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+## [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 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
@@ -576,3 +693,30 @@
 - 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