How real projects configure their agents

1,902 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
oculus-samples/voicesdk-samples-whisperer Oculus Voice SDK showcase demonstrating the use of Voice SDK in Unity. This project contai 82 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,047 tok
alfadur7/llm-wiki-newsroom alfadur7.github.io Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom 82 Claude Code, Codex, Gemini CLI, OpenCode 28 7,701 tok
kucherenko/gangsta gangsta.page AI agentic skills framework for spec-driven development, built on the organizational model 81 Codex, Gemini CLI, OpenCode 2 305 tok
quran/quran-mcp mcp.quran.ai 81 Claude Code, Codex, Gemini CLI, OpenCode 5 4,674 tok
j5ik2o/okite-ai 81 Claude Code, Codex, Gemini CLI, OpenCode 39 5,523 tok
PostHog/ai-plugin Official PostHog plugin for Claude Code, Cursor, Gemini, Codex and other AI coding tools 80 Gemini CLI 1 308 tok
idoforgod/AgenticWorkflow 79 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 24,184 tok
alexhraber/flowhawk Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces 79 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
ignaciohermosillacornejo/copilot-money-mcp ignaciohermosillacornejo.github.io MCP server for Copilot Money App - AI powered personal finance queries using local data 78 Claude Code, Codex, Gemini CLI, OpenCode 5 3,218 tok
fastxyz/skill-optimizer Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs 77 Claude Code, Codex, Gemini CLI, OpenCode 3 1,762 tok
jmagar/claude-homelab Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media a 77 Claude Code, Codex, Gemini CLI, OpenCode 3 6,390 tok
tswistak/Battery-Monitor Battery Monitor for Android 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 219 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 75 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
vitaecontext/vitaecontext vitaecontext.github.io Give your AI agents grounded, reusable career context. 75 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,368 tok
uussnn/second-brain Autonomous AI Agent Skill for Google AI Edge Gallery - self-evolving, 100% offline 75 Gemini CLI 1 329 tok
idoforgod/Sermon-Assistant-AgenticWorkflow Sermon assistant AI agent workflow — based on AgenticWorkflow DNA 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 56 28,475 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,541 tok
mykpono/ultimate-seo-geo lab.mykpono.com The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI searc 74 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,295 tok
AsiaOstrich/universal-dev-standards Universal, language-agnostic development standards for software projects. Includes coding 73 Claude Code, Gemini CLI 38 10,511 tok
Apra-Labs/apra-fleet AI agents that write code, review each other's work, and coordinate across your machines 72 Claude Code, Codex, Gemini CLI, OpenCode 12 5,838 tok
gutomec/nirvana-os-engine squads.sh Nirvana-OS engine: ready-to-run agentic operations. One sentence in, finished work out. So 72 Claude Code, Codex, Gemini CLI, OpenCode 3 13,803 tok
daintreehq/daintree daintree.org A delegation environment for orchestrating AI coding agents. Manage Claude, Gemini, and Co 70 Claude Code, Codex, Gemini CLI, OpenCode 10 3,365 tok
aelf-hzz780/AI-bounty-skill Public Codex skill for claiming AI bounty on aelf tDVV via RewardClaimContract, supporting 69 Gemini CLI 1 388 tok
kesslerio/attio-mcp-server Attio Model Context Protocol (MCP) server implementation 69 Claude Code, Codex, Gemini CLI, OpenCode 3 4,163 tok
osanoai/multicli Gemini, Codex, Claude, and OpenCode all in a single MCP tool for use by any coding agent. 69 Claude Code, Codex, Gemini CLI, OpenCode 3 1,485 tok
moshehbenavraham/Ultimate-Agent-Directory moshehbenavraham.github.io 🤖 The most comprehensive directory of AI agent frameworks, platforms, tools, and resource 69 Claude Code, Codex, Gemini CLI, OpenCode 3 2,625 tok
t0mtaylor/peepshow Turn a video — or an animated GIF, APNG, or WebP — into a timeline of still frames so an L 67 Claude Code, Codex, Gemini CLI, OpenCode 2 895 tok
cmaughan/Draxul 🩸 A Dark Factory agentic project. A Universal console shell, city-as-code metaphor. Cros 67 Claude Code, Codex, Gemini CLI, OpenCode 7 6,124 tok
littlebearapps/untether untether.cc Code from anywhere — Telegram bridge for AI coding agents (Claude Code, Codex, OpenCode, P 66 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 12,692 tok
ssuixinsuoyu/zede-zero-learning-roadmap Starting from the origin and approaching true knowledge indefinitely. A goal-driven, evide 66 Claude Code, Codex, Gemini CLI, OpenCode 3 365 tok
mauripsale/doc-adk-training Learn to build, test, and deploy production-ready AI agents with this complete "From Zero 66 Gemini CLI 1 526 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 66 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
nightnei/wordpress-developer-mcp-server Build WordPress sites with your AI 65 Claude Code, Codex, Gemini CLI, OpenCode 3 1,185 tok
DevelopersGlobal/ai-agent-skills developersglobal.github.io AI agent skills for production grade applications 65 Claude Code, Codex, Gemini CLI, OpenCode 3 925 tok
ssdeanx/Gemini-CLI-Web Gemini CLI Web is an interface that allows you to use Gemini CLI in web browser. Integrat 65 Gemini CLI 1 9,700 tok
juzzlin/Noteahead juzzlin.github.io A MIDI tracker and sequencer with built-in synths and effects written in C++/Qt/QML target 65 Claude Code, Gemini CLI 2 3,476 tok
gemini-cli-extensions/gcloud gcloud Gemini CLI Extension 64 Gemini CLI 1 553 tok
akseolabs-seo/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 64 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
flancian/agora-server Agora Server implementation for the Agora (flancia.org/go/agora). 64 Gemini CLI 1 12,497 tok
roundpilot/superpowers-antigravity An agentic skills framework & software development methodology that works. Built natively 63 Gemini CLI 1 12 tok
Fighter90/career-ops-ui cvstart.org Clean, docs-style web UI for the career-ops AI job-search pipeline. Search ATS adapters (G 62 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 2,869 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 62 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
involvex/gemini-cli-prompt-library A curated library of high-quality, professionally crafted prompts for common development t 61 Gemini CLI 1 1,204 tok
yfge/ai-video-studio AI video production workflow platform for professional short drama teams. Timeline-first, 61 Claude Code, Codex, Gemini CLI, OpenCode 6 1,434 tok
color4-alt/CiteCheck Agent Skill: Check academic paper citations for format, queryability, thematic relevance, 59 Claude Code, Codex, Gemini CLI, OpenCode 3 1,320 tok
Alexander-M-Dickerson/ai-asset-pricing Empirical Asset Pricing Tools 59 Claude Code, Codex, Gemini CLI, OpenCode 56 3,707 tok
bladnman/planning_benchmark 59 Claude Code, Codex, Gemini CLI, OpenCode 3 583 tok
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 59 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok