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
Atomic-Mail/atomic-mail-agentic atomicmail.ai Let your agents read, send, and react to email autonomously, without human involvement 264 Codex, OpenCode 1 2,198 tok
getsentry/sentry-for-ai Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more 264 Claude Code, Codex, OpenCode 5 2,266 tok
doza62/opencode-mobile OpenCode react native client for IOS, Android and Web. 264 Codex, OpenCode 1 2,493 tok
anhe2021212-spec/Tidal_Echo Self-hosted private chat channel between you and your AI companion — PWA, Claude Code, or 264 Codex, OpenCode 1 3,532 tok
yonatangross/orchestkit orchestkit.yonyon.ai The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Ins 264 Claude Code, Codex, OpenCode 2 2,117 tok
przeprogramowani/ai-rules-builder 10xrules.ai Generate "Rules for AI". Quickly ✨ 263 Claude Code, Codex, OpenCode 3 1,055 tok
gsd-build/gsd-browser A fast, native browser automation CLI built from the ground up for AI agents, powered by C 263 Codex, OpenCode 1 204 tok
Coff0xc/AutoRedTeam-Orchestrator MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static A 263 Codex, OpenCode 1 1,693 tok
michellzappa/headroom Local-first AI coding quotas and ship status, on your menu bar, iPhone, Watch and an ESP32 262 Claude Code, Codex, OpenCode 3 7,515 tok
cloudinary/pycloudinary cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Python or D 262 Claude Code, Codex, OpenCode 2 1,331 tok
miantiao-me/cloud-claw Run OpenClaw with One Click on Cloudflare Containers to Create Your Personal Agent 262 Codex, OpenCode 1 1,532 tok
taichuy/1flowbase 1flowbase.taichuy.com 1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in 262 Claude Code, Codex, Gemini CLI, OpenCode 10 1,558 tok
jidouqie/redbeacon bytestaff.jiomig.com RedBeacon | Open-source Skill and installation entry point: connects to local clients to a 262 Claude Code, Codex, OpenCode 13 1,311 tok
simion/termic termic.dev Open-source Conductor.build alternative. Runs the real claude/gemini/codex CLIs in real te 262 Claude Code, Codex, OpenCode 4 5,747 tok
ericlitman/open-pstack pstack for Claude Code and Codex, tracking Cursor pstack upstream 262 Codex, OpenCode 1 214 tok
Finesssee/ProxyPilot Windows-native CLIProxyAPI fork with TUI, system tray, and multi-provider OAuth for AI cod 261 Claude Code, Codex, OpenCode 2 1,062 tok
channprj/kmsg channprj.github.io Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages 261 Claude Code, Codex, OpenCode 2 582 tok
69gg/Undefined QQ bot platform with cognitive memory architecture and multi-agent Skills, via OneBot V11. 261 Claude Code, Codex, OpenCode 2 5,487 tok
futantan/agent-skills.md agent-skills.md Find awesome Agent Skills 261 Codex, OpenCode 1 583 tok
PatilShreyas/debroid Autonomous, headless Android debugger designed for AI coding agents. Inspect runtime memor 261 Codex, OpenCode 1 606 tok
shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript 261 Claude Code, Codex, OpenCode 14 3,367 tok
zqiren/Orbital Context is yours. Agents are replaceable. Orbital — a project agent that turns your contex 260 Claude Code, Codex, OpenCode 2 7,793 tok
quailyquaily/aqua mistermorph.com Aqua, a cli message tool for AI agents 259 Codex, OpenCode 1 567 tok
onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de 259 Claude Code, Codex, OpenCode 6 218 tok
mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking 258 Claude Code, Codex, OpenCode 2 878 tok
axa-group/oauth2-mock-server npmjs.com A development and test oriented OAuth2 mock server 258 Codex, GitHub Copilot, OpenCode 2 2,265 tok
EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi 258 Claude Code, Codex, OpenCode 2 1,059 tok
livekit-examples/agent-starter-python docs.livekit.io A complete voice AI starter for LiveKit Agents with Python. 257 Claude Code, Codex, Gemini CLI, OpenCode 3 1,175 tok
sidorares/react-x11 sidorares.github.io React renderer with X11 as a target 257 Codex, OpenCode 1 24,802 tok
Peiiii/nextclaw nextclaw.io An open-source, extensible, self-hosted agent workspace with multi-runtime support for Cod 257 Claude Code, Codex, OpenCode 39 3,039 tok
h0x91b/dev-3.0 dev3.h0x91b.com Mission control for the One Person Studio — run a fleet of AI coding agents in parallel wi 257 Claude Code, Codex, OpenCode 8 12,315 tok
ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar 257 Claude Code, Codex, OpenCode 2 21,645 tok
dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, 256 Claude Code, Codex, OpenCode 2 318 tok
mattrobinsonsre/terrapod Open-source Terraform Enterprise replacement 256 Codex, OpenCode 1 14,029 tok
originalankur/GenerateAgents.md Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive lan 256 Codex, OpenCode 1 3,246 tok
ant-design/ant-design-cli ant.design Ant Design on your command line. Query component knowledge, analyze project usage, and g 256 Claude Code, Codex, OpenCode 2 4,070 tok
hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents 256 Claude Code, Codex, OpenCode 2 9,278 tok
ed-donner/tech2ai Code to accompany my course from Software Engineer to AI Data Scientist 255 Claude Code, Codex, OpenCode 2 2,020 tok
NanmiCoder/skills-agent-proto A Skills Agent built with LangChain 1.0, demonstrating the underlying principles of Anthro 255 Claude Code, Codex, OpenCode 3 1,389 tok
leemysw/feishu-docx 🚀 Feishu/Lark Docs, Sheet, Bitable <-> Markdown | AI Agent-friendly knowledge base export 255 Claude Code, Codex, OpenCode 2 788 tok
Evokoa/pgContext A full AI search engine, built into Postgres. 255 Codex, OpenCode 1 1,455 tok
angristan/netclode stanislas.blog Self hosted cloud coding agent with k3s + kata containers + cloud hypervisor microVMs + ta 255 Codex, OpenCode 1 2,358 tok
ATOM00blue/machine-learning-library Custom APRL machine-learning algorithm + a curated ML knowledge base of 923 papers, lectur 255 Claude Code, Codex, OpenCode 2 1,399 tok
manalkaff/opendesign claude.ai/design open-sourced! 254 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
jackfranklin/dotfiles My dotfiles for my dev environment, compromising of tmux, vim, zsh and git. 254 Claude Code, Codex, OpenCode 2 2,299 tok
jentic/jentic-public-apis jentic.com Directory of OpenAPI specifications for thousands of public APIs. Every API is machine-rea 254 Codex, OpenCode 1 375 tok
badlogic/pi-share-hf Collect, review, and upload redacted pi session files to a Hugging Face dataset 254 Codex, OpenCode 1 241 tok
The-AI-Alliance/tapestry thealliance.ai Project Tapestry aims to give every nation and participant frontier AI they can call their 254 Codex, GitHub Copilot, OpenCode 2 3,075 tok
grafana/skills 254 Claude Code, Codex, OpenCode 1 1,346 tok
shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 253 Claude Code, Codex, OpenCode 33 3,346 tok