How real projects configure their agents

31,994 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722

All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82

Project Stars Configures Files Always loaded
inematds/antidote Assistente de IA pessoal em Python, o antídoto contra frameworks inchados 2 Claude Code 1 974 tok
2026-HEVEN/vcu 2026 Yeonggwang VCU firmware 2 Claude Code, Codex, OpenCode 2 494 tok
ThatOpen/platform_services 2 Claude Code 1 1,445 tok
mjunaidca/ai-native-tasks-manager 2 Claude Code, Codex, Gemini CLI, OpenCode 9 2,424 tok
neura-spheres/Ventus Ventus is a focused desktop browser with AI built in 2 Claude Code, Codex, OpenCode 2 6,296 tok
gnoverse/mygnoscan mygnoscan.moul.p2p.team 2 Claude Code, Codex, OpenCode 2 1,372 tok
DaleStudy/github graphql.daleseo.workers.dev 🤖 GitHub app 2 Claude Code, Codex, OpenCode 2 5,097 tok
frontendmentorio/nft-preview-card-component 2 Claude Code, Codex, OpenCode 2 2,217 tok
sanchitnis/REVA-learning-hub reva-learning-hub.vercel.app To include all the content for learning at REVA 2 Claude Code, Codex 25
forbiddenlink/mythos mythos-web-seven.vercel.app Interactive storytelling platform exploring mythology and folklore with rich narrative exp 2 Claude Code, Codex, GitHub Copilot 4 2,761 tok
frontendmentorio/bookmark-landing-page frontendmentor.io This challenge will really test your layout skills. There are also areas that will require 2 Claude Code, Codex, OpenCode 2 2,400 tok
rajshah4/openhands-sre 2 Claude Code, Codex, OpenCode 5 1,132 tok
availproject/docs docs.availproject.org Official Avail Documentation 2 Claude Code, Codex, OpenCode 2 1,229 tok
andnp/jax-research-template 2 Claude Code, Codex, OpenCode 7 920 tok
frontendmentorio/profile-card-component frontendmentor.io This is a perfect challenge to test your layout skills. The card layout doesn't shift, so 2 Claude Code, Codex, OpenCode 2 2,217 tok
Gazerrr03/roblox_experience Roblox two-place experience prototype 2 Claude Code, Codex, OpenCode 6 1,744 tok
WebMCP-org/docs Technical documentation for the MCP-B / WebMCP ecosystem 2 Claude Code, Codex, OpenCode 5 4,230 tok
tamaki-lab/research-workspace 2 Claude Code, Codex, OpenCode 6 2,910 tok
bl1nk-bot/agent-library agent-library-two.vercel.app 2 Claude Code, Codex, Gemini CLI, OpenCode 56 2,861 tok
hm-lucx/Mannschaftskasse Hackathon: Digitale Spielerkasse für Fußballvereine mit Strafenkatalog, Trainingsverwaltun 2 Claude Code 6
defin85/1c-runner-agnostic-template 2 Claude Code, Codex, OpenCode 2 216 tok
PyAutoLabs/PyAutoNerves Configuration parsing for the PyAuto* family 2 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,960 tok
sfc-gh-miwhitaker/Sam-the-Snowman 2 Claude Code, Codex, OpenCode 2 861 tok
pglevy/sailwind pglevy.github.io A React component library for vibe coding that speaks Appian SAIL 2 Claude Code, Codex, OpenCode 2 1,609 tok
kimrejstrom/alpacalyzer-algo-trader 2 Claude Code, Codex, OpenCode 17 1,868 tok
nickzren/ai-news-agent 📰 Daily AI news digest, delivered by email — watch this repo to subscribe. Curated from 2 2 Claude Code, Codex, OpenCode 2 1,072 tok
RintaroMasaoka/daily-arxiv 2 Claude Code, Codex, OpenCode 3 3,813 tok
frontendmentorio/rest-countries-api-with-color-theme-switcher frontendmentor.io If you're wanting to test your JavaScript skills this is the challenge for you. Use whiche 2 Claude Code, Codex, OpenCode 2 2,333 tok
mhghotbi/ai-learning-assistant An open-source framework for building personalized, evidence-based, and automatable learni 2 Claude Code, Codex, OpenCode 2 1,224 tok
richardthe3rd/cambridge-beer-festival-app A Flutter app for browsing beers, ciders, meads, and more at the Cambridge Beer Festival 2 Claude Code, Codex, GitHub Copilot, OpenCode 27 10,167 tok
Stones2Stars/S2S A continuation of Caveman2Cosmos 2 Claude Code, Codex, OpenCode 8 33,589 tok
felixpahlke/full-stack-cen-template 2 Claude Code, Codex, OpenCode 11 506 tok
drmrduck/nopoint 2 Claude Code, Codex, OpenCode 3 1,640 tok
RedHatInsights/hcc-ai-assistant 2 Claude Code, Codex, OpenCode 2 3,558 tok
jsar-project/aix jsar-project.github.io The AI Executable file format 2 Claude Code, Codex, OpenCode 4 2,105 tok
frontendmentorio/recipe-page frontendmentor.io This challenge will help you focus on writing semantic HTML. Ensure you think through what 2 Claude Code, Codex, OpenCode 2 2,217 tok
cicikat/PresenceKit-desktop Desktop companion client for PresenceKit. 2 Claude Code, Codex, OpenCode 2 4,297 tok
marmot-protocol/whitenoise-linux Whitenoise linux. Please file issues and PRs on ngit https://relay.ngit.dev/npub1ven4zk8xx 2 Claude Code, Codex, OpenCode 2 6,059 tok
itokun99/superspec-ai-workflow 🚀 AI-driven development workflow blueprint for multi-platform monorepos. Powered by OpenC 2 Claude Code, Codex, OpenCode 25 2,717 tok
thirdweb-example/cyber-bird cyber-bird.thirdweb-preview.com 2 Claude Code, Codex, OpenCode 2 4,219 tok
SlanyCukr/bugbounty-mcp-server Bug Bounty MCP Server - AI Agent Communication Interface for Bug Bounty Hunting 2 Claude Code, Codex, OpenCode 2 842 tok
weijt606/paris-ai-hackathon-2026 2 Claude Code 1 1,481 tok
TTG-Club/core-app 2 Claude Code, Codex, OpenCode 18 3,350 tok
frontendmentorio/fylo-data-storage-component frontendmentor.io This component has some interesting CSS challenges in the design. If you're looking to tes 2 Claude Code, Codex, OpenCode 2 2,238 tok
frontendmentorio/time-tracking-dashboard 2 Claude Code, Codex, OpenCode 2 2,238 tok
GuitarAlchemist/ga 2 Claude Code, Codex, Gemini CLI, OpenCode 10 8,842 tok
MUDdown/MUDdown muddown.com MUDdown — A modern MUD platform using Markdown as the universal game markup language 2 Claude Code, Codex, OpenCode 21 3,756 tok
mubisco/dotfiles 2 Claude Code, Codex, OpenCode 2 729 tok
JSMike/ai-workflow-starter This repo is a starter kit for using the AI issue-tracking workflow in new projects. 2 Claude Code, Codex, OpenCode 2 2,157 tok
rosudrag/ai-praxis 2 Claude Code, Codex, OpenCode 2 1,954 tok