# AI Agents (MoC) ## Overview Notes about AI agents. ## Notes <!-- QueryToSerialize: LIST FROM #ai/agents AND !#type/quote AND !#type/creation/quote WHERE public_note = true SORT file.name ASC --> <!-- SerializedQuery: LIST FROM #ai/agents AND !#type/quote AND !#type/creation/quote WHERE public_note = true SORT file.name ASC --> - [[2026-05-04 Heavy AI Agents Are an Anti-Pattern]] - [[2026-05-06 Eight Mechanisms Keep OSK v4 AI Robust at Scale]] - [[2026-05-18 Claude Code Agent View - One Screen for Background Sessions]] - [[2026-06-02 HTML Anything Prompts to Raw HTML and CSS]] - [[2026-06-02 Open Design An AI-Native Design Platform]] - [[2026-06-09 last30days - An Agent Skill That Searches People, Not Editors]] - [[2026-08-01 Kimi K3, Qwen 3.8, and a Week That Reset the Open-Weight Frontier]] - [[2026-08-21 GitHub Copilot gets sandboxing - local via MXC, cloud via ephemeral VMs]] - [[2026-08-21 IntelliJ IDEA's MCP server gives agents the index and the debugger]] - [[2026-08-22 My AI assistant is turning into an operating system]] - [[2026-09-22 Claude Code Projects - stop managing sessions, talk to one agent]] - [[2026-09-23 Introducing the Agentic Resource Discovery Server plugin for Obsidian]] - [[2026-10-01 Claude Code context all - see exactly what eats your context window]] - [[37signals AI Recommendations (2026-01)]] - [[abtop]] - [[AG-UI Protocol]] - [[Agent Client Protocol (ACP)]] - [[Agent Development Lifecycle (ADLC)]] - [[Agent Host Protocol (AHP)]] - [[Agent Plugins Specification]] - [[Agent Reach]] - [[Agent Registry (ARD)]] - [[Agent System Engineering]] - [[Agent Zero (AI)]] - [[Agent-Native (Builder.io)]] - [[Agent-Native Product Decomposition]] - [[Agent2Agent Protocol (A2A)]] - [[AgentBox]] - [[Agentfiles plugin for Obsidian]] - [[Agentic AI Foundation (AAIF)]] - [[Agentic Community]] - [[Agentic Context Engineering]] - [[Agentic Engineering]] - [[Agentic Era]] - [[Agentic Knowledge Management (AKM)]] - [[Agentic loops]] - [[Agentic Resource Discovery Server plugin for Obsidian]] - [[Agentic Resource Discovery Specification (ARD)]] - [[AgentOS]] - [[AgentRun]] - [[Agents Mental Model]] - [[AGENTS.md (File Convention)]] - [[AgentsView]] - [[AI Agent Distribution]] - [[AI Agent Harness]] - [[AI Agent Identity]] - [[AI Agent Memory]] - [[AI Agent Orchestration]] - [[AI Agent Panels]] - [[AI Agent Permissions]] - [[AI Agent Portability]] - [[AI Agent Routing]] - [[AI Agent Skills]] - [[AI Agent Skills in Chrome]] - [[AI Agent Swarms]] - [[AI Agents]] - [[AI Assistant Architecture]] - [[AI Catalog (ai-catalog.json)]] - [[AI Coding Maturity Levels]] - [[AI Guardrails]] - [[AI Master Prompt]] - [[AI Observability]] - [[AI Red Teaming]] - [[AI Skill Best Practices]] - [[AI Skill Composability]] - [[AI Skill Distribution]] - [[AI Skill Portability]] - [[AI Skill Portability