How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ikeisuke/ai-dlc-starter-kit AI-DLC starter kit 27 Claude Code, Codex, OpenCode 4 3,435 tok
Second-Order-Systems/Dystil 2os.ai 27 Claude Code, Codex, OpenCode 2 2,074 tok
matthewdcage/llm-swarm-router Run the LLM Swarm Router on machines to distribute Local Ai to the Swarm - More Machines - 27 Claude Code, Codex, OpenCode 12 11,481 tok
zvadaadam/deus-machine deusmachine.ai Your machine for building software 27 Claude Code, Codex, OpenCode 2 4,146 tok
sassanh/quiper quiper.sassanh.com Spotlight for webapps. A frictionless, pure AppKit macOS HUD that brings ChatGPT, Claude, 27 Codex, OpenCode 1 1,726 tok
DevVig/microbridge Open-source control plane for the Codex Micro — one macropad, every coding agent 27 Codex, OpenCode 1 323 tok
DanMcInerney/mma-ai 27 Claude Code, Codex, OpenCode 2 5,337 tok
inference-gateway/adk An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents wri 27 Codex, OpenCode 1 2,092 tok
boozedog/pi-codemode 27 Codex, OpenCode 1 762 tok
justrach/codegraff2 CodeGraff: a faster, lightweight coding agent for focused terminal development 27 Codex, OpenCode 1 1,755 tok
audreyt/civic.ai civic.ai A governance framework by Audrey Tang and Dr Caroline Emmer De Albuquerque Green that tran 27 Codex, OpenCode 1 1,854 tok
cdviz-dev/cdviz cdviz.dev Improve software delivery (pipelines, test, deployment, dora, ...): observe then react 27 Codex, OpenCode 1 1,905 tok
eddmann/whatsapp-cli eddmann.com WhatsApp from your terminal. Pipe it, script it, automate it. 27 Claude Code, Codex, OpenCode 2 471 tok
lout33/termcanvas yupanqui.xyz Open-source macOS app for steering tmux-backed agents with a live sidebar tree and current 27 Codex, OpenCode 1 1,749 tok
spencermarx/orc A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intent 27 Claude Code, Codex, OpenCode 29 4,187 tok
sampleXbro/agentsmesh samplexbro.github.io One config for every AI coding tool, plus lessons so your agents learn from their mistakes 27 Claude Code, Codex, OpenCode 3 3,363 tok
shiyubao78/token-sprite 🌱 Burning tokens, growing neurons. Use your real Claude Code / Codex usage to raise a des 27 Claude Code, Codex, OpenCode 2 2,560 tok
Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,181 tok
jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 6 3,886 tok
RobithYusuf/mcp-stealth-chrome Stealth Chrome MCP server - 100++ tools for AI agents. One-liner Cloudflare Turnstile bypa 27 Claude Code, Codex, OpenCode 2 9,451 tok
Cognipeer/console docs.cognipeer.com Open-source, self-hosted AI gateway and control plane: OpenAI-compatible LLM routing, RAG, 27 Codex, GitHub Copilot, OpenCode 2 9,822 tok
ldclabs/anda-bot anda.bot 🐼 Born of panda. Awakened as Anda. A copilot for your computer, powered by the Anda Brain 27 Codex, OpenCode 1 2,071 tok
alexgusevski/carouselbot carousel.bot Free, open-source, local-first carousel editor with an MCP companion 27 Codex, OpenCode 1 815 tok
awslabs/llm-evaluation-system Agentic AI-guided evaluation system for comparing LLMs with multi-judge jury scoring 27 Claude Code, Codex, OpenCode 5 7,551 tok
pubky/pubky-app pubky.app 27 Claude Code, Codex, OpenCode 6 3,452 tok
sinanata/unreal-umg-design-system A drop-in design system for Unreal Engine UMG: design tokens, themed C++ widgets, 120 vect 27 Codex, GitHub Copilot, OpenCode 2 3,632 tok
trinadhthatakula/Loki Android App logger 27 Claude Code, Codex, OpenCode 2 4,354 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 27 Claude Code, Codex, OpenCode 2 4,096 tok
afx-team/evjs afx-team.github.io A react full-stack framework. 27 Codex, OpenCode 1 1,270 tok
fiberplane/mcp-gateway Gateway for inspecting and auditing your MCP servers 27 Claude Code, Codex, OpenCode 2 5,849 tok
Dicklesworthstone/franken_networkx Rust-backed, memory-safe NetworkX-compatible graph library: a pip-installable drop-in surf 27 Codex, OpenCode 1 9,506 tok
dmmulroy/pi-mcp Pi extension for OpenCode-style MCP client support 27 Codex, OpenCode 1 78 tok
MahammadNuriyev62/claude-code-katex marketplace.visualstudio.com VSCode extension that adds LaTeX math rendering to Claude Code using KaTeX 27 Claude Code, Codex, OpenCode 2 5,201 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 27 Claude Code, Codex, OpenCode 2 14,713 tok
K-Dense-AI/rowan-autosearch k-dense.ai Agent-driven molecular optimization over chemical space, using Rowan for property scoring 27 Codex, OpenCode 1 1,763 tok
shawndotty/ioto-update Plugin For IOTO Framework Update 27 Codex, OpenCode 1 5,394 tok
jdm4pku/RE-Skills Requirements Engineering Skills for Claude Code, Cowork, Codex, and AI agents. 27 Claude Code, Codex, OpenCode 3 2,759 tok
hoangsonww/Forge-Agentic-Coding-CLI hoangsonww.github.io 🦄 Forge - a local-first, multi-agent software-engineering runtime that runs Claude Code / 27 Claude Code, Codex, OpenCode 29 4,020 tok
hhtttttiger/AgentLabKit AgentLabKit — a full-stack enterprise solution for multi-agent systems, deterministic work 27 Claude Code, Codex, OpenCode 2 865 tok
oceanjustinlin/qimen qimendao.com AI-based Qimen Dunjia online chart generation, situation analysis, conclusion analysis, an 27 Claude Code, Codex, OpenCode 9 76 tok
uetzel/AutoADHD 27 Claude Code, Codex, OpenCode 4 5,454 tok
Italian-Builders-Org/magistra Open-source Italian legal platform 27 Claude Code, Codex, OpenCode 3 1,925 tok
axot/OpenSuperMLX macOS app for real-time audio transcription powered by MLX on Apple Silicon 27 Claude Code, Codex, OpenCode 2 7,157 tok
sourceant/sourceant sourceant.ai Persistent memory for AI coding agents: decisions, rules, API contracts, and system topolo 27 Codex, OpenCode 1 142 tok
stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding 27 Claude Code, Codex, OpenCode 6 729 tok
asyncswap/solidity-language-server solidity-language-server-docs.pages.dev A fast Solidity language server powered by solc and foundry. 27 Codex, OpenCode 1 3,184 tok
ctxpipe-ai/ctxpipe ctxpipe.ai Git-backed context for coding agents. Your code, tickets, docs and incidents become Markdo 27 Claude Code, Codex, OpenCode 67 6,274 tok
hong-kailin/OpenCodeFromScratch A line-by-line recreation of the open-source AI coding agent opencode, evolving from a min 27 Codex, OpenCode 1 3,661 tok
Fantety/next-engine nextengine.net Next Engine – Multi-platform 2D and 3D game engine with AI 27 Codex, OpenCode 1 314 tok
salesforce-ux/design-system-2-starter-kit salesforce-ux.github.io 27 Claude Code, Codex, OpenCode 4 1,523 tok