How real projects configure their agents

32,539 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
daviddme/AIHedgeFund 21 Claude Code 1 5,331 tok
teexiii/ai-psd-thumbnails Windows Explorer thumbnails & preview pane for Adobe Illustrator (.ai), Photoshop (.psd/.p 21 Claude Code 1 2,442 tok
IdealAuror/all-weather-portfolio Bridgewater All Weather Strategy (China Edition) — Risk Parity backtesting with real A-sh 21 Claude Code 2 3,434 tok
glslang/windbg-mcp MCP server exposing WinDbg/DbgEng (live user-mode, kernel, crash dumps, Time Travel Debugg 21 Claude Code, Codex, OpenCode 9 1,572 tok
samber/awesome-ai-native samber.github.io A curated list of AI-native products: apps and tools where the LLM is the product itself, 21 Claude Code 1 913 tok
thomaswitt/mcp-agents npmjs.com MCP server that wraps the Claude Code and Gemini CLI so any MCP client (e.g. codex) can ca 21 Claude Code, Codex, OpenCode 2 5,186 tok
chankov/agent-fleet Pi-first multi-agent orchestration for coding agents—dispatcher, resumable fleets, peer me 21 Claude Code, Codex, OpenCode 6 4,893 tok
ouob-tw/LoopAgentTeams Spec-driven multi-agent teamwork for any skills-capable agent (Claude Code, Codex, and mor 21 Claude Code, Codex, OpenCode 2 99 tok
DassianInc/dassian-adt MCP server for SAP ABAP development via ADT API. Connect AI assistants to SAP: read, write 21 Claude Code 1 2,724 tok
Sivan757/dsh-agent-plugins-market npmjs.com One-stop skills, subagent, MCP and LSP manager for DeepSeek Harness (DSH) — compatible wit 21 Claude Code, Codex, OpenCode 3 2,415 tok
aydincan/turk-hukuku-ve-claude turk-hukuku.com Türk hukuku için açık kaynak Claude Code eklenti pazarı: 81 eklenti, 1000+ beceri. Metodol 21 Claude Code 1 967 tok
wuisabel-gif/Delphin wuisabel-gif.github.io A duplex companion for AI agent CLIs: talk and listen at the same time. 21 Claude Code, Codex 1 —
artarasov/zenmoney-mcp MCP server for ZenMoney — manage your personal finances from Claude, Cursor, and other AI 21 Claude Code 1 144 tok
TheLobbi/claude thelobbi.github.io 21 Claude Code 9 —
oakoss/agent-skills 21 Claude Code, Codex, OpenCode 4 1,956 tok
metio/ilo ilo.projects.metio.wtf manage reproducible build environments 21 Claude Code 1 2,507 tok
mslavov/shelly-forge Shelly Forge is a TypeScript framework and CLI tool for developing, testing, and deploying 21 Claude Code, Codex, OpenCode 2 1,249 tok
kaltinril/ShadowDusk Monogame Shader cross platform and web compiler 21 Claude Code 15 6,051 tok
guoxiucai/ohos-scrcpy-app Hongjing is a Scrcpy-like screen mirroring and development debugging tool for OpenHarmony 21 Claude Code, Codex, OpenCode 12 5,859 tok
shipkit-io/bones bones.sh Shipkit (bones), a starter kit for building React/Next.js sites fast. 21 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,569 tok
impierce/ssi-agent impierce.com An eIDAS 2.0-compliant Self Sovereign Identity Agent that connects European Identity Walle 21 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,124 tok
meshtastic/meshtastic-mcp pypi.org MCP server + agent skills for AI tooling to discover, drive, observe, and test Meshtastic 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,026 tok
yojo-art/cherrypick xn--vusz0j.art Coalition-oriented CherryPick fork 21 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,042 tok
mahmoudilyan/marmoui marmoui.com The AI agentic designer — open-source React design system + MCP that lets Claude, Codex, C 20 Claude Code, Codex, Cursor, OpenCode 3 3,396 tok
