Update nexus wiki content

wiki/index.md

@@ -4,6 +4,25 @@
 - [Overview](overview.md) — living synthesis
 
 ## Sources
+- [2026-05-01] [WSL2 中 Docker 容器访问宿主机代理](sources/WSL2-中-Docker-容器访问宿主机代理.md)
+- [2026-05-01] [Scrapy + Playwright 抓取TikTok Shop Data](sources/Scrapy---Playwright-抓取TikTok-Shop-Data.md)
+- [2026-05-01] [Hermes Agent 配置笔记](sources/Hermes-Agent-配置笔记.md)
+- [2026-05-01] [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)
+- [2026-05-01] [Expose hermes-agent as an OpenAI-compatible API for any frontend](sources/Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend.md)
+- [2026-05-01] [n8n Docker 配置 Telegram 代理 Troubleshooting](sources/n8n-docker-配置-telegram-代理-troubleshooting.md)
+- [2026-05-01] [Open WebUI | Hermes Agent](sources/open-webui-hermes-agent.md)
+- [2026-05-01] [SRE Weekly Issue #513](sources/sre-weekly-issue-513.md)
+- [2026-05-01] [n8n调用openclaw/hermes agents的工作流架构](sources/n8n调用hermes-agents的工作流架构.md)
+- [2026-05-01] [n8n 调用 OpenClaw Agents 的工作流架构](sources/n8n-调用openclaw-agents的工作流架构.md)
+- [2026-05-01] [Voice AI Integration Engineer](sources/engineering-voice-ai-integration-engineer.md)
+- [2026-05-01] [Codebase Onboarding Engineer](sources/engineering-codebase-onboarding-engineer.md)
+- [2026-05-01] [Minimal Change Engineer Agent](sources/engineering-minimal-change-engineer.md)
+- [2026-05-01] [Bookkeeper & Controller Agent](sources/finance-bookkeeper-controller.md)
+- [2026-05-01] [FP&A Analyst Agent](sources/finance-fpa-analyst.md)
+- [2026-05-01] [Investment Researcher Agent](sources/finance-investment-researcher.md)
+- [2026-05-01] [Financial Analyst Agent](sources/finance-financial-analyst.md)
+- [2026-05-01] [Tax Strategist Agent](sources/finance-tax-strategist.md)
+- [2026-05-01] [Agentic Search Optimizer](sources/marketing-agentic-search-optimizer.md)
 - [2026-05-01] [Qwen Code Integration](sources/readme.md)
 - [2026-05-01] [Qwen Code Integration](sources/readme.md)
 - [2026-05-01] [Language Translator](sources/language-translator.md)
@@ -511,25 +530,6 @@
 - [2026-04-26] [Cloud Maturity Model - A Detailed Guide For Cloud Adoption](sources/cloud-maturity-model-a-detailed-guide-for-cloud-adoption.md)
 - [2026-04-26] [Cloud DevOp Maturity - Guideline](sources/cloud-devop-maturity-guideline.md)
 - [2026-04-26] [DevOps Culture and Transformation: Fostering Collaboration, Agile Practices, and Innovation](sources/devops-culture-and-transformation-fostering-collaboration-agile-practices-and-innovation-linkedin.md)
-- [WSL2-中-Docker-容器访问宿主机代理](sources/WSL2-中-Docker-容器访问宿主机代理.md) — (expected: wiki/sources/WSL2-中-Docker-容器访问宿主机代理.md — source missing)
-- [Scrapy + Playwright 抓取TikTok Shop Data](sources/scrapy-playwright-抓取tiktok-shop-data.md)
-- [Hermes-Agent-配置笔记](sources/Hermes-Agent-配置笔记.md) — (expected: wiki/sources/Hermes-Agent-配置笔记.md — source missing)
-- [n8n-docker-配置-telegram-代理-troubleshooting](sources/n8n-docker-配置-telegram-代理-troubleshooting.md) — (expected: wiki/sources/n8n-docker-配置-telegram-代理-troubleshooting.md — source missing)
-- [sre-weekly-issue-513](sources/sre-weekly-issue-513.md) — (expected: wiki/sources/sre-weekly-issue-513.md — source missing)
-- [n8n调用hermes-agents的工作流架构](sources/n8n调用hermes-agents的工作流架构.md) — (expected: wiki/sources/n8n调用hermes-agents的工作流架构.md — source missing)
-- [n8n-调用openclaw-agents的工作流架构](sources/n8n-调用openclaw-agents的工作流架构.md) — (expected: wiki/sources/n8n-调用openclaw-agents的工作流架构.md — source missing)
-- [2026-05-02] [Agentic Search Optimizer](sources/marketing-agentic-search-optimizer.md) — AI 浏览器 Agent 任务完成率优化：基于 WebMCP 声明式/命令式模式，让 AI Agent 在网站上真正完成预订、购买、注册等操作
-- [finance-tax-strategist](sources/finance-tax-strategist.md) — (expected: wiki/sources/finance-tax-strategist.md — source missing)
-- [finance-investment-researcher](sources/finance-investment-researcher.md) — (expected: wiki/sources/finance-investment-researcher.md — source missing)
