How real projects configure their agents

23,196 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
Flower7C3/tune-tangler f-droid.org Yet another music looper app 6 Codex, OpenCode 1 205 tok
linhai0872/agno-agent-starter Production-grade AI Agent orchestration scaffold based on Agno + AgentOS. Supports 8 model 6 Claude Code, Codex, OpenCode 2 2,360 tok
Masqiller/ARG-RESEARCHER-V4.1 6 Codex, GitHub Copilot, OpenCode 2 1,195 tok
ptonlix/beeweave 🐝 BeeWeave is an agent-native creation workbench that turns collected material, AI-assist 6 Claude Code, Codex, GitHub Copilot, OpenCode 51 2,587 tok
anortham/julie Can't catch the Razorback... 6 Claude Code, Codex, OpenCode 10 16,136 tok
kehoej/contextception Deterministic context intelligence for code 6 Claude Code, Codex, OpenCode 2 1,617 tok
kitariel/expo-mobile-template 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,161 tok
radif-ru/ai-multi-agent-system radif.ru A local multi-agent system running on self-hosted LLMs (Ollama). 3 channels (Telegram/cons 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 2,319 tok
Contoso-State/red-team-agent-orchestration 6 Claude Code, Codex, OpenCode 47 2,887 tok
PancrePal-xiaoyibao/VitaForge VitaForge | Life Workshop — an AI4S dry-lab engine focused on general medicine and the bro 6 Claude Code, Codex, Gemini CLI, OpenCode 56 3,171 tok
php-opcua/laravel-opcua php-opcua.com OPC UA client integration for Laravel with Facade, named connections, and an optional pers 6 Claude Code, Codex, GitHub Copilot 2 541 tok
nerviq/nerviq nerviq.net Your agent docs lie. Nerviq finds the lies in 30 seconds — stale references, permission ex 6 Claude Code, Codex, OpenCode 15 2,959 tok
moshehbenavraham/luminaris-quest luminariquest.org Luminari’s Quest – React/Tailwind scaffold for a healing-focused, AI-powered RPG adventure 6 Claude Code, Codex, Gemini CLI, OpenCode 3 867 tok
samartomar/ai-harness Enterprise AI Bootstrapping Harness 6 Claude Code, Codex, OpenCode 2 2,415 tok
Wade-DevCode/awesome-coding-skills-cn wade-devcode.github.io A top-tier AI coding skills suite for Chinese developers using Claude Code / Codex | Top-t 6 Claude Code, Codex, OpenCode 2 3,529 tok
leefowlercu/agent-kit My Codex / Claude Code Plugin Marketplace 6 Claude Code, Codex, OpenCode 2 979 tok
Agentchengfeng/claude-channel-feishu Feishu (Lark) channel plugin for Claude Code — messaging bridge with access control, permi 6 Claude Code, Codex, OpenCode 2 269 tok
Xuzan9396/plugin_claude 6 Claude Code, Codex, OpenCode 2 4,692 tok
BitYoungjae/marketplace A Claude Code plugin marketplace by BitYoungjae. 6 Claude Code, Codex, OpenCode 2 591 tok
iicmaster/antigravity-plugins Open-source Claude Code and Codex plugin adapters for the Antigravity CLI 6 Codex, OpenCode 1 323 tok
L3DigitalNet/Claude-Code-Plugins Plugins for Claude Code 6 Claude Code, Codex, OpenCode 4 2,068 tok
Data-Wise/himalaya-mcp data-wise.github.io Privacy-first email MCP server + Claude Code plugin wrapping himalaya CLI 6 Claude Code, Codex, OpenCode 2 8,923 tok
anotherpanacea-eng/apodictic APODICTIC: AI Developmental Editing Plugin for Claude 6 Claude Code, Codex, OpenCode 3 4,092 tok
ivan-magda/claude-superpowers Personally curated and maintained collection of Claude Code plugins 6 Claude Code, Codex, OpenCode 2 158 tok
shiiman/claude-code-plugins 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,554 tok
