How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
improving/Intro-to-AI-for-Dev-Workshop Contains materials for the Intro to AI for Developers workshop 10 Claude Code, Codex, OpenCode 5
12-Studio/Tackl tackl.netlify.app The ultimate starter kit for React, using NextJS 10 Claude Code, Codex, OpenCode 2 2,929 tok
bo0tzz/pgmqtt Stateless and scalable MQTT broker backed by Postgres 10 Codex, OpenCode 1 2,016 tok
ripgrim/spotless keep your downloads folder spotless 10 Codex, OpenCode 1 1,481 tok
Sartori-RIA/ubuteco_api 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,557 tok
ls1072502993/codex-skills 10 Codex, OpenCode 1 237 tok
okikeSolutions/guerillaglass Open-source cross-platform creator studio for fast Record -> Edit -> Deliver workflows 10 Codex, OpenCode 1 1,849 tok
jrjsmrtn/tlx A Spark DSL for writing TLA+/PlusCal specifications in Elixir 10 Claude Code, Codex, OpenCode 3 3,423 tok
marconae/ghbrk A credential broker that gives coding agents git and gh access without exposing SSH keys o 10 Claude Code, Codex, OpenCode 2 172 tok
braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y 10 Claude Code, Codex, OpenCode 2 1,198 tok
NePixe1/AgentHalo An ambient desktop status light for coding agents. 10 Codex, OpenCode 1 2,001 tok
fenre/splunk-monitoring-use-cases 10 Codex, OpenCode 1 4,903 tok
mrcatnapper/fps mrcatnapper.github.io Experimental L3 VPN/tunnel framework working above a real, already-running TLS traffic 10 Codex, OpenCode 1 2,359 tok
PLATZDORSCH/wiki-hermes platzdorsch.de An LLM-maintained industry knowledge wiki based on the LLM Wiki Pattern by Andrej Karpathy 10 Codex, OpenCode 1 3,054 tok
ActiveInferenceInstitute/courses Open curriculum for Active Inference education, K-12 through PhD, with 14 level-adapted co 10 Claude Code, Codex, OpenCode 3 2,300 tok
tngwilkins/agentic-engineering-starter-pack A repository template for building software with AI agent collaboration. Create a new repo 10 Codex, OpenCode 1 2,852 tok
nandita7krishnan/data-science-agent-toolkit A blueprint for building an agentic harness for your data science team, a structured conte 10 Claude Code, Codex, Cursor, OpenCode 3 1,250 tok
dragginzgame/canic 10 Codex, OpenCode 1 3,101 tok
ForumHFR/redface2 forumhfr.github.io Redface 2 — client Android moderne pour le forum Hardware.fr (Kotlin, Jetpack Compose, Mat 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 5,931 tok
cyberia-temple/singularity cyberia.church Open-source Cyberia stack: EVM L1, bridge, DEX, launchpad, analytics, explorer config, and 10 Claude Code, Codex, OpenCode 2 46,800 tok
yahorbarkouski/g6chess g6chess.com Free and simple chess analysis 10 Codex, OpenCode 1 151 tok
arhen/agents My virtual Pair Programmer 10 Codex, OpenCode 1 680 tok
nullskymc/Aurevoy Personal AI agent — tell it what you want, it figures out how. Runs locally, plans autono 10 Codex, OpenCode 1 1,398 tok
companion-inc/introspect Agent self-improvement runtime for Codex, Claude, and OpenCode 10 Claude Code, Codex, OpenCode 2 5,753 tok
KunCheng-He/kk-ai Some public skills used while working with opencode and pi, along with skills and agents I 10 Codex, OpenCode 1 808 tok
uespi-setups/typescript Base setup for TypeScript projects with Node.js, ESLint, Prettier, Vitest, Husky, CI, and 10 Codex, OpenCode 1 1,286 tok
Luligu/matterbridge-example-dynamic-platform Matterbridge dynamic platform plugin example 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,240 tok
GlobalEmergency/ResponseGrid responsegrid.app ResponseGrid — plataforma de coordinación de ayuda en emergencias (GlobalEmergency). NestJ 10 Claude Code, Codex, OpenCode 2 3,113 tok
Chuan-Peng-Lab/SPE_Database 10 Codex, OpenCode 2 4,814 tok
lootlog/monorepo lootlog.pl Repository for Margonem MMORPG game addon. 10 Claude Code, Codex, OpenCode 20 3,238 tok
celinval/snapcrab celinval.github.io Experimental Rust interpreter 10 Claude Code, Codex, OpenCode 2 1,637 tok
tompassarelli/nisp Statically-checked Lisp for Nix 10 Codex, OpenCode 1 2,309 tok
Shaurya-Sethi/beam Agent-driven harness engineering skills to bootstrap new repositories with structured plan 10 Codex, OpenCode 1 1,702 tok
obvirm/ComfyUI-WhisperCPP ComfyUI node for WhisperCPP Fast and smooth 10 Codex, OpenCode 1 2,028 tok
HaraldBregu/friday friday.haraldbregu.com Your Desktop AI Personal Assistant 10 Claude Code, Codex, OpenCode 5 1,883 tok
fulgidus/zignet MCP server for Zig — AI-powered code generation, debugging, and documentation 10 Codex, OpenCode 1 5,870 tok
buqqa/abdurakhman abdurakhman.vercel.app 10 Codex, OpenCode 1 2,830 tok
grapeot/eink_diary Moji Ji — a colorful E-Ink visual diary: every two hours, it turns what you have been doin 10 Codex, OpenCode 1 513 tok
TaylorHuston/sdd-skills Reusable Codex skills for Story-Driven Development 10 Codex, OpenCode 1 1,101 tok
uhop/console-toolkit Toolkit to produce a fancy console output (boxes, tables, charts, colors). 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,034 tok
mgifford/contrast-plus mgifford.github.io A color contrast checker that supports WCAG 2, APCA & Focus Colors 10 Codex, GitHub Copilot, OpenCode 2 2,083 tok
marcelomartins/bun-hono-vue-cloudflare BHVC - Bun Hono Vue Cloudflare Starter Kit 10 Codex, OpenCode 1 1,032 tok
ShayIsso/trajectory-auditor 10 Claude Code, Codex, Gemini CLI, OpenCode 23 698 tok
BaskovicP/Incremento Anki incremental reading addon 10 Codex, OpenCode 1 6,647 tok
popstas/windows-mqtt Windows service for control PC with MQTT, modular 10 Claude Code, Codex, OpenCode 3 4,369 tok
managingwp/wordpress-code-snippets Code snippets for WordPress 10 Codex, OpenCode 1 67 tok
pan8664716/MultiLive 10 Codex, OpenCode 1 1,895 tok
phanbaohuy96/flutter_base_structure Opinionated Flutter monorepo template with multi-flavor builds, clean architecture (BLoC + 10 Claude Code, Codex, OpenCode 5 6,054 tok
ashermahonin/agentic-skills 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,342 tok
Amit33-design/Network-Automation project-pk174.vercel.app 10 Claude Code, Codex, OpenCode 3 1,552 tok