-- [finance-fpa-analyst](sources/finance-fpa-analyst.md) — (expected: wiki/sources/finance-fpa-analyst.md — source missing)
-- [finance-financial-analyst](sources/finance-financial-analyst.md) — (expected: wiki/sources/finance-financial-analyst.md — source missing)
-- [finance-bookkeeper-controller](sources/finance-bookkeeper-controller.md) — (expected: wiki/sources/finance-bookkeeper-controller.md — source missing)
-- [engineering-voice-ai-integration-engineer](sources/engineering-voice-ai-integration-engineer.md) — (expected: wiki/sources/engineering-voice-ai-integration-engineer.md — source missing)
-- [engineering-minimal-change-engineer](sources/engineering-minimal-change-engineer.md) — (expected: wiki/sources/engineering-minimal-change-engineer.md — source missing)
-- [engineering-codebase-onboarding-engineer](sources/engineering-codebase-onboarding-engineer.md) — (expected: wiki/sources/engineering-codebase-onboarding-engineer.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)
-- [open-webui-hermes-agent](sources/open-webui-hermes-agent.md) — (expected: wiki/sources/open-webui-hermes-agent.md — source missing)
-- [Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend](sources/Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend.md) — (expected: wiki/sources/Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend.md — source missing)
 
 ## Entities
 - [1point3acres](entities/1point3acres.md)
@@ -538,6 +538,7 @@
 - [ACI-318](entities/ACI-318.md)
 - [Acronis](entities/Acronis.md)
 - [AdamSmith](entities/AdamSmith.md)
+- [Adaptive-Capacity-Labs](entities/Adaptive-Capacity-Labs.md)
 - [ADK](entities/ADK.md)
 - [Adobe-Premiere-Pro](entities/Adobe-Premiere-Pro.md)
 - [AdsPower](entities/AdsPower.md)
@@ -578,6 +579,7 @@
 - [Anil-Giri](entities/Anil-Giri.md)
 - [Anki](entities/Anki.md)
 - [Anthropic](entities/Anthropic.md)
+- [AnythingLLM](entities/AnythingLLM.md)
 - [Apache-Hudi](entities/Apache-Hudi.md)
 - [Apache-Iceberg](entities/Apache-Iceberg.md)
 - [Apache-Kafka](entities/Apache-Kafka.md)
@@ -590,6 +592,7 @@
 - [Asana](entities/Asana.md)
 - [ASCE-7](entities/ASCE-7.md)
 - [Ashish](entities/Ashish.md)
+- [AssemblyAI](entities/AssemblyAI.md)
 - [Atlantis](entities/Atlantis.md)
 - [Automation-Governance-Architect](entities/Automation-Governance-Architect.md)
 - [AWS](entities/AWS.md)
@@ -639,6 +642,7 @@
 - [Certora](entities/Certora.md)
 - [Chaebol](entities/Chaebol.md)
 - [Charlie-Munger](entities/Charlie-Munger.md)
+- [ChatBox](entities/ChatBox.md)
 - [ChatGPT](entities/ChatGPT.md)
 - [Checkpoint](entities/Checkpoint.md)
 - [Checkpoint-Firewall](entities/Checkpoint-Firewall.md)
@@ -680,6 +684,7 @@
 - [CustomerMatch](entities/CustomerMatch.md)
 - [CyberArk](entities/CyberArk.md)
 - [Damian](entities/Damian.md)
+- [Dana](entities/Dana.md)
 - [DanielStefanovic](entities/DanielStefanovic.md)
 - [Databricks](entities/Databricks.md)
 - [Databunker](entities/Databunker.md)
@@ -688,6 +693,7 @@
 - [DaVinci-Resolve](entities/DaVinci-Resolve.md)
 - [dbt](entities/dbt.md)
 - [Decopy](entities/Decopy.md)
+- [Deepgram](entities/Deepgram.md)
 - [DeepLearningAI](entities/DeepLearningAI.md)
 - [DeepSeek](entities/DeepSeek.md)
 - [DeepSider](entities/DeepSider.md)
@@ -721,6 +727,7 @@
 - [Eurocode](entities/Eurocode.md)
 - [EvidenceQA](entities/EvidenceQA.md)
 - [FBA](entities/FBA.md)
+- [ffmpeg](entities/ffmpeg.md)
 - [Fibos](entities/Fibos.md)
 - [Filos-Christolakis](entities/Filos-Christolakis.md)
 - [Final-Cut-Pro](entities/Final-Cut-Pro.md)
@@ -769,6 +776,7 @@
 - [Heather-Norris](entities/Heather-Norris.md)
 - [hello-world](entities/hello-world.md)
 - [HemantSawant](entities/HemantSawant.md)
+- [Hermes-Agent](entities/Hermes-Agent.md)
 - [HIPAA](entities/HIPAA.md)
 - [Honcho](entities/Honcho.md)
 - [HP-ZBook](entities/HP-ZBook.md)
@@ -784,6 +792,7 @@
 - [iPod](entities/iPod.md)
