- if (text.length <= 7) return text;
- return `${text.slice(0, 3)}****${text.slice(-4)}`;
- }
- function fallbackConversation(customerOps) {
- const displayName = customerOps.name || customerOps.phone || String(customerOps.externalUserId || '').slice(-6) || '未命名客户';
- const maskedId = customerOps.phone ? maskPhone(customerOps.phone) : String(customerOps.externalUserId || '');
- const source = customerOps.source === 'group-member' ? '群成员发现' : '客户运营导入';
- const now = customerOps.updatedAt || new Date().toISOString();
- return {
- id: `co:${String(customerOps.customerId || customerOps.externalUserId || '')}`,
- displayName,
- maskedId,
- source,
- mode: 'customer-ops',
- customerIntelligence: {
- profile: {},
- profileEvidence: {},
- tags: Array.isArray(customerOps.tags) ? customerOps.tags : [],
- tasks: [],
- alerts: [],
- recommendations: [],
- summary: {},
- },
- analysis: { completenessScore: 0 },
- messages: [],
- updatedAt: now,
- lastMessageAt: customerOps.lastSeenInGroupAt || now,
- };
- }
- function getFallbackCustomers() {
- try {
- const state = readState();
- const customers = Object.values(state.customers || {});
- if (!customers.length) return [];
- return customers
- .filter(customer => customer.customerId || customer.externalUserId)
- .map(customer => {
- const normalized = normalizeCustomer(fallbackConversation(customer));
- normalized.fallback = true;
- normalized.friendRequestStatus = customer.friendRequestStatus;
- normalized.groupStatus = customer.groupStatus;
- normalized.externalUserId = String(customer.externalUserId || customer.customerId || '');
- normalized.phone = customer.phone || '';
- normalized.sourceRoomIds = Array.isArray(customer.sourceRoomIds) ? customer.sourceRoomIds : [];
- normalized.groupNames = Array.isArray(customer.groupNames) ? customer.groupNames : [];
- return normalized;
- })
- .sort((a, b) => String(b.lastMessageAt || '').localeCompare(String(a.lastMessageAt || '')));
- } catch (err) {
- return [];
- }
- }
- function buildNextActions(customer) {
- const actions = [];
- const add = (id, title, description, evidence, priority = 'medium', confidence = 'rule') => actions.push({ id, title, description, evidence: (evidence || []).filter(Boolean), priority, confidence, status: 'suggested', action: 'open-conversation' });
- const profile = customer.profile || {};
- const openTaskEvidence = customer.tasks.find(task => ['open', 'in_progress'].includes(task.status))?.evidence;
- if (!hasProfileValue(profile, 'intent', 'purpose')) add('confirm-purpose', '确认购置用途', '询问客户是自住、投资还是为家人购置,再调整房源权重和沟通重点。', [openTaskEvidence, '客户主档中购置用途尚未确认'], 'high');
- if (!hasProfileValue(profile, 'timeline')) add('confirm-timeline', '确认购置时间', '确认客户计划何时购置,以判断跟进频率和是否需要安排带看。', [openTaskEvidence, '客户主档中购置时间尚未确认'], 'high');
- if (!hasProfileValue(profile, 'floorPreference')) add('confirm-floor', '补充楼层偏好', '在继续扩大推荐前确认楼层、电梯和采光偏好。', ['现有画像已有区域、预算和户型,但没有楼层偏好'], 'medium');
- if (String(profile.budgetType || '') === '待确认') add('confirm-budget-type', '确认预算口径', '确认 200 万是总价上限、理想预算还是包含税费装修。', [`预算已记录为 ${profile.budgetWan || '-'} 万,但预算口径为待确认`], 'medium');
- const awaitingFeedback = customer.recommendations.filter(item => item.status === 'recommended');
- if (awaitingFeedback.length) add('collect-property-feedback', '收集已推荐房源反馈', `已有 ${awaitingFeedback.length} 套房源处于“已推荐·待反馈”,先确认喜欢和排斥点再继续匹配。`, awaitingFeedback.slice(0, 3).map(item => `${item.property.community || item.propertyId} · ${item.property.totalPrice || '-'} 万`), 'high');
- if (!customer.recommendations.length && customer.completenessScore >= 50) add('prepare-first-shortlist', '生成首轮重点方案', '核心需求已基本成形,可从房源库筛选 2—3 套差异化方案供客户比较。', customer.fields.slice(0, 4).map(field => `${field.label}:${field.displayValue}`), 'medium');
- for (const alert of customer.alerts.filter(item => item.status === 'open' && ['high', 'critical'].includes(item.severity)).slice(0, 2)) add(`alert:${alert.id}`, alert.recommendedAction || alert.title, alert.detail || '优先处理高等级客户预警。', [alert.evidence], 'high');
- return actions.slice(0, 6);
- }
- function buildTimeline(customer) {
- const events = [];
- for (const message of customer.messages || []) {
- events.push({ id: `message:${message.id}`, type: message.role === 'customer' ? 'inbound-message' : 'outbound-message', title: message.role === 'customer' ? '收到客户消息' : '发送客户回复', description: String(message.content || '').slice(0, 300), occurredAt: message.timestamp, source: message.source || message.role, fact: true });
