How real projects configure their agents

21,923 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
plbrault/youre-the-os plbrault.github.io A game where you are a computer's OS and you have to manage processes, memory and I/O even 2,682 Codex, OpenCode 1 632 tok
lopopolo/harness-engineering openai.com 🐎 Ryan Lopopolo’s anthology, field guide, and agent context bundle for harness engineerin 2,681 Claude Code, Codex, OpenCode 2 1,339 tok
jgravelle/jcodemunch-mcp jcodemunch.com Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-le 2,672 Claude Code, Codex, OpenCode 24 37,849 tok
glincker/thesvg thesvg.org 6,500+ brand SVG icons for developers. Tree-shakeable, typed, open source. npm i thesvg 2,662 Codex, OpenCode 1 844 tok
mongodb/mongo-java-driver mongodb.com The official MongoDB drivers for Java, Kotlin, and Scala 2,661 Claude Code, Codex, OpenCode 4 1,002 tok
org2AI/ORG2 System of record for how agents build software: Built-in rust harness & 20+ CLIs. 2,649 Codex, OpenCode 1 3,019 tok
wassim249/fastapi-langgraph-agent-production-ready-template A production-ready FastAPI template for building AI agent applications with LangGraph inte 2,644 Claude Code, Codex, OpenCode 2 1,960 tok
huggingface/tau twotimespi.dev A Python port of Pi’s minimalist coding agent. 2,639 Codex, OpenCode 1 678 tok
gridaco/grida grida.co Grida — Open Canvas 2,635 Claude Code, Codex, OpenCode 30 2,504 tok
heshengtao/super-agent-party agentparty.top ⭐ All-in-one AI companion! Super Agent Party = Self-hosted neuro sama + openclaw! ⭐ 2,635 Codex, OpenCode 1 2,311 tok
module-federation/core module-federation.io Module Federation is a concept that allows developers to share code and resources across m 2,630 Claude Code, Codex, Cursor, OpenCode 9 6,288 tok
SummerSec/ShiroAttack2 Comprehensive exploitation of Shiro deserialization vulnerabilities (for authorized testin 2,627 Claude Code, Codex, OpenCode 3 2,182 tok
centminmod/my-claude-code-setup threads.com Shared starter template configuration and CLAUDE.md memory bank system for Claude Code 2,624 Claude Code, Codex, Gemini CLI, OpenCode 5 2,545 tok
nunit/nunit nunit.org NUnit Framework 2,623 Claude Code, Codex, GitHub Copilot, OpenCode 9 719 tok
plexe-ai/plexe plexe.ai ✨ Build a machine learning model from a prompt 2,618 Claude Code, Codex, OpenCode 2 1,434 tok
yaojingang/yao-meta-skill YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portabilit 2,602 Codex, OpenCode 1 3,710 tok
lncrawl/lightnovel-crawler lncrawl.bitanon.dev Generate and download e-books from online sources. 2,588 Claude Code, Codex, OpenCode 10 3,111 tok
supabase/agent-skills supabase.com Agent Skills to help developers using AI agents with Supabase 2,584 Claude Code, Codex, OpenCode 2 1,633 tok
ForceInjection/AI-fundamentals forceinjection.github.io AI fundamentals—GPU architecture, CUDA programming, large language model basics, and AI Ag 2,578 Claude Code, Codex, OpenCode 2 3,658 tok
HarleyCoops/Math-To-Manim Create Epic Math and Physics Animations & Study Notes From Text and Images. 2,573 Claude Code, Codex, GitHub Copilot, OpenCode 6 12,381 tok
itayinbarr/little-coder itayinbarr.github.io A harness optimized to smaller LLMs 2,566 Codex, OpenCode 1 1,788 tok
Azure/azure-sdk-for-java This repository is for active development of the Azure SDK for Java. For consumers of the 2,565 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,984 tok
kayba-ai/agentic-context-engine kayba.ai 🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai 2,565 Claude Code, Codex, OpenCode 19 2,759 tok
neilotoole/sq sq.io sq data wrangler 2,560 Claude Code, Codex, OpenCode 5 3,942 tok