 - [ISO-27001](entities/ISO-27001.md)
 - [it-tools](entities/it-tools.md)
+- [Jan](entities/Jan.md)
 - [Jared-Diamond](entities/Jared-Diamond.md)
 - [Jay-Comer](entities/Jay-Comer.md)
 - [Jellyfin](entities/Jellyfin.md)
@@ -791,6 +800,7 @@
 - [JimLiu](entities/JimLiu.md)
 - [Jira](entities/Jira.md)
 - [Jira-Workflow-Steward](entities/Jira-Workflow-Steward.md)
+- [John-Allspaw](entities/John-Allspaw.md)
 - [JohnWilliams](entities/JohnWilliams.md)
 - [JosephCampbell](entities/JosephCampbell.md)
 - [JP](entities/JP.md)
@@ -810,11 +820,14 @@
 - [Last-30-Days-Skill](entities/Last-30-Days-Skill.md)
 - [LaunchDarkly](entities/LaunchDarkly.md)
 - [LeonardoDaVinci](entities/LeonardoDaVinci.md)
+- [LibreChat](entities/LibreChat.md)
 - [Linear](entities/Linear.md)
 - [LinkedIn-Campaign-Manager](entities/LinkedIn-Campaign-Manager.md)
 - [LinuxServer.io](entities/LinuxServer.io.md)
+- [LobeChat](entities/LobeChat.md)
 - [LSIF](entities/LSIF.md)
 - [LuxuryDeveloper](entities/LuxuryDeveloper.md)
+- [Lychee-Technology](entities/Lychee-Technology.md)
 - [Mac](entities/Mac.md)
 - [Mac-Mini-M4](entities/Mac-Mini-M4.md)
 - [Mackinder](entities/Mackinder.md)
@@ -825,6 +838,7 @@
 - [MariaDB](entities/MariaDB.md)
 - [Martin-Nash](entities/Martin-Nash.md)
 - [Martin-Rosler](entities/Martin-Rosler.md)
+- [Marty-Cagan](entities/Marty-Cagan.md)
 - [Mary-Douglas](entities/Mary-Douglas.md)
 - [Matt-Van-Horne](entities/Matt-Van-Horne.md)
 - [MCCLevelStrategy](entities/MCCLevelStrategy.md)
@@ -863,6 +877,7 @@
 - [NetcodeForGameObjects](entities/NetcodeForGameObjects.md)
 - [Netdata](entities/Netdata.md)
 - [Netflix](entities/Netflix.md)
+- [NextChat](entities/NextChat.md)
 - [NEXUS](entities/NEXUS.md)
 - [Nexus-Spatial](entities/Nexus-Spatial.md)
 - [NicholasCarlini](entities/NicholasCarlini.md)
@@ -893,6 +908,7 @@
 - [OpenManus](entities/OpenManus.md)
 - [OpenNotebook](entities/OpenNotebook.md)
 - [OpenText](entities/OpenText.md)
+- [OpenWebUI](entities/OpenWebUI.md)
 - [OpenZeppelin](entities/OpenZeppelin.md)
 - [OrchestratorAgent](entities/OrchestratorAgent.md)
 - [OWASP](entities/OWASP.md)
@@ -922,6 +938,7 @@
 - [Public-Cloud-Provider](entities/Public-Cloud-Provider.md)
 - [Pulse-VPN](entities/Pulse-VPN.md)
 - [Pushka](entities/Pushka.md)
+- [pyannote.audio](entities/pyannote.audio.md)
 - [Qalis](entities/Qalis.md)
 - [QALIS-Agent](entities/QALIS-Agent.md)
 - [Qdrant](entities/Qdrant.md)
@@ -939,6 +956,7 @@
 - [Recapio](entities/Recapio.md)
 - [Rectangle](entities/Rectangle.md)
 - [RetroBoard](entities/RetroBoard.md)
+- [Richard-Cook](entities/Richard-Cook.md)
 - [Richard-Feynman](entities/Richard-Feynman.md)
 - [RichardFeynman](entities/RichardFeynman.md)
 - [RobertMcKee](entities/RobertMcKee.md)
@@ -948,6 +966,7 @@
 - [rsvg-convert](entities/rsvg-convert.md)
 - [rsync](entities/rsync.md)
 - [Rufus](entities/Rufus.md)
+- [RunLLM](entities/RunLLM.md)
 - [RustDesk](entities/RustDesk.md)
 - [Salesforce](entities/Salesforce.md)
 - [SAM-Serverless-Application-Model](entities/SAM-Serverless-Application-Model.md)
@@ -1047,6 +1066,7 @@
 - [WeChat](entities/WeChat.md)
 - [WeCom](entities/WeCom.md)
 - [Weibo](entities/Weibo.md)
+- [Werner-Vogels](entities/Werner-Vogels.md)
 - [Whimsy-Injector](entities/Whimsy-Injector.md)
 - [WildCard](entities/WildCard.md)
 - [Windsurf](entities/Windsurf.md)
@@ -1098,12 +1118,14 @@
 - [3-2-1产品介绍公式](concepts/3-2-1产品介绍公式.md)
 - [4-Level-Semantic-Zoom](concepts/4-Level-Semantic-Zoom.md)
 - [6-Slide-Narrative-Arc](concepts/6-Slide-Narrative-Arc.md)
+- [7-Layer-Harness-Stack](concepts/7-Layer-Harness-Stack.md)
 - [7种视觉风格系统](concepts/7种视觉风格系统.md)
 - [ABM-Display](concepts/ABM-Display.md)
 - [ABTesting](concepts/ABTesting.md)
 - [Access-Control](concepts/Access-Control.md)
 - [Account-Health-Score](concepts/Account-Health-Score.md)
 - [Account-Monitoring](concepts/Account-Monitoring.md)
