refactor: 收口技能与专员目录定义

统一 skill 与 specialist 清单，移除旧的 office 执行包与下线对象，并补入 text_to_speech、customer_followup 等当前目录定义与种子数据。
2026-09-22 23:38:56 +08:00
parent 90031b75f3
commit b7238ad667
148 changed files with 1230 additions and 1710 deletions
@@ -49,13 +49,13 @@ export const projectTemplates = [
    skillKeys: ['report-generation'],
  },
  {
-    id: 'training-delivery',
+    id: 'internal-training',
    title: '培训交付',
    desc: '课件准备、现场记录到交付归档',
    icon: Reading,
    prompt:
      '本项目按培训交付流程走：课前确认学员与大纲，课中记录要点与答疑，课后 24 小时内出交付包。所有产出用统一模板，标题格式「〈客户〉-〈课程〉-〈环节〉」。',
-    specialistKeys: ['training-delivery'],
+    specialistKeys: [],
    skillKeys: ['document-translate', 'audio-transcribe'],
  },
  {
@@ -96,7 +96,7 @@ export const projectTemplates = [
    prompt:
      '本项目按汇报交付口径推进：先确认汇报对象、场景、页数和主线，再生成页面结构、每页要点和讲稿备注。所有数字、时间和范围必须带口径；没有依据的地方明确标“待补”，不要为了好看自行补齐。',
    specialistKeys: ['presentation-briefing'],
-    skillKeys: ['ppt-generation', 'proposal-summary', 'mind-map'],
+    skillKeys: ['ppt-generation', 'mind-map'],
  },
 ]

