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-## [2026-04-20] ingest | Document Generator
- Source file: raw/Agent/agency-agents/specialized/specialized-document-generator.md
+## [2026-04-20] ingest | Corporate Training Designer
+- Source file: raw/Agent/agency-agents/specialized/corporate-training-designer.md
 - Status: ✅ 成功摄入
- 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
- Concepts created: Document Generation
- Entities created: Document Generator, The Agency（更新）
- Source page: wiki/sources/specialized-document-generator.md
+- 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 | Identity Graph Operator
- Source file: raw/Agent/agency-agents/specialized/identity-graph-operator.md
+## [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: 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
- Concepts created: Identity Governance
- Entities created: Identity Graph Operator, The Agency（更新）
- Source page: wiki/sources/identity-graph-operator.md
+- 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:

-## [2026-04-20] ingest | Recruitment Specialist
- Source file: raw/Agent/agency-agents/specialized/recruitment-specialist.md
- Status: ✅ 成功摄入
- 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
- Concepts created: Recruitment Operations, Talent Assessment, Labor Law Compliance, Candidate Experience, Employer Brand, ATS, Onboarding
- Entities created: Recruitment Specialist, The Agency（更新)
- Source page: wiki/sources/recruitment-specialist.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 | Civil Engineer
- Source file: raw/Agent/agency-agents/specialized/specialized-civil-engineer.md
+## [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: 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
- Concepts created: Global Standards Coverage
- Entities created: Civil Engineer, The Agency（更新）
- Source page: wiki/sources/specialized-civil-engineer.md
- Notes:
-
-## [2026-04-20] ingest | Experiment Tracker
- Source file: raw/Agent/agency-agents/project-management/project-management-experiment-tracker.md
- Status: ✅ 成功摄入
- 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
- Concepts created: A/B Testing, Hypothesis Testing, Statistical Significance, Power Analysis, Randomization
- Entities created: Experiment Tracker, Project Shepherd（更新）
- Source page: wiki/sources/project-management-experiment-tracker.md
- Notes:
-
-## [2026-04-20] ingest | Studio Operations
- Source file: raw/Agent/agency-agents/project-management/project-management-studio-operations.md
- Status: ✅ 成功摄入
- 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
- Concepts created: Process Optimization, Resource Allocation, Operational Excellence, Cross-Functional Leadership
- Entities created: Studio Operations, The Agency（更新）
- Source page: wiki/sources/project-management-studio-operations.md
- Notes:
-
-## [2026-04-20] ingest | Government Digital Presales Consultant
- Source file: raw/Agent/agency-agents/specialized/government-digital-presales-consultant.md
- Status: ✅ 成功摄入
- 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
- Concepts created: Digital Government, Smart City, Government Procurement, Dengbao, Miping, Xinchuang
- Entities created: Government Digital Presales Consultant
- Source page: wiki/sources/government-digital-presales-consultant.md
+- 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: