nexus/wiki/log.md

[2026-04-21] ingest | Marketing Carousel Growth Engine

• Source file: raw/Agent/agency-agents/marketing/marketing-carousel-growth-engine.md
• Status: ✅ 成功摄入
• Summary: TikTok/Instagram 轮播内容自动生成与发布系统，通过 Playwright 网站分析、Gemini 图片生成、Upload-Post API 发布实现每日自主内容生产。核心理念：6-slide 叙事结构确保转化，数据驱动反馈循环持续优化。关键指标：每日 1 个轮播、20%+ 月均观看增长、5%+ 参与率、90%+ 视觉验证通过率。
• Concepts created: Carousel Narrative Arc, Analytics Feedback Loop, Visual Coherence Engine, Autonomous QA
• Entities created: Gemini API, Upload-Post API, Playwright
• Source page: wiki/sources/marketing-carousel-growth-engine.md
• Notes: The Agency 营销团队成员；与其他营销 Agent 形成矩阵覆盖（内容创作→平台发布→数据分析→迭代优化）；自主质量保证系统实现零人工干预

[2026-04-21] ingest | Marketing Private Domain Operator

• Source file: raw/Agent/agency-agents/marketing/marketing-private-domain-operator.md
• Status: ✅ 成功摄入
• Summary: 企业微信（WeCom）私域运营与用户生命周期管理专家智能体，专注 SCRM 系统配置、社群分层运营、用户生命周期自动化和全漏斗转化优化。核心理念：私域本质是建立信任资产，用户留存是因为持续获得超出预期的价值。关键指标：月度好友净增长>15%、社群7天活跃率>35%、新客7天首购转化率>20%、私域用户LTV是公域3倍以上。
• Concepts created: SCRM, 用户生命周期管理, 私域运营（更新）, 社群分层运营, 用户LTV, SOP自动化
• Entities created: WeCom（更新）
• Source page: wiki/sources/marketing-private-domain-operator.md
• Notes: The Agency 营销团队成员；与 Marketing Kuaishou Strategist 的私域运营形成互补（WeCom vs 快手）；核心差异：VIP社群转化率12.3% vs 福利群3.1%，证明高价值用户聚焦运营优于泛运营

[2026-04-21] ingest | Marketing Short-Video Editing Coach

• Source file: raw/Agent/agency-agents/marketing/marketing-short-video-editing-coach.md
• Status: ✅ 成功摄入
• Summary: 短视频剪辑技术教练智能体，覆盖 CapCut Pro、Premiere Pro、DaVinci Resolve、Final Cut Pro 全流程后期制作。核心能力：剪辑思维、构图语言、调色分级、音频工程、运动图形、字幕设计、多平台适配、AI辅助剪辑。核心信条：软件是工具，叙事是灵魂；每帧必有其用。关键指标：完播率 > 品类平均 1.5 倍，剪辑效率模板化后 3 分钟视频 < 45 分钟。
• Concepts created: 短视频剪辑, 调色分级, 音频工程, 运动图形, 字幕设计, AI辅助剪辑, 卡点, 速度曲线, LUT
• Entities created: CapCut Pro, Adobe Premiere Pro, DaVinci Resolve, Final Cut Pro
• Source page: wiki/sources/marketing-short-video-editing-coach.md
• Notes: The Agency 营销团队成员；剪辑软件决策树：日均短视频效率优先→CapCut Pro、商业项目AE集成→Premiere Pro、严苛调色预算有限→DaVinci Resolve、Mac用户→Final Cut Pro

[2026-04-21] ingest | Marketing Social Media Strategist

• Source file: raw/Agent/agency-agents/marketing/marketing-social-media-strategist.md
• Status: ✅ 成功摄入
• Summary: 跨平台社交媒体策略智能体，专精 LinkedIn、Twitter 及专业社交平台。核心能力：跨平台策略、LinkedIn 运营、Twitter 集成、专业网络社区建设。活动管理、思想领导力开发、分析与归因、内容适配。关键指标：3%+ LinkedIn 参与率、20% 月度覆盖增长、50%+ 内容达标率、30%+ 员工倡导参与率、3x+ 广告回报。
• Concepts created: Cross-Platform Strategy, Thought Leadership, B2B Social Selling, Employee Advocacy, Social Media Analytics, Content Cascade
• Entities created: Twitter Engager（更新）
• Source page: wiki/sources/marketing-social-media-strategist.md
• Notes: The Agency 营销团队成员；与 Twitter Engager 协作（消息协调、内容适配）；Handoff from Content Creator/Trend Researcher/Brand Guardian；Delivers to Analytics Reporter/Growth Hacker/Sales teams

[2026-04-21] ingest | Marketing Kuaishou Strategist

• Source file: raw/Agent/agency-agents/marketing/marketing-kuaishou-strategist.md
• Status: ✅ 成功摄入
• Summary: 快手营销策略专家智能体，专注下沉市场短视频内容、直播带货运营和社区信任建设。核心差异于抖音：真实 > 精致、均衡分发算法、下沉市场 30-50 岁用户、老铁经济信任体系。关键指标：3%+ 直播转化率、38分钟+ 平均观看时长、15%+ 粉丝团月增长。
• Concepts created: 老铁经济, 下沉市场, 均衡分发, 私域运营, 粉丝团
• Entities created: Kuaishou, 老铁, Douyin（更新）
• Source page: wiki/sources/marketing-kuaishou-strategist.md
• Notes: The Agency 营销团队成员；与 Marketing Douyin Strategist 存在平台策略冲突（真实 vs 精致、均衡分发 vs 中心化推荐、下沉市场 vs 一二线城市）

[2026-04-21] ingest | Marketing Weibo Strategist

• Source file: raw/Agent/agency-agents/marketing/marketing-weibo-strategist.md
• Status: ✅ 成功摄入
• Summary: 微博全频谱运营与品牌传播策略专家智能体，专注账号定位、趋势话题运营、Super Topic社区管理、粉丝经济、KOL合作和广告投放。核心信条：微博是公共话语场，核心价值是话语权而非私域流量。病毒传播公式：争议性×低参与门槛×情感共鸣=病毒扩散。
• Concepts created: Trending Topic Operations, Super Topic Community Management, Sentiment Early Warning System, KOL Partnership Pyramid, Fan Economy Operations, Weibo Blue-V, Fan Tunnel
• Entities created: Sina Weibo
• Source page: wiki/sources/marketing-weibo-strategist.md
• Notes: The Agency 营销团队成员；与其他营销 Agent 形成矩阵覆盖（内容创作→平台运营→社区管理→危机应对）

[2026-04-21] ingest | Marketing Video Optimization Specialist

• Source file: raw/Agent/agency-agents/marketing/marketing-video-optimization-specialist.md
• Status: ✅ 成功摄入
• Summary: YouTube 视频营销算法优化与观众留存率提升专家智能体，专注于 CTR 优化、观众留存分析、SEO 元数据优化、缩略图设计和跨平台内容分发（Shorts、Reels、TikTok）。核心交付物：视频优化审计模板（标题/缩略图/章节/SEO元数据）。关键指标：8%+ CTR、50%+ 3分钟留存率、20% AVD 提升、1%+ 订阅转化率。
• Concepts created: The Hook, CTR (Click-Through Rate), Audience Retention, Video SEO, Thumbnail Optimization, Chaptering, Cross-Platform Syndication, Initial Velocity, Session Time Maximization
• Entities created: YouTube（更新）, YouTube Studio, YouTube Algorithm, Shorts, Reels, TikTok
• Source page: wiki/sources/marketing-video-optimization-specialist.md
• Notes: The Agency 营销团队成员；与 Marketing Douyin Strategist 存在算法策略差异（YouTube 重留存/观看时长 vs 抖音重完播率/互动率）；视频优化审计模板为标准化交付物

