How real projects configure their agents

43,458 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
yugabyte/yugabyte-db yugabyte.com YugabyteDB - the cloud native distributed SQL database for mission-critical applications. 10,521 Claude Code, Codex, OpenCode 13 1,339 tok
dmtrKovalenko/fff fff.dmtrkovalenko.dev The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, 10,511 Claude Code, Codex, OpenCode 2 1,324 tok
woocommerce/woocommerce woocommerce.com A customizable, open-source ecommerce platform built on WordPress. Build any commerce solu 10,496 Claude Code, Codex, OpenCode 16 5,088 tok
github/copilot-sdk Multi-platform SDK for integrating GitHub Copilot Agent into apps and services 10,464 Claude Code, Codex, GitHub Copilot 8 3,604 tok
google/benchmark A microbenchmark support library 10,392 Codex, OpenCode 1 410 tok
Kuberwastaken/claurst claurst.kuber.studio Agentic Coding for Builders who Ship 10,291 Codex, OpenCode 1 2,407 tok
ykdojo/claude-code-tips 45+ tips for getting the most out of Claude Code, from basics to advanced - includes a cus 10,055 Claude Code 1 484 tok
unoplatform/uno platform.uno Open-source platform for building cross-platform native Mobile, Web, Desktop, and Embedded 10,039 Claude Code, Codex, GitHub Copilot, OpenCode 36 5,186 tok
diet103/claude-code-infrastructure-showcase Examples of my Claude Code infrastructure with skill auto-activation, hooks, and agents 10,015 Claude Code, Codex 23
microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code 9,967 Claude Code, Codex, GitHub Copilot 6 7,048 tok
cloudflare/moltworker blog.cloudflare.com Run OpenClaw, (formerly Moltbot, formerly Clawdbot) on Cloudflare Workers 9,957 Codex, OpenCode 1 2,483 tok
gitkraken/vscode-gitlens gitkraken.com Supercharge Git inside VS Code and unlock untapped knowledge within each repository — Visu 9,924 Claude Code, Codex, OpenCode 39 2,873 tok
StarTrail-org/PixelRAG arxiv.org https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel- 9,899 Claude Code 1 371 tok
darknessomi/musicbox A command-line version of NetEase Cloud Music 9,840 Codex, OpenCode 1 579 tok
pycaret/pycaret pycaret.org Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + Rea 9,834 Claude Code, Codex, OpenCode 9 4,649 tok
GetBindu/Bindu docs.getbindu.com Bindu: The identity, communication, and payments layer for AI agents. 9,783 Claude Code, Codex, GitHub Copilot, OpenCode 9 7,026 tok
omnigent-ai/omnigent omnigent.ai Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, C 9,768 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,770 tok
yihong0618/bilingual_book_maker Make bilingual epub books Using AI translate 9,764 Claude Code, Codex 1
unicity-sphere/sphere unicity.ai A Web3 wallet and agent platform for the Unicity network - crypto wallet, DMs, group chat, 9,730 Claude Code 1 3,357 tok
xonsh/xonsh xon.sh 🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly. 9,638 Claude Code 1 6 tok
frankbria/ralph-claude-code Autonomous AI development loop for Claude Code with intelligent exit detection 9,623 Claude Code 1 9,464 tok
tobymao/sqlglot sqlglot.com Python SQL Parser and Transpiler 9,597 Claude Code, Codex, OpenCode 2 4,261 tok
major/MySQLTuner-perl MySQLTuner is a script written in Perl that will assist you with your MySQL configuration 9,477 Claude Code, Codex, Gemini CLI 5 592 tok
kyutai-labs/pocket-tts A TTS that fits in your CPU (and pocket) 9,412 Codex, OpenCode 1 1,795 tok