- }
- if (customer.profileUpdatedAt && customer.fields.length) events.push({ id: `profile:${customer.profileUpdatedAt}`, type: 'profile', title: '客户画像已更新', description: customer.fields.slice(0, 5).map(field => `${field.label}:${field.displayValue}`).join(' · '), occurredAt: customer.profileUpdatedAt, source: 'customer-intelligence-db', fact: true });
- for (const task of customer.tasks || []) events.push({ id: `task:${task.id}`, type: 'task', title: `内部任务 · ${task.title}`, description: task.evidence || task.reason || '', occurredAt: task.updatedAt, source: 'customer-task', status: task.status, fact: true });
- for (const alert of customer.alerts || []) events.push({ id: `alert:${alert.id}`, type: 'alert', title: `客户预警 · ${alert.title}`, description: alert.evidence || alert.detail || '', occurredAt: alert.updatedAt, source: 'customer-alert', status: alert.status, fact: true });
- for (const recommendation of customer.recommendations || []) events.push({ id: `recommendation:${recommendation.id}`, type: 'property', title: `房源${recommendationStatusLabel(recommendation.status)}`, description: `${recommendation.property.community || recommendation.propertyId} · ${recommendation.property.totalPrice || '-'} 万${recommendation.feedbackReason ? ` · ${recommendation.feedbackReason}` : ''}`, occurredAt: recommendation.lastRecommendedAt, source: 'property-recommendation', status: recommendation.status, fact: true });
- return events.filter(item => item.occurredAt).sort((a, b) => String(b.occurredAt).localeCompare(String(a.occurredAt))).slice(0, 80);
- }
- function normalizeCustomer(conversation) {
- const intelligence = conversation.customerIntelligence || {};
- const profile = intelligence.profile || {};
- const profileEvidence = intelligence.profileEvidence || {};
- const fields = Object.entries(profile).filter(([key]) => !key.startsWith('__') && key !== 'propertyFeedback').map(([key, value]) => ({
- key,
- label: FIELD_LABELS[key] || key,
- value,
- displayValue: profileValue(value, key),
- evidence: profileEvidence[key] ? {
- text: String(profileEvidence[key].text || ''),
- sourceMessageId: profileEvidence[key].sourceMessageId || null,
- source: profileEvidence[key].source || (profileEvidence[key].sourceMessageId ? 'live-message' : 'unknown'),
- updatedAt: profileEvidence[key].updatedAt || null,
- } : null,
- }));
- const stage = customerStage(conversation, fields.length);
- const messages = conversation.messages || [];
- const latestMessage = messages.at(-1) || null;
- const tasks = intelligence.tasks || [];
- const alerts = intelligence.alerts || [];
- const recommendations = (intelligence.recommendations || []).map(item => ({ ...item, statusLabel: recommendationStatusLabel(item.status) }));
- const evidenced = fields.filter(item => item.evidence?.text).length;
- const customer = {
- id: conversation.id,
- externalUserId: conversation.channelId || conversation.contactId || '',
- displayName: conversation.displayName,
- maskedId: conversation.maskedId,
- source: conversation.source === 'live' ? '真实企微会话' : conversation.source,
- mode: conversation.mode,
- stage,
- profile,
- fields,
- tags: intelligence.tags || [],
- completenessScore: Number(conversation.analysis?.completenessScore || 0),
- evidenceCoverage: fields.length ? Math.round(evidenced / fields.length * 100) : 0,
- profileUpdatedAt: intelligence.profileUpdatedAt || conversation.updatedAt || null,
- lastMessageAt: conversation.lastMessageAt,
- latestMessage: latestMessage ? { role: latestMessage.role, content: latestMessage.content, timestamp: latestMessage.timestamp } : null,
- messages,
- messageCount: messages.length,
- tasks,
- alerts,
- recommendations,
- openTaskCount: tasks.filter(item => ['open', 'in_progress'].includes(item.status)).length,
- openAlertCount: alerts.filter(item => item.status === 'open').length,
- highAlertCount: alerts.filter(item => item.status === 'open' && ['high', 'critical'].includes(item.severity)).length,
- recommendationCount: recommendations.length,
- pendingFeedbackCount: recommendations.filter(item => item.status === 'recommended').length,
- actions: { openConversation: true, editProfile: true },
- };
- customer.nextActions = buildNextActions(customer);
- customer.timeline = buildTimeline(customer);
- return customer;