[2026-04-21] ingest | Marketing Instagram Curator

• Source file: raw/Agent/agency-agents/marketing/marketing-instagram-curator.md
• Status: ✅ 成功摄入
• Summary: Instagram 营销专家智能体，专注于视觉叙事、品牌美学开发和多格式内容优化。核心方法论：四阶段工作流程（品牌美学开发→多格式内容策略→社区建设与电商→性能优化）。目标：3.5%+ 互动率、80%+ Story 完成率、2.5%+ 购物转化率、200+ UGC 月度品牌帖子。
• Concepts created: Visual Brand Development, Multi-Format Content Strategy, Community Building, Social Commerce, UGC (User-Generated Content), Instagram Shopping Mastery, Engagement Rate Optimization, Hashtag Strategy
• Entities created: Instagram（更新）
• Source page: wiki/sources/marketing-instagram-curator.md
• Notes: The Agency 营销团队成员；与 Marketing Reddit Community Builder 同属社交媒体营销但平台策略不同（Instagram 视觉美学 vs Reddit 价值驱动社区）；与 Brand Guardian 关联（品牌美学开发依赖品牌身份定义）

[2026-04-21] ingest | Marketing China E-Commerce Operator

• Source file: raw/Agent/agency-agents/marketing/marketing-china-ecommerce-operator.md
• Status: ✅ 成功摄入
• Summary: 中国电商多平台运营与营销策略专家智能体，覆盖淘宝、天猫、拼多多、京东、抖音店铺全渠道运营。核心方法论：多平台差异化运营、数据驱动决策、利润保护优先、大促提前45-60天准备。涵盖直播带货、平台广告投放、618/双11大促策划全链路。
• Concepts created: 直通车, 万相台, 多多搜索, 京速推, 预售, 跨店满减, 私域运营, 直播电商（已有，更新）
• Entities created: 淘宝, 天猫, 拼多多, 京东, 抖音（更新）
• Source page: wiki/sources/marketing-china-ecommerce-operator.md
• Notes: The Agency 营销团队成员；与 Marketing Cross-Border E-Commerce Specialist、Marketing Douyin Strategist 同属营销智能体系列；直播电商 concept 已存在本次更新；6个新建概念覆盖中国电商核心广告工具和促销机制

[2026-04-21] ingest | Marketing Cross-Border E-Commerce Specialist

• Source file: raw/Agent/agency-agents/marketing/marketing-cross-border-ecommerce.md
• Status: ✅ 成功摄入
• Summary: 全漏斗跨境电商运营策略专家，覆盖 Amazon、Shopee、Lazada、AliExpress、Temu、TikTok Shop 等全球主流平台。核心方法论：平台选品→合规准备→listing优化→广告投放→数据迭代的五步工作流。强调本地化决定 traction、合规决定生存、供应链决定盈利。
• Concepts created: ACOS (Advertising Cost of Sales), FBA (Fulfillment by Amazon), VAT (Value Added Tax), Listing Optimization, Cross-Border Logistics, Compliance & Certification
• Entities created: Amazon, TikTok Shop（更新 The Agency 成员列表）
• Source page: wiki/sources/Marketing-Cross-Border-Ecommerce-Specialist.md
• Notes: The Agency 营销团队成员；Amazon 和 TikTok Shop 为新建 entity；与 Marketing Douyin Strategist 同属营销领域但面向不同市场；合规认证概念（CE/FCC/FDA/WEEE）与 Legal Compliance Checker 关联

[2026-04-21] ingest | Book Co-Author

• Source file: raw/Agent/agency-agents/marketing/marketing-book-co-author.md
• Status: ✅ 成功摄入
• Summary: 战略代笔写作智能体，将语音笔记和碎片化思想转化为结构化的第一人称书籍章节。核心方法论：五步工作流（压力测试brief→定义章节意图→第一人称起草→战略修订→交付修订包）+ 版本化管理。强调作者声音保真、禁止陈词滥调、声明溯源、具体胜于抽象。
• Concepts created: Thought Leadership Book, Ghostwriting, Narrative Architecture, Voice Fidelity, Chapter Blueprint, Versioned Draft
• Entities created: Book Co-Author
• Source page: wiki/sources/marketing-book-co-author.md
• Notes: The Agency 营销团队成员，与 Developer Advocate、Paid Media Ad Creative Strategist 共享工作流模式；Thought Leadership 已存在 concept；The Agency 已存在 entity

[2026-04-21] ingest | Marketing Zhihu Strategist

• Source file: raw/Agent/agency-agents/marketing/marketing-zhihu-strategist.md
• Status: ✅ 成功摄入
• Summary: 知乎营销策略与思想领导力建设智能体，专注于通过真实专业知识分享建立品牌权威，获取精准潜在客户。核心方法论：信誉第一、6阶段工作流（主题定位→问题识别→内容创作→专栏开发→关系建设→绩效优化）。
• Concepts created: Thought Leadership, Lead Generation Funnel
• Entities created: Zhihu
• Source page: wiki/sources/marketing-zhihu-strategist.md
• Notes: The Agency 营销团队成员，与 Marketing Douyin Strategist 同属营销策略智能体；Thought Leadership 和 Lead Generation Funnel 为新建 concept；Zhihu 为新建 entity

[2026-04-21] ingest | Marketing Douyin Strategist

• Source file: raw/Agent/agency-agents/marketing/marketing-douyin-strategist.md
• Status: ✅ 成功摄入
• Summary: 抖音短视频营销与直播带货策略智能体，专注于推荐算法、病毒视频策划、直播电商运营和内容矩阵策略。核心方法论：算法优先思维（完播率>点赞率>评论率>分享率）、黄金3秒钩子、DOUT+精准投放。
• Concepts created: 算法优先思维, 黄金3秒钩子, 直播电商, 内容矩阵
• Entities created: DOU+（抖+）, 千川, Marketing Douyin Strategist
• Source page: wiki/sources/marketing-douyin-strategist.md
• Notes: The Agency 营销团队新成员，与 Healthcare Marketing Compliance Specialist 同属营销合规领域；抖音已存在 entity；内容矩阵 concept 已存在

[2026-04-21] ingest | Multi-Agent Workflow: Startup MVP with Persistent Memory

• Source file: raw/Agent/agency-agents/examples/workflow-with-memory.md
• Status: ✅ 成功摄入
• Summary: 基于 MCP Memory Server 的多智能体协作工作流，通过 remember/recall/rollback/search 操作实现 agent 间自动上下文存取，解决手动复制粘贴交接、会话超时、多日项目等场景的上下文断裂问题
• Concepts created: Memory Tagging, Rollback Mechanism
• Entities created: RetroBoard
• Source page: wiki/sources/workflow-with-memory.md
• Notes: 与 workflow-startup-mvp.md 是同一项目（RetroBoard）的两个版本（无 Memory vs 有 Memory）；Sprint Prioritizer、UX Researcher、Backend Architect、Frontend Developer、Growth Hacker、Reality Checker 均已存在

[2026-04-21] ingest | Multi-Agent Workflow: Landing Page Sprint

• Source file: raw/Agent/agency-agents/examples/workflow-landing-page.md
• Status: ✅ 成功摄入
• Summary: 多智能体协作在一天内完成高转化率 landing page 开发的 sprint 工作流，通过 4 个专业 Agent（Content Creator、UI Designer、Frontend Developer、Growth Hacker）分阶段并行协作实现
• Concepts created: Multi-Agent Workflow, Parallel Kickoff, Merge Point, Time-boxed
• Entities created: Content Creator, Frontend Developer, FlowSync
• Source page: wiki/sources/multi-agent-workflow-landing-page-sprint.md
• Notes: 与 workflow-startup-mvp 类似，但更聚焦于单日 sprint；Growth Hacker 已存在；UI Designer 已存在于 design-ui-designer.md

[2026-04-20] ingest | Academic Historian Agent

• Source file: raw/Agent/agency-agents/academic/academic-historian.md
• Status: ✅ 成功摄入
• Summary: Academic Historian 是 The Agency 项目中的研究历史学家智能体，具备广泛时间跨度和深厚方法论训练，通过 Annales 学派、微历史、长时段分析等框架验证历史一致性、提供物质文化细节、挑战历史神话
• Concepts created: Period Authenticity Report, Historical Coherence Check, Material Culture, Longue Durée, Microhistory, Anachronism, Annales School
• Entities created: Academic Historian
• Source page: wiki/sources/academic-historian.md
• Notes: 与 Academic Anthropologist、Academic Geographer 同属世界构建团队；强调时间地点精确性，避免泛化历史描述；挑战欧洲中心主义