@@ -113,10 +113,10 @@ const workspaceDemoData = {
      },
    },
  },
-  'training-delivery': {
-    title: '培训交付专员',
+  'internal-training': {
+    title: '培训交付工作台',
    caseTitle: '新人销售训练营第 3 周',
-    subtitle: '围绕班级运营、课程推进、考试与交付归档的训练营工作台。',
+    subtitle: '围绕班级运营、课程推进、考试与交付归档的培训工作台。',
    cases: [
      { id: 'td-01', title: '新人销售训练营第 3 周', owner: '班主任', priority: 'P1', due: '今天 20:00', summary: '日报、考试预警、复盘建议需要当天归档', status: '训练执行', contextPatch: { outputs: ['班级日报', '错题热点清单'], artifacts: ['训练营周报.pdf'], risks: ['考试规则待确认'], events: ['08:30 班级日报自动生成'] } },
      { id: 'td-02', title: '华南销售陪练专项', owner: '培训经理', priority: 'P2', due: '周三', summary: '需要聚焦异议处理与高频错题复训', status: '课前准备', contextPatch: { outputs: ['陪练脚本包'], artifacts: ['陪练计划.xlsx'], risks: ['陪练素材还差两份'], events: ['09:05 生成陪练脚本初稿'] } },
@@ -296,133 +296,90 @@ const workspaceDemoData = {
      },
    },
  },
-  'logistics-fulfillment': {
-    title: '履约跟单专员',
-    caseTitle: '美西航线本周履约看板',
-    subtitle: '围绕节点跟踪、单证、异常处置与客户通知的履约控制塔。',
+  'customer-followup': {
+    title: '客户跟进专员',
+    caseTitle: '本周客户跟进与会议预约',
+    subtitle: '围绕客户资料整理、意向分层、联系推进与会议预约的一体化跟进工作台。',
    cases: [
-      { id: 'lf-01', title: '美西航线本周履约看板', owner: '运营经理', priority: 'P1', due: '实时', summary: '2 单延迟、1 单甩柜，需统一在一个控制塔里处置', status: '异常处置', contextPatch: { outputs: ['异常说明', '最新 ETA 清单'], artifacts: ['客户状态报告.pdf'], risks: ['甩柜异常未关闭'], events: ['09:00 生成客户状态说明'] } },
-      { id: 'lf-02', title: '华东出口整柜周报', owner: '客服专员', priority: 'P2', due: '今天 16:00', summary: '需要同步对账草稿与客户状态说明', status: '节点跟踪', contextPatch: { outputs: ['对账草稿'], artifacts: ['周报对账.xlsx'], risks: ['一笔附加费待确认'], events: ['10:15 更新应收应付明细'] } },
-      { id: 'lf-03', title: '欧洲空运急件批次', owner: '项目客服', priority: 'P1', due: '今天 14:00', summary: '航班调整后要重新生成客户 ETA 和改单任务', status: '客户同步', contextPatch: { outputs: ['客户 ETA 更新'], artifacts: ['空运调整通知.md'], risks: ['新航班仍待确认'], events: ['08:45 拉取新航班计划'] } },
+      { id: 'cf-01', title: '本周客户线索优先级梳理', owner: '销售经理', priority: 'P1', due: '今天 18:00', summary: '8 个客户待分层，需明确优先联系顺序与本周触达计划', status: '意向分层', contextPatch: { outputs: ['客户优先级清单', '本周联系计划'], artifacts: ['客户跟进清单.xlsx'], risks: ['2 个客户资料不完整'], events: ['09:10 汇总 CRM 资料', '10:00 完成首轮意向分层'] } },
+      { id: 'cf-02', title: 'A 客户演示会议预约', owner: '售前经理', priority: 'P1', due: '明天 15:00', summary: '高意向客户已回复，需确认会议目标、时间与参会人', status: '会议预约', contextPatch: { outputs: ['会议邀约建议', '跟进纪要'], artifacts: ['A客户会议准备.md'], risks: ['客户参会人未最终确认'], events: ['11:20 生成邀约话术'] } },
+      { id: 'cf-03', title: '老客户续约回访推进', owner: '客户成功经理', priority: 'P2', due: '本周五', summary: '3 个续约客户需要补齐资料并确认下一轮回访节奏', status: '资料归档', contextPatch: { outputs: ['续约回访清单'], artifacts: ['续约客户跟进.md'], risks: ['一个客户历史沟通记录缺失'], events: ['14:30 补齐回访纪要'] } },
    ],
-    tabs: ['进度', '时间线', '异常', '回放'],
+    tabs: ['进度', '时间线', '客户', '回放'],
    stageSummary: [
-      { name: '委托接入', status: 'completed' },
-      { name: '订舱执行', status: 'completed' },
-      { name: '节点跟踪', status: 'active' },
-      { name: '异常处置', status: 'active' },
-      { name: '对账结算', status: 'pending' },
+      { name: '资料归档', status: 'completed' },
+      { name: '意向分层', status: 'active' },
+      { name: '首轮触达', status: 'waiting' },
+      { name: '会议预约', status: 'active' },
+      { name: '跟进回写', status: 'pending' },
    ],
    taskCards: [
-      { title: '节点跟踪', status: '进行中', detail: '本周 18 单在途，2 单延迟，1 单需改单', tone: 'primary' },
-      { title: '单证校验', status: '已完成', detail: '提单、装箱单、发票一致性校验通过', tone: 'success' },
-      { title: '异常升级', status: '待处理', detail: '甩柜异常等待船司回复与客户确认', tone: 'danger' },
+      { title: '资料归档', status: '已完成', detail: 'CRM、邮件和表格中的客户资料已整理进统一清单', tone: 'success' },
+      { title: '意向判断', status: '进行中', detail: '正在对 8 个客户做高、中、低意向分层', tone: 'primary' },
+      { title: '会议推进', status: '待处理', detail: '2 个高意向客户待确认演示时间与参会人', tone: 'warning' },
    ],
    focusPanels: [
-      { title: '当前关注', content: '需要把船司节点、邮件和企微异常同步到一个履约事项里。' },
-      { title: '客户同步', content: '自动生成异常说明、下一步动作和最新 ETA。' },
-      { title: '下一步', content: '异常关闭后进入费用归集与对账。' },
+      { title: '当前关注', content: '本周新增客户线索较多，需要先整理资料，再确定优先跟进顺序。' },
+      { title: '推进焦点', content: '优先推动高意向客户进入会议预约，资料不全的客户先补齐背景。' },
+      { title: '下一步', content: '输出可直接发送的联系话术，并确认两场演示会议的时间。' },
    ],
-    quickViews: ['全部节点', '异常单', '客户通知', '对账状态'],
-    relatedItems: ['本周舱位清单', '改单记录', '对账草稿'],
+    quickViews: ['客户资料清单', '意向分层', '联系草稿', '会议安排'],
+    relatedItems: ['CRM', '客户跟进表', '会议日程'],
    context: {
-      outputs: ['异常说明', '最新 ETA 清单', '改单任务'],
-      artifacts: ['客户状态报告.pdf', '提单资料包.zip', '对账草稿.xlsx'],
-      evidence: ['e-7011 船司节点回执', 'e-7012 邮件往来', 'e-7013 单证扫描件'],
-      risks: ['甩柜异常未关闭', '2 单节点延迟', '改单可能影响截关时间'],
-      checkpoints: ['客户确认 ETA', '运营经理确认改单'],
-      relatedObjects: ['Shipment: 美西航线-0816', 'Exception: 甩柜', 'Partner: XX 船司'],
+      outputs: ['客户优先级清单', '联系话术建议', '会议邀约建议'],
+      artifacts: ['客户跟进清单.xlsx', 'A客户会议准备.md', '续约客户跟进.md'],
+      evidence: ['e-cf-01 CRM 客户资料', 'e-cf-02 历史沟通记录', 'e-cf-03 演示需求摘要'],
+      risks: ['2 个客户资料不完整', '一个高意向客户会议时间未最终确认'],
+      checkpoints: ['销售经理确认优先级', '售前经理确认会议目标'],
+      relatedObjects: ['CRM: 客户库', 'Table: 客户跟进表', 'Calendar: 演示日程'],
      events: [
-        '07:40 拉取船司节点',
-        '08:15 识别异常邮件',
-        '09:00 生成客户状态说明',
+        '09:10 汇总 CRM 资料',
+        '10:00 完成首轮意向分层',
+        '11:20 生成邀约话术',
      ],
      bottomPanel: {
-        timeline: ['07:40 节点同步', '08:15 异常识别', '09:00 通知客户'],
-        replay: ['回放节点 1: SyncMilestones', '回放节点 2: DetectException', '回放节点 3: NotifyCustomer'],
-        trace: ['connector.carrier.pullMilestone()', 'plugin.logistics.detectException()', 'connector.wecom.sendNotice()'],
-        logs: ['[INFO] 18 shipments synced', '[WARN] exception ship-002 delayed', '[INFO] notice sent to customer'],
-      },
-    },
-  },
-  'hr-email-sorter': {
-    title: 'HR 邮件整理专员',
-    caseTitle: '招聘邮箱邮件处理',
-    subtitle: '自动识别简历邮件、抽取候选人字段、去重归类并写入候选人表。',
-    cases: [
-      { id: 'hes-01', title: '本周招聘邮箱邮件处理', owner: 'HR 专员', priority: 'P2', due: '今天 18:00', summary: '3 封待处理邮件需识别并归档', status: '邮件处理', contextPatch: { outputs: ['候选人提取清单'], artifacts: ['邮件处理日志.md'], risks: ['一封邮件附件格式不支持'], events: ['09:30 拉取未读邮件'] } },
-      { id: 'hes-02', title: '华南销售岗简历归档', owner: '招聘经理', priority: 'P2', due: '明天 12:00', summary: '需从收件箱批量提取候选人并去重', status: '批量提取', contextPatch: { outputs: ['批量候选人清单'], artifacts: ['华南销售候选人.xlsx'], risks: ['同候选人重复投递'], events: ['10:15 完成去重比对'] } },
-    ],
-    tabs: ['进度', '时间线', '邮件列表', '回放'],
-    stageSummary: [
-      { name: '邮件拉取', status: 'completed' },
