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Sync: add model evaluation and training notes

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2026-04-25 08:52:32 +08:00
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@@ -4,6 +4,9 @@
- [Overview](overview.md) — living synthesis
## Sources
- [2026-04-25] [Model QA Specialist](sources/specialized-model-qa.md)
- [2026-04-25] [Corporate Training Designer](sources/corporate-training-designer.md)
- [2026-04-25] [Cultural Intelligence Strategist](sources/specialized-cultural-intelligence-strategist.md)
- [2026-04-25] [Healthcare Marketing Compliance Specialist](sources/healthcare-marketing-compliance.md)
- [2026-04-24] [Workflow Architect Agent Personality](sources/specialized-workflow-architect.md)
- [2026-04-24] [Government Digital Presales Consultant](sources/government-digital-presales-consultant.md)
@@ -408,10 +411,7 @@
- [2026-04-20] [compliance-auditor](sources/compliance-auditor.md) — (expected: wiki/sources/compliance-auditor.md — source missing)
- [2026-04-20] [specialized-salesforce-architect](sources/specialized-salesforce-architect.md) — (expected: wiki/sources/specialized-salesforce-architect.md — source missing)
- [2026-04-20] [lsp-index-engineer](sources/lsp-index-engineer.md) — (expected: wiki/sources/lsp-index-engineer.md — source missing)
- [2026-04-20] [corporate-training-designer](sources/corporate-training-designer.md) — (expected: wiki/sources/corporate-training-designer.md — source missing)
- [2026-04-20] [automation-governance-architect](sources/automation-governance-architect.md) — (expected: wiki/sources/automation-governance-architect.md — source missing)
- [2026-04-20] [specialized-model-qa](sources/specialized-model-qa.md) — (expected: wiki/sources/specialized-model-qa.md — source missing)
- [2026-04-20] [Cultural Intelligence Strategist](sources/specialized-cultural-intelligence-strategist.md) — The Agency Specialized 部门文化包容性专家 Agent，检测软件开发中的"隐性排斥"（命名规范、颜色语义、性别选项等），通过四阶段工作流（盲点审计→自主研究→结构修正→解释原理）实现架构级文化智能。
- [2026-04-20] [llm-wiki](sources/llm-wiki.md) — (expected: wiki/sources/llm-wiki.md — source missing)
- [2026-04-20] [baoyu-skills](sources/baoyu-skills.md) — (expected: wiki/sources/baoyu-skills.md — source missing)
- [Your-AI-Isn-t-Stupid---It-Just-Needs-a-Better-Harness--Lychee-Technology-Engineering-Blog](sources/Your-AI-Isn-t-Stupid---It-Just-Needs-a-Better-Harness--Lychee-Technology-Engineering-Blog.md) — (expected: wiki/sources/Your-AI-Isn-t-Stupid---It-Just-Needs-a-Better-Harness--Lychee-Technology-Engineering-Blog.md — source missing)
@@ -757,6 +757,7 @@
- [Telnyx](entities/Telnyx.md)
- [Terraform](entities/Terraform.md)
- [Terragrunt](entities/Terragrunt.md)
- [The-Agency](entities/The-Agency.md)
- [Tiago-Forte](entities/Tiago-Forte.md)
- [TikTok-Ads](entities/TikTok-Ads.md)
- [tini](entities/tini.md)
@@ -790,19 +791,18 @@
- [矿神源](entities/矿神源.md)
- [网件RAX50](entities/网件RAX50.md)
- [苏东坡](entities/苏东坡.md)
- [The Agency](entities/The-Agency.md)
## Concepts
- [14种UML图](concepts/14种UML图.md)
- [7种视觉风格系统](concepts/7种视觉风格系统.md)
- [ABTesting](concepts/ABTesting.md)
- [Architectural-Empathy](concepts/Architectural-Empathy.md)
- [Account-Health-Score](concepts/Account-Health-Score.md)
- [Account-Tiering-Model](concepts/Account-Tiering-Model.md)
- [AccountArchitecture](concepts/AccountArchitecture.md)
- [ActionItemTracking](concepts/ActionItemTracking.md)
- [Active-Accountability](concepts/Active-Accountability.md)
- [Adaptive-Tone](concepts/Adaptive-Tone.md)
- [ADDIE-Model](concepts/ADDIE-Model.md)
- [AdExtensions](concepts/AdExtensions.md)
- [AdStrength](concepts/AdStrength.md)
- [Advantage+-Campaigns](concepts/Advantage+-Campaigns.md)
@@ -839,6 +839,7 @@
- [Analogy-as-Straitjacket](concepts/Analogy-as-Straitjacket.md)
- [Appearance-Anxiety](concepts/Appearance-Anxiety.md)
- [APT-仓库配置](concepts/APT-仓库配置.md)
- [Architectural-Empathy](concepts/Architectural-Empathy.md)
- [arXiv-API](concepts/arXiv-API.md)
- [Asset-Management](concepts/Asset-Management.md)