[2026-04-20] ingest | Security Policy

• Source file: raw/Agent/agency-agents/SECURITY.md
• Status: ✅ 成功摄入
• Summary: Security Policy 定义 agency-agents 项目的安全漏洞报告流程（私下报告、响应时间线）和贡献者安全最佳实践（禁止提交密钥/凭证、提示词注入检测）
• Concepts created: 提示词注入, 安全响应时间线
• Entities created: agency-agents
• Source page: wiki/sources/SECURITY.md
• Notes: Shell 脚本需合并前审查；智能体文件为非可执行提示词定义

[2026-04-20] ingest | Academic Psychologist Agent

• Source file: raw/Agent/agency-agents/academic/academic-psychologist.md
• Status: ✅ 成功摄入
• Summary: Academic Psychologist 是 The Agency 项目中的临床与研究心理学家人格定义智能体，基于 Big Five、依恋理论、Vaillant 防御机制层级、Karpman 戏剧三角、CBT 认知扭曲识别、社会心理学经典实验等框架提供多理论心理学分析范式
• Concepts created: Big Five Personality Framework, 依恋理论, Vaillant 防御机制层级, 认知扭曲, 群体思维, 社会认同理论
• Entities created: Karpman Drama Triangle
• Source page: wiki/sources/academic-psychologist.md
• Notes: 强调文化语境与研究局限性，避免过度诊断；与已有的人格心理学知识体系高度互补

[2026-04-20] ingest | Product Sprint Prioritizer

• Source file: raw/Agent/agency-agents/product/product-sprint-prioritizer.md
• Status: ✅ 成功摄入
• Summary: Product Sprint Prioritizer 是 The Agency 项目中的产品冲刺优先级智能体，专注于敏捷冲刺规划、功能优先排序和资源分配，通过 RICE、MoSCoW、Kano 等数据驱动框架最大化团队效率
• Concepts created: RICE Framework, MoSCoW Method, Kano Model, Team Velocity, Sprint Planning, Capacity Planning, Risk Management
• Entities created: The Agency（更新）
• Source page: wiki/sources/product-sprint-prioritizer.md
• Notes: 核心成功指标：90%+ 故事点交付率、4.5/5 干系人满意度、±10% 时间线偏差；与 Product Feedback Synthesizer 有概念重叠（均涉及 RICE/MoSCoW/Kano）

[2026-04-20] ingest | Narratologist Agent

• Source file: raw/Agent/agency-agents/academic/academic-narratologist.md
• Status: ✅ 成功摄入
• Summary: Narratologist 是 The Agency 项目中的叙事理论专家智能体，基于 Propp、Campbell、McKee、Genette、Barthes、Vogler、Todorov 等经典叙事理论框架提供故事结构分析、角色弧线评估和叙事连贯性诊断
• Concepts created: Propp 叙事形态学, Campbell 英雄之旅, McKee 故事结构, Genette 叙事学, Vogler 作家旅程, Todorov 均衡模型, Barthes 五代码, Character Arc, Story Structure Analysis
• Entities created: The Agency（更新）
• Source page: wiki/sources/academic-narratologist.md
• Notes: 强调 Fabula vs Sjuzhet 区分；每个建议必须基于至少一个命名理论框架；角色弧线必须包含 want/need/lie/transformation 四个检查点

[2026-04-21] ingest | Multi-Agent Workflow: Startup MVP

• Source file: raw/Agent/agency-agents/examples/workflow-startup-mvp.md
• Status: ✅ 成功摄入
• Summary: 多智能体协作从创意到 MVP 交付的完整工作流程，通过 7 个专业角色（Sprint Prioritizer、UX Researcher、Backend Architect、Frontend Developer、Rapid Prototyper、Growth Hacker、Reality Checker）顺序与并行工作，4 周完成 MVP 开发
• Concepts created: Sequential Handoffs, Parallel Work, Quality Gates, Context Passing
• Entities created: Sprint Prioritizer, Rapid Prototyper, Growth Hacker, Reality Checker
• Source page: wiki/sources/workflow-startup-mvp.md
• Notes: 关键模式：顺序交接、并行工作、质量门控、上下文传递；Reality Checker 在 Week 2 中点和 Week 4 Launch 前设置质量门控

[2026-04-21] ingest | Testing Tool Evaluator

• Source file: raw/Agent/agency-agents/testing/testing-tool-evaluator.md
• Status: ✅ 成功摄入
• Summary: Tool Evaluator Agent 是 The Agency 项目中的技术评估与战略工具采纳专家智能体，通过七维度加权评分体系（功能性、可用性、性能、安全性、集成、支持、成本）评估工具，核心成功指标：90% 推荐准确率、85% 采用率、20% 成本降低、25% ROI
• Concepts created: Tool Evaluation Framework, TCO (Total Cost of Ownership), ROI Analysis, Vendor Management
• Entities created: Tool Evaluator Agent
• Source page: wiki/sources/testing-tool-evaluator.md
• Notes: 与 Test Results Analyzer、Evidence Collector、Performance Benchmarker、Reality Checker 共同构成质量保障智能体体系；侧重点为工具选择与供应商评估

[2026-04-20] ingest | Product Trend Researcher

• Source file: raw/Agent/agency-agents/product/product-trend-researcher.md
• Status: ✅ 成功摄入
• Summary: Product Trend Researcher 是 The Agency 项目中的市场情报与趋势研究专家智能体，专注于新兴趋势识别、竞争分析和机会评估，通过七步趋势识别流程提供可操作的洞察驱动产品策略和创新决策
• Concepts created: Trend Analysis, Competitive Intelligence, Technology Scouting, TAM/SAM/SOM, Consumer Behavior Analysis, Technology Adoption Curve, Weak Signal Detection, Predictive Modeling
• Entities created: The Agency（更新）
• Source page: wiki/sources/product-trend-researcher.md
• Notes: 6个月预测准确率目标80%+，领先主流采用3-6个月；Market Research概念已增强更新

[2026-04-20] ingest | Product Manager Agent

• Source file: raw/Agent/agency-agents/product/product-manager.md
• Status: ✅ 成功摄入
• Summary: Product Manager Agent 是 The Agency 项目中的产品经理智能体，定义完整产品生命周期管理框架，涵盖身份设定、核心使命、关键规则、6 阶段工作流程（Discovery → Framing → Definition → Delivery → Launch → Measurement）
• Concepts created: Product Requirements Document (PRD), Opportunity Assessment, Roadmap (Now / Next / Later), RICE评分 (已合并), Go-to-Market Brief, Sprint Health Snapshot, Outcome-Driven Development, Discovery Process
• Entities created: Product Manager Agent
• Source page: wiki/sources/product-manager.md
• Notes: PRD模板、Opportunity Assessment模板、Roadmap模板、GTM Brief模板、Sprint Health模板完整可用；RICE评分已与现有页面合并避免重复

[2026-04-20] ingest | Product Feedback Synthesizer

• Source file: raw/Agent/agency-agents/product/product-feedback-synthesizer.md
• Status: ✅ 成功摄入
• Summary: Product Feedback Synthesizer 是 The Agency 项目中的用户反馈合成专家智能体，专注于从多渠道收集、分析和合成用户反馈，将定性反馈转化为可量化的产品优先级和战略建议
• Concepts created: RICE评分, MoSCoW优先级, Kano模型, NPS分析, Voice of Customer, 流失预测, CSAT, CES
• Entities created: Product Feedback Synthesizer, The Agency（更新）
• Source page: wiki/sources/product-feedback-synthesizer.md
• Notes: 核心价值：从 thousand user voices 提炼出 five things to build next，85%合成反馈导致可衡量决策

[2026-04-20] ingest | Automation Governance Architect

• Source file: raw/Agent/agency-agents/specialized/automation-governance-architect.md
• Status: ✅ 成功摄入
• Summary: Automation Governance Architect 是 The Agency 项目中的自动化治理架构专家智能体，Governance-first 方法评估自动化价值、风险与可维护性，以 n8n 为主要编排工具
• Concepts created: n8n Workflow Standard, Decision Framework, Verdict Types, Reliability Baseline, Re-Audit Triggers
• Entities created: The Agency（更新）
• Source page: wiki/sources/automation-governance-architect.md
• Notes: 与 ITSM 密切相关，治理原则可应用于更广泛的自动化场景

[2026-04-20] ingest | Data Consolidation Agent

• Source file: raw/Agent/agency-agents/specialized/data-consolidation-agent.md
• Status: ✅ 成功摄入
• Summary: Data Consolidation Agent 是 The Agency 项目中的销售数据整合智能体，将 Sales Data Extraction Agent 提取的数据聚合为实时仪表盘和报表，提供领地表现汇总、代表排名、管道快照、趋势分析和 Top 5 销售明星
• Concepts created: Dashboard Report, Territory Report, Attainment Calculation, Trend Analysis
• Entities created: The Agency（更新）
• Source page: wiki/sources/data-consolidation-agent.md
• Notes: 与 Sales Data Extraction Agent 形成上下游关系，前者负责提取，后者负责整合可视化

[2026-04-20] ingest | French Consulting Market Navigator

• Source file: raw/Agent/agency-agents/specialized/specialized-french-consulting-market.md
• Status: ✅ 成功摄入
• Summary: French Consulting Market Navigator 是法国 ESN/SI 生态系统自由职业导航工具，解析 ESN margin 模型（25-40%）、portage salarial vs micro-entreprise vs SASU 税费结构对比、平台费率矩阵（Malt 10%、collective.work 3-5%）、费率谈判策略和季节性市场动态
• Concepts created: TJM Brut, ESN Margin, Seasonal Calendar
• Entities created: Malt, collective.work, Portage Salarial, Micro-Entrepreneur, ESN Tier Classification, The Agency（更新）
• Source page: wiki/sources/French-Consulting-Market-Navigator.md
• Notes: 发现与常见观点冲突：微型企业净收入高于 portage salarial，但缺失社保福利（失业保险、退休金、mutuelle），338 EUR/day 差距是社会保护的成本

[2026-04-20] ingest | Blockchain Security Auditor

• Source file: raw/Agent/agency-agents/specialized/blockchain-security-auditor.md
• Status: ✅ 成功摄入
• Summary: Blockchain Security Auditor 是 The Agency 项目中的智能合约安全审计专家智能体，专注于 DeFi 协议漏洞检测、形式化验证和综合审计报告撰写，涵盖重入攻击、预言机操纵、闪电贷攻击等主要漏洞类型
• Concepts created: Reentrancy, Oracle Manipulation, Flash Loan Attack, Checks-Effects-Interactions, Formal Verification, Static Analysis, Invariant Verification
• Entities created: Slither, Mythril, Echidna, OpenZeppelin, Foundry, Chainlink, The Agency（更新）
• Source page: wiki/sources/blockchain-security-auditor.md
• Notes: 未发现与现有 wiki 内容的冲突

[2026-04-20] ingest | Study Abroad Advisor

• Source file: raw/Agent/agency-agents/specialized/study-abroad-advisor.md
• Status: ✅ 成功摄入
• Summary: Study Abroad Advisor 是 The Agency 项目中的留学规划专家智能体，为中国学生提供全流程留学申请策略指导，覆盖美、英、加、澳、欧、港、新等主要留学目的地，涵盖选校策略、文书指导、背景提升、考试规划和签证准备
• Concepts created: 多国联申策略, 三档选校法, 留学文书策略, 背景提升规划, 标化考试规划, 签证申请准备, 留学申请时间线
• Entities created: The Agency（更新）
• Source page: wiki/sources/study-abroad-advisor.md
• Notes:

[2026-04-20] ingest | Report Distribution Agent

• Source file: raw/Agent/agency-agents/specialized/report-distribution-agent.md
• Status: ✅ 成功摄入
• Summary: Report Distribution Agent 自动化将整合后的销售报表按领地分发给对应销售代表与管理者，支持每日/每周定时分发与手动触发，并记录完整的分发审计轨迹以满足合规需求
• Concepts created/updated: Territory Report (linked), Distribution Schedules
• Entities created/updated: STGCRM (new)
• Source page: wiki/sources/report-distribution-agent.md
• Notes: 与 Data Consolidation Agent 形成上游/下游关系，负责格式化、发送与审计

[2026-04-20] ingest | Supply Chain Strategist

• Source file: raw/Agent/agency-agents/specialized/supply-chain-strategist.md
• Status: ✅ 成功摄入
• Summary: Supply Chain Strategist 是 The Agency 项目中的供应链策略专家智能体，根植于中国制造业生态，专注于供应商管理、战略采购、质量控制与供应链数字化，帮助企业建立高效、有韧性、可持续的供应链
• Concepts created: Kraljic Matrix, TCO（全成本所有权）, EOQ（经济订货量）, 供应商绩效考核, ABC 分类法
• Entities created: The Agency（更新）
• Source page: wiki/sources/supply-chain-strategist.md
• Notes:

[2026-04-20] ingest | Korean Business Navigator

• Source file: raw/Agent/agency-agents/specialized/specialized-korean-business-navigator.md
• Status: ✅ 成功摄入
• Summary: Korean Business Navigator 是韩国商务文化导航智能体，帮助外国专业人士理解品夠决策流程、人际关系动态和沟通规范，核心概念包括 품의（共识审批，6-16周决策周期）、Nunchi（눈치）阅读术、KakaoTalk商务礼仪、韩国企业职级体系和关系生命周期（소개→신뢰→계약）
• Concepts created: 품의（共识审批）, Nunchi（눈치）, KakaoTalk商务沟通, 关系生命周期
• Entities created:
• Source page: wiki/sources/specialized-korean-business-navigator.md
• Notes: 无冲突
• Source file: raw/Agent/agency-agents/specialized/sales-data-extraction-agent.md
• Status: ✅ 成功摄入
• Summary: Sales Data Extraction Agent 是 The Agency 项目中的专业化 AI 智能体，专注于监控 Excel 文件目录并提取关键销售指标（MTD、YTD、Year End），通过文件系统监视器实时检测文件，灵活映射列名，数据通过 PostgreSQL 事务持久化并维护完整审计追踪
• Concepts updated: Audit Trail（关联 Sales Data Extraction Agent）, 数据管道 Data Pipeline（关联 Sales Data Extraction Agent）
• Entities created: The Agency（更新）
• Source page: wiki/sources/sales-data-extraction-agent.md
• Notes: 未发现与现有 wiki 内容的冲突

[2026-04-20] ingest | MCP Builder Agent

• Source file: raw/Agent/agency-agents/specialized/specialized-mcp-builder.md
• Status: ✅ 成功摄入
• Summary: MCP Builder 是 The Agency 中的 MCP 服务器构建专家，强调以 Agent 为中心的接口设计、类型化参数验证、结构化输出与多传输方式支持
• Concepts created: MCP工具接口设计, Zod参数验证, Pydantic参数验证, MCP传输协议
• Entities created: MCP Builder, The Agency（更新）
• Source page: wiki/sources/specialized-mcp-builder.md
• Notes:

[2026-04-20] ingest | Compliance Auditor

• Source file: raw/Agent/agency-agents/specialized/compliance-auditor.md
• Status: ✅ 成功摄入
• Summary: 技术合规审计专家智能体，专注于 SOC 2、ISO 27001、HIPAA 和 PCI-DSS 认证流程，从准备评估到证据收集再到持续合规
• Concepts created: Audit Readiness, Gap Assessment, Controls Implementation, Evidence Collection, Continuous Compliance
• Entities created: Compliance Auditor, The Agency（更新）
• Source page: wiki/sources/compliance-auditor.md
• Notes:

[2026-04-20] ingest | Model QA Specialist

• Source file: raw/Agent/agency-agents/specialized/specialized-model-qa.md
• Status: ✅ 成功摄入
• Summary: 独立模型 QA 专家智能体，对机器学习和统计模型进行端到端审计，覆盖文档治理、数据重建、特征分析、模型复制、校准测试、可解释性分析和公平性审计
• Concepts created: Population Stability Index (PSI)、SHAP Analysis、Calibration Testing、Discrimination Metrics、Partial Dependence Plots、Fairness Audit、Model Audit
• Entities created: Model QA Specialist
• Source page: wiki/sources/model-qa-specialist.md
• Notes:

