How real projects configure their agents

22,053 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
kstenerud/yoloai yoloai.dev Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right 211 Claude Code, Codex, OpenCode 5 4,163 tok
damianvtran/local-operator local-operator.com An open-source AI agent hub for your own machine: build organizations of collaborating age 211 Codex, OpenCode 1 30,277 tok
roryeckel/wyoming_openai OpenAI-Compatible Proxy Middleware for the Wyoming Protocol 211 Claude Code, Codex, OpenCode 5 824 tok
Niall-Young/Canvasight A plugin for organizing tasks and then handing them off to AI tools. 211 Codex, OpenCode 1 6,043 tok
jmagly/aiwg aiwg.io Cognitive architecture for AI-augmented software development. Specialized agents, structur 211 Claude Code, Codex, OpenCode, Windsurf 3 715 tok
guaardvark/guaardvark guaardvark.com The self-hosted AI studio: local video, image, music, voice, LoRA training, coding swarms, 211 Claude Code, Codex, OpenCode 16 802 tok
skrstop/MCPHub-Desktop MCPHub Desktop is a desktop client built with Tauri 2 for centrally managing MCP servers, 211 Codex, OpenCode 1 52,421 tok
johunsang/semble_rs Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunki 210 Claude Code, Codex, OpenCode 2 1,239 tok
smartcomputer-ai/agent-os Build autonomous AI agents! 🌞 210 Claude Code, Codex, OpenCode 2 2,402 tok
FerroxLabs/ijfw npmjs.com IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents 210 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,538 tok
gurgeous/table_tennis A Ruby library for printing stylish tables in your terminal. 210 Codex, OpenCode 1 294 tok
modem-dev/baudbot Multiplayer, always-on AI dev assistant built on Pi - like OpenClaw but for your whole tea 210 Claude Code, Codex, OpenCode 2 1,464 tok
arch3rPro/1Panel-Appstore arch3rpro.github.io 1Panel third-party app store (operations monitoring, free LLM APIs, NAS tools, container m 210 Codex, OpenCode 1 821 tok
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 210 Claude Code, Codex, OpenCode 2 7,239 tok
BlockRunAI/awesome-finance-mcp A curated list of MCP servers for AI finance agents 210 Codex, OpenCode 1 829 tok
akiselev/ghidra-cli Automate Ghidra reverse engineering from the command line — headless analysis, decompilati 210 Claude Code, Codex, OpenCode 4 767 tok
naodeng/awesome-qa-skills inaodeng.com Awesome QA Skills is an open-source AI-native Quality Engineering skill system that helps 210 Codex, OpenCode 1 2,321 tok
malpern/VoxClaw malpern.github.io Give OpenClaw a voice — Let your agent speak from any Mac on your network 209 Claude Code, Codex, OpenCode 48 2,484 tok
spire-studio/cloakbot A privacy-first AI agent that sanitizes your prompts locally with a local LLM before forwa 209 Claude Code, Codex, OpenCode 2 770 tok
QuanhuZeYu/Qz-Miner Chain mining specifically adapted for Minecraft 1.7.10 GTNH. Its specialty is mining GregT 209 Codex, OpenCode 1 637 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 209 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
asimons81/hermes-gpt hermes-gpt.tonysimons.dev ChatGPT with keys to your machine. What could go wrong? 209 Codex, OpenCode 1 930 tok
popstas/telegram-download-chat Download any Telegram chat history: CLI, GUI, WebUI, MCP, Skill 209 Claude Code, Codex, OpenCode 3 5,104 tok
CorridorTech/PoseCap 209 Claude Code, Codex, OpenCode 34 3,905 tok
nicosuave/memex Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessi 209 Claude Code, Codex, OpenCode 2 67 tok
scorbo2/TalkWithMe Configurable AI chat with TTS/STT 209 Codex, OpenCode 1 10,425 tok