- }
- function createCustomerMasterService(dependencies = {}) {
- const conversationReader = dependencies.getConversations || getConversations;
- const profileUpdater = dependencies.updateCustomerProfile || updateCustomerProfile;
- const recommendationFeedbackUpdater = dependencies.updateCustomerRecommendation || updateCustomerRecommendation;
- const projectionPath = path.resolve(dependencies.projectionPath || path.join(outputsRoot(), 'customers', 'index.json'));
- function persistProjection(customers) {
- const snapshot = {
- version: 1,
- updatedAt: new Date().toISOString(),
- customers: customers.map(customer => ({
- id: customer.id,
- displayName: customer.displayName,
- maskedId: customer.maskedId,
- source: customer.source,
- stage: customer.stage,
- profile: customer.profile,
- tags: customer.tags,
- completenessScore: customer.completenessScore,
- evidenceCoverage: customer.evidenceCoverage,
- profileUpdatedAt: customer.profileUpdatedAt,
- lastMessageAt: customer.lastMessageAt,
- openTaskCount: customer.openTaskCount,
- openAlertCount: customer.openAlertCount,
- recommendationCount: customer.recommendationCount,
- pendingFeedbackCount: customer.pendingFeedbackCount,
- })),
- };
- writeJsonAtomic(projectionPath, snapshot);
- return snapshot.updatedAt;
- }
- function hub() {
- const result = conversationReader() || {};
- const conversations = result.data?.conversations || [];
- let customers = conversations.map(normalizeCustomer).sort((a, b) => String(b.lastMessageAt || '').localeCompare(String(a.lastMessageAt || '')));
- let fallback = false;
- if (!customers.length) {
- customers = getFallbackCustomers();
- fallback = customers.length > 0;
- }
- const projectedAt = persistProjection(customers);
- const profiledCount = customers.filter(item => item.fields.length).length;
- return okResult({
- assistantMessage: fallback
- ? `客户主档暂无真实企微会话客户,已自动从客户运营数据展示 ${customers.length} 位客户作为参考。`
- : `客户管理已汇总 ${customers.length} 位真实会话客户,其中 ${profiledCount} 位已形成画像。`,
- summary: {
- customerCount: customers.length,
- profiledCount,
- priorityCount: customers.filter(item => item.stage.key === 'priority').length,
- openTaskCount: customers.reduce((sum, item) => sum + item.openTaskCount, 0),
- openAlertCount: customers.reduce((sum, item) => sum + item.openAlertCount, 0),
- recommendationCount: customers.reduce((sum, item) => sum + item.recommendationCount, 0),
- pendingFeedbackCount: customers.reduce((sum, item) => sum + item.pendingFeedbackCount, 0),
- projectedAt,
- fallback,
- },
- data: {
- customers,
- policy: {
- canonicalStore: fallback ? '客户运营数据(会话主账为空时的参考视图)' : 'SQLite 客户画像主账',
- autoSync: fallback
- ? '当前展示的是客户运营导入/群成员发现数据;同步真实企微会话后,画像与任务会自动沉淀到这里。'
- : '真实企微消息经 Agent 提取后自动更新客户主档;画像与标签工具也回写同一主账。',
- evidence: '客户原话证据只在本机管理页面显示;导出的客户投影不复制原话。',
- nextAction: '下一步行动属于规则或 AI 建议,不自动发送、不自动改写客户事实。',
- },
- },
- files: [projectionPath],
- });
- }
- function update(conversationId, input = {}) {
- const id = String(conversationId || '').trim();
- if (!id) return errorResult('缺少客户主档 ID。');
- const result = profileUpdater(id, input);
- if (result?.status !== 'ok') return result;
- const refreshed = hub();
- return okResult({
- assistantMessage: result.assistantMessage || '客户主档已更新。',
- summary: result.summary,
- data: { customer: refreshed.data.customers.find(item => item.id === id) || null },
- files: refreshed.files,
- });
- }
- function updateRecommendation(conversationId, recommendationId, input = {}) {
- const result = recommendationFeedbackUpdater(String(conversationId || ''), String(recommendationId || ''), input);
- if (result?.status !== 'ok') return result;
- const refreshed = hub();
- return okResult({
- assistantMessage: result.assistantMessage || '房源反馈已记录。',
- summary: result.summary,
- data: { customer: refreshed.data.customers.find(item => item.id === String(conversationId)) || null },
- files: refreshed.files,
- });
- }
- return { hub, update, updateRecommendation };
- }
- const service = createCustomerMasterService();
- module.exports = {
- createCustomerMasterService,
- getCustomerMasterHub: service.hub,
- updateCustomerMaster: service.update,
- updateCustomerRecommendationFeedback: service.updateRecommendation,
- __testing: { normalizeCustomer, customerStage, profileValue, buildNextActions, buildTimeline, recommendationStatusLabel },
- };
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