[2026-04-20] ingest | Corporate Training Designer

• Source file: raw/Agent/agency-agents/specialized/corporate-training-designer.md
• Status: ✅ 成功摄入
• Summary: 企业培训系统架构与课程开发专家智能体，覆盖培训需求分析、课程体系设计、教学方法论（ADDIE/SAM/Bloom's/Kirkpatrick）、企业内部培训师培养（TTT）、新员工 90 天计划、领导力发展、合规培训
• Concepts created: ADDIE 模型、SAM 模型、Bloom's Taxonomy、Kirkpatrick 四级评估模型、混合学习、 Kolb 体验式学习、TTT、HIPO 计划、360 度反馈、行动学习、翻转课堂、建构主义学习理论、Gamification、新员工培训 90 天计划
• Entities created: DingTalk Learning、WeCom Learning、Feishu Knowledge Base、UMU Interactive Learning Platform、Yunxuetang、KoolSchool
• Source page: wiki/sources/corporate-training-designer.md
• Notes:

[2026-04-20] ingest | Healthcare Marketing Compliance Specialist

• Source file: raw/Agent/agency-agents/specialized/healthcare-marketing-compliance.md

• Status: ✅ 成功摄入

• Summary: Healthcare Marketing Compliance Specialist defines a China-focused compliance role spanning medical advertising, internet healthcare, medical aesthetics, supplements, privacy, and academic detailing

• Concepts created: Healthcare Marketing Compliance, Medical Advertising Compliance, Health Supplement Marketing, Internet Healthcare Compliance, Medical Aesthetics Compliance, Patient Privacy Protection, Academic Detailing Compliance

• Entities created: Healthcare Marketing Compliance Specialist

• Source page: wiki/sources/healthcare-marketing-compliance.md

• Notes:

  1|## [2026-04-20] ingest | LLM Wiki 2|- Source file: raw/Agent/LLM Wiki.md 3|- Status: ✅ 成功摄入 4|- Summary: LLM Wiki 描述了一个由 LLM 持续编译和维护的持久化 wiki 模式，让知识从一次性检索转变为可累积、可追溯、可维护的长期资产 5|- Concepts created: LLM Wiki 6|- Entities created: — 7|- Source page: wiki/sources/LLM-Wiki.md 8|- Notes: 9| 10|## [2026-04-20] ingest | Document Generator 11|- Source file: raw/Agent/agency-agents/specialized/specialized-document-generator.md 12|- Status: ✅ 成功摄入 13|- Summary: Document Generator 是 The Agency 体系中的程序化文档创建智能体，专注于通过代码、模板与样式系统生成 PDF、PPTX、XLSX 与 DOCX 14|- Concepts created: Document Generation 15|- Entities created: Document Generator, The Agency（更新） 16|- Source page: wiki/sources/specialized-document-generator.md 17|- Notes: 18| 19|## [2026-04-20] ingest | Identity Graph Operator 20|- Source file: raw/Agent/agency-agents/specialized/identity-graph-operator.md 21|- Status: ✅ 成功摄入 22|- Summary: Identity Graph Operator 负责多智能体系统中的共享身份图与实体归一化，确保不同 agent 面对同一现实世界实体时得到同一 canonical identity，并保留合并/拆分的审计与回滚能力 23|- Concepts created: Identity Governance 24|- Entities created: Identity Graph Operator, The Agency（更新） 25|- Source page: wiki/sources/identity-graph-operator.md 26|- Notes: 27| 28|## [2026-04-20] ingest | Recruitment Specialist 29|- Source file: raw/Agent/agency-agents/specialized/recruitment-specialist.md 30|- Status: ✅ 成功摄入 31|- Summary: Recruitment Specialist 是 The Agency 体系中的招聘运营与人才获取专家，覆盖中国主流招聘平台、结构化面试、劳动法合规、候选人体验与 onboarding 32|- Concepts created: Recruitment Operations, Talent Assessment, Labor Law Compliance, Candidate Experience, Employer Brand, ATS, Onboarding 33|- Entities created: Recruitment Specialist, The Agency（更新) 34|- Source page: wiki/sources/recruitment-specialist.md 35|- Notes: 36| 37|## [2026-04-20] ingest | Civil Engineer 38|- Source file: raw/Agent/agency-agents/specialized/specialized-civil-engineer.md 39|- Status: ✅ 成功摄入 40|- Summary: Civil Engineer 是一位严谨的土木/结构工程智能体，强调在多国标准下输出安全、经济、可施工的设计，并同时检查 ULS 与 SLS 41|- Concepts created: Global Standards Coverage 42|- Entities created: Civil Engineer, The Agency（更新） 43|- Source page: wiki/sources/specialized-civil-engineer.md 44|- Notes: 45| 46|## [2026-04-20] ingest | Experiment Tracker 47|- Source file: raw/Agent/agency-agents/project-management/project-management-experiment-tracker.md 48|- Status: ✅ 成功摄入 49|- Summary: Experiment Tracker 是一位专注于实验设计、执行跟踪和数据驱动决策的项目管理智能体，覆盖 A/B 测试、假设验证、样本量计算、随机分配、风险监控与回滚 50|- Concepts created: A/B Testing, Hypothesis Testing, Statistical Significance, Power Analysis, Randomization 51|- Entities created: Experiment Tracker, Project Shepherd（更新） 52|- Source page: wiki/sources/project-management-experiment-tracker.md 53|- Notes: 54| 55|## [2026-04-20] ingest | Studio Operations 56|- Source file: raw/Agent/agency-agents/project-management/project-management-studio-operations.md 57|- Status: ✅ 成功摄入 58|- Summary: The Agency 项目中的 Studio Operations Agent，负责日常工作室运营、流程优化和资源协调，强调标准化、资源管理和持续改进 59|- Concepts created: Process Optimization, Resource Allocation, Operational Excellence, Cross-Functional Leadership 60|- Entities created: Studio Operations, The Agency（更新） 61|- Source page: wiki/sources/project-management-studio-operations.md 62|- Notes: 63| 64|## [2026-04-20] ingest | Workflow Architect 65|- Source file: raw/Agent/agency-agents/specialized/specialized-workflow-architect.md 66|- Status: ✅ 成功摄入 67|- Summary: Workflow Architect 是 The Agency 体系中的工作流设计专家智能体，负责把系统行为拆解为完整流程树，覆盖分支、失败模式、恢复路径与交接契约 68|- Concepts created: Workflow Architecture 69|- Entities created: Workflow Architect, The Agency（更新） 70|- Source page: wiki/sources/specialized-workflow-architect.md 71|- Notes: 72| 73|## [2026-04-20] ingest | Government Digital Presales Consultant 74|- Source file: raw/Agent/agency-agents/specialized/government-digital-presales-consultant.md 75|- Status: ✅ 成功摄入 76|- Summary: Government Digital Presales Consultant 是面向中国政府数字化转型市场的售前专家，覆盖政策解读、方案设计、招投标、POC 验证与合规适配 77|- Concepts created: Digital Government, Smart City, Government Procurement, Dengbao, Miping, Xinchuang 78|- Entities created: Government Digital Presales Consultant 79|- Source page: wiki/sources/government-digital-presales-consultant.md 80|- Notes: 81|

[2026-04-20] ingest | Cultural Intelligence Strategist

• Source file: raw/Agent/agency-agents/specialized/specialized-cultural-intelligence-strategist.md
• Status: ✅ 成功摄入
• Summary: Cultural Intelligence Strategist 检测产品、提示词和工作流中的 invisible exclusion，并推动 global-first、文化谦逊与上下文语义审查
• Concepts created: Cultural Intelligence, Invisible Exclusion, Global-First Architecture, Contextual Semiotics, Cultural Humility
• Entities created: Cultural Intelligence Strategist
• Source page: wiki/sources/specialized-cultural-intelligence-strategist.md
• Notes:

