How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
crystal-autobot/autobot crystal-autobot.github.io Ultra-efficient personal AI assistant powered by Crystal 46 Claude Code 5 286 tok
iSerter/laravel-claude-agents Awesome Claude Code Subagents and Skills for Laravel. 46 Claude Code 1 174 tok
Randroids-Dojo/skills A collection of Claude Code skills by Randroids Dojo 46 Claude Code, Codex, OpenCode 2 917 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 46 Claude Code, Codex, OpenCode 2 2,188 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 46 Claude Code, Codex, OpenCode 40 7,476 tok
fcavalcantirj/claude-code-eyes Give Claude Code eyes 👁️ — a camera skill so it can SEE real hardware, displays and wirin 46 Claude Code 1 1,201 tok
joosure/Maestro A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, 46 Claude Code, Codex 6
asdhabdua/bilibili-video-notes-skill Bilibili Video Notes is a tool that automatically generates DOCX study notes with screensh 46 Claude Code, Codex, OpenCode 2 1,817 tok
more-io/claude-apple-bridges Swift CLI bridges giving Claude Code native access to Apple Reminders, Calendar, Contacts, 46 Claude Code 1 2,005 tok
pipefy/ai-toolkit MCP server, CLI, and agent skills for Pipefy. 46 Codex, OpenCode 1 3,184 tok
martinffx/atelier An atelier for your Agent: spec-driven workflows, deep thinking, and code quality. 46 Codex, OpenCode 1 514 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 46 Claude Code, Codex, OpenCode 2 1,340 tok
wildwasser/opencode-agents Multi-agent AI development templates for opencode 46 Codex, OpenCode 1 1,413 tok
blockscout/mcp-server Wraps Blockscout APIs and exposes blockchain data by Model Context Protocol 46 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 29 8,468 tok
JubaKitiashvili/everything-react-native-expo erne.dev Complete AI coding agent harness for React Native and Expo development 46 Claude Code 58
stepfun-ai/Step-Realtime-CLI 46 Codex, OpenCode 1 3,516 tok
rusch95/asahi_neo Asahi Linx on a Macbook Neo Experimental 46 Claude Code 1 613 tok
eai-org/agent-toolkit eai-org.github.io Minimalistic, project-agnostic skills and rules for AI coding agents 46 Claude Code, Codex, OpenCode 2 253 tok
WYRE-AI/msp-claude-plugins mcp.wyre.ai The community-driven Claude Code plugin marketplace for MSPs — 70+ plugins across PSA, RMM 46 Codex, OpenCode 1 1,066 tok
shuymn/gh-mcp A GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh a 46 Claude Code 1 925 tok
netresearch/php-modernization-skill Agent Skill: PHP 8.x modernization patterns - typing, attributes, PHPStan | Claude Code co 46 Codex, OpenCode 1 1,563 tok
neuromechanist/research-skills neuromechanist.github.io A skill marketplace for academic research: from project management to literature review, m 46 Claude Code, Codex, OpenCode 2 3,332 tok
benchjack/benchjack AI agent benchmark hackability scanner — find evaluation vulnerabilities before they under 46 Claude Code 2 614 tok
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 46 Claude Code, Codex, OpenCode 6 2,673 tok
Yervant7/HuntMemory t.me Android memory editor app based on kernel 46 Claude Code, Codex, OpenCode 6 1,099 tok
KadenMc/work-buddy work-buddy.ai The AI assistant for knowledge workers — a local-first personal-agent runtime built on Cla 46 Claude Code 53 4,358 tok
pietz/mcp-web-tools 46 Codex, OpenCode 1 577 tok
OpenFDEAI/ChatDemo 46 Codex, OpenCode 1 577 tok
jonaschen/Android-Software A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU- 46 Claude Code, Codex, Gemini CLI, OpenCode 3 2,760 tok
obris-dev/openmagpie openmagpie.ai Open-source, self-hostable social listening. 46 Claude Code, Codex, OpenCode 2 2,592 tok
numen-tech/slopornot slopornot.ai Agentic AI Humanizer Skill for Codex, Claude and OpenClaw: Bypass AI Detectors 46 Claude Code, Codex, OpenCode 2 3,685 tok
entropy-data/dataproduct-mcp dataproduct-mcp.com A Model Context Protocol (MCP) server for discovering data products and requesting access 46 Claude Code 1 1,237 tok
KBThree13/mcp_espn_ff ESPN Fantasy API with LLMs! 46 Claude Code 1 812 tok
nghyane/hands Local Grok tools as MCP for ChatGPT Web. No model. 46 Codex, OpenCode 1 203 tok
thierryc/Glyphs-mcp thierryc.github.io Glyphs app mcp server 46 Claude Code 1 957 tok
LunarWerxs/AgentHydra agenthydra.lunarwerx.com Every local AI coding session in one tab: Claude Code, Codex and OpenCode in a single list 46 Claude Code 3
ShunL12324/xhs-mcp Xiaohongshu MCP server—lets AI assistants search, publish, and interact with Xiaohongshu c 46 Claude Code 3 4,400 tok
sambanks/octabam Custom DSP effects for the Elektron Octatrack MKII — original DSP56300 algorithms (ChonVer 46 Claude Code 1 9,464 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 46 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
prassamin/fetchy gofetchy.pras.me Fetchy is the ultimate free video downloader that allows you to download videos and photos 46 Gemini CLI 1 925 tok
JYYYYYT/dev-report-weekly Local-first desktop app that turns reviewed Git history into auditable weekly reports with 45 Codex, OpenCode 1 253 tok
ItIsMixian/Orrery A portable skill for traceable Markdown project documentation, local observability, and sa 45 Codex, OpenCode 1 3,456 tok
nicedreamzapp/NarrateClaude Hands-free on-device voice loop for macOS: Apple SFSpeechRecognizer + cloned-voice TTS, co 45 Claude Code 1 284 tok
steve02081504/GentianAphrodite the first fount character in history 45 Codex, OpenCode 1 1,922 tok
willhennessy/architect Plugin to add interactive architecture diagrams to Claude Plan Mode 45 Codex, OpenCode 1 919 tok
ambroise-leclerc/WebFront C++23 header-only web UI library 45 Codex, GitHub Copilot, OpenCode 2 1,515 tok
0xranx/agentbrief 0xranx.github.io Pluggable role definitions for AI coding agents — one command turns Claude Code / Cursor / 45 Claude Code 1 4,305 tok
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Forward-Future/DeployBot Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients 45 Codex, OpenCode 1 262 tok
YuDefine/nuxt-supabase-starter A Nuxt + Supabase rapid development template with an AI-assisted workflow (Claude Code), T 45 Claude Code 1 887 tok