-      { name: '简历识别', status: 'active' },
-      { name: '候选人提取', status: 'waiting' },
-      { name: '去重归档', status: 'pending' },
-    ],
-    taskCards: [
-      { title: '邮件识别', status: '进行中', detail: '正在扫描 3 封新邮件中的简历特征', tone: 'primary' },
-      { title: '字段抽取', status: '待处理', detail: '识别完成后再抽取姓名、电话、岗位', tone: 'warning' },
-      { title: '去重写入', status: '待处理', detail: '抽取后与现有候选人表比对去重', tone: 'warning' },
-    ],
-    focusPanels: [
-      { title: '当前关注', content: '招聘邮箱收到新邮件，需要判断是否为简历邮件。' },
-      { title: '处理焦点', content: '确保附件（pdf/doc）正确解析、同发件人附件做去重。' },
-      { title: '下一步', content: '抽取完成后写入候选人表，触发简历处理专员。' },
-    ],
-    quickViews: ['待处理邮件', '已提取候选人', '去重记录', '归档日志'],
-    relatedItems: ['招聘邮箱收件箱', '候选人表', '岗位需求表'],
-    context: {
-      outputs: ['候选人提取清单', '邮件处理日志'],
-      artifacts: ['邮件处理日志.md', '候选人清单.xlsx'],
-      evidence: ['e-hr-01 招聘邮件', 'e-hr-02 简历附件'],
-      risks: ['一封邮件附件格式不支持', '同候选人重复投递'],
-      checkpoints: ['HR 专员确认提取结果'],
-      relatedObjects: ['Mailbox: HR 招聘邮箱', 'Table: 候选人表', 'Attachment: 简历 pdf/doc'],
-      events: ['09:30 拉取未读邮件', '10:15 完成去重比对'],
-      bottomPanel: {
-        timeline: ['09:00 检查收件箱', '09:30 拉取 3 封新邮件', '10:15 去重比对完成'],
-        replay: ['回放节点 1: FetchMails', '回放节点 2: IdentifyResumes', '回放节点 3: ExtractFields'],
-        trace: ['connector.email.fetchInbox()', 'plugin.resume.identify()', 'plugin.resume.extract()'],
-        logs: ['[INFO] 3 new emails fetched', '[WARN] 1 attachment format unsupported', '[INFO] dedup comparison done'],
+        timeline: ['09:10 资料同步', '10:00 意向分层', '11:20 生成邀约建议'],
+        replay: ['回放节点 1: CollectCustomerProfiles', '回放节点 2: ScoreIntent', '回放节点 3: DraftOutreach'],
+        trace: ['connector.crm.sync()', 'plugin.followup.rank()', 'plugin.meeting.compose()'],
+        logs: ['[INFO] customer profiles synced', '[WARN] 2 incomplete profiles detected', '[INFO] outreach draft generated'],
      },
    },
  },
  'resume-processor': {
-    title: '简历处理专员',
-    caseTitle: '候选人筛选与面试安排',
-    subtitle: '基于候选人表筛选匹配岗位要求、评分排序并发起面试安排。',
+    title: '招聘筛选专员',
+    caseTitle: '招聘入口归档、候选人筛选与面试安排',
+    subtitle: '先收拢招聘邮箱和候选人资料，再按岗位要求完成筛选、排序并推进面试安排。',
    cases: [
-      { id: 'rp-01', title: '华南销售岗候选人筛选', owner: '招聘经理', priority: 'P1', due: '今天 17:00', summary: '5 份待筛选简历需匹配岗位要求并排序', status: '简历筛选', contextPatch: { outputs: ['候选人评分表', '面试推荐清单'], artifacts: ['华南销售筛选报告.pdf'], risks: ['一个候选人经历与岗位不完全匹配'], events: ['09:45 拉取候选人表', '10:30 完成自动评分'] } },
+      { id: 'rp-01', title: '华南销售岗候选人筛选', owner: '招聘经理', priority: 'P1', due: '今天 17:00', summary: '3 封邮件待归档、5 份候选人待匹配岗位要求并排序', status: '候选人筛选', contextPatch: { outputs: ['候选人评分表', '面试推荐清单'], artifacts: ['华南销售筛选报告.pdf'], risks: ['一个候选人经历与岗位不完全匹配'], events: ['09:30 拉取招聘邮件', '09:45 拉取候选人表', '10:30 完成自动评分'] } },
      { id: 'rp-02', title: '华东实施岗面试安排', owner: 'HR 主管', priority: 'P2', due: '明天 14:00', summary: '2 个候选人已通过初筛，需安排技术面试', status: '面试安排', contextPatch: { outputs: ['面试邀请草稿'], artifacts: ['面试安排表.xlsx'], risks: ['面试官时间待确认'], events: ['08:50 拉取通过名单'] } },
    ],
    tabs: ['进度', '时间线', '候选人列表', '回放'],
    stageSummary: [
-      { name: '候选人拉取', status: 'completed' },
-      { name: '岗位匹配', status: 'active' },
+      { name: '招聘入口归档', status: 'completed' },
+      { name: '候选人整理', status: 'active' },
      { name: '评分排序', status: 'waiting' },
      { name: '面试安排', status: 'pending' },
    ],
    taskCards: [
+      { title: '入口归档', status: '已完成', detail: '已把 3 封招聘邮件和附件整理进候选人清单', tone: 'success' },
      { title: '岗位匹配', status: '进行中', detail: '正在对比 5 份候选人与华南销售岗要求', tone: 'primary' },
-      { title: '评分排序', status: '待处理', detail: '匹配完成后按综合评分排序', tone: 'warning' },
      { title: '面试安排', status: '待处理', detail: '排序完成后发起面试邀请', tone: 'warning' },
    ],
    focusPanels: [
-      { title: '当前关注', content: '销售岗位要求 3 年以上经验，有行业客户资源优先。' },
-      { title: '筛选焦点', content: '按经验年资、行业匹配度、沟通能力三个维度评分。' },
+      { title: '当前关注', content: '招聘邮件和附件已归档，当前要按岗位要求完成候选人筛选。' },
+      { title: '筛选焦点', content: '按经验年资、行业匹配度、沟通能力三个维度评分，并保留邮件来源。' },
      { title: '下一步', content: '排序后生成推荐清单，等待招聘经理确认后发起面试。' },
    ],
-    quickViews: ['待筛选简历', '已评分候选人', '面试排期', '通过率统计'],
-    relatedItems: ['岗位需求表', '候选人表', '面试安排表'],
+    quickViews: ['待处理邮件', '待筛选简历', '已评分候选人', '面试排期'],
+    relatedItems: ['招聘邮箱', '岗位需求表', '候选人表', '面试安排表'],
    context: {
-      outputs: ['候选人评分表', '面试推荐清单', '面试邀请'],
+      outputs: ['候选人归档清单', '候选人评分表', '面试推荐清单', '面试邀请'],
      artifacts: ['华南销售筛选报告.pdf', '面试安排表.xlsx'],
-      evidence: ['e-rp-01 候选人简历', 'e-rp-02 岗位描述', 'e-rp-03 面试反馈模板'],
+      evidence: ['e-rp-01 招聘邮件', 'e-rp-02 候选人简历', 'e-rp-03 岗位描述', 'e-rp-04 面试反馈模板'],
      risks: ['一个候选人经历与岗位不完全匹配', '面试官时间待确认'],
      checkpoints: ['招聘经理确认推荐清单', 'HR 主管确认面试安排'],
-      relatedObjects: ['Position: 华南销售岗', 'Table: 候选人表', 'Interview: 面试安排表'],
-      events: ['09:45 拉取候选人表', '10:30 完成自动评分', '10:50 生成面试推荐清单'],
+      relatedObjects: ['Mailbox: 招聘邮箱', 'Position: 华南销售岗', 'Table: 候选人表', 'Interview: 面试安排表'],
+      events: ['09:30 拉取招聘邮件', '09:45 拉取候选人表', '10:30 完成自动评分', '10:50 生成面试推荐清单'],
      bottomPanel: {
        timeline: ['09:00 拉取岗位需求', '09:45 获取候选人列表', '10:30 自动评分完成'],
        replay: ['回放节点 1: LoadCandidates', '回放节点 2: MatchRequirements', '回放节点 3: ScoreAndRank'],
@@ -10,18 +10,13 @@ import reportGenerationManifest from '@/skills/packages/report-generation/manife
 import pptGenerationManifest from '@/skills/packages/ppt-generation/manifest'
 import mindMapManifest from '@/skills/packages/mind-map/manifest'
 import longformWritingManifest from '@/skills/packages/longform-writing/manifest'
-import textToolkitManifest from '@/skills/packages/text-toolkit/manifest'
 import ocrUnderstandingManifest from '@/skills/packages/ocr-understanding/manifest'
 import meetingMinutesManifest from '@/skills/packages/meeting-minutes/manifest'
-import projectPlanningManifest from '@/skills/packages/project-planning/manifest'
-import emailDraftingManifest from '@/skills/packages/email-drafting/manifest'
 import tableCleanupManifest from '@/skills/packages/table-cleanup/manifest'
-import proposalSummaryManifest from '@/skills/packages/proposal-summary/manifest'
 import progressReportManifest from '@/skills/packages/progress-report/manifest'
 import contractBriefManifest from '@/skills/packages/contract-brief/manifest'
 import interviewSummaryManifest from '@/skills/packages/interview-summary/manifest'
 import policyRewriteManifest from '@/skills/packages/policy-rewrite/manifest'
-import surveySummaryManifest from '@/skills/packages/survey-summary/manifest'