+- [Account-Reconciliation](concepts/Account-Reconciliation.md)
 - [Account-Tiering-Model](concepts/Account-Tiering-Model.md)
 - [AccountArchitecture](concepts/AccountArchitecture.md)
 - [ACOS](concepts/ACOS.md)
@@ -1125,11 +1147,13 @@
 - [Agent](concepts/Agent.md)
 - [Agent-Build-Gate](concepts/Agent-Build-Gate.md)
 - [Agent-Collaboration-Protocol](concepts/Agent-Collaboration-Protocol.md)
+- [Agent-Collapse](concepts/Agent-Collapse.md)
 - [Agent-Design-Principles](concepts/Agent-Design-Principles.md)
 - [Agent-Driven-Market-Research](concepts/Agent-Driven-Market-Research.md)
 - [Agent-Handoff](concepts/Agent-Handoff.md)
 - [Agent-Memory](concepts/Agent-Memory.md)
 - [Agent-Mode](concepts/Agent-Mode.md)
+- [Agent-Orchestration](concepts/Agent-Orchestration.md)
 - [Agent-Personality](concepts/Agent-Personality.md)
 - [Agent-Routing-Rules](concepts/Agent-Routing-Rules.md)
 - [Agent-Specialization](concepts/Agent-Specialization.md)
@@ -1150,6 +1174,7 @@
 - [AI-Auto-Response](concepts/AI-Auto-Response.md)
 - [AI-ChatOps](concepts/AI-ChatOps.md)
 - [AI-Driven-Task-Extraction](concepts/AI-Driven-Task-Extraction.md)
+- [AI-For-On-Call](concepts/AI-For-On-Call.md)
 - [AI-Logo-Generation](concepts/AI-Logo-Generation.md)
 - [Ai-Powered-Digest](concepts/Ai-Powered-Digest.md)
 - [AIFinOps](concepts/AIFinOps.md)
@@ -1194,6 +1219,7 @@
 - [Attach容器](concepts/Attach容器.md)
 - [Attention-Economy](concepts/Attention-Economy.md)
 - [AudienceStrategy](concepts/AudienceStrategy.md)
+- [Audit-Readiness](concepts/Audit-Readiness.md)
 - [Audit-Trail](concepts/Audit-Trail.md)
 - [Aurora-Global](concepts/Aurora-Global.md)
 - [Automated-Health-Logging](concepts/Automated-Health-Logging.md)
@@ -1203,6 +1229,7 @@
 - [Automation-Decision-Framework](concepts/Automation-Decision-Framework.md)
 - [Automation-Verdict-System](concepts/Automation-Verdict-System.md)
 - [AutomationGovernance](concepts/AutomationGovernance.md)
+- [Autoscaling](concepts/Autoscaling.md)
 - [Availability](concepts/Availability.md)
 - [Availability-Zone-ID](concepts/Availability-Zone-ID.md)
 - [AWS-Backup-Concepts](concepts/AWS-Backup-Concepts.md)
@@ -1218,10 +1245,12 @@
 - [AWS-Tagging-Standards](concepts/AWS-Tagging-Standards.md)
 - [AWS-Tags](concepts/AWS-Tags.md)
 - [B2B-Social-Selling](concepts/B2B-Social-Selling.md)
+- [Background-Job-Scheduling](concepts/Background-Job-Scheduling.md)
 - [Backlinks](concepts/Backlinks.md)
 - [Baidu-Ecosystem-Integration](concepts/Baidu-Ecosystem-Integration.md)
 - [Baidu-SEO](concepts/Baidu-SEO.md)
 - [BandwidthManagement](concepts/BandwidthManagement.md)
+- [Bearer-Token-Authentication](concepts/Bearer-Token-Authentication.md)
 - [Beat-Sync](concepts/Beat-Sync.md)
 - [BEATS](concepts/BEATS.md)
 - [Behavioral-Analytics](concepts/Behavioral-Analytics.md)
@@ -1290,6 +1319,7 @@
 - [Character-Arc](concepts/Character-Arc.md)
 - [Character-Voice-Pillars](concepts/Character-Voice-Pillars.md)
 - [CharacterArc](concepts/CharacterArc.md)
+- [ChatCompletions](concepts/ChatCompletions.md)
 - [Check-in-Fatigue](concepts/Check-in-Fatigue.md)
 - [CheckinFatigue](concepts/CheckinFatigue.md)
 - [Checks-Effects-Interactions](concepts/Checks-Effects-Interactions.md)
@@ -1334,6 +1364,7 @@
 - [CMDB](concepts/CMDB.md)
 - [Cockpit-Ergonomics](concepts/Cockpit-Ergonomics.md)
 - [Code-Signing](concepts/Code-Signing.md)
+- [CodebaseOnboarding](concepts/CodebaseOnboarding.md)
 - [CodeOverConfiguration](concepts/CodeOverConfiguration.md)
 - [CodeWeaver](concepts/CodeWeaver.md)
 - [Cognitive-Distortions](concepts/Cognitive-Distortions.md)
@@ -1370,9 +1401,11 @@
 - [Content-Pillar](concepts/Content-Pillar.md)
 - [ContentMixStrategy](concepts/ContentMixStrategy.md)
 - [ContentModel-first](concepts/ContentModel-first.md)
+- [Context-Anxiety](concepts/Context-Anxiety.md)
 - [Context-Cores](concepts/Context-Cores.md)
 - [Context-Engineering](concepts/Context-Engineering.md)