anthropics/claude-for-legal A suite of plugins for legal workflows 9,408 Claude Code 1 1,479 tok
openclaw/clawhub clawhub.ai Skill + Plugin Registry for OpenClaw 9,402 Claude Code, Codex, OpenCode 2 1,748 tok
oumi-ai/oumi oumi.ai Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! 9,382 Claude Code, Codex, OpenCode 2 508 tok
bitwarden/android bitwarden.com Bitwarden mobile apps (Password Manager and Authenticator) for Android. 9,337 Claude Code 12
higress-group/higress higress.ai 🤖 AI Gateway | AI Native API Gateway 9,326 Claude Code, Codex, OpenCode 14 2,905 tok
fastrepl/anarlog anarlog.so Open source Granola AI Alternative 9,259 Claude Code, Codex, OpenCode 14 4,089 tok
OutlineFoundation/outline-apps getoutline.org Outline Client and Manager. Outline Manager makes it easy to create your own VPN server. O 9,245 Claude Code, Codex, OpenCode 2 810 tok
jasontang-ai/Context-Engineering deepwiki.com "Context engineering is the delicate art and science of filling the context window with ju 9,244 Claude Code, Gemini CLI 19 9,479 tok
open-gsd/gsd-core opengsd.net Git. Ship. Done - Core 9,217 Gemini CLI 1 611 tok
mediago-dev/mediago downloader.caorushizi.cn Cross-platform video downloader — sniff and grab m3u8/HLS streams, Bilibili, YouTube and m 9,216 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,175 tok
mikro-orm/mikro-orm mikro-orm.io TypeScript ORM for Node.js based on Data Mapper, Unit of Work and Identity Map patterns. S 9,208 Claude Code, GitHub Copilot 3 1,553 tok
pixel-agents-hq/pixel-agents Pixel office. 9,204 Claude Code 1 15,023 tok
modem-dev/hunk hunk.dev Review-first terminal diff viewer for agentic coders 9,176 Claude Code, Codex, OpenCode 2 3,501 tok
crynta/terax-ai terax.app Lightweight (7MB) Terminal-first AI-native dev workspace 9,167 Claude Code, Codex, OpenCode 2 7 tok
modelcontextprotocol/modelcontextprotocol modelcontextprotocol.io Specification and documentation for the Model Context Protocol 9,157 Claude Code, Codex, OpenCode 2 1,064 tok
NVIDIA/garak discord.gg the LLM vulnerability scanner 9,145 Codex, OpenCode 1 1,415 tok
cloudflare/computer Give your agent a computer 👾 9,123 Claude Code, Codex, OpenCode 7 2,240 tok
mark3labs/mcp-go mcp-go.dev A Go implementation of the Model Context Protocol (MCP), enabling seamless integration bet 9,085 Codex, OpenCode 1 464 tok
openstatusHQ/openstatus openstatus.dev 🫖 Status page with uptime monitoring & API monitoring as code 🫖 9,084 Claude Code, Codex, OpenCode 3 1,546 tok
Finb/Bark bark.day.app Bark is an iOS App which allows you to push custom notifications to your iPhone 9,041 Claude Code, Codex, OpenCode 2 1,468 tok
MervinPraison/PraisonAI praison.ai PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping auton 9,029 Codex, OpenCode 1 1,055 tok
AgriciDaniel/claude-ads claude-ads.md Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, M 8,998 Claude Code, Codex, Gemini CLI, OpenCode 3 732 tok
usekaneo/kaneo kaneo.app 🎯 All you need. Nothing you don't. Open source project management that works for you, not 8,992 Claude Code, Codex, OpenCode 13 2,083 tok
iflytek/astron-agent astron.ai Enterprise-grade, commercial-friendly agentic workflow platform for building next-generati 8,944 Claude Code, Codex, OpenCode 2 3,691 tok
azerothcore/azerothcore-wotlk azerothcore.org Complete Open Source and Modular solution for MMO 8,879 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,184 tok
companion-inc/feynman feynman.is 8,870 Claude Code, Codex, OpenCode 2 1,613 tok