How real projects configure their agents

23,112 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
gitkraken/vscode-gitlens gitkraken.com Supercharge Git inside VS Code and unlock untapped knowledge within each repository — Visu 9,923 Claude Code, Codex, OpenCode 39 2,873 tok
darknessomi/musicbox A command-line version of NetEase Cloud Music 9,838 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. 9,793 Claude Code, Codex, GitHub Copilot, OpenCode 9 7,026 tok
yihong0618/bilingual_book_maker Make bilingual epub books Using AI translate 9,762 Claude Code, Codex 1
omnigent-ai/omnigent omnigent.ai Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, C 9,752 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,770 tok
tobymao/sqlglot sqlglot.com Python SQL Parser and Transpiler 9,595 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
openclaw/clawhub clawhub.ai Skill + Plugin Registry for OpenClaw 9,399 Claude Code, Codex, OpenCode 2 1,748 tok
kyutai-labs/pocket-tts A TTS that fits in your CPU (and pocket) 9,389 Codex, OpenCode 1 1,795 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
higress-group/higress higress.ai 🤖 AI Gateway | AI Native API Gateway 9,305 Claude Code, Codex, OpenCode 14 2,905 tok
fastrepl/anarlog anarlog.so Open source Granola AI Alternative 9,255 Claude Code, Codex, OpenCode 14 3,991 tok
OutlineFoundation/outline-apps getoutline.org Outline Client and Manager. Outline Manager makes it easy to create your own VPN server. O 9,243 Claude Code, Codex, OpenCode 2 810 tok
mediago-dev/mediago downloader.caorushizi.cn Cross-platform video downloader — sniff and grab m3u8/HLS streams, Bilibili, YouTube and m 9,211 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,175 tok
crynta/terax-ai terax.app Lightweight (7MB) Terminal-first AI-native dev workspace 9,160 Claude Code, Codex, OpenCode 2 7 tok
modem-dev/hunk hunk.dev Review-first terminal diff viewer for agentic coders 9,157 Claude Code, Codex, OpenCode 2 3,008 tok
modelcontextprotocol/modelcontextprotocol modelcontextprotocol.io Specification and documentation for the Model Context Protocol 9,149 Claude Code, Codex, OpenCode 2 1,064 tok
NVIDIA/garak discord.gg the LLM vulnerability scanner 9,133 Codex, OpenCode 1 1,415 tok
cloudflare/computer Give your agent a computer 👾 9,099 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 9,082 Codex, OpenCode 1 464 tok
openstatusHQ/openstatus openstatus.dev 🫖 Status page with uptime monitoring & API monitoring as code 🫖 9,073 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 9,038 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 9,028 Codex, OpenCode 1 1,055 tok
usekaneo/kaneo kaneo.app 🎯 All you need. Nothing you don't. Open source project management that works for you, not 8,982 Claude Code, Codex, OpenCode 13 2,032 tok
iflytek/astron-agent astron.ai Enterprise-grade, commercial-friendly agentic workflow platform for building next-generati 8,932 Claude Code, Codex, OpenCode 2 3,691 tok
AgriciDaniel/claude-ads claude-ads.md Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, M 8,921 Claude Code, Codex, Gemini CLI, OpenCode 3 732 tok
azerothcore/azerothcore-wotlk azerothcore.org Complete Open Source and Modular solution for MMO 8,876 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
redis/RedisInsight redis.io Redis GUI by Redis 8,817 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 26 2,845 tok
google/adk-go google.github.io An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticate 8,757 Claude Code, Codex, Gemini CLI, OpenCode 3 2,501 tok
anyproto/anytype-ts anytype.io Official Anytype client for MacOS, Linux, and Windows 8,756 Claude Code, Codex, OpenCode 11 6,931 tok
cloudflare/vinext vinext.dev Vite plugin that reimplements the Next.js API surface — deploy anywhere 8,756 Claude Code, Codex, OpenCode 10 8,521 tok
freecodexyz/free-code x.com The free build of Claude Code. All telemetry removed, security-prompt guardrails stripped, 8,736 Claude Code, Codex, OpenCode 2 2,657 tok
nexu-io/html-anything open-design.ai ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills 8,691 Claude Code, Codex, OpenCode 2 391 tok
alvinunreal/oh-my-opencode-slim ohmyopencodeslim.com Lean, fine tuned Opencode multi agent suite · Mix any models · Auto delegate tasks 8,673 Claude Code, Codex, OpenCode 3 2,217 tok
librosa/librosa librosa.org Python library for audio and music analysis 8,592 Codex, OpenCode 1 212 tok
backnotprop/plannotator plannotator.ai Annotate and review coding agent plans and code diffs visually, share with your team, send 8,528 Claude Code, Codex, OpenCode 6 35,880 tok
NVIDIA/OpenShell docs.nvidia.com OpenShell is the safe, private runtime for autonomous AI agents. 8,524 Claude Code, Codex, OpenCode 22 4,796 tok
TeamWiseFlow/xiaobei openclaw-for-business.com A customer-acquisition agent tailored for OPCs and small and micro businesses 8,502 Claude Code, Codex, OpenCode 2 3,411 tok
CoreBunch/Instatic instatic.com The open-source alternative to Webflow, Framer and WordPress. Agentic self-hosted visual C 8,494 Claude Code, Codex, OpenCode 5 8,760 tok
ogx-ai/ogx ogx-ai.github.io Open GenAI Stack 8,426 Claude Code, Codex, OpenCode 2 2,801 tok
jesse-ai/jesse jesse.trade An advanced crypto trading bot written in Python 8,426 Claude Code, Codex, OpenCode 2 2,749 tok
vendurehq/vendure vendure.io Open-source headless commerce platform built with TypeScript, NestJS, React, and GraphQL 8,406 Claude Code, Codex, OpenCode 2 593 tok
j178/prek prek.j178.dev ⚡ A fast Git hook manager written in Rust, designed as a drop-in alternative to pre-commit 8,377 Codex, OpenCode 1 700 tok
openclaw/gogcli gogcli.sh Google Workspace in your terminal. 8,370 Claude Code, Codex, OpenCode 33 754 tok
kunchenguid/no-mistakes kunchenguid.github.io git push no-mistakes 8,331 Claude Code, Codex, OpenCode 17 5,764 tok
rocketride-org/rocketride-server High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build 8,273 Codex, Cursor, OpenCode 2 1,125 tok
ibelick/ui-skills ui-skills.com Skills for Design Engineers 8,224 Codex, OpenCode 1 389 tok
open-pencil/open-pencil openpencil.dev AI-native design editor. Open-source Figma alternative. 8,198 Codex, GitHub Copilot, OpenCode 3 5,378 tok