[2026-04-20] ingest | LSP/Index Engineer

• Source file: raw/Agent/agency-agents/specialized/lsp-index-engineer.md
• Status: ✅ 成功摄入
• Summary: LSP/Index Engineer 智能体，专注于 LSP 客户端编排和语义索引工程，构建统一代码智能系统，支持 <500ms 定义/引用查询和 100k+ 符号规模
• Concepts created: LSP (Language Server Protocol)、LSP Client Orchestration、Semantic Index、LSIF (Language Server Index Format)、Incremental Updates、Graph Construction Pipeline
• Entities created: graphd、TypeScript Language Server、Intelephense、gopls、rust-analyzer、pyright
• Source page: wiki/sources/lsp-index-engineer.md
• Notes:

[2026-04-20] ingest | Salesforce Architect

• Source file: raw/Agent/agency-agents/specialized/specialized-salesforce-architect.md
• Status: ✅ 成功摄入
• Summary: Salesforce 企业级解决方案架构设计与治理专家智能体，涵盖多云架构（Sales、Service、Marketing、Commerce、Data Cloud、Agentforce）、企业集成模式（REST、Platform Events、CDC、MuleSoft）、Governor Limits 感知应用设计、数据模型治理与 CI/CD 部署策略
• Concepts created: Governor Limits、Bulkification、Trigger Framework、Platform Events vs CDC
• Entities created: Salesforce Architect
• Source page: wiki/sources/specialized-salesforce-architect.md
• Notes:

[2026-04-20] ingest | Agents Orchestrator

• Source file: raw/Agent/agency-agents/specialized/agents-orchestrator.md
• Status: ✅ 成功摄入
• Summary: The Agency 项目中的自主流水线编排智能体，负责从规格文件到生产部署的完整开发流程，通过 PM → ArchitectUX → Dev-QA Loop → Integration 四阶段实现端到端质量控制
• Concepts created: 质量门禁（Quality Gate）、Dev-QA 循环（Dev-QA Loop）、流水线编排（Pipeline Orchestration）、多智能体协作（Multi-Agent Coordination）、证据驱动验证（Evidence-based Validation）
• Entities created: Agents Orchestrator、EvidenceQA、Testing Reality Checker、Project Manager Senior
• Source page: wiki/sources/agents-orchestrator.md
• Notes:

[2026-04-20] ingest | Behavioral Nudge Engine

• Source file: raw/Agent/agency-agents/product/product-behavioral-nudge-engine.md
• Status: ✅ 成功摄入
• Summary: Behavioral Nudge Engine 是基于行为心理学和习惯形成的主动辅导智能体，将被动软件仪表盘转化为积极的定制化生产力伙伴，核心机制包括认知负载拆分、微冲刺、默认偏差利用和积极强化
• Concepts created: Micro-Sprint, Cognitive Load Reduction, Default Bias, Momentum Nudge, Nudge Sequence Logic, Opt-Out Completion
• Entities created: UserProfile, UserPsyche
• Source page: wiki/sources/product-behavioral-nudge-engine.md
• Notes: 尚无冲突

[2026-04-20] ingest | Anthropologist Agent Personality

• Source file: raw/Agent/agency-agents/academic/academic-anthropologist.md
• Status: ✅ 成功摄入
• Summary: Anthropologist Agent 是 The Agency 项目中的文化人类学家智能体，通过功能主义分析、厚描述、结构人类学、实践理论、文化生态学等框架构建具有人类学深度和文化一致性的虚构社会
• Concepts created: 厚描述（Thick Description）, 实践理论（Practice Theory）, 礼物经济（Gift Economy）, 阈限与共融（Liminality and Communitas）, 文化一致性（Cultural Coherence）, 文化唯物主义（Cultural Materialism）, 亲属制度（Kinship System）, 礼仪分析（Ritual Analysis）, 交换体系（Exchange System）
• Entities created: Lévi-Strauss, Clifford Geertz, Pierre Bourdieu, Victor Turner, Marcel Mauss, The Agency（更新）
• Source page: wiki/sources/academic-anthropologist.md
• Notes: 核心设计原则：功能>美学、亲属是基础设施、无文化沙拉、Emic>Etic；与 Cultural Intelligence Strategist 在文化设计上互补

[2026-04-20] ingest | Geographer Agent

• Source file: raw/Agent/agency-agents/academic/academic-geographer.md
• Status: ✅ 成功摄入
• Summary: Geographer 是 The Agency 项目中的物理与人文地理专家智能体，专注于世界构建中的地理一致性验证，确保气候、地形、水文、资源分布符合物理规律，核心规则包括河流不分叉、气候是系统、地理非装饰、避免地理决定论
• Concepts created: Geographic Coherence, Koppen Climate Classification, Central Place Theory, Heartland Theory, World-Systems Theory, Environmental Determinism
• Entities created: Geographer, Jared Diamond, Walter Christaller, Halford Mackinder, Immanuel Wallerstein, Daron Acemoglu
• Source page: wiki/sources/academic-geographer.md
• Notes: 与 Academic Anthropologist 在世界构建中协作；workflow 从板块构造开始，依次构建气候、水文、生物群系、人类定居

[2026-04-20] ingest | Integrations (Agency Agents)

• Source file: raw/Agent/agency-agents/integrations/README.md
• Status: ✅ 成功摄入
• Summary: Integrations README documents the supported agent platforms and provides conversion (./scripts/convert.sh) and installation (./scripts/install.sh --tool <tool>) instructions for packaging The Agency agents for other agent platforms (OpenClaw, Gemini CLI, Qwen, Kimi, etc.).
• Source page: wiki/sources/integrations-readme.md

[2026-04-20] ingest | Aider Integration

• Source file: raw/Agent/agency-agents/integrations/aider/README.md
• Status: ✅ 成功摄入
• Summary: Aider Integration README documents how to make The Agency roster available to Aider (CONVENTIONS.md), how to install via ./scripts/install.sh --tool aider, manual aider --read CONVENTIONS.md usage, and how to regenerate Aider artifacts with ./scripts/convert.sh --tool aider.
• Source page: wiki/sources/aider-readme.md

[2026-04-20] ingest | Claude Code Integration

• Source file: raw/Agent/agency-agents/integrations/claude-code/README.md
• Status: ✅ 成功摄入
• Summary: Claude Code Integration README documents that The Agency agents are authored in Markdown with YAML frontmatter and work natively with Claude Code; installation can be performed via ./scripts/install.sh --tool claude-code or by copying files into ~/.claude/agents/.
• Source page: wiki/sources/claude-code-readme.md

[2026-04-20] ingest | MCP Memory Integration

• Source file: raw/Agent/agency-agents/integrations/mcp-memory/README.md
• Status: ✅ 成功摄入
• Summary: MCP Memory Integration README documents how to add persistent cross-session memory to agents using an MCP memory server exposing remember, recall, rollback, and search tools, the Memory Integration prompt pattern, and example workflows.
• Source page: wiki/sources/mcp-memory-readme.md

[2026-04-20] ingest | Backend Architect (with Memory)

• Source file: raw/Agent/agency-agents/integrations/mcp-memory/backend-architect-with-memory.md
• Status: ✅ 成功摄入
• Summary: Backend Architect (with Memory) defines a senior backend architect persona, architecture deliverables, success metrics, and a Memory Integration section showing how the agent should use MCP memory tools (remember, recall, rollback, search) to persist decisions and handoffs across sessions.
• Source page: wiki/sources/backend-architect-with-memory.md

[2026-04-20] ingest | OpenClaw Integration

• Source file: raw/Agent/agency-agents/integrations/openclaw/README.md
• Status: ✅ 成功摄入
• Summary: OpenClaw Integration README documents how The Agency provides OpenClaw workspaces (SOUL.md, AGENTS.md, IDENTITY.md), how to generate artifacts with ./scripts/convert.sh --tool openclaw, install with ./scripts/install.sh --tool openclaw, and restart the gateway if needed.
• Source page: wiki/sources/openclaw-readme.md

[2026-04-20] ingest | Cursor Integration

• Source file: raw/Agent/agency-agents/integrations/cursor/README.md
• Status: ✅ 成功摄入
• Summary: Cursor Integration README explains generating project-scoped Cursor .mdc rule files from The Agency roster, how to install via ./scripts/install.sh --tool cursor, and how to activate rules inline or via frontmatter.
• Source page: wiki/sources/cursor-readme.md