 // Register office skill execution builders (side-effect import).
 // This centralizes all package→execution imports into one place.
@@ -38,18 +33,13 @@ export const builtinSkillManifests = [
  pptGenerationManifest,
  mindMapManifest,
  longformWritingManifest,
-  textToolkitManifest,
  ocrUnderstandingManifest,
  meetingMinutesManifest,
-  projectPlanningManifest,
-  emailDraftingManifest,
  tableCleanupManifest,
-  proposalSummaryManifest,
  progressReportManifest,
  contractBriefManifest,
  interviewSummaryManifest,
  policyRewriteManifest,
-  surveySummaryManifest,
 ]

 const builtinSkillRegistry = createRegistry(builtinSkillManifests)
@@ -6,8 +6,9 @@ import {

 export default createSkillManifest({
  key: 'audio-transcribe',
-  label: '语音转写',
-  caption: '转写 / 分段 / 重点整理',
+  label: '会议音频分析（转写）',
+  caption: '一小时录音，自动出纪要。',
+  description: '一小时录音，自动出纪要。 操作：打开「会议音频分析」，上传音频（MP3/M4A/WAV）→ AI 自动转写（带说话人标签）→ 同时输出纪要 + 待办清单 + 思维导图',
  color: '#5263c3',
  skillTags: ['逐字转写', '说话人分段', '重点提炼', '纪要整理'],
  workflowSchema: [
@@ -6,8 +6,9 @@ import {

 export default createSkillManifest({
  key: 'batch-extract',
-  label: '批量提取',
-  caption: '字段设计 / 批量抽取 / 异常复核',
+  label: '批量字段提取 → Excel',
+  caption: '上百份文件的关键信息，自动汇表。',
+  description: '上百份文件的关键信息，自动汇表。 操作：在「智能助手」中选择目标知识库 → 用自然语言告诉 AI 需要哪些字段 → AI 自动遍历每份文件，逐项提取，保存为 Excel',
  color: '#39b07a',
  skillTags: ['字段抽取', '批量处理', '结构化输出', '异常回看'],
  workflowSchema: [
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.contract-brief',
  code: 'EAI-T-212',
  key: 'contract-brief',
-  label: '合同要点提炼',
+  label: '合同批量审查与提取（提取）',
  category: 'document',
  artifactType: 'summary',
  fileFormat: 'md',
  color: '#dc2626',
-  description: '把合同、协议和条款材料压缩成核心要点、风险提示和待确认事项，方便业务快速预读。',
+  description: '几十份合同，自动提取甲方、乙方、金额、付款方式等关键字段，一键汇总成 Excel 总表。还能按条件筛选"百万以上合同"或"涉及公路运输的合同"，并自动归纳违约金条款。',
  defaultPrompt: '把这份采购合同提炼成要点摘要和待确认项',
  resultTitle: '合同要点摘要',
  summary: '已提炼出合同核心条款、主要风险和待确认事项，方便快速预读和继续审查。',
@@ -6,8 +6,9 @@ import {