 - [Context-Passing](concepts/Context-Passing.md)
+- [Context-Reset](concepts/Context-Reset.md)
 - [Context-Substrate](concepts/Context-Substrate.md)
 - [Context-Window](concepts/Context-Window.md)
 - [ContextDrivenTask](concepts/ContextDrivenTask.md)
@@ -1382,10 +1415,13 @@
 - [Continuous-Dev-QA-Loop](concepts/Continuous-Dev-QA-Loop.md)
 - [Continuous-Integration](concepts/Continuous-Integration.md)
 - [ControllingIdea](concepts/ControllingIdea.md)
+- [Conversation-State-Persistence](concepts/Conversation-State-Persistence.md)
 - [Conversational-Interface](concepts/Conversational-Interface.md)
 - [Conversions-API](concepts/Conversions-API.md)
 - [Core-Gameplay-Loop](concepts/Core-Gameplay-Loop.md)
 - [CoreDNS-Scaling](concepts/CoreDNS-Scaling.md)
+- [CORS-Allowlist](concepts/CORS-Allowlist.md)
+- [Cost-As-Distributed-Systems-Bug](concepts/Cost-As-Distributed-Systems-Bug.md)
 - [cost-of-delay](concepts/cost-of-delay.md)
 - [Cost-Optimization](concepts/Cost-Optimization.md)
 - [Counterfactual-Analysis](concepts/Counterfactual-Analysis.md)
@@ -1460,6 +1496,7 @@
 - [Docker-Daemon-Proxy](concepts/Docker-Daemon-Proxy.md)
 - [Docker-LLM-Deployment](concepts/Docker-LLM-Deployment.md)
 - [Docker-用户组](concepts/Docker-用户组.md)
+- [DockerHostNetworking](concepts/DockerHostNetworking.md)
 - [Docker堆栈](concepts/Docker堆栈.md)
 - [Docker容器生命周期管理](concepts/Docker容器生命周期管理.md)
 - [Docker警告处理](concepts/Docker警告处理.md)
@@ -1481,6 +1518,7 @@
 - [Early-Live-Support](concepts/Early-Live-Support.md)
 - [Earnings-Beat-Miss](concepts/Earnings-Beat-Miss.md)
 - [Earnings-Calendar](concepts/Earnings-Calendar.md)
+- [EBUR128LoudnessNormalization](concepts/EBUR128LoudnessNormalization.md)
 - [EC2-Purchase-Options](concepts/EC2-Purchase-Options.md)
 - [EC2-Spot-Instances](concepts/EC2-Spot-Instances.md)
 - [Echidna](concepts/Echidna.md)
@@ -1489,10 +1527,12 @@
 - [ECS-Deploy-Runner](concepts/ECS-Deploy-Runner.md)
 - [ECS-Module](concepts/ECS-Module.md)
 - [EditorialWorkflow](concepts/EditorialWorkflow.md)
+- [EffectiveTaxRate](concepts/EffectiveTaxRate.md)
 - [efibootmgr](concepts/efibootmgr.md)
 - [EFS-vs-EBS](concepts/EFS-vs-EBS.md)
 - [EKS-Auto-Mode](concepts/EKS-Auto-Mode.md)
 - [EKS-Custom-Networking](concepts/EKS-Custom-Networking.md)
+- [Elasticity](concepts/Elasticity.md)
 - [ELK-Stack](concepts/ELK-Stack.md)
 - [Email-Triage](concepts/Email-Triage.md)
 - [Embedding](concepts/Embedding.md)
@@ -1517,6 +1557,8 @@
 - [Evidence-Chain](concepts/Evidence-Chain.md)
 - [Evidence-Over-Claims](concepts/Evidence-Over-Claims.md)
 - [EvidenceCollection](concepts/EvidenceCollection.md)
+- [EvidenceFirstReasoning](concepts/EvidenceFirstReasoning.md)
+- [ExecutionTracing](concepts/ExecutionTracing.md)
 - [Executive-Summary-Formula](concepts/Executive-Summary-Formula.md)
 - [Expert-User-Assumption](concepts/Expert-User-Assumption.md)
 - [Exporter](concepts/Exporter.md)
@@ -1532,6 +1574,7 @@
 - [Fairness-Audit](concepts/Fairness-Audit.md)
 - [False-Cognates](concepts/False-Cognates.md)
 - [Fan-Out-Pattern](concepts/Fan-Out-Pattern.md)
+- [FasterWhisper](concepts/FasterWhisper.md)
 - [Feature-Flag](concepts/Feature-Flag.md)
 - [FeatureList](concepts/FeatureList.md)
 - [Federated-Access](concepts/Federated-Access.md)
@@ -1564,6 +1607,7 @@
 - [FullDraftGeneration](concepts/FullDraftGeneration.md)
 - [Functionalism](concepts/Functionalism.md)
 - [Fuzzy-Matching](concepts/Fuzzy-Matching.md)
+- [GAAP-Compliance](concepts/GAAP-Compliance.md)
 - [Gamification](concepts/Gamification.md)
 - [Gamification-System](concepts/Gamification-System.md)
 - [GapAssessment](concepts/GapAssessment.md)
@@ -1613,6 +1657,7 @@
 - [Hand-Tracking](concepts/Hand-Tracking.md)
 - [Handoff-Boundary](concepts/Handoff-Boundary.md)
 - [Handoff-Contract](concepts/Handoff-Contract.md)
+- [Harness-Engineering](concepts/Harness-Engineering.md)
 - [HCX](concepts/HCX.md)
 - [HDRP](concepts/HDRP.md)