Checklist]] - [[AI Skill Resilience]] - [[AI Skill Scoping]] - [[AI Skill Supply Chain Security]] - [[AI Skill Testing]] - [[AI Skill Versioning]] - [[AI skills operationalize passive knowledge]] - [[AI Subagents]] - [[AI Tool Use]] - [[Aider]] - [[Ambient Programming]] - [[Analog Reading, Digital Knowledge - The Full Pipeline From Paper Notes to AI Skills (Article)]] - [[Antigravity 2.0]] - [[Antigravity CLI]] - [[Antigravity SDK]] - [[ARD Discovery Mechanisms]] - [[ARD Federation]] - [[ARD Trust Manifest]] - [[ARD URN Identifier]] - [[Arscontexta plugin for Claude Code]] - [[arXiv AI Skill]] - [[Ash]] - [[asm (AI)]] - [[AutoGPT]] - [[Awesome GitHub Copilot]] - [[Barrel Pattern]] - [[Beads]] - [[Beads Viewer]] - [[BMad Method]] - [[Brian Madison]] - [[Buzz]] - [[Caveman AI Skill]] - [[Challenges in Managing AI Agent Swarms]] - [[Chartr]] - [[Chatbase]] - [[Claude Account Switcher]] - [[Claude Code]] - [[Claude Code Agent Teams]] - [[Claude Code Agent View]] - [[Claude Code Artifacts]] - [[Claude Code Auto Mode]] - [[Claude Code Channels]] - [[Claude Code Projects]] - [[Claude Code Routines]] - [[Claude Code Skills]] - [[Claude Code Web]] - [[Claude Cowork]] - [[Claude Dynamic Workflows]] - [[Claude in Chrome]] - [[Claude Managed Agents]] - [[Claude Managed Agents Dreams]] - [[Claude Managed Agents Environments]] - [[Claude Managed Agents Events]] - [[Claude Managed Agents Memory Stores]] - [[Claude Managed Agents Multi-Agent]] - [[Claude Managed Agents Outcomes]] - [[Claude Managed Agents Sessions]] - [[Claude Managed Agents Tools]] - [[Claude Opus 4.8 and Dynamic Workflows]] - [[Claude Science]] - [[Claude Tag]] - [[claude-hook-utils]] - [[Cline]] - [[Cloudflare Artifacts]] - [[Cloudflare CLI]] - [[Cloudflare Forge]] - [[Cloudflare Mesh]] - [[Cloudflare Temporary Accounts]] - [[Cloudflare Wallets]] - [[CocoIndexCode]] - [[Code Mode MCP Pattern]] - [[Code Review Graph]] - [[CodeGraph]] - [[Coder]] - [[Codex App]] - [[Codex CLI]] - [[Codex Cloud]] - [[Codex IDE Extension]] - [[Codex Security plugin]] - [[Coding Agent Session Search (cass)]] - [[Composer 2]] - [[Composer 2.5]] - [[Context Engineering]] - [[Cook (Orchestration CLI)]] - [[Cook AI Agent]] - [[Countries and Cities Landmark Images AI Skills]] - [[Crabbox]] - [[Cursor]] - [[Cursor Agent Mode]] - [[Cursor Agent Swarms]] - [[Cursor Automations]] - [[Cursor Blame]] - [[Cursor CLI]] - [[Cursor Cloud Agents]] - [[Cursor Hooks]] - [[Cursor Memories]] - [[Cursor Multi-Agents]] - [[Cursor Skills]] - [[Cursor Subagents]] - [[DESIGN.md Specification]] - [[Devin]] - [[Dify]] - [[Distinction between AI Agents and Automation Workflows]] - [[Docker Agent]] - [[Docker Compose for AI]] - [[Docker Sandboxes]] - [[Dots (AI)]] - [[DrSkill]] - [[DSLs Make LLM Output Reliable]] - [[DSPy]] - [[Dust.tt]] - [[Ephemeral Environments]] - [[execd daemon]] - [[Fabro]] - [[Factory