 export default createSkillManifest({
  key: 'contract-review',
-  label: '合同审查',
-  caption: '条款识别 / 风险判断 / 审查交付',
+  label: '合同批量审查与提取（审查）',
+  caption: '几十份合同，自动提取关键字段，一键汇总成 Excel 总表。',
+  description: '几十份合同，自动提取甲方、乙方、金额、付款方式等关键字段，一键汇总成 Excel 总表。还能按条件筛选"百万以上合同"或"涉及公路运输的合同"，并自动归纳违约金条款。',
  color: '#f56c6c',
  skillTags: ['风险识别', '待确认项', '红线建议', '审查结果'],
  workflowSchema: [
@@ -7,7 +7,8 @@ import {
 export default createSkillManifest({
  key: 'copy-proofreading',
  label: '文案校对',
-  caption: '问题定位 / 表达优化 / 风格收口',
+  caption: '错别字、语病，一键标出。',
+  description: '错别字、语病，一键标出。 操作：打开「文案校对」，上传文档 → AI 自动逐句检查，标注错别字、语法问题 → 返回带高亮修订版 + 修改建议，可一键采纳',
  color: '#e6a23c',
  skillTags: ['错别字检查', '语病修正', '语气统一', '风格优化'],
  workflowSchema: [
@@ -7,7 +7,8 @@ import {
 export default createSkillManifest({
  key: 'document-translate',
  label: '文档翻译',
-  caption: '译文生成 / 术语统一 / 多格式导出',
+  caption: '整份翻译，排版原封不动。',
+  description: '整份翻译，排版原封不动。 操作：打开「文档翻译」，上传文件（Word/PDF/PPT/Excel）→ 选择目标语言 → 下载译文——排版、表格、图片位置全部保留',
  color: '#67c23a',
  skillTags: ['术语统一', '语气对齐', '格式保留', '双语摘要'],
  workflowSchema: [
@@ -1,119 +0,0 @@
-import {
-  buildEmailSubjectVariants,
-  extractPoints,
-  parseStructuredFields,
-  pickTopic,
-  slugify,
-  splitSimpleList,
-} from '@/skills/shared/officeArtifacts'
-
-export function buildExecution(inputText = '') {
-  const { fields, bodyText } = parseStructuredFields(inputText, {
-    recipient: ['收件人', '对象', 'recipient', 'to'],
-    cc: ['抄送', '抄送人', 'cc'],
-    topic: ['主题', '标题', 'topic', 'subject'],
-    purpose: ['目的', '意图', 'purpose'],
-    action: ['希望对方', '需要对方', 'action'],
-    deadline: ['时间', '截止时间', 'deadline'],
-    tone: ['语气', '风格', 'tone', 'style'],
-  })
-  const topic = fields.topic || pickTopic(bodyText || inputText, '邮件主题')
-  const recipient = fields.recipient || '各位'
-  const ccList = splitSimpleList(fields.cc)
-  const purpose = fields.purpose || '同步背景和当前进展'
-  const action = fields.action || '请协助确认并继续推进'
-  const deadline = fields.deadline || '请尽快反馈'
-  const tone = fields.tone || '正式、明确、礼貌'
-  const points = extractPoints(bodyText || inputText, [
-    '交代背景和当前情况',
-    '说明希望对方配合或确认的事项',
-    '给出时间点和下一步动作',
-    '保持礼貌但结论清楚',
-  ])
-  const subjectVariants = buildEmailSubjectVariants(topic, purpose)
-  const subject = subjectVariants[0]
-  const emailContent = [
-    `主题：${subject}`,
-    `收件人：${recipient}`,
-    `抄送：${ccList.length ? ccList.join('、') : '无'}`,
-    '',
-    `${recipient}好，`,
-    '',
-    `${purpose}。${points[0] || '这边同步一下当前事项的背景和进展。'}`,
-    `${action}。${points[1] || '目前需要大家协助确认相关事项。'}`,
-    `${deadline}。${points[2] || '如无问题，请按约定时间继续推进。'}`,
-    '',
-    `语气建议：${tone}。如有问题，请直接回复沟通。`,
-    '',
-    '谢谢。',
-  ].join('\n').trim()
-  const shortContent = [
-    `【${topic}】`,
-    `${points[1] || '请协助确认相关事项。'}`,
-    `${points[2] || '如无问题请按时推进。'}`,
-  ].join('\n').trim()
-  const briefContent = [
-    '# 邮件要点',
-    '',
-    `- 主题：${subject}`,
-    ...points.slice(0, 4).map((item) => `- ${item}`),
-  ].join('\n').trim()
-  const subjectContent = [
-    '# 主题与抄送建议',
-    '',
-    `- 收件人：${recipient}`,
-    `- 抄送建议：${ccList.length ? ccList.join('、') : '建议抄送直属负责人 / 相关协同方'}`,
-    '',
-    '## 可选主题',
-    ...subjectVariants.map((item, index) => `${index + 1}. ${item}`),
-  ].join('\n').trim()
-  const slug = slugify(topic, 'email-drafting')
-
-  return {
-    title: '邮件草稿',
-    summary: `已按“${recipient} / ${topic}”生成正式邮件、短消息版和邮件要点摘要。`,
-    highlights: ['适合通知、催办、确认和汇报邮件', '会识别收件人、抄送、目的、时间和语气', '新增可直接挑选的主题变体'],
-    artifacts: [
-      {
-        key: 'email',
-        title: '正式邮件',
-        description: '可直接复制到邮箱发送的完整版本。',
-        kind: 'text',
-        fileFormat: 'txt',
-        mimeType: 'text/plain;charset=utf-8',
-        downloadName: `${slug}.txt`,
-        content: emailContent,
-      },
-      {
-        key: 'short-followup',
-        title: '简短跟进版',
-        description: '适合发到 IM 或群里的短消息版本。',
-        kind: 'text',
-        fileFormat: 'txt',
-        mimeType: 'text/plain;charset=utf-8',
-        downloadName: `${slug}-short.txt`,
-        content: shortContent,
-      },
-      {
-        key: 'brief',
-        title: '邮件要点',
-        description: '方便审批或复核邮件口径的要点版。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-brief.md`,
-        content: briefContent,
-      },
-      {
-        key: 'subject-variants',
-        title: '主题与抄送建议',
-        description: '提供多版主题候选和抄送建议。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-subject.md`,
-        content: subjectContent,
-      },
-    ],
-  }
-}
@@ -1,19 +0,0 @@
-import { createOfficeSkillManifest } from '@/skills/contracts/manifest'
-
-export default createOfficeSkillManifest({
-  id: 'eai.email-drafting',
-  code: 'EAI-T-208',
-  key: 'email-drafting',
-  label: '邮件起草',
-  category: 'communication',
-  artifactType: 'document',
-  fileFormat: 'txt',
-  color: '#0f766e',
-  description: '把沟通意图、背景和要求整理成可直接发送的正式邮件，并附带简短跟进版本。',
-  defaultPrompt: '帮我起草一封推进客户回款的正式邮件',
-  resultTitle: '邮件草稿',
-  summary: '已生成一版可直接发送的邮件正文，并补了简短跟进版本和要点摘要。',
-  highlights: ['适合汇报、催办、确认和通知', '兼顾正式语气与清晰表达', '默认沉淀长邮件和短消息版本'],
-  taskPlanTitle: '邮件起草流程',
-  planSteps: ['识别沟通目的', '整理背景与重点', '生成正式邮件', '补充简短跟进版本'],
-})
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.interview-summary',
  code: 'EAI-T-213',
  key: 'interview-summary',
-  label: '访谈整理',
+  label: '招聘简历助手',
  category: 'summary',
  artifactType: 'document',
  fileFormat: 'md',
  color: '#7c3aed',
-  description: '把访谈记录、用户调研和深度沟通内容整理成主题摘要、洞察结论和后续动作。',
+  description: '自然语言筛简历，多人对比。 操作：打开「招聘简历助手」，上传简历文件 → 用自然语言描述岗位需求 → AI 逐条匹配，自动生成多人对比表',
  defaultPrompt: '把这份用户访谈记录整理成主题摘要和洞察结论',
  resultTitle: '访谈整理稿',
  summary: '已把访谈内容收成主题摘要、洞察结论和后续建议，方便继续分析或汇报。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.longform-writing',
  code: 'EAI-T-203',
  key: 'longform-writing',
-  label: '长文创作',
+  label: '公文辅助写作（长文）',
  category: 'writing',
  artifactType: 'document',
  fileFormat: 'docx',
  color: '#b45309',
-  description: '统一承接论文、方案、制度文档、公众号长文等长文任务，先搭大纲，再分段生成正文。',
+  description: '通知、报告、函，一键起草。 操作：选择「公文辅助写作」→ 用自然语言描述公文内容 → AI 自动生成符合规范的公文初稿，字体字号符合标准',
  defaultPrompt: '围绕企业 AI 落地写一篇完整方案',
  resultTitle: '长文草稿',
  summary: '已按长文写作流程生成大纲与正文骨架，适合继续细化为正式稿。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.meeting-minutes',
  code: 'EAI-T-206',
  key: 'meeting-minutes',
-  label: '会议纪要',
+  label: '会议音频分析（纪要）',
  category: 'document',
  artifactType: 'document',
  fileFormat: 'md',
  color: '#7c3aed',
-  description: '把会议记录、聊天记录和零散讨论整理成正式纪要、决议摘要和待办清单。',
+  description: '一小时录音，自动出纪要。 操作：打开「会议音频分析」，上传音频（MP3/M4A/WAV）→ AI 自动转写（带说话人标签）→ 同时输出纪要 + 待办清单 + 思维导图',
  defaultPrompt: '把这段项目例会记录整理成正式会议纪要',
  resultTitle: '会议纪要草稿',
  summary: '已按会议纪要结构整理出主题、结论和待办，方便直接同步给参会人。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.mind-map',
  code: 'EAI-T-202',
  key: 'mind-map',
-  label: '思维导图',
+  label: '会议音频分析（思维导图）',
  category: 'structure',
  artifactType: 'mindmap',
  fileFormat: 'svg',
  color: '#0f766e',
-  description: '把一句话主题、会议纪要或长文本快速展开成结构化导图，适合梳理任务与知识结构。',
+  description: '一小时录音，自动出纪要。 操作：打开「会议音频分析」，上传音频（MP3/M4A/WAV）→ AI 自动转写（带说话人标签）→ 同时输出纪要 + 待办清单 + 思维导图',
  defaultPrompt: '把这次项目启动会整理成一版思维导图',
  resultTitle: '导图结构草案',
  summary: '已把输入内容压缩成层级结构，方便继续扩展节点或导出成导图文件。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.ocr-understanding',
  code: 'EAI-T-205',
  key: 'ocr-understanding',
-  label: 'OCR / 图文理解',
+  label: '图片/扫描件智能识别',
  category: 'vision',
  artifactType: 'document',
  fileFormat: 'md',
  color: '#0ea5e9',
-  description: '识别图片、截图和扫描件中的文字与结构信息，并提炼为摘要或结构化字段。',
+  description: '拍照即提取，长图也能问。 操作：把图片拖进聊天框（JPG/PNG/长图/扫描件均可）→ 用自然语言描述要提取什么 → AI 自动识别内容并结构化输出',
  defaultPrompt: '识别这张截图里的文字并整理成结构化摘要',
  resultTitle: '识别结果摘要',
  summary: '已按图文理解流程准备好识别与整理结果的第一版结构，方便继续抽字段或生成摘要。',
@@ -9,14 +9,12 @@
 import { registerOfficeExecution } from '@/skills/shared/officeExecutionRegistry'

