How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
jomadu/rooda What if we decomposed the typical Ralph prompts into OODA loop components? 5 Codex, OpenCode 1 1,500 tok
ghoseb/pi-irc-messenger IRC Messenger Extension for Pi Coding Agent 5 Codex, OpenCode 1 1,092 tok
gerardogrisolini/ZenCODE Native-Swift coding agent for the terminal and ACP. One binary, no Node runtime — customi 5 Codex, OpenCode 1 1,541 tok
cyberash-dev/coding-agent-config 5 Claude Code 1 312 tok
haevg-rz/decision-trail 5 Codex, GitHub Copilot, OpenCode 2 7,658 tok
CadeYu/vibe-harness Repo-native harness framework for Chinese-first vibe coding workflows 5 Codex, OpenCode 1 552 tok
anup4khandelwal/codex-howto 5 Codex, OpenCode 5 284 tok
nnunley/fmpl A multi-threaded, multi-user, programming language with extensible grammars 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,239 tok
soetang/engineeringagent 5 Codex, OpenCode 1 197 tok
guysoft/rt82display Tool to upload images and gifs to Epomaker RT82 keyboard mini display 5 Codex, OpenCode 1 1,866 tok
gquattromani/prompt-best-practices An AI agent skill that transforms unstructured prompts into high-quality structured prompt 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,423 tok
Srinivasa314/markdown-adventure A text adventure game that runs entirely through markdown files. 5 Claude Code, Codex, OpenCode 2 657 tok
earthwalking/agentwork-exchange Open MVP for a certified personal-agent workforce marketplace 5 Codex, OpenCode 1 330 tok
jpt4/hormuz Strait of Hormux tower defense game, centaur coded. 5 Codex, OpenCode 1 1,309 tok
hypertrial/data-control-center Data Control Center 5 Claude Code, Codex, OpenCode 3 406 tok
Huangqiankun/AiWanAndroid 5 Codex, OpenCode 1 2,054 tok
brandonhorst/yourturn-template A template for quickly building yourturn games 5 Claude Code, Codex, OpenCode 2 480 tok
dobertank/vibe-engineering-bible AI assistant policy for engineering teams of any size: two covenants, eight commandments, 5 Claude Code 1 2,320 tok
groupdocs-redaction/GroupDocs.Redaction-for-Python-via-.NET products.groupdocs.com GroupDocs.Redaction for Python via .NET - Code Examples 5 Codex, OpenCode 1 4,665 tok
kani3camp/mi-copi mi-copi.vercel.app 5 Codex, OpenCode 1 3,327 tok
silverThunder09/jdsnack-agent-os-project JDSnack Agents-OS project for AI-powered JD analysis and resume analysis services 5 Claude Code, Codex, OpenCode 6 2,596 tok
trojava/spec-driven-dev-kit Framework für Spec-Driven-Development. Fokus auf Greenfield-Projekte 5 Claude Code, Codex, OpenCode 9 1,839 tok
lizhian/agent-manager Desktop manager for Agent Skills and AGENTS.md 5 Codex, OpenCode 1 3,580 tok
hakoniwalab/hakoniwa-business-pack A catalog and recipe hub for composing Hakoniwa components with AI to turn user ideas into 5 Codex, OpenCode 1 1,848 tok
tghastings/open-swe-book Free Software Engineering Book providing principles and best practices of SWE in a world o 5 Claude Code, Codex, OpenCode 2 2,244 tok
DimitriGilbert/ai-skills 5 Claude Code 1 284 tok
tudalgo/Sprechi A General Purpose Discord Bot 5 Codex, OpenCode 1 631 tok
blackmichael/tuisky A terminal UI for Bluesky 5 Codex, OpenCode 1 1,207 tok
unknowbug/anchorlaw Code verification protocol for vibe coding — every claim must have a verifiable practice a 5 Codex, OpenCode 1 2,141 tok
includewudi/worldcup-2026 worldcup-2026-blush.vercel.app ⚽ 2026 FIFA World Cup prediction system — Elo + Dixon-Coles + Monte Carlo, ESPN real-time 5 Codex, OpenCode 1 2,504 tok
arrrrny/zuraffa zuraffa.com 🦒 Zuraffa AI first Flutter Clean Architecture Framework and CLI 5 Claude Code, Codex, OpenCode 2 3,445 tok
go4cas/quiver go4cas.github.io Arrow.js + Vite + Tailwind CSS v4 starter template with file-based routing, layouts, react 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,107 tok
yeasin2002/twist-toast twist-toast.vercel.app Keep your own components. twist-toast handles queueing, timing, accessibility, dedupe, and 5 Claude Code, Codex, OpenCode 3 1,584 tok
liyi-run/liyi 立意 Lìyì — 意在笔先 · Persistent, reviewable intent specs for AI-assisted codebases 5 Codex, OpenCode 1 4,890 tok
valbert4/two-fold-transversal Repository for arXiv:2608.05688 5 Claude Code, Codex, OpenCode 2 1,620 tok
centrifuge/api-v3 Ponder based indexing logic 5 Claude Code, Codex, Cursor, OpenCode 2 4,663 tok
joanmarcriera/Home-office-automations ai.riera.co.uk Agent-maintained knowledge hub for a privacy-first home-office automation stack. Live at a 5 Claude Code, Codex, OpenCode 8 1,562 tok
ably/ably-cli cli-web-cli.vercel.app Ably CLI for Pub/Sub, Chat, Spaces and Control API 5 Claude Code, Codex, OpenCode 4 7,019 tok
Hawiyat-Org/hawiyat-agents-benchmarks AI agent benchmark monorepo 5 Codex, OpenCode 1 482 tok
nyosegawa/agent-task Task management CLI for coding agents 5 Claude Code, Codex, OpenCode 2 324 tok
nonstrict-hq/RecordKit nonstrict.eu RecordKit is a screen recording SDK for macOS apps. Enabling simultaneous recording of the 5 Codex, OpenCode 1 257 tok
twomodo/coralsend coralsend.com A minimal, P2P-first file transfer app using WebRTC DataChannels with a Next.js PWA fronte 5 Claude Code, Codex, OpenCode 2 645 tok
llsenyue/codex-history-vscode Manage your Codex history in VS Code. Features include session browsing, previewing, searc 5 Codex, OpenCode 1 3,840 tok
jimmyliao/lab-agy 5 Claude Code, Codex, Gemini CLI, OpenCode 3 536 tok
publicusdijital-ai/linkloom publicus.com.tr Internal Link Skill for AI Agents 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 537 tok
g-laliotis/go-reloaded go-reloaded is a command-line text transformation tool written in Go using a pipeline arch 5 Codex, OpenCode 1 979 tok
Octo-o-o-o/InfinisynapseAssistant 5 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,490 tok
MineRoma/nekocode t.me Neko CLI for vibecoding 5 Codex, OpenCode 1 112 tok
rkawaishi/workato-dev-kit AI-editor toolkit (Claude Code / Cursor / Codex CLI / Gemini CLI) for developing on Workat 5 Claude Code 1
JakubMikolajek/codex-skills-collection 5 Codex, OpenCode 1 4,025 tok