- [Atomic-Commit](concepts/Atomic-Commit.md)
@@ -856,6 +857,7 @@
- [BindMount](concepts/BindMount.md)
- [BI平台](concepts/BI平台.md)
- [Blocking](concepts/Blocking.md)
- [Bloom-认知分类](concepts/Bloom-认知分类.md)
- [Blue-Green-Deployment](concepts/Blue-Green-Deployment.md)
- [Blue-Hat-Logo](concepts/Blue-Hat-Logo.md)
- [BOOTSTRAP.md](concepts/BOOTSTRAP.md.md)
@@ -870,6 +872,7 @@
- [Business-Impact-Analysis](concepts/Business-Impact-Analysis.md)
- [Business-Knowledge-Base](concepts/Business-Knowledge-Base.md)
- [caffeinate](concepts/caffeinate.md)
- [Calibration-Testing](concepts/Calibration-Testing.md)
- [Call-Worthy-Threshold](concepts/Call-Worthy-Threshold.md)
- [Canary-Deployment](concepts/Canary-Deployment.md)
- [Canary-Release](concepts/Canary-Release.md)
@@ -959,6 +962,7 @@
- [DevOps-Maturity](concepts/DevOps-Maturity.md)
- [DevOpsCulture](concepts/DevOpsCulture.md)
- [DevSecOps](concepts/DevSecOps.md)
- [Discrimination-Metrics](concepts/Discrimination-Metrics.md)
- [DKIM-Email-Authentication](concepts/DKIM-Email-Authentication.md)
- [dm-verity](concepts/dm-verity.md)
- [DNS托管](concepts/DNS托管.md)
@@ -1024,6 +1028,7 @@
- [GitHub-Release-Monitoring](concepts/GitHub-Release-Monitoring.md)
- [Gitmoji-Commit](concepts/Gitmoji-Commit.md)
- [GitOps](concepts/GitOps.md)
- [Global-First-Architecture](concepts/Global-First-Architecture.md)
- [GPG-密钥验证](concepts/GPG-密钥验证.md)
- [Green-Computing](concepts/Green-Computing.md)
- [Hand-Tracking](concepts/Hand-Tracking.md)
@@ -1036,6 +1041,7 @@
- [Hierarchy-Agent-Pattern](concepts/Hierarchy-Agent-Pattern.md)
- [high-availability](concepts/high-availability.md)
- [HookBodyCTA](concepts/HookBodyCTA.md)
- [Hosmer-Lemeshow-Test](concepts/Hosmer-Lemeshow-Test.md)
- [HouseholdInventoryTracking](concepts/HouseholdInventoryTracking.md)
- [HTTPS自动化证书](concepts/HTTPS自动化证书.md)
- [Human-Handoff](concepts/Human-Handoff.md)
@@ -1062,6 +1068,7 @@
- [Intent-Classification](concepts/Intent-Classification.md)
- [Intentional-Cloud-Strategy](concepts/Intentional-Cloud-Strategy.md)
- [Inversion](concepts/Inversion.md)
- [Invisible-Exclusion](concepts/Invisible-Exclusion.md)
- [IP纯净度](concepts/IP纯净度.md)
- [ISOHybrid镜像](concepts/ISOHybrid镜像.md)
- [ITSM](concepts/ITSM.md)
@@ -1072,8 +1079,10 @@
- [Kanban](concepts/Kanban.md)
- [Keyword-Based-Monitoring](concepts/Keyword-Based-Monitoring.md)
- [Kill-Switch](concepts/Kill-Switch.md)
- [Kirkpatrick-四级评估](concepts/Kirkpatrick-四级评估.md)
- [Knock-out-Pattern](concepts/Knock-out-Pattern.md)
- [Knowledge-Base-RAG](concepts/Knowledge-Base-RAG.md)
- [Kolb-体验式学习圈](concepts/Kolb-体验式学习圈.md)
- [Kubernetes](concepts/Kubernetes.md)
- [Land-and-Expand](concepts/Land-and-Expand.md)
- [Landing-Zone-Architecture](concepts/Landing-Zone-Architecture.md)
@@ -1140,6 +1149,7 @@
- [Pain-Point-Mining](concepts/Pain-Point-Mining.md)
- [Paper-Abstract-Batch-Fetching](concepts/Paper-Abstract-Batch-Fetching.md)
- [Parallel-Agent-Execution](concepts/Parallel-Agent-Execution.md)
- [Partial-Dependence-Plots](concepts/Partial-Dependence-Plots.md)
- [Partition-Updates](concepts/Partition-Updates.md)
- [Passive-Learning](concepts/Passive-Learning.md)
- [passkey](concepts/passkey.md)
@@ -1160,6 +1170,7 @@
- [POC-Scoping](concepts/POC-Scoping.md)
- [Pod-Security-Context](concepts/Pod-Security-Context.md)
- [Policy-as-Code](concepts/Policy-as-Code.md)
- [Population-Stability-Index](concepts/Population-Stability-Index.md)
- [Portfolio-ROI](concepts/Portfolio-ROI.md)
- [PRD生成工作流](concepts/PRD生成工作流.md)
- [Pre-Build-Validation](concepts/Pre-Build-Validation.md)
@@ -1239,6 +1250,7 @@
- [Serverless-Computing](concepts/Serverless-Computing.md)
- [Service-Control-Policies-SCPs](concepts/Service-Control-Policies-SCPs.md)
- [SES-Sandbox-Mode](concepts/SES-Sandbox-Mode.md)
- [SHAP](concepts/SHAP.md)
- [Shared-Memory-Architecture](concepts/Shared-Memory-Architecture.md)
- [Shared-Responsibility-Model](concepts/Shared-Responsibility-Model.md)
- [SharedStateCoordination](concepts/SharedStateCoordination.md)