[2026-04-20] ingest | GitHub Copilot Integration

• Source file: raw/Agent/agency-agents/integrations/github-copilot/README.md
• Status: ✅ 成功摄入
• Summary: GitHub Copilot Integration README documents that The Agency agents are compatible with GitHub Copilot's .md + YAML frontmatter format, install instructions, activation examples, and where to find the full roster.
• Source page: wiki/sources/github-copilot-readme.md

[2026-04-20] ingest | Gemini CLI Integration

• Source file: raw/Agent/agency-agents/integrations/gemini-cli/README.md
• Status: ✅ 成功摄入
• Summary: Gemini CLI Integration README describes packaging the Agency agents as a Gemini CLI extension installed to ~/.gemini/extensions/agency-agents/, generation/install instructions, extension structure, activation examples, and regeneration command.
• Source page: wiki/sources/gemini-cli-readme.md

[2026-04-20] ingest | Windsurf Integration

• Source file: raw/Agent/agency-agents/integrations/windsurf/README.md
• Status: ✅ 成功摄入
• Summary: Windsurf Integration README explains consolidating the full Agency roster into a single .windsurfrules file, installation from the project root, activation by agent name in prompts, and regeneration via the convert script.
• Source page: wiki/sources/windsurf-readme.md

[2026-04-20] ingest | Antigravity Integration

• Source file: raw/Agent/agency-agents/integrations/antigravity/README.md
• Status: ✅ 成功摄入
• Summary: Antigravity Integration README documents installing the Agency roster as Antigravity skills prefixed with agency-, install and regenerate commands, activation by slug, and the SKILL.md frontmatter format.
• Source page: wiki/sources/antigravity-readme.md

[2026-04-20] ingest | Kimi Code CLI Integration

• Source file: raw/Agent/agency-agents/integrations/kimi/README.md
• Status: ✅ 成功摄入
• Summary: Kimi Code CLI Integration README explains conversion of Agency agents into Kimi agent directories (agent.yaml + system.md), install location ~/.config/kimi/agents/, usage examples, agent structure, regeneration, and troubleshooting.
• Source page: wiki/sources/kimi-readme.md

[2026-04-20] ingest | OpenCode Integration

• Source file: raw/Agent/agency-agents/integrations/opencode/README.md
• Status: ✅ 成功摄入
• Summary: OpenCode Integration README explains generating project-scoped .opencode/agents/<slug>.md agent files, the conversion of named colors to hex codes, mode: subagent behavior, project vs global install, and regeneration instructions.
• Source page: wiki/sources/opencode-readme.md

[2026-04-20] ingest | API Tester (Agent)

• Source file: raw/Agent/agency-agents/testing/testing-api-tester.md
• Status: ✅ 成功摄入
• Summary: API Tester agent file defines an API testing specialist with security-first and performance-focused testing workflows, example automation suites, deliverable templates, and success metrics.
• Source page: wiki/sources/testing-api-tester.md

[2026-04-20] ingest | Workflow Optimizer (Agent)

• Source file: raw/Agent/agency-agents/testing/testing-workflow-optimizer.md
• Status: ✅ 成功摄入
• Summary: Workflow Optimizer agent file defines an agent for process improvement, automation, and workflow optimization with code examples, frameworks, deliverable templates, and success metrics.
• Source page: wiki/sources/testing-workflow-optimizer.md

[2026-04-20] ingest | Reality Checker (Agent)

• Source file: raw/Agent/agency-agents/testing/testing-reality-checker.md
• Status: ✅ 成功摄入
• Summary: Reality Checker agent enforces evidence-based production readiness and provides mandatory commands for automated evidence capture, report templates, and fail triggers.
• Source page: wiki/sources/testing-reality-checker.md

[2026-04-20] ingest | Performance Benchmarker (Agent)

• Source file: raw/Agent/agency-agents/testing/testing-performance-benchmarker.md
• Status: ✅ 成功摄入
• Summary: Performance Benchmarker agent defines performance testing methodologies, k6 example scripts, reporting templates, success metrics, and monitoring recommendations for performance engineering.
• Source page: wiki/sources/testing-performance-benchmarker.md

[2026-04-21] ingest | Test Results Analyzer

• Source file: raw/Agent/agency-agents/testing/testing-test-results-analyzer.md
• Status: ✅ 成功摄入
• Summary: Test Results Analyzer is an agent persona focused on comprehensive test result evaluation, statistical failure pattern analysis, defect prediction modeling, release readiness assessment, and stakeholder reporting.
• Concepts created: Test Coverage Gap Analysis, Defect Prediction, Release Readiness Assessment, Quality ROI Analysis
• Entities created: Test Results Analyzer (source page)
• Source page: wiki/sources/testing-test-results-analyzer.md

[2026-04-21] ingest | Evidence Collector

• Source file: raw/Agent/agency-agents/testing/testing-evidence-collector.md
• Status: ✅ 成功摄入
• Summary: Evidence Collector (EvidenceQA) is a QA-focused agent that demands Playwright screenshot evidence, runs reality-check commands, defaults to finding 3-5+ issues, and produces evidence-based QA reports.
• Concepts created: Evidence-Based QA, Reality Check Commands, Playwright Capture Protocols
• Entities created: Evidence Collector (source page)
• Source page: wiki/sources/testing-evidence-collector.md

[2026-04-21] ingest | Evidence Collector Agent

• Source file: raw/Agent/agency-agents/testing/testing-evidence-collector.md
• Status: ✅ 成功摄入
• Summary: Evidence Collector (EvidenceQA) 是截图驱动的 QA 专家智能体，要求所有声明都有视觉证据支撑，默认发现 3-5 个问题，使用 Playwright 截图和可复现命令进行事实检查
• Concepts created: 证据驱动 QA, 幻想式报告, Reality Check, Playwright 截图
• Entities created: EvidenceQA
• Source page: wiki/sources/testing-evidence-collector.md
• Notes: 与 Reality Checker、Test Results Analyzer 协同形成质量闭环；"零问题"是危险信号；诚实质量评估 Basic/Good/Excellent

[2026-04-21] ingest | Accessibility Auditor

• Source file: raw/Agent/agency-agents/testing/testing-accessibility-auditor.md
• Status: ✅ 成功摄入
• Summary: Accessibility Auditor 是 The Agency 项目中的无障碍审计专家智能体，基于 WCAG 2.2 标准进行界面审计，强调自动化工具仅能捕获约 30% 的问题，剩余 70% 需人工辅助技术测试发现。核心原则：Lighthouse 绿分 ≠ 真正无障碍，自定义组件默认有罪，语义 HTML 优先于 ARIA。
• Concepts created: WCAG 2.2, POUR Principles, Screen Reader Testing, Keyboard Navigation Audit, ARIA Patterns, axe-core, Lighthouse Accessibility
• Entities created: Accessibility Auditor, The Agency（更新）
• Source page: wiki/sources/testing-accessibility-auditor.md
• Notes: 与 Testing Reality Checker、Evidence Collector、Frontend Developer、UI Designer 协作；测试类智能体成员（API Tester、Workflow Optimizer、Reality Checker、Performance Benchmarker、Tool Evaluator、Test Results Analyzer、Evidence Collector、Accessibility Auditor）

[2026-04-21] ingest | Legal Compliance Checker

• Source file: raw/Agent/agency-agents/support/support-legal-compliance-checker.md
• Status: ✅ 成功摄入
• Summary: Legal Compliance Checker 是 The Agency 项目中的法律合规检查专家智能体，专注于多司法管辖区监管合规（GDPR、CCPA、HIPAA、SOX、PCI-DSS）、风险评估、政策开发与合规监控，确保业务运营符合相关法律法规
• Concepts created: Multi-Jurisdictional Compliance, GDPR Compliance Framework, Privacy Policy Generator, Contract Review System, Regulatory Compliance Assessment
• Entities created: Legal Compliance Checker
• Source page: wiki/sources/support-legal-compliance-checker.md
• Notes: 与 Healthcare Marketing Compliance Specialist 共享合规方法论；Python 代码示例展示 PrivacyPolicyGenerator 和 ContractReviewSystem 实现