 // Communication skills
-import { buildExecution as buildEmailDraftingExecution } from '@/skills/packages/email-drafting/execution'
 import { buildExecution as buildMeetingMinutesExecution } from '@/skills/packages/meeting-minutes/execution'
 import { buildExecution as buildProgressReportExecution } from '@/skills/packages/progress-report/execution'

 // Structure skills
 import { buildExecution as buildMindMapExecution } from '@/skills/packages/mind-map/execution'
 import { buildExecution as buildPptExecution } from '@/skills/packages/ppt-generation/execution'
-import { buildExecution as buildProjectPlanningExecution } from '@/skills/packages/project-planning/execution'
 import { buildExecution as buildTableCleanupExecution } from '@/skills/packages/table-cleanup/execution'

 // Writing skills
@@ -25,23 +23,15 @@ import { buildExecution as buildInterviewSummaryExecution } from '@/skills/packa
 import { buildExecution as buildLongformExecution } from '@/skills/packages/longform-writing/execution'
 import { buildExecution as buildOcrExecution } from '@/skills/packages/ocr-understanding/execution'
 import { buildExecution as buildPolicyRewriteExecution } from '@/skills/packages/policy-rewrite/execution'
-import { buildExecution as buildProposalSummaryExecution } from '@/skills/packages/proposal-summary/execution'
-import { buildExecution as buildSurveySummaryExecution } from '@/skills/packages/survey-summary/execution'
-import { buildExecution as buildTextToolkitExecution } from '@/skills/packages/text-toolkit/execution'

 // Register all execution builders
-registerOfficeExecution('email-drafting', buildEmailDraftingExecution)
 registerOfficeExecution('meeting-minutes', buildMeetingMinutesExecution)
 registerOfficeExecution('progress-report', buildProgressReportExecution)
 registerOfficeExecution('mind-map', buildMindMapExecution)
 registerOfficeExecution('ppt-generation', buildPptExecution)
-registerOfficeExecution('project-planning', buildProjectPlanningExecution)
 registerOfficeExecution('table-cleanup', buildTableCleanupExecution)
 registerOfficeExecution('contract-brief', buildContractBriefExecution)
 registerOfficeExecution('interview-summary', buildInterviewSummaryExecution)
 registerOfficeExecution('longform-writing', buildLongformExecution)
 registerOfficeExecution('ocr-understanding', buildOcrExecution)
 registerOfficeExecution('policy-rewrite', buildPolicyRewriteExecution)
-registerOfficeExecution('proposal-summary', buildProposalSummaryExecution)
-registerOfficeExecution('survey-summary', buildSurveySummaryExecution)
-registerOfficeExecution('text-toolkit', buildTextToolkitExecution)
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.policy-rewrite',
  code: 'EAI-T-214',
  key: 'policy-rewrite',
-  label: '制度改写',
+  label: '公文辅助写作（制度）',
  category: 'writing',
  artifactType: 'document',
  fileFormat: 'md',
  color: '#6d28d9',
-  description: '把制度、规范和说明文本重写成更清楚、更统一的正式版本，并补出修订说明。',
+  description: '通知、报告、函，一键起草。 操作：选择「公文辅助写作」→ 用自然语言描述公文内容 → AI 自动生成符合规范的公文初稿，字体字号符合标准',
  defaultPrompt: '把这份报销制度改写成更正式清晰的版本',
  resultTitle: '制度改写稿',
  summary: '已将原制度改写为更清楚统一的正式版本，并补了修订说明和执行提示。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.ppt-generation',
  code: 'EAI-T-201',
  key: 'ppt-generation',
-  label: 'PPT 生成',
+  label: '一键生成 PPT',
  category: 'document',
  artifactType: 'presentation',
  fileFormat: 'pptx',
  color: '#4f46e5',
-  description: '根据主题、受众和材料，先整理演示逻辑，再生成可继续细化的演示文稿骨架。',
+  description: '从资料到演示文稿，一步到位。 操作：在「智能助手」中上传资料或录音 → 说"基于这份资料生成一份 8 页 PPT" → 下载 .pptx 文件，每页标题清晰、要点完整',
  defaultPrompt: '为季度经营复盘生成一版 8 页 PPT 大纲',
  resultTitle: '演示文稿骨架',
  summary: '已按主题、受众和页数要求整理出演示逻辑，并给出可继续细化的文稿骨架。',
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.progress-report',
  code: 'EAI-T-211',
  key: 'progress-report',
-  label: '周报 / 日报',
+  label: '一键周报',
  category: 'report',
  artifactType: 'document',
  fileFormat: 'md',
  color: '#16a34a',
-  description: '把工作记录、聊天记录和事项进展整理成日报、周报或阶段同步，补齐风险和下步计划。',
+  description: '把一周的日报丢给智能体，自动归纳重点工作、进展与下周计划，生成结构化周报，直接提交。',
  defaultPrompt: '根据这些工作记录整理一版项目周报',
  resultTitle: '进展汇报草稿',
  summary: '已整理出本期进展、风险事项和下一步计划，方便直接同步给负责人。',
@@ -1,115 +0,0 @@
-import {
-  buildProjectStageRows,
-  extractPoints,
-  parseStructuredFields,
-  pickTopic,
-  slugify,
-} from '@/skills/shared/officeArtifacts'
-
-export function buildExecution(inputText = '') {
-  const { fields, bodyText } = parseStructuredFields(inputText, {
-    topic: ['项目', '项目名称', '主题', 'topic'],
-    deadline: ['时间要求', '截止时间', 'deadline'],
-    owner: ['负责人', 'owner'],
-    goal: ['目标', 'goal'],
-    start: ['开始时间', '启动时间', 'start'],
-  })
-  const topic = fields.topic || pickTopic(bodyText || inputText, '项目规划')
-  const deadline = fields.deadline || '待确认'
-  const owner = fields.owner || '待指定'
-  const goal = fields.goal || '先明确目标、阶段、依赖和协同方式'
-  const start = fields.start || '尽快启动'
-  const points = extractPoints(bodyText || inputText, [
-    '明确目标、范围和成功标准',
-    '梳理关键里程碑与交付节点',
-    '安排执行分工与协同节奏',
-    '识别风险与外部依赖',
-  ])
-  const stageRows = buildProjectStageRows(points, owner, deadline)
-  const planContent = [
-    `# ${topic}`,
-    '',
-    '## 项目目标',
-    `围绕“${topic}”整理一版可执行的项目规划，先确保目标、阶段和依赖都清楚。`,
-    `- 负责人：${owner}`,
-    `- 启动时间：${start}`,
-    `- 时间要求：${deadline}`,
-    `- 总体目标：${goal}`,
-    '',
-    '## 阶段安排',
-    '### 阶段 1：启动与对齐',
-    `- ${points[0] || '明确目标和边界'}`,
-    '### 阶段 2：执行与推进',
-    `- ${points[1] || '推进关键里程碑和核心交付'}`,
-    '### 阶段 3：验收与收口',
-    `- ${points[2] || '完成验收、复盘和沉淀'}`,
-  ].join('\n').trim()
-  const milestoneContent = [
-    '# 里程碑清单',
-    '',
-    ...points.slice(0, 5).map((item, index) => `${index + 1}. M${index + 1}：${item}`),
-  ].join('\n').trim()
-  const riskContent = [
-    '# 风险与依赖',
-    '',
-    `- 风险 1：${points[3] || '关键依赖尚未完全明确'}`,
-    '- 风险 2：跨团队协同节奏可能影响排期',
-    '- 建议：将关键依赖提前前置到周会或启动会确认',
-  ].join('\n').trim()
-  const ganttContent = [
-    '# 阶段排期表',
-    '',
-    '| 阶段 | 时间窗 | 负责人 | 目标 | 交付物 |',
-    '| --- | --- | --- | --- | --- |',
-    ...stageRows.map((item) => `| ${item.stage} | ${item.window} | ${item.owner} | ${item.goal} | ${item.output} |`),
-  ].join('\n').trim()
-  const slug = slugify(topic, 'project-planning')
-
-  return {
-    title: '项目规划草案',
-    summary: `已按“${topic} / ${deadline}”整理出阶段计划、里程碑和风险清单。`,
-    highlights: ['阶段计划清晰', '会识别负责人、时间要求和项目目标', '新增可直接评审的阶段排期表'],
-    artifacts: [
-      {
-        key: 'project-plan',
-        title: '项目计划',
-        description: '适合直接评审和继续细化的主计划。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}.md`,
-        content: planContent,
-      },
-      {
-        key: 'milestones',
-        title: '里程碑清单',
-        description: '关键节点和交付节奏的简洁版列表。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-milestones.md`,
-        content: milestoneContent,
-      },
-      {
-        key: 'risks',
-        title: '风险清单',
-        description: '项目推进前需要确认的风险与依赖。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-risks.md`,
-        content: riskContent,
-      },
-      {
-        key: 'schedule',
-        title: '阶段排期表',
-        description: '更接近甘特视角的阶段、时间窗和交付物表。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-schedule.md`,
-        content: ganttContent,
-      },
-    ],
-  }
-}
@@ -1,19 +0,0 @@
-import { createOfficeSkillManifest } from '@/skills/contracts/manifest'
-
-export default createOfficeSkillManifest({
-  id: 'eai.project-planning',
-  code: 'EAI-T-207',
-  key: 'project-planning',
-  label: '项目规划',
-  category: 'planning',
-  artifactType: 'plan',
-  fileFormat: 'md',
-  color: '#2563eb',
-  description: '根据目标、约束和现状整理项目阶段、里程碑、执行分工和风险清单。',
-  defaultPrompt: '为新产品上线项目整理一版执行计划和里程碑',
-  resultTitle: '项目规划草案',
-  summary: '已把目标拆成阶段计划、里程碑和风险项，方便直接进入执行或评审。',
-  highlights: ['适合启动、排期和推进对齐', '默认沉淀阶段计划与风险清单', '结果适合继续流转到任务治理'],
-  taskPlanTitle: '项目规划流程',
-  planSteps: ['明确目标边界', '拆解阶段路径', '整理里程碑', '补齐风险与依赖'],
-})
@@ -1,78 +0,0 @@
-import {
-  extractPoints,
-  pickTopic,
-  slugify,
-} from '@/skills/shared/officeArtifacts'
-
-export function buildExecution(inputText = '') {
-  const topic = pickTopic(inputText, '方案摘要')
-  const points = extractPoints(inputText, [
-    '明确方案目标和解决的问题',
-    '提炼核心价值与收益',
-    '压缩关键实施路径',
-    '明确需要决策的事项',
-  ])
-  const summaryContent = [
-    `# ${topic}`,
-    '',
-    '## 核心结论',
-    `${topic} 已压缩为适合汇报和快速预读的摘要版本，重点保留目标、价值点和实施建议。`,
-    '',
-    '## 关键亮点',
-    ...points.slice(0, 4).map((item) => `- ${item}`),
-    '',
-    '## 实施建议',
-    '- 建议先确认资源与排期',
-    '- 建议围绕高优先级场景先落一版 MVP',
-    '- 建议同步关键负责人做进一步评审',
-  ].join('\n').trim()
-  const highlightsContent = [
-    '# 亮点清单',
-    '',
-    ...points.slice(0, 5).map((item, index) => `${index + 1}. ${item}`),
-  ].join('\n').trim()
-  const briefingContent = [
-    `【${topic} 摘要】`,
-    ...points.slice(0, 3).map((item, index) => `${index + 1}. ${item}`),
-    '建议按上述结论进入下一步决策或评审。',
-  ].join('\n').trim()
-  const slug = slugify(topic, 'proposal-summary')
-
-  return {
-    title: '方案摘要稿',
-    summary: '已提炼出方案核心结论、价值亮点和实施建议，适合快速汇报或同步。',
-    highlights: ['适合方案汇报和管理层预读', '自动压缩价值点与实施路径', '默认沉淀摘要正文和亮点清单'],
-    artifacts: [
-      {
-        key: 'summary',
-        title: '方案摘要',
-        description: '适合直接汇报或继续细化的主摘要。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}.md`,
-        content: summaryContent,
-      },
-      {
-        key: 'highlights',
-        title: '亮点清单',
-        description: '压缩提炼后的价值点列表。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-highlights.md`,
-        content: highlightsContent,
-      },
-      {
-        key: 'briefing',
-        title: '汇报短版',
-        description: '适合发群或口头汇报前快速同步的短摘要。',
-        kind: 'text',
-        fileFormat: 'txt',
-        mimeType: 'text/plain;charset=utf-8',
-        downloadName: `${slug}-briefing.txt`,
-        content: briefingContent,
-      },
-    ],
-  }
-}
@@ -1,19 +0,0 @@
-import { createOfficeSkillManifest } from '@/skills/contracts/manifest'
-
-export default createOfficeSkillManifest({
-  id: 'eai.proposal-summary',
-  code: 'EAI-T-210',
-  key: 'proposal-summary',
-  label: '方案摘要',
-  category: 'summary',
-  artifactType: 'document',
-  fileFormat: 'md',
-  color: '#9333ea',
-  description: '把长方案、材料包和售前文档压缩成高密度摘要，保留核心结论、价值点和实施建议。',
-  defaultPrompt: '把这份解决方案压成一版管理层可读摘要',
-  resultTitle: '方案摘要稿',
-  summary: '已提炼出方案核心结论、价值亮点和实施建议，适合快速汇报或同步。',
-  highlights: ['适合方案汇报和管理层预读', '自动压缩价值点与实施路径', '默认沉淀摘要正文和亮点清单'],
-  taskPlanTitle: '方案摘要流程',
-  planSteps: ['识别方案目标', '提炼核心亮点', '压缩实施路径', '输出摘要版本'],
-})
@@ -6,8 +6,9 @@ import {