AI]] - [[fast-jev-compaction]] - [[FastContext]] - [[FastMCP]] - [[Find animation opportunities AI skill]] - [[From Smart Notes to AI Skills]] - [[Garmin AI Skill]] - [[Gas City]] - [[Gas Town]] - [[Gemini CLI]] - [[Gemini Spark]] - [[Gemma AI Skills]] - [[GEPA]] - [[GitHub Agent HQ]] - [[GitHub Copilot]] - [[GitHub Copilot App]] - [[GitHub Copilot Canvases]] - [[GitHub Copilot CLI]] - [[GitHub Copilot Managed Settings]] - [[GitHub Copilot MCP Registry]] - [[GitHub Copilot Sandboxing]] - [[GitHub Copilot SDK]] - [[GitHub Copilot Vision]] - [[Google AI Skills]] - [[Google Antigravity]] - [[Google Cloud Knowledge Catalog]] - [[Google Jules]] - [[Goose]] - [[Gordon (Docker AI Agent)]] - [[Graphify]] - [[Grok Bot]] - [[Grok Build]] - [[Harness Engineering]] - [[Headroom]] - [[Heavy AI Agents Are an Anti-Pattern - Why Fewer Agents With More Skills Wins (Article)]] - [[Herdr]] - [[Hermes]] - [[Hermes Agent]] - [[Hermes Agent Self-Evolution]] - [[Honcho]] - [[How I Build AI Skills That Actually Work (Article)]] - [[How to Build AI Skills to Automate Processes]] - [[How to create your Business AI Master Prompt]] - [[How to create your Personal AI Master Prompt]] - [[How to structure your AI Master Prompt]] - [[HTML Anything]] - [[HTTP Payments Protocol (x402)]] - [[Hubble]] - [[Human-AI Collaboration Patterns]] - [[HumanLayer]] - [[HyperFrames]] - [[Intelligent Terminal]] - [[Intent Engineering]] - [[IsItAgentReady]] - [[JCode]] - [[JetBrains Air]] - [[JetBrains Context]] - [[jev-mcp]] - [[Kanbots]] - [[Kimi CLI]] - [[Kimi Code]] - [[Kimi K2.5]] - [[Kimi K2.6]] - [[Kimi K3]] - [[KiteSurf]] - [[Koog]] - [[LangChain]] - [[LangFlow]] - [[LangGraph]] - [[Le Chat Work Mode]] - [[Lethal Trifecta for AI Agents]] - [[Lindy]] - [[Linear]] - [[LiteLLM Agent Control Plane]] - [[LM Studio Bionic]] - [[Loops (Agent Loop Gallery)]] - [[Make (AI)]] - [[Manus]] - [[Mario Zechner]] - [[Markdown-based Installation (MD Scripts)]] - [[Maryam Miradi]] - [[Mastra Agents]] - [[Mastra AI]] - [[Mastra Evals]] - [[Mastra Harness]] - [[Mastra Memory]] - [[Mastra Observability]] - [[Mastra RAG]] - [[Mastra Studio]] - [[Mastra Tools]] - [[Mastra Workflows]] - [[MCP Gateway Registry]] - [[Microsoft Agent Framework]] - [[Microsoft AI Agent Governance Toolkit]] - [[Microsoft eXecution Container (MXC)]] - [[Microsoft Teams AI Agents]] - [[MiniMax Agent]] - [[Mistral Remote Agents]] - [[Mistral Vibe]] - [[Mistral Vibe CLI]] - [[Model routing]] - [[Multi-Agent Portability]] - [[Multi-Agent System (MAS)]] - [[Multica]] - [[NanoClaw]] - [[Nessie Labs]] - [[Notion Agents]] - [[Notis]] - [[NVIDIA SkillSpector]] - [[NVIDIA VoiceChat-11B]] - [[Obsidian AI Skills by Steph Ango]] - [[Obsidian Starter Kit - System - AI Assistant System]] - [[Odysseus (AI)]] - [[Odysseus Deep Research]] - [[Odysseus Email Assistant]] - [[OfficeCLI]] - [[Ona]] - [[Open