 - [Headless-服务器](concepts/Headless-服务器.md)
@@ -1632,6 +1677,7 @@
 - [Host-Incubation-System](concepts/Host-Incubation-System.md)
 - [Host-Network-Mode](concepts/Host-Network-Mode.md)
 - [HouseholdInventoryTracking](concepts/HouseholdInventoryTracking.md)
+- [HTTP-ChatCompletions](concepts/HTTP-ChatCompletions.md)
 - [HTTPS自动化证书](concepts/HTTPS自动化证书.md)
 - [Hub-and-Spoke](concepts/Hub-and-Spoke.md)
 - [Human-Centered-Design](concepts/Human-Centered-Design.md)
@@ -1680,6 +1726,7 @@
 - [Intent-Classification](concepts/Intent-Classification.md)
 - [IntentDrivenRouting](concepts/IntentDrivenRouting.md)
 - [Intentional-Cloud-Strategy](concepts/Intentional-Cloud-Strategy.md)
+- [Internal-Controls](concepts/Internal-Controls.md)
 - [Intersectionality](concepts/Intersectionality.md)
 - [Inversion](concepts/Inversion.md)
 - [INVEST](concepts/INVEST.md)
@@ -1698,6 +1745,7 @@
 - [JFFS双清](concepts/JFFS双清.md)
 - [Jira-Gate](concepts/Jira-Gate.md)
 - [Jira-Git-Traceability](concepts/Jira-Git-Traceability.md)
+- [Journal-Entry](concepts/Journal-Entry.md)
 - [Kaizen](concepts/Kaizen.md)
 - [Kanban](concepts/Kanban.md)
 - [Karpenter](concepts/Karpenter.md)
@@ -1748,6 +1796,7 @@
 - [LLM-as-a-Judge](concepts/LLM-as-a-Judge.md)
 - [LLM-Wiki](concepts/LLM-Wiki.md)
 - [LLMasJudge](concepts/LLMasJudge.md)
+- [LLMHandoff](concepts/LLMHandoff.md)
 - [LLMWikiArchitecture](concepts/LLMWikiArchitecture.md)
 - [Local-Caching](concepts/Local-Caching.md)
 - [Local-first-Git](concepts/Local-first-Git.md)
@@ -1781,8 +1830,10 @@
 - [MeetingNotes](concepts/MeetingNotes.md)
 - [Memory-Backend](concepts/Memory-Backend.md)
 - [Memory-Based-Handoff](concepts/Memory-Based-Handoff.md)
+- [Memory-Consolidation](concepts/Memory-Consolidation.md)
 - [MEMORY.md](concepts/MEMORY.md.md)
 - [MemoryInAIAgents](concepts/MemoryInAIAgents.md)
+- [MentalModel](concepts/MentalModel.md)
 - [Merge-Point](concepts/Merge-Point.md)
 - [Mermaid](concepts/Mermaid.md)
 - [MessageMatch](concepts/MessageMatch.md)
@@ -1794,12 +1845,15 @@
 - [Micro-Sprint](concepts/Micro-Sprint.md)
 - [Microhistory](concepts/Microhistory.md)
 - [MicroInfluencerPartnership](concepts/MicroInfluencerPartnership.md)
+- [MinimalChangePrinciple](concepts/MinimalChangePrinciple.md)
+- [Minimum-Viable-Harness](concepts/Minimum-Viable-Harness.md)
 - [Miping](concepts/Miping.md)
 - [MLOps](concepts/MLOps.md)
 - [ModalContextProtocol](concepts/ModalContextProtocol.md)
 - [Model-Context-Protocol](concepts/Model-Context-Protocol.md)
 - [Model-Fallback](concepts/Model-Fallback.md)
 - [Momentum-Nudge](concepts/Momentum-Nudge.md)
+- [Month-End-Close-Process](concepts/Month-End-Close-Process.md)
 - [Morning-Briefing](concepts/Morning-Briefing.md)
 - [MoSCoW-Classification](concepts/MoSCoW-Classification.md)
 - [Motion-Sickness-Threshold](concepts/Motion-Sickness-Threshold.md)
@@ -1819,6 +1873,7 @@
 - [Multi-Cloud-Strategy](concepts/Multi-Cloud-Strategy.md)
 - [Multi-Database-Architecture](concepts/Multi-Database-Architecture.md)
 - [Multi-factor-Authentication](concepts/Multi-factor-Authentication.md)
+- [Multi-Profile-Isolation](concepts/Multi-Profile-Isolation.md)
 - [Multi-Tenancy](concepts/Multi-Tenancy.md)
 - [Multi-Window-Architecture](concepts/Multi-Window-Architecture.md)
 - [MVP](concepts/MVP.md)
@@ -1852,6 +1907,7 @@
 - [Note-Database-Queries](concepts/Note-Database-Queries.md)
 - [NoteDatabase](concepts/NoteDatabase.md)
 - [Nudge-Sequence](concepts/Nudge-Sequence.md)
+- [NUMA](concepts/NUMA.md)
 - [Nunchi](concepts/Nunchi.md)
 - [NVMe硬盘分区](concepts/NVMe硬盘分区.md)
 - [Observability](concepts/Observability.md)
@@ -1866,6 +1922,8 @@
 - [ObsidianRecurringTasks](concepts/ObsidianRecurringTasks.md)
 - [Oli-Workflow](concepts/Oli-Workflow.md)
 - [OneFilePerActor](concepts/OneFilePerActor.md)
+- [OpenAI-Compatible-API](concepts/OpenAI-Compatible-API.md)
+- [OpenAI兼容API](concepts/OpenAI兼容API.md)