putervision/spc spaceproofcode.com High-performance zero-dependency static analysis tool enforcing NASA Power of Ten rules ac 20 Claude Code, GitHub Copilot 2 3,510 tok
joey-barbier/ClaudeCode-Plugin 20 Claude Code 1 216 tok
ChenXi-hub/tju-thesis-review-kit Cursor, Codex, and Claude Code workflows, prompts, and a LaTeX starter template for review 20 Claude Code, Codex, OpenCode 2 577 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 20 Claude Code, Codex, Gemini CLI, OpenCode 5 22,359 tok
f-amine/vibe-stack vibestack.salzier.com The SaaS starter where Claude writes the rest. AI-first, full-stack: Next.js 16, Better Au 20 Claude Code, Codex, OpenCode 13 2,842 tok
OneSignal/onesignal-python-api 20 Claude Code, Codex, OpenCode 2 799 tok
mindverse/second-me-skills 20 Claude Code 10 787 tok
Meirtz/Shinken Train computer-use agents end-to-end on real desktops, at scale: a high-performance runtim 20 Claude Code 1 4,369 tok
r0k1s-i/fediverse-with-100k-stars 100kstars.contained.love This project visualizes Fediverse instances as stars in a 3D galaxy 20 Claude Code, Codex, OpenCode 2 4,155 tok
xmtp/example-notification-server-go Example push notification server, written in Golang 20 Claude Code, Codex, OpenCode 2 973 tok
natea/ExoMind Highly skilled voice-based assistant with intimate knowledge of your preferences, interest 20 Claude Code 6 3,282 tok
EduardMaghakyan/ipe GitHub-style plan review for Claude Code 20 Claude Code 1 952 tok
arezous/pm-pilot AI copilot for product managers. Built for Claude Code and Cursor. 20 Claude Code, Codex, OpenCode 2 2,216 tok
mshahiddigital/agentic-local-seo-audit mshahid.com Complete 21-phase local business SEO audit plugin for Claude Code — 24 skills, 36 commands 20 Claude Code, Codex, OpenCode 3 9,429 tok
sethdeckard/atria TUI for managing multiple AI coding agents in terminal tabs and panes, plus a Go library ( 20 Claude Code, Codex, OpenCode 2 6,772 tok
oro-ad/nuxt-claude-devtools Nuxt DevTools integration for Claude Code AI assistant 20 Claude Code 1 —
changoo89/claude-pilot 🎯 Claude Code workflow engine - SPEC-first planning, TDD automation, GPT delegation, and 20 Claude Code 59 2,106 tok
stefanhoelzl/codehydra codehydra.stho.net Multi-Workspace IDE for Parallel AI Agent Development 20 Claude Code, Codex, OpenCode 8 3,120 tok
scitex-ai/emacs-claude-code Emacs interface for Claude Code with auto-response, vterm integration, and session managem 20 Claude Code 1 93 tok
algorismo-au/lanekeep Governance guardrails and insights for AI coding agents 20 Claude Code 1 1,255 tok
brockwebb/open-census-mcp-server Turn any AI assistant into your personal Census data expert. Ask questions in plain Englis 20 Claude Code 1 3,359 tok
ChronoAIProject/Ornn ornn.chrono-ai.fun Your all-in-one skills-as-a-service platform to manage your skills, auto-generate skills a 20 Claude Code 1 6,198 tok
LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, 20 Claude Code, Codex 2 3,130 tok
Optima-Chat/cc-best-practice cc-best-practice.optima-ai.biz Best practices for AI-native development 20 Claude Code 1 87 tok
MrPickl3s/AI-Innovator-Radar A personal AI intelligence system for solo builders. Filter daily AI noise against your ac 20 Claude Code 2 765 tok
MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age 20 Claude Code, Codex, OpenCode 2 378 tok