How real projects configure their agents

22,170 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
yueyifei0716/codex-async-wait-rules Long-running async wait rules for Codex that reduce unnecessary polling and model wakeups. 5 Codex, OpenCode 1 322 tok
kltsv/ai-vendor-agnostic-setup 5 Claude Code, Codex, OpenCode 2 611 tok
Azure-Samples/AzureML_industry_labs azure-samples.github.io A collection of industry-focused Azure Machine Learning samples 5 Codex, OpenCode 1 2,921 tok
kriserdmann/SpecFirst SpecFirst é um framework documental em Markdown, distribuído como template, para governar 5 Claude Code, Codex, OpenCode 2 2,272 tok
jsattler/agentic-productivity 5 Claude Code, Codex, Gemini CLI, OpenCode 3 787 tok
eFAILution/AICaC A Structured Approach to AI-Efficient Project Documentation 5 Claude Code, Codex, OpenCode 2 824 tok
meerita/monorepo-nextjs-golang-rust-python-ai-rules Example of Agents rules for a project made with React, Rust, Golang, Python. 5 Claude Code, Codex, OpenCode 3 1,826 tok
mgriott/cdad-bootstrap Official bootstrap project for Context-Driven AI Development (CDAD) 5 Claude Code, Codex, Kiro, OpenCode 10 1,462 tok
AkinoKaede/bark-edgeone A Bark server implementation for EdgeOne Pages. 5 Claude Code, Codex, OpenCode 2 1,551 tok
loglayer/loglayer-go go.loglayer.dev A modern logging library for Go that routes logs to various logging libraries, cloud provi 5 Claude Code, Codex, OpenCode 4 5,730 tok
williamhallatt/cogworks A clockwork engine for AI agents: encode knowledge from sources, automate the creation of 5 Codex, OpenCode 1 387 tok
umuterturk/kotlin-renamer kotlin renamer for AI agents 5 Claude Code, Codex, OpenCode 2 1,845 tok
uthumany/uthy-legacy-os uthumany.github.io 35 PM skills for AI coding agents 5 Codex, OpenCode 1 302 tok
hubo0520/solo-compay-os One-person company — learning edition 5 Claude Code, Codex, OpenCode 8 762 tok
nyosegawa/agentic-bench Agentic benchmark runner for GPU cloud providers (beam.cloud, Colab, Modal, etc.) 5 Claude Code, Codex, OpenCode 6 306 tok
TTAWDTT/elegant-researcher-skill A markdown-based skill bundle for end-to-end AI/ML research orchestration. 5 Claude Code, Codex, OpenCode 2 1,916 tok
jeffery9/ai-software-factory 5 Codex, OpenCode 1 299 tok
Jeiseu/digital-twin-career-agent digital-twin-career-agent.vercel.app AI Powered Digital Twin Career Agent - Next.js, Vercel AI SDK, Neon Postgres 5 Claude Code, Codex, OpenCode 2 988 tok
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
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
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
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