 export default createSkillManifest({
  key: 'report-generation',
-  label: '报告生成',
-  caption: '材料归并 / 结构规划 / 正式输出',
+  label: '一键生成报告',
+  caption: '聊完天，PDF/Word 报告就写好了。',
+  description: '聊完天，PDF/Word 报告就写好了。 操作：在「智能助手」中上传资料或讨论要点 → 说"帮我做成 PDF 报告"或"整理成 Word" → AI 自动生成结构化内容，排版为正式文档，一键下载',
  color: '#9c27b0',
  skillTags: ['日报周报', '复盘总结', '章节规划', '管理摘要'],
  workflowSchema: [
@@ -6,8 +6,9 @@ import {

 export default createSkillManifest({
  key: 'smart-assistant',
-  label: '通用助手',
-  caption: '对话 / 任务拆解 / 文案生成',
+  label: '智能助手',
+  caption: '说句话，复杂任务自动完成。',
+  description: '说句话，复杂任务自动完成。 操作：打开「智能助手」，用自然语言描述目标 → 可拖入多份文件、关联知识库 → 助手自动拆解为「计划→执行→验证→交付」，全程可见可控',
  color: '#409eff',
  skillTags: ['任务澄清', '方案拆解', '对象分派', '交付起步'],
  workflowSchema: [
@@ -1,77 +0,0 @@
-import {
-  extractPoints,
-  pickTopic,
-  slugify,
-} from '@/skills/shared/officeArtifacts'
-
-export function buildExecution(inputText = '') {
-  const topic = pickTopic(inputText, '问卷汇总')
-  const points = extractPoints(inputText, [
-    '参与者的主要反馈方向',
-    '高频问题或不满意点',
-    '值得保留的积极反馈',
-    '后续改进建议',
-  ])
-  const reportContent = [
-    `# ${topic}`,
-    '',
-    '## 汇总结论',
-    ...points.slice(0, 4).map((item) => `- ${item}`),
-    '',
-    '## 汇总说明',
-    '已把表单和问卷结果压缩成便于阅读和决策的汇总结论。',
-  ].join('\n').trim()
-  const findingsContent = [
-    '# 重点发现',
-    '',
-    `- 发现 1：${points[0] || '参与者主要关注体验和执行效果'}`,
-    `- 发现 2：${points[1] || '部分问题集中在流程或内容安排上'}`,
-    `- 发现 3：${points[2] || '已有若干积极反馈值得继续保留'}`,
-  ].join('\n').trim()
-  const actionsContent = [
-    '# 改进建议',
-    '',
-    `- [ ] ${points[3] || '根据汇总结果制定下一步改进动作'}`,
-    '- [ ] 对高频问题安排专项优化',
-    '- [ ] 向负责人同步汇总结论和优先级建议',
-  ].join('\n').trim()
-  const slug = slugify(topic, 'survey-summary')
-
-  return {
-    title: '问卷汇总稿',
-    summary: '已整理出表单结果汇总、重点发现和改进建议，方便直接同步给负责人。',
-    highlights: ['适合反馈表、报名表、调查问卷', '自动压缩重点发现和改进建议', '默认沉淀汇总报告和行动建议'],
-    artifacts: [
-      {
-        key: 'report',
-        title: '汇总报告',
-        description: '适合直接汇报或继续细化的主报告。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}.md`,
-        content: reportContent,
-      },
-      {
-        key: 'findings',
-        title: '重点发现',
-        description: '从表单结果中提炼出的关键发现。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-findings.md`,
-        content: findingsContent,
-      },
-      {
-        key: 'actions',
-        title: '改进建议',
-        description: '建议后续继续推进的改进行动。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-actions.md`,
-        content: actionsContent,
-      },
-    ],
-  }
-}
@@ -1,19 +0,0 @@
-import { createOfficeSkillManifest } from '@/skills/contracts/manifest'
-
-export default createOfficeSkillManifest({
-  id: 'eai.survey-summary',
-  code: 'EAI-T-215',
-  key: 'survey-summary',
-  label: '表单问卷汇总',
-  category: 'report',
-  artifactType: 'report',
-  fileFormat: 'md',
-  color: '#2563eb',
-  description: '把问卷、报名表和收集表单结果整理成汇总报告、重点发现和后续动作建议。',
-  defaultPrompt: '把这批培训反馈问卷整理成汇总结论和改进建议',
-  resultTitle: '问卷汇总稿',
-  summary: '已整理出表单结果汇总、重点发现和改进建议，方便直接同步给负责人。',
-  highlights: ['适合反馈表、报名表、调查问卷', '自动压缩重点发现和改进建议', '默认沉淀汇总报告和行动建议'],
-  taskPlanTitle: '问卷汇总流程',
-  planSteps: ['归并表单结果', '提炼重点发现', '整理问题与建议', '输出汇总版本'],
-})
@@ -4,12 +4,12 @@ export default createOfficeSkillManifest({
  id: 'eai.table-cleanup',
  code: 'EAI-T-209',
  key: 'table-cleanup',
-  label: '表格整理',
+  label: '知识库表格视图',
  category: 'data',
  artifactType: 'table',
  fileFormat: 'md',
  color: '#475569',
-  description: '把零散字段、半结构化列表和杂乱数据整理成清晰表格，并补出字段说明与清洗备注。',
+  description: '几十份文件秒变一张表。 操作：所有文件拖入知识库 → 切换到「表格视图」，AI 自动发现共有字段 → 自动生成表格，可排序、编辑、一键导出 Excel',
  defaultPrompt: '把这批客户跟进记录整理成结构化表格',
  resultTitle: '表格整理结果',
  summary: '已把输入内容整理成结构化表格，并补了字段说明和清洗备注。',
@@ -1,62 +0,0 @@
-import {
-  meaningfulLines,
-  pickTopic,
-  slugify,
-} from '@/skills/shared/officeArtifacts'
-
-function stripMarkdown(text) {
-  return meaningfulLines(String(text || '')
-    .replace(/```[\s\S]*?```/g, '')
-    .replace(/`([^`]+)`/g, '$1')
-    .replace(/\[(.*?)\]\((.*?)\)/g, '$1')
-    .replace(/[*_>#-]+/g, ' '))
-    .join('\n')
-}
-
-export function buildExecution(inputText = '') {
-  const cleaned = stripMarkdown(inputText)
-  const chars = cleaned.length
-  const lines = meaningfulLines(cleaned).length
-  const statsContent = [
-    '# 文本统计',
-    '',
-    `- 字符数：${chars}`,
-    `- 行数：${lines}`,
-    `- 原始长度：${String(inputText || '').trim().length}`,
-    '',
-    '## 处理说明',
-    '- 已移除常见 Markdown 标记',
-    '- 已压缩多余空行',
-    '- 已保留正文可读性',
-  ].join('\n')
-  const topic = pickTopic(inputText, 'cleaned-text')
-  const slug = slugify(topic, 'text-toolkit')
-
-  return {
-    title: '清洗后文本',
-    summary: '已完成 Markdown 去噪、格式整理和文本统计，可直接下载或复制结果。',
-    highlights: ['去 Markdown 噪音', '输出文本统计', '适合高频复制到 Word / IM 场景'],
-    artifacts: [
-      {
-        key: 'cleaned',
-        title: '清洗后文本',
-        description: '适合直接粘贴到文档或聊天工具。',
-        kind: 'text',
-        fileFormat: 'txt',
-        mimeType: 'text/plain;charset=utf-8',
-        downloadName: `${slug}.txt`,
-        content: cleaned,
-      },
-      {
-        key: 'stats',
-        title: '文本统计',
-        description: '记录本次清洗和统计结果。',
-        kind: 'text',
-        fileFormat: 'md',
-        mimeType: 'text/markdown;charset=utf-8',
-        downloadName: `${slug}-stats.md`,
-        content: statsContent,
-      },
-    ],
-  }
-}
@@ -1,19 +0,0 @@
-import { createOfficeSkillManifest } from '@/skills/contracts/manifest'
-
-export default createOfficeSkillManifest({
-  id: 'eai.text-toolkit',
-  code: 'EAI-T-204',
-  key: 'text-toolkit',
-  label: '文本处理',
-  category: 'text',
-  artifactType: 'document',
-  fileFormat: 'md',
-  color: '#334155',
-  description: '用于去 Markdown 符号、格式整理、文本统计与批量清洗，让复制出来的内容更适合继续使用。',
-  defaultPrompt: '把这段 AI 回答清洗成适合粘贴到 Word 的纯文本',
-  resultTitle: '清洗后文本',
-  summary: '已按文本处理工具箱模式整理好内容，方便继续复制、统计或二次编辑。',
-  highlights: ['去 Markdown 噪音', '统一段落和标点', '适合高频复制粘贴场景'],
-  taskPlanTitle: '文本处理流程',
-  planSteps: ['识别清洗目标', '去除噪音符号', '统一格式与标点', '输出可复用文本'],
-})
@@ -171,38 +171,6 @@ export function buildCsvText(columns, rows) {
    .join('\n')
 }

-export function splitSimpleList(value) {
-  return [...new Set(
-    String(value || '')
-      .split(/[，,、/；;\n]/)
-      .map((item) => item.trim())
-      .filter(Boolean),
-  )]
-}
-
-export function buildProjectStageRows(points, owner, deadline) {
-  const labels = ['阶段 1', '阶段 2', '阶段 3', '阶段 4']
-  const windows = ['第 1 周', '第 2 周', '第 3 周', deadline || '收口前']
-  return labels.map((label, index) => ({
-    stage: label,
-    window: windows[index] || `第 ${index + 1} 周`,
-    goal: points[index] || `补充 ${label} 目标`,
-    owner: owner || '待指定',
-    output: index === 0 ? '目标确认' : index === 1 ? '阶段交付' : index === 2 ? '验收材料' : '收口结论',
-  }))
-}
-
-export function buildEmailSubjectVariants(topic, purpose) {
-  const base = String(topic || '事项').trim()
-  const context = String(purpose || '').trim()
-  return [
-    `${base} - 请协助确认`,
-    `${base} - 需要回复`,
-    `${base} - 进展同步`,
-    context ? `${base} - ${context.slice(0, 12)}` : `${base} - 待处理提醒`,
-  ]
-}
-
 export function splitFocusKeywords(value) {
  return [...new Set(
    String(value || '')
@@ -76,8 +76,26 @@ function normalizeSkillTags(remote, fallback) {
  ].map((item) => String(item || '').trim()).filter(Boolean)
 }

+function parseInteractionCard(item) {
+  const raw = safeParse(item?.interaction_card_json, null)
+  if (raw && typeof raw === 'object' && String(raw?.greeting || '').trim()) {
+    return {
+      greeting: String(raw.greeting || '').trim(),
+      tagline: String(raw.tagline || '').trim(),
+      openingPrompt: String(raw.opening_prompt || '').trim(),
+      relationshipToUser: String(raw.relationship_to_user || '').trim(),
+      tone: String(raw.tone || '').trim(),
+      starterPrompts: Array.isArray(raw.starter_prompts)
+        ? raw.starter_prompts.map((p) => String(p || '').trim()).filter(Boolean)
+        : [],
+    }
+  }
+  return null
+}
+
 function normalizeSkill(item) {
  const fallback = getStaticSkillByKey(item?.key)
+  const cardFromBackend = parseInteractionCard(item)
  const starterPrompts = safeParse(item?.starter_prompts_json, [])
  const remote = {
    ...item,
@@ -86,7 +104,7 @@ function normalizeSkill(item) {
    display_code: String(item?.display_code || '').trim() || String(fallback?.display_code || '').trim(),
    eailogic_code: String(item?.eailogic_code || '').trim() || String(fallback?.eailogic_code || '').trim(),
    caption: String(item?.description || '').trim() || String(fallback?.caption || '').trim(),
-    color: String(fallback?.color || '#409eff').trim(),
+    color: String(item?.color || fallback?.color || '#409eff').trim(),
    objectEntryRoute:
      String(item?.object_entry_route || '').trim() ||
      String(fallback?.objectEntryRoute || '').trim(),
@@ -102,7 +120,16 @@ function normalizeSkill(item) {
    skillTags: normalizeSkillTags(item, fallback),
    workflowSchema: normalizeWorkflowSchema(item, fallback),
    artifactSchema: normalizeArtifactSchema(item?.artifact_schema_json, fallback),
-    interactionCard: buildFallbackInteractionCard(remote, fallback),
+    interactionCard: cardFromBackend
+      ? {
+          ...cardFromBackend,
+          starterPrompts: cardFromBackend.starterPrompts.length
+            ? cardFromBackend.starterPrompts
+            : (remote.starterPrompts.length
+              ? remote.starterPrompts
+              : (fallback?.interactionCard?.starterPrompts || [])),
+        }
+      : buildFallbackInteractionCard(remote, fallback),
  }
 }