Agent-Field/agentfield agentfield.ai Build, run and scale AI agents like API and microservices 2,555 Claude Code, Codex, OpenCode 2 4,146 tok
graphistry/pygraphistry PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs wit 2,554 Claude Code, Codex, OpenCode 2 502 tok
huggingface/OpenEnv huggingface.co An interface library for RL post training with environments. 2,553 Claude Code, Codex, OpenCode 32 3,744 tok
git-ai-project/git-ai usegitai.com A Git extension for tracking the AI-generated code in your repos 2,540 Claude Code, Codex, OpenCode 2 4,562 tok
getopenscreen/openscreen getopenscreen.com Record your screen, ship a demo. Free and open-source, GPU-accelerated, no watermarks, no 2,516 Codex, OpenCode 1 5,627 tok
openwebf/webf openwebf.com Bring JavaScript and Web Dev to Flutter 2,513 Claude Code, Codex, OpenCode 13 2,407 tok
samuelgursky/davinci-resolve-mcp MCP server integration for DaVinci Resolve Studio 2,508 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 30 7,033 tok
expo/skills A collection of AI agent skills for working with Expo projects and Expo Application Servic 2,507 Claude Code, Codex, OpenCode 2 2,546 tok
agentclientprotocol/claude-agent-acp Use Claude Agent SDK from any ACP client 2,504 Claude Code, Codex, OpenCode 2 388 tok
snarktank/antfarm antfarm.cool Build your agent team in OpenClaw with one command. 2,499 Codex, OpenCode 1 582 tok
mattzcarey/shippie shippie.dev extendable code review and QA agent 🚢 2,496 Codex, OpenCode 1 993 tok
simonoppowa/OpenNutriTracker 🍴 OpenNutriTracker is a free and open source calorie tracker with a focus on simplicity a 2,496 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,993 tok
terryyin/lizard A simple code complexity analyser without caring about the C/C++ header files or Java impo 2,493 Codex, Cursor, OpenCode 9 1,003 tok
CarGuo/GSYGithubAPP juejin.im A comprehensive open-source React Native project with rich features, suitable for learning 2,491 Codex, OpenCode 1 1,542 tok
Piebald-AI/tweakcc Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters 2,486 Claude Code, Codex, OpenCode 3 883 tok
itmeo/webgradients webgradients.com 180 free CSS3, Figma, Sketch & PSD gradients — plus a JSON dataset for design tools, gener 2,474 Codex, OpenCode 1 1,579 tok
Exorust/TorchLeet torch-leet.vercel.app LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, A 2,470 Codex, OpenCode 1 492 tok
Bitterbot-AI/bitterbot-desktop bitterbot.ai A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer 2,461 Codex, OpenCode 1 2,569 tok
makecindy/cindy cindy.app Consider it done. The open-source AI agent that works out of the box · Think it, and make 2,460 Claude Code, Codex, OpenCode 2 4,475 tok
Nano-Collective/nanocoder docs.nanocollective.org An open coding agent for your terminal, built by a community collective rather than a comp 2,458 Claude Code, Codex, OpenCode 2 3,873 tok
exceptionless/Exceptionless exceptionless.com Exceptionless application 2,456 Claude Code, Codex, OpenCode 20 1,538 tok
tobi/walgit 2,452 Codex, OpenCode 1 11,719 tok
softaworks/agent-toolkit A curated collection of skills for AI coding agents. Skills are packaged instructions and 2,446 Claude Code, Codex, OpenCode 2 755 tok
FullAgent/fulling fulling.ai Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, 2,445 Codex, OpenCode 1 874 tok
subsy/ralph-tui ralph-tui.com 2,437 Claude Code, Codex, OpenCode 3 1,095 tok
sdyckjq-lab/llm-wiki-skill A personal knowledge-base building Skill based on the Karpathy llm-wiki methodology, suppo 2,433 Claude Code, Codex, OpenCode 2 4,044 tok