How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
repaera/chat Chat Client for Your Service's MCP Server 27 Claude Code, Codex, OpenCode 2 5,375 tok
stellarlinkco/skills stellarlink.co Agent skills for long-running execution, high-recall code review, and measurable self-impr 27 Codex, OpenCode 1 2,272 tok
eldermoraes/quarkus-agentic-scaffolding skills.sh Scaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j 27 Claude Code, Codex, OpenCode 2 7,635 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
nik1t7n/context-firewall Local-first context firewall for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 3 358 tok
kdcube/kdcube kdcube.tech Open-source, self-hosted runtime and SDK for AI applications. One tenant/project deploymen 27 Codex, OpenCode 1 2,434 tok
opsmill/infrahub-skills AI skills for developing with Infrahub. These skills provide structured guidance to any AI 27 Codex, OpenCode 1 3,999 tok
aktsmm/vscode-agent-skill-ninja VS Code Extension for searching, installing and managing Agent Skills (SKILL.md) for GitHu 27 Codex, GitHub Copilot, OpenCode 4 8,465 tok
vallafederico/webflow-dev-setup webflow-dev-setup-xi.vercel.app 27 Claude Code, Codex, OpenCode 7 508 tok
alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP 27 Claude Code, Codex, OpenCode 2 7,219 tok
nirholas/lyra-registry lyra-registry.modelcontextprotocol.name Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural 27 Claude Code, Codex, OpenCode 6 1,535 tok
kerbelp/metatron getmetatron.com Git-native context layer for AI coding agents. Your team's real engineering decisions — pa 27 Claude Code, Codex, OpenCode 2 1,962 tok
VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 27 Claude Code, Codex, Gemini CLI, OpenCode 3 2,498 tok
vinnie357/claude-skills claude code skills 27 Claude Code, Codex, OpenCode 2 6,424 tok
AndreaGriffiths11/agent-context-system agents.mainbranch.dev Utilities for managing agent memory, context windows, and task-focused state 27 Codex, OpenCode 1 1,302 tok
peixl/ifq-design-skills Agent-native design skill: ordinary prompts -> verified HTML-first prototypes, decks, dash 27 Codex, OpenCode 1 1,460 tok
jxpeng98/qiongli rsk.jxpeng.dev Academic Research Skills: Plan the work, search the literature, draft and review manuscrip 27 Claude Code, Codex, OpenCode 2 3,819 tok
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 3,192 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
flutter/dart-intellij-third-party 27 Claude Code, Codex 10 —
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 8,821 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