@@ -2,28 +2,16 @@ import { withObjectCodes } from '@/utils/objectCode'
 import { createRegistry } from '@/specialists/core/registry'
 import contractReviewManifest from '@/specialists/packages/contract-review/manifest'
 import solutionProposalManifest from '@/specialists/packages/solution-proposal/manifest'
-import trainingDeliveryManifest from '@/specialists/packages/training-delivery/manifest'
-import knowledgeOperationsManifest from '@/specialists/packages/knowledge-operations/manifest'
-import processCoordinationManifest from '@/specialists/packages/process-coordination/manifest'
-import reportGenerationManifest from '@/specialists/packages/report-generation/manifest'
 import wechatOfficialAccountManifest from '@/specialists/packages/wechat-official-account/manifest'
-import logisticsFulfillmentManifest from '@/specialists/packages/logistics-fulfillment/manifest'
-import hrEmailSorterManifest from '@/specialists/packages/hr-email-sorter/manifest'
+import customerFollowupManifest from '@/specialists/packages/customer-followup/manifest'
 import resumeProcessorManifest from '@/specialists/packages/resume-processor/manifest'
-import presentationBriefingManifest from '@/specialists/packages/presentation-briefing/manifest'

 const builtinSpecialistRegistry = createRegistry([
  contractReviewManifest,
  solutionProposalManifest,
-  trainingDeliveryManifest,
-  knowledgeOperationsManifest,
-  processCoordinationManifest,
-  reportGenerationManifest,
  wechatOfficialAccountManifest,
-  logisticsFulfillmentManifest,
-  hrEmailSorterManifest,
+  customerFollowupManifest,
  resumeProcessorManifest,
-  presentationBriefingManifest,
 ])

 export function getBuiltinSpecialistRegistry() {
@@ -0,0 +1,27 @@
+import { createSpecialistManifest } from '@/specialists/contracts/manifest'
+
+export default createSpecialistManifest({
+  key: 'customer-followup',
+  label: '客户跟进专员',
+  tier: 'industry',
+  specialistMode: 'adw',
+  marketTag: '试用',
+  summary: '整理客户资料、识别意向并推进会议预约',
+  status: '3 个客户待联系',
+  risk: '1 个高意向待确认',
+  color: '#e6a23c',
+  stage: '首轮触达',
+  progress: 46,
+  interactionCard: {
+    greeting: '我是客户跟进专员，可以帮你整理客户资料、判断客户意向，并把联系和预约动作继续往前推。',
+    tagline: '把客户线索、跟进动作和会议预约收在一条推进线上。',
+    openingPrompt: '把客户资料、沟通背景和这轮目标发给我，我先帮你梳理跟进优先级。',
+    relationshipToUser: '你的客户推进协作搭档',
+    starterPrompts: [
+      '先把这些客户资料整理成一张跟进清单',
+      '帮我判断这些客户的意向等级',
+      '给我一版首轮联系话术和会议邀约建议',
+      '把本周待跟进客户排成优先级列表',
+    ],
+  },
+})
@@ -1,26 +0,0 @@
-import { createSpecialistManifest } from '@/specialists/contracts/manifest'
-
-export default createSpecialistManifest({
-  key: 'hr-email-sorter',
-  label: 'HR 邮件整理专员',
-  tier: 'industry',
-  specialistMode: 'dw',
-  marketTag: '试用',
-  summary: '识别并整理招聘邮箱中的简历邮件',
-  status: '3 封待处理',
-  risk: '0 个异常',
-  color: '#409eff',
-  stage: '邮件处理',
-  progress: 0,
-  interactionCard: {
-    greeting: '我是 HR 邮件整理专员，可以帮你识别、分类并整理招聘邮箱里的邮件。',
-    tagline: '把招聘邮箱里的内容收成可继续处理的人才线索。',
-    openingPrompt: '把邮件内容或整理目标告诉我，我先帮你分组归档。',
-    relationshipToUser: '你的招聘整理协作搭档',
-    starterPrompts: [
-      '帮我整理今天收到的招聘邮件',
-      '把这些邮件按岗位和优先级分类',
-      '先筛出适合继续跟进的候选人邮件',
-    ],
-  },
-})
@@ -1,26 +0,0 @@
-import { createSpecialistManifest } from '@/specialists/contracts/manifest'
-
-export default createSpecialistManifest({
-  key: 'logistics-fulfillment',
-  label: '履约跟单专员',
-  tier: 'industry',
-  specialistMode: 'adw',
-  marketTag: '试用',
-  summary: '美西航线本周履约看板',
-  status: '1 个异常',
-  risk: '2 个节点延迟',
-  color: '#e6a23c',
-  stage: '异常处置',
-  progress: 49,
-  interactionCard: {
-    greeting: '我是履约跟单专员，可以帮你跟进节点、识别异常并整理处置建议。',
-    tagline: '把履约过程里的异常、催办和交付节奏收在一条线上。',
-    openingPrompt: '把当前订单、节点和异常情况发给我，我先帮你排查。',
-    relationshipToUser: '你的履约协作搭档',
-    starterPrompts: [
-      '帮我梳理这票货当前的履约状态',
-      '把这些延迟节点整理成跟单清单',
-      '针对这次异常给我一版处置建议',
-    ],
-  },
-})
@@ -2,22 +2,23 @@ import { createSpecialistManifest } from '@/specialists/contracts/manifest'

 export default createSpecialistManifest({
  key: 'resume-processor',
-  label: '简历处理专员',
+  label: '招聘筛选专员',
  tier: 'industry',
  specialistMode: 'dw',
  marketTag: '试用',
-  summary: '筛选候选人并安排面试',
-  status: '5 份待筛选',
+  summary: '收拢招聘邮件、筛选候选人并推进面试',
+  status: '5 份待筛选 / 3 封待归档',
  risk: '1 个匹配待确认',
  color: '#67c23a',
-  stage: '简历筛选',
+  stage: '候选人筛选',
  progress: 0,
  interactionCard: {
-    greeting: '我是简历处理专员，可以帮你筛选候选人、整理匹配理由并安排后续动作。',
-    tagline: '把简历筛选从海量阅读变成结构化判断。',
-    openingPrompt: '告诉我岗位要求和筛选标准，我先帮你做一轮初筛。',
+    greeting: '我是招聘筛选专员，可以先收拢招聘邮件与候选人资料，再完成筛选、排序和后续面试推进。',
+    tagline: '把招聘入口整理、候选人筛选和后续推进收成一条闭环。',
+    openingPrompt: '告诉我岗位要求、招聘邮箱情况和筛选标准，我先帮你做一轮归档与初筛。',
    relationshipToUser: '你的招聘筛选协作搭档',
    starterPrompts: [
+      '先把今天收到的招聘邮件和附件归档成候选人清单',
      '根据这个 JD 帮我筛选一批候选人',
      '把这些简历按匹配度排序',
      '帮我整理一版面试建议和待确认点',
@@ -1,26 +0,0 @@
-import { createSpecialistManifest } from '@/specialists/contracts/manifest'
-
-export default createSpecialistManifest({
-  key: 'training-delivery',
-  label: '培训交付专员',
-  tier: 'generic',
-  specialistMode: 'dw',
-  marketTag: '已安装',
-  summary: '新人销售训练营第 3 周',
-  status: '5 个进行中',
-  risk: '0 个异常',
-  color: '#67c23a',
-  stage: '交付归档',
-  progress: 84,
-  interactionCard: {
-    greeting: '我是培训交付专员，可以帮你推进训练计划、交付节点和归档结果。',
-    tagline: '把培训交付从排期、推进到归档串成闭环。',
-    openingPrompt: '把交付背景、学员范围和目标发给我，我来帮你推进。',
-    relationshipToUser: '你的培训交付协作搭档',
-    starterPrompts: [
-      '帮我整理这期训练营的交付计划',
-      '把这些交付节点汇总成执行清单',
-      '根据培训记录生成交付归档说明',
-    ],
-  },
-})
@@ -2,7 +2,7 @@ import { createSpecialistManifest } from '@/specialists/contracts/manifest'

 export default createSpecialistManifest({
  key: 'wechat-official-account',
-  label: '公众号助手',
+  label: '公众号专员',
  tier: 'generic',
  specialistMode: 'dw',
  marketTag: '已安装',
@@ -13,7 +13,7 @@ export default createSpecialistManifest({
  stage: '正文创作',
  progress: 0,
  interactionCard: {
-    greeting: '我是公众号助手，可以帮你把选题、提纲、正文和发布准备串起来。',
+    greeting: '我是公众号专员，可以帮你把选题、提纲、正文和发布准备串起来。',
    tagline: '把内容创作流程从想法推进到可发布。',
    openingPrompt: '告诉我主题、受众和语气，我先帮你起草内容结构。',
    relationshipToUser: '你的内容创作协作搭档',
@@ -1,5 +1,5 @@
 /* EAI 数字员工平台 — 全局样式 */
-/* 参考：docs/08_Design_Rules/DR01_Theme_System.md */
+/* 参考：docs/08_Design_Rules/DR01_主题系统.md */

 :root {
  --nav-width: 189px;