[2026-04-21] ingest | Support Analytics Reporter

• Source file: raw/Agent/agency-agents/support/support-analytics-reporter.md
• Status: ✅ 成功摄入
• Summary: Analytics Reporter 是 The Agency 项目中的数据分析与商业智能专家智能体，将原始数据转化为可操作的业务洞察。核心能力：统计分析与假设检验、RFM 客户分层、营销归因建模、KPI 仪表盘设计、预测模型构建。
• Concepts created: Analytics Reporter, RFM Analysis, Customer Lifetime Value, Statistical Significance Testing, Marketing Attribution Modeling, KPI Tracking, Data-Driven Decision Making
• Entities created: The Agency（更新）
• Source page: wiki/sources/support-analytics-reporter.md
• Notes: 与 Data Consolidation Agent、Sales Data Extraction Agent、Report Distribution Agent 协同工作；强调数据质量优先、统计显著性验证；SQL/Python/JS 代码模板覆盖仪表盘设计

[2026-04-21] ingest | Support Responder

• Source file: raw/Agent/agency-agents/support/support-support-responder.md
• Status: ✅ 成功摄入
• Summary: Support Responder 是 The Agency 项目中的客户支持专家智能体，提供全渠道客户服务、问题解决和用户体验优化，核心指标：85% 首次联系解决率、4.5+ CSAT、95%+ SLA 合规率
• Concepts created: Multi-Channel Support Framework, Support Tiers, Customer Success, Knowledge Base Management, Support Analytics
• Entities created: Support Responder
• Source page: wiki/sources/support-support-responder.md
• Notes: 与 Support Legal Compliance Checker 同部门；Python 代码示例展示 SupportAnalytics 和 KnowledgeBaseManager 实现

[2026-04-21] ingest | Finance Tracker

• Source file: raw/Agent/agency-agents/support/support-finance-tracker.md
• Status: ✅ 成功摄入
• Summary: Finance Tracker 是 The Agency 中负责预算、现金流和投资分析的财务分析与控制智能体。核心交付：年度/季度预算框架、12 个月滚动现金流预测、支付时点优化、投资可行性分析（NPV/IRR/回收期）与审计准备。
• Concepts created: Cash Flow Management, Investment Analysis, Budget Framework
• Entities created: Finance Tracker
• Source page: wiki/sources/support-finance-tracker.md
• Notes: 与 Support Analytics Reporter、Accounts Payable Agent 协作；未发现与现有 wiki 内容冲突

[2026-04-21] ingest | Support Infrastructure Maintainer

• Source file: raw/Agent/agency-agents/support/support-infrastructure-maintainer.md
• Status: ✅ 成功摄入
• Summary: Infrastructure Maintainer 是 The Agency 项目中的基础设施运维专家智能体，专注于系统可靠性、性能优化和技术运营管理，确保 99.9%+ 正常运行时间。核心能力：IaC（Terraform）、监控（Prometheus/Grafana）、灾备、安全加固、成本优化。
• Concepts created: Infrastructure as Code (IaC), Disaster Recovery, Security Hardening, Cost Optimization, Prometheus Monitoring, Terraform
• Entities created: The Agency（更新）
• Source page: wiki/sources/support-infrastructure-maintainer.md
• Notes: 与 DevOps 成熟度模型、ITSM 相关联；提供 Terraform、Prometheus、备份脚本等完整代码模板；成功指标：99.9%+ uptime、MTTR <4 hours、20%+ cost efficiency、70%+ automation reduction

[2026-04-21] ingest | Executive Summary Generator

• Source file: raw/Agent/agency-agents/support/support-executive-summary-generator.md
• Status: ✅ 成功摄入
• Summary: Executive Summary Generator 是 The Agency 项目中的战略咨询风格执行摘要生成智能体，使用 McKinsey SCQA、BCG Pyramid、Bain 框架将 325-475 字复杂业务输入转化为结构化执行摘要，支持 C-suite 决策者 3 分钟内完成决策
• Concepts created: McKinsey SCQA Framework, BCG Pyramid Principle, Executive Summary, Consulting Framework
• Entities created: The Agency（更新）
• Source page: wiki/sources/support-executive-summary-generator.md
• Notes: 与 Data Consolidation Agent、Report Distribution Agent 协同工作；质量标准：325-475 words、每个发现 ≥1 量化数据点、建议包含 Owner+Timeline+Result

[2026-04-21] ingest | Workflow Example: Book Chapter Development

• Source file: raw/Agent/agency-agents/examples/workflow-book-chapter.md
• Status: ✅ 成功摄入
• Summary: Book Co-Author Agent 将粗糙素材（语音笔记、片段、战略笔记）转化为战略性第一人称书籍章节草稿的工作流，目标不是通用代笔而是强化品类定位、保留作者声音、暴露开放编辑决策
• Concepts created: Book Co-Author Agent, Versioned Draft, Editorial Notes, Feedback Loop
• Entities created: The Agency（更新）
• Source page: wiki/sources/workflow-book-chapter.md
• Notes: 与现有写作工作流和反馈循环概念高度互补；输出格式包含 Target Outcome、Chapter Draft、Editorial Notes、Feedback Loop、Next Step 五部分

[2026-04-21] ingest | Examples (Agency Agents)

• Source file: raw/Agent/agency-agents/examples/README.md
• Status: ✅ 成功摄入
• Summary: Agency Agents 多智能体编排示例集，展示了 8 个专业智能体并行协作完成产品发现的完整流程，涵盖市场分析、技术架构、品牌战略、GTM 计划、客户支持、UX 研究、项目规划和空间界面设计
• Concepts created: 多智能体并行执行, 智能体编排示例
• Entities created: Product Trend Researcher, Backend Architect, Brand Guardian, Growth Hacker, Support Responder, UX Researcher, Project Shepherd, XR Interface Architect
• Source page: wiki/sources/agency-agents-examples.md
• Notes: 本文档是示例索引，实际详细案例在 nexus-spatial-discovery.md；8 个智能体并行工作产生连贯、相互引用的计划，无协调开销

[2026-04-21] ingest | Nexus Spatial: Full Agency Discovery Exercise

• Source file: raw/Agent/agency-agents/examples/nexus-spatial-discovery.md
• Status: ✅ 成功摄入
• Summary: AI Agent 指挥中心在空间计算中的产品发现演练，8 个专业智能体并行部署，验证"2D优先、空间其次"策略，WebXR 优于 VisionOS，调试是核心用例
• Concepts created: Spatial AI Operations, Multi-Agent Orchestration, 2D-First Spatial-Second
• Entities created: Nexus Spatial, Vision Pro
• Source page: wiki/sources/nexus-spatial-discovery.md
• Notes: 与 agency-agents-examples.md 为同一项目（Nexus Spatial 产品发现）的详细文档；Rust 编排引擎、Yjs CRDT 协作、WebXR 分发策略

[2026-04-21] ingest | Marketing Reddit Community Builder

• Source file: raw/Agent/agency-agents/marketing/marketing-reddit-community-builder.md
• Status: ✅ 成功摄入
• Summary: Reddit 社区建设营销专家智能体，专注于authentic community engagement和value-driven content creation，通过90/10法则建立长期社区信任
• Concepts created: 90/10 Rule, Community Integration
• Entities created: The Agency
• Source page: wiki/sources/marketing-reddit-community-builder.md
• Notes: 属于 The Agency 项目的营销智能体系列，与其他营销 Agent（跨境电商、抖音）并列

[2026-04-21] ingest | Marketing Baidu SEO Specialist

• Source file: raw/Agent/agency-agents/marketing/marketing-baidu-seo-specialist.md
• Status: ✅ 成功摄入
• Summary: 百度 SEO 专家智能体，专注于中国搜索引擎优化与百度生态系统整合。核心能力包括 ICP 备案合规、百度算法优化、中文关键词研究、移动端优先索引、以及中国互联网监管合规。关键算法：飓风、细雨、惊雷、蓝天、清风算法。
• Concepts created: ICP 备案, Baiduspider, 百度生态系统, 移动端优先索引, 百度算法
• Entities created: 百度, 百度站长平台, 百度统计 (Baidu Tongji)
• Source page: wiki/sources/marketing-baidu-seo-specialist.md
• Notes: The Agency 营销团队成员；与 Marketing Cross-Border E-Commerce Specialist 协作（中国市场 SEO）；GFW 导致 Google Analytics 等工具不可用，必须使用百度工具链