 - [OpenClaw-Deployment-Expert](concepts/OpenClaw-Deployment-Expert.md)
 - [OpenTelemetry](concepts/OpenTelemetry.md)
 - [OpenText-Tagging-Standard](concepts/OpenText-Tagging-Standard.md)
@@ -1873,9 +1931,11 @@
 - [Orchestration](concepts/Orchestration.md)
 - [Ordered-Layer](concepts/Ordered-Layer.md)
 - [Organic-Traffic-Amplification](concepts/Organic-Traffic-Amplification.md)
+- [Organizational-Second-Hit-Syndrome](concepts/Organizational-Second-Hit-Syndrome.md)
 - [OS-End-of-Life](concepts/OS-End-of-Life.md)
 - [OS-Hardening](concepts/OS-Hardening.md)
 - [Outcome-vs-Output](concepts/Outcome-vs-Output.md)
+- [OverlapAwareChunking](concepts/OverlapAwareChunking.md)
 - [Overlay-Network](concepts/Overlay-Network.md)
 - [Override-Status](concepts/Override-Status.md)
 - [OWASP-Top-Ten](concepts/OWASP-Top-Ten.md)
@@ -1909,6 +1969,7 @@
 - [Personalization](concepts/Personalization.md)
 - [PersuasionArchitecture](concepts/PersuasionArchitecture.md)
 - [Photography-Terminology](concepts/Photography-Terminology.md)
+- [PIIRedaction](concepts/PIIRedaction.md)
 - [Pipeline](concepts/Pipeline.md)
 - [Pipeline-State-Management](concepts/Pipeline-State-Management.md)
 - [PipelineVelocity](concepts/PipelineVelocity.md)
@@ -1934,6 +1995,7 @@
 - [Pre-commit-Hooks](concepts/Pre-commit-Hooks.md)
 - [PreBuildValidation](concepts/PreBuildValidation.md)
 - [Predictive-Maintenance](concepts/Predictive-Maintenance.md)
+- [PrematureAbstraction](concepts/PrematureAbstraction.md)
 - [Presentism](concepts/Presentism.md)
 - [Prisma-Access](concepts/Prisma-Access.md)
 - [Private-Cloud](concepts/Private-Cloud.md)
@@ -2024,9 +2086,11 @@
 - [Requirements-Gathering](concepts/Requirements-Gathering.md)
 - [Research-Triangulation](concepts/Research-Triangulation.md)
 - [ReservedInstances](concepts/ReservedInstances.md)
+- [Resilience](concepts/Resilience.md)
 - [Resolver-Rules](concepts/Resolver-Rules.md)
 - [Resource-Allocation](concepts/Resource-Allocation.md)
 - [Resource-Tagging](concepts/Resource-Tagging.md)
+- [ResponsesAPI](concepts/ResponsesAPI.md)
 - [Responsible-AI](concepts/Responsible-AI.md)
 - [Responsive-Breakpoints](concepts/Responsive-Breakpoints.md)
 - [ResponsiveSearchAds](concepts/ResponsiveSearchAds.md)
@@ -2064,7 +2128,9 @@
 - [Scheduled-Reminder](concepts/Scheduled-Reminder.md)
 - [Scheduled-Task-Flywheel](concepts/Scheduled-Task-Flywheel.md)
 - [ScheduledReport](concepts/ScheduledReport.md)
+- [Schema-Drift](concepts/Schema-Drift.md)
 - [Scholar-Skill](concepts/Scholar-Skill.md)
+- [ScopeCreep](concepts/ScopeCreep.md)
 - [SCP-Security-Control-Policy](concepts/SCP-Security-Control-Policy.md)
 - [SCRM](concepts/SCRM.md)
 - [Scrum](concepts/Scrum.md)
@@ -2080,7 +2146,9 @@
 - [Security-and-Compliance](concepts/Security-and-Compliance.md)
 - [Security-Engineering-Concepts](concepts/Security-Engineering-Concepts.md)
 - [Security-Group-Policy](concepts/Security-Group-Policy.md)
+- [Segregation-Of-Duties](concepts/Segregation-Of-Duties.md)
 - [Self-Education](concepts/Self-Education.md)
+- [Self-Grading-Illusion](concepts/Self-Grading-Illusion.md)
 - [Self-Healing](concepts/Self-Healing.md)
 - [Self-Healing System](concepts/Self-Healing System.md)
 - [Self-Healing-Systems](concepts/Self-Healing-Systems.md)
@@ -2154,14 +2222,17 @@
 - [Spatial-Widgets](concepts/Spatial-Widgets.md)
 - [SpatialAIOps](concepts/SpatialAIOps.md)
 - [SpatialAudio](concepts/SpatialAudio.md)
+- [SpeakerDiarization](concepts/SpeakerDiarization.md)
 - [Speed-Ramping](concepts/Speed-Ramping.md)
 - [Speedrun-Design](concepts/Speedrun-Design.md)
 - [Split](concepts/Split.md)
 - [Spot-Instances](concepts/Spot-Instances.md)
 - [SpotInstances](concepts/SpotInstances.md)
 - [SPREAD-Strategy](concepts/SPREAD-Strategy.md)
+- [Sprint-Contract](concepts/Sprint-Contract.md)
 - [SprintPlanning](concepts/SprintPlanning.md)
 - [SRE](concepts/SRE.md)
+- [SSE](concepts/SSE.md)