mlzoo/mcp_forge A general-purpose development framework specifically designed for building enterprise-grad 208 Codex, OpenCode 1 420 tok
agentlogs/agentlogs agentlogs.ai Collaboration in the age of agentic engineering 208 Claude Code, Codex, OpenCode 2 1,039 tok
vasylenko/bear-notes-mcp bear-notes-mcp.vercel.app MCP Server for Bear note taking app available as Claude Desktop extension or standalone se 208 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,308 tok
chsami/Microbot themicrobot.com Modified Version of the Open source Runelite client 208 Claude Code, Codex, OpenCode 2 648 tok
pproenca/dot-skills A collection of AI agent skills following the Agent Skills open format 208 Codex, OpenCode 1 695 tok
thiagodmont/keynobi keynobi.com Your Android companion debug buddy 207 Codex, OpenCode 1 1,174 tok
MichealWayne/fe-tools blog.michealwayne.cn Commonly used frontend development documentation and website URLs, style/JS utility librar 207 Codex, OpenCode 1 1,307 tok
xiaojiou176-open/codeflow xiaojiou176-open.github.io OpenVibeCoding is the command tower for AI engineering: plan, delegate, track, resume, and 207 Claude Code, Codex, OpenCode 2 12,368 tok
Michael-OvO/obsidian-knowledge-agent Agent-driven pipeline that turns raw material (PDFs, slides, syllabi, papers, URLs) into s 207 Codex, OpenCode 1 1,417 tok
makenotion/notion-cookbook Hub for getting started with Notion, including documentation, customizable scripts, and qu 207 Codex, GitHub Copilot, OpenCode 2 1,630 tok
avivsinai/bitbucket-cli Bitbucket CLI with gh-like ergonomics 207 Claude Code, Codex, OpenCode 3 862 tok
yigitkonur/awesome-herdr A curated guide to the Herdr ecosystem: tools, workflows, configs, clients, skills, and in 207 Codex, OpenCode 1 1,272 tok
sevensir888/codex-command-center A local desktop control center for organizing Codex projects, engineering tasks, sessions, 207 Codex, OpenCode 1 556 tok
RaananW/babylonjs-webpack-es6 Babylon.js basic scene with typescript, webpack, es6 modules, editorconfig, eslint, hot lo 206 Codex, GitHub Copilot, OpenCode 2 2,297 tok
garagon/nanostack nanostack.sh A workflow harness that helps AI coding agents plan, review, test, and ship safer code. 206 Codex, Gemini CLI, OpenCode 2 1,018 tok
andreszs/ComfyUI-OpenPose-Studio OpenPose Studio node for ComfyUI workflows. 206 Codex, OpenCode 1 792 tok
rayobyte-data/rayobrowse rayobyte.com Stealth Chromium browser for web scraping and AI agents. 206 Codex, OpenCode 1 1,011 tok
CelestoAI/agentor docs.celesto.ai Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI 206 Codex, GitHub Copilot, OpenCode 2 2,658 tok
Joouis/agent-maestro marketplace.visualstudio.com Turn VS Code into your compliant AI playground! With Agent Maestro, spin up Cline or Roo o 206 Claude Code, Codex, OpenCode 3 1,512 tok
dwebagents/AgentPipe dwebagents.github.io High performance multithreaded task execution and optimization engine for agents and dweb 205 Claude Code, Codex, OpenCode 2 67 tok
chiimagnus/SyncNos chiimagnus.notion.site A web clipper, saving AI chats, web articles, and video transcripts into Notion, Obsidian, 205 Codex, OpenCode 1 1,060 tok
mohitmishra786/low-level-dev-skills lowleveldevskills.com A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, 205 Codex, OpenCode 1 1,206 tok
Ruler4396/dsh-launcher DeepSeek Harness (dsh) lightweight Windows launcher: double-click to run, native and restr 205 Codex, OpenCode 1 1,668 tok
0cv/herdr-mobile-relay Approve and monitor Herdr agents remotely from your phone, a mobile web app for Android/iO 205 Codex, OpenCode 1 168 tok