Code Review (Alibaba)]] - [[Open Design]] - [[Open Knowledge Format (OKF)]] - [[OpenAI Agents API]] - [[OpenAI Agents SDK]] - [[OpenAI Codex]] - [[OpenBot]] - [[OpenClaude]] - [[OpenClaw]] - [[OpenClaw ACP Agents]] - [[OpenClaw Channels]] - [[OpenClaw Gateway]] - [[OpenClaw Hooks]] - [[OpenClaw Memory System]] - [[OpenClaw Mission Control Dashboards]] - [[OpenClaw Multi-Agent Routing]] - [[OpenClaw Nodes]] - [[OpenClaw Skills]] - [[OpenClaw Standing Orders]] - [[OpenClaw Sub-Agents]] - [[OpenCode]] - [[OpenHands]] - [[OpenHarness]] - [[OpenMontage]] - [[OpenSandbox]] - [[OpenSandbox Credential Vault]] - [[OpenSandbox Sandbox Protocol]] - [[OpenSRE]] - [[OpenWiki (AI)]] - [[OpenWork]] - [[Orbit Agents]] - [[Ori Eval]] - [[osb CLI]] - [[OWASP MCP Security Taxonomy]] - [[Paperclip (AI Agent Orchestration)]] - [[Paseo]] - [[Personal AI Infrastructure]] - [[Pi Mono]] - [[Polygraph (AI)]] - [[Ponytail (AI)]] - [[Prompt injection]] - [[Pydantic AI]] - [[qm (Y Combinator)]] - [[quotawake]] - [[Ralph Loop]] - [[Ralph TUI]] - [[Ralph Wiggum Technique]] - [[Readwise AI Skills]] - [[Reward Hacking]] - [[Roo Code]] - [[Rowboat]] - [[Ruflo]] - [[Sandcastle (AI)]] - [[Scholar AI Skill]] - [[Serena]] - [[Shepherd (AI)]] - [[Skill Cabinet]] - [[Skills.sh]] - [[Slack Code]] - [[Software Design Patterns for AI Skills and Agents]] - [[Spiral (AI)]] - [[Steve Yegge]] - [[Strands Agent Loop]] - [[Strands Agents]] - [[Strands Agents Shell]] - [[Strands Context Management]] - [[Strands Hooks]] - [[Strands State]] - [[Superset]] - [[SWE-Bench]] - [[Technical Documentation AI Skill]] - [[Terragon]] - [[tmux-ide]] - [[treg]] - [[TrueForge]] - [[Types of Context for AI Agents]] - [[Using LLM Wikis to Prepare Courses]] - [[Vellum]] - [[Vercel DeepSec]] - [[Vercel Eve]] - [[Vercel fx]] - [[Vercel Open Agents]] - [[Vercel Sandboxes]] - [[Vibe Coding]] - [[Vox Director]] - [[Warden]] - [[Warden CLI]] - [[Warp]] - [[webctl]] - [[WebMCP]] - [[Webwright]] - [[Why Humans Are the Bottleneck in AI Agent Swarms and What We Can Do About It (Article)]] - [[Why Your AI Skills Break on Other Machines (Article)]] - [[Windsurf]] - [[Your AI Doesn't Know You - Why PKM Is the Missing Foundation for AI Agents (Article)]] - [[Zapier Agents]] - [[ZCode]] - [[ZeroClaw]] <!-- SerializedQuery END --> ## Quotes <!-- QueryToSerialize: LIST FROM #ai/agents AND (#type/quote OR #type/creation/quote) WHERE public_note = true SORT file.name ASC --> <!-- SerializedQuery: LIST FROM #ai/agents AND (#type/quote OR #type/creation/quote) WHERE public_note = true SORT file.name ASC --> - [[AI agents are only as good as the knowledge systems they operate on]] - [[If you let your AI agents use skills you have not read, it's exactly like running unknown programs as root, but with potentially much worse risks]] <!-- SerializedQuery END -->