 - [SSE-Server-Sent-Events](concepts/SSE-Server-Sent-Events.md)
 - [SSM-Patching](concepts/SSM-Patching.md)
 - [StackSets-Deployment-Visibility](concepts/StackSets-Deployment-Visibility.md)
@@ -2170,6 +2241,7 @@
 - [Standard-Change](concepts/Standard-Change.md)
 - [STARFramework](concepts/STARFramework.md)
 - [Startup-MVP-Pipeline](concepts/Startup-MVP-Pipeline.md)
+- [State-Externalization](concepts/State-Externalization.md)
 - [Static-Routing](concepts/Static-Routing.md)
 - [Statistical-Analysis](concepts/Statistical-Analysis.md)
 - [Statistical-Process-Control](concepts/Statistical-Process-Control.md)
@@ -2181,6 +2253,7 @@
 - [Stretched-Cluster](concepts/Stretched-Cluster.md)
 - [Structuralism](concepts/Structuralism.md)
 - [StructuredInterview](concepts/StructuredInterview.md)
+- [StructuredTranscriptJSON](concepts/StructuredTranscriptJSON.md)
 - [StudyVault](concepts/StudyVault.md)
 - [StyleLock](concepts/StyleLock.md)
 - [StyleSeed](concepts/StyleSeed.md)
@@ -2198,6 +2271,7 @@
 - [SyntheticMonitoring](concepts/SyntheticMonitoring.md)
 - [System-Economy](concepts/System-Economy.md)
 - [system-monitoring](concepts/system-monitoring.md)
+- [System-Prompt-Layering](concepts/System-Prompt-Layering.md)
 - [systemd](concepts/systemd.md)
 - [T-Shaped-Skills](concepts/T-Shaped-Skills.md)
 - [Tag-Validation-Tool](concepts/Tag-Validation-Tool.md)
@@ -2241,6 +2315,7 @@
 - [Three-Tier-School-Selection](concepts/Three-Tier-School-Selection.md)
 - [ThreeActProposalNarrative](concepts/ThreeActProposalNarrative.md)
 - [ThreeActStructure](concepts/ThreeActStructure.md)
+- [ThreeTierExplanation](concepts/ThreeTierExplanation.md)
 - [TieredCampaignArchitecture](concepts/TieredCampaignArchitecture.md)
 - [Time-Boxing](concepts/Time-Boxing.md)
 - [Time-to-Market](concepts/Time-to-Market.md)
@@ -2252,6 +2327,7 @@
 - [ToolIntegration](concepts/ToolIntegration.md)
 - [ToolOrchestration](concepts/ToolOrchestration.md)
 - [TOOLS.md](concepts/TOOLS.md.md)
+- [ToolStreaming](concepts/ToolStreaming.md)
 - [ToolWrapper](concepts/ToolWrapper.md)
 - [Topic-Based-Routing](concepts/Topic-Based-Routing.md)
 - [TopicRouting](concepts/TopicRouting.md)
@@ -2260,6 +2336,7 @@
 - [TransactionalAnalysis](concepts/TransactionalAnalysis.md)
 - [Transcript-Based-Summarization](concepts/Transcript-Based-Summarization.md)
 - [TranscriptProcessing](concepts/TranscriptProcessing.md)
+- [TransferPricing](concepts/TransferPricing.md)
 - [Transit-Gateway](concepts/Transit-Gateway.md)
 - [Trauma-Informed-Analysis](concepts/Trauma-Informed-Analysis.md)
 - [Tree-of-Thoughts](concepts/Tree-of-Thoughts.md)
@@ -2306,6 +2383,7 @@
 - [VMware-Cloud-on-AWS](concepts/VMware-Cloud-on-AWS.md)
 - [Voice-Interface](concepts/Voice-Interface.md)
 - [Voice-Notification-Channel](concepts/Voice-Notification-Channel.md)
+- [VoiceActivityDetection](concepts/VoiceActivityDetection.md)
 - [VoiceProtection](concepts/VoiceProtection.md)
 - [VPC-Association-Authorization](concepts/VPC-Association-Authorization.md)
 - [VPC-Endpoint](concepts/VPC-Endpoint.md)
@@ -2333,6 +2411,7 @@
 - [Workspace](concepts/Workspace.md)
 - [WorldPartition](concepts/WorldPartition.md)
 - [WSP-Protocol](concepts/WSP-Protocol.md)
+- [X-Hermes-Session-Id](concepts/X-Hermes-Session-Id.md)
 - [X-Twitter-API-Automation](concepts/X-Twitter-API-Automation.md)
 - [X11](concepts/X11.md)
 - [Xinchuang](concepts/Xinchuang.md)
@@ -2376,6 +2455,7 @@
 - [图床](concepts/图床.md)
 - [均衡分发算法](concepts/均衡分发算法.md)
 - [增量备份](concepts/增量备份.md)
+- [多Profile隔离](concepts/多Profile隔离.md)
 - [多Provider图像生成](concepts/多Provider图像生成.md)
 - [多维度图像生成系统](concepts/多维度图像生成系统.md)
 - [天才地带](concepts/天才地带.md)
@@ -2384,6 +2464,7 @@
 - [安之若命](concepts/安之若命.md)
 - [容器资源限制](concepts/容器资源限制.md)
 - [容器重启策略](concepts/容器重启策略.md)
+- [工作流编排](concepts/工作流编排.md)
 - [工作流自动化](concepts/工作流自动化.md)
 - [并发编程](concepts/并发编程.md)
 - [底层能力](concepts/底层能力.md)