Xakki/ai-agents-skills Claude Code plugin with skills for agentic development — kanban, scheduled autonomous runs 6 Codex, OpenCode 1 733 tok
killvxk/malskills-zh Offensive security skills plugin for Claude Code - 120 skills for authorized pentesting, C 6 Claude Code, Codex, OpenCode 2 1,216 tok
easingthemes/dx-aem-flow AI-powered development plugins for Claude Code & Copilot CLI — requirements to PR workflow 6 Claude Code, Codex, Gemini CLI, OpenCode 4 7,326 tok
RashadAnsari/myagents Personal plugin marketplace for Claude Code, Cursor, and Claude Desktop. Brings Rashad's w 6 Claude Code, Codex, OpenCode 1 889 tok
npow/claude-relay Drop-in OpenAI and Anthropic API server that routes through Claude Code 6 Codex, OpenCode 1 849 tok
younnieCutler/japan-career-agent AI agent suite for Japan job hunting — self-analysis, resume, company research, matching, 6 Claude Code, Codex, OpenCode 2 1,741 tok
nathanvale/side-quest-marketplace-old SideQuest - ADHD-friendly Claude Code plugins for developers who thrive on hyperfocus. Too 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 6,917 tok
aronprins/run-paperclip A Claude Code plugin to operate Paperclip companies outside-in from your interactive Claud 6 Codex, OpenCode 1 8,588 tok
dkships/substack-publisher-mcp publisher-api.substack.com MCP server for Substack's official Publisher API — query posts, analytics, and subscribers 6 Claude Code, Codex, OpenCode 2 1,436 tok
calsora/power-platform-github-copilot-kit Collection of agents and instructions etc as a starting point for working with the Power P 6 Codex, GitHub Copilot, OpenCode 4 3,169 tok
damianof/minto-skill damianofusco.com An AI skill that analyzes any draft or idea against the Minto Pyramid Principle and delive 6 Claude Code, Codex 2
mordor-forge/trident-mcp Multi-provider 3D model generation MCP server (Tripo, Meshy, Rodin). Text/image/multiview- 6 Codex, OpenCode 1 1,465 tok
xhuw/async-bash-mcp An MCP to overcome the issues I was having with opencode's bash tool 6 Codex, OpenCode 1 311 tok
AbhishekMore-1/litellm-proxy-mcp MCP bridge for LiteLLM Proxy. Supports Antigravity. 6 Codex, OpenCode 1 698 tok
Olafs-World/airbnb-search 🏠 Search Airbnb listings from the command line. No API key required. 6 Codex, OpenCode 1 660 tok
franalgaba/grimoire grimoirelabs.xyz Grimoire is a language for agents to express financial intent with readable syntax and det 6 Codex, OpenCode 1 5,634 tok
simonwong/writing-skills writing skills 6 Claude Code, Codex, OpenCode 3 606 tok
jaakla/merit_api MCP and Python API SDK for Merit Activa financial software - unofficial 6 Claude Code, Codex, OpenCode 2 1,557 tok
solana-mobile/solana-mobile-skills Agent skills for Solana Mobile development (Claude Code, Codex, OpenCode, Cursor, Gemini, 6 Codex, OpenCode 1 1,159 tok
oldwinter/skills 6 Claude Code, Codex, OpenCode 2 1,290 tok
SupenBysz/gitea-mcp-tool 6 Claude Code, Codex, OpenCode 2 2,110 tok
goperigon/perigon-mcp-server mcp.perigon.io Your go-to MCP for Real-time News & Contextual Intelligence 6 Codex, OpenCode 1 442 tok
spyfree/mingli-mcp 6 Claude Code, Codex, OpenCode 2 3,785 tok
jellythomas/mcp-atlassian-with-bitbucket 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,240 tok
cristianoaredes/mcp-senado MCP server for Brazilian Federal Senate (Senado Federal) Open Data API - Access legislativ 6 Claude Code, Codex, OpenCode 2 3,769 tok