How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
opengovsg/FormSG form.gov.sg Form builder for the Singapore Government 373 Claude Code, GitHub Copilot 2 5,110 tok
hiboys/ExploreFinance A collection of organized financial knowledge from industry books, Caixin Weekly, cutting- 373 Claude Code, Codex 33 1,618 tok
a5chin/python-uv a5chin.github.io A production-ready Python development environment template using modern tools: uv for blaz 372 Claude Code 1 1,259 tok
boltmcp/boltmcp install.boltmcp.io 372 Claude Code 2 —
Far-Se/tabame far-se.github.io Tabame is an alternative to Windows Taskbar. It's Raycast and Powertoys combined. 372 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,747 tok
ben-vargas/ai-sdk-provider-claude-code Vercel AI SDK community provider for Claude Agent SDK 372 Codex, OpenCode 1 585 tok
obra/superpowers-chrome Claude Code plugin for direct Chrome browser control via DevTools Protocol - zero dependen 372 Claude Code 1 3,399 tok
fizzbee-io/fizzbee fizzbee.io Easiest-ever formal methods language! Designed for developers crafting distributed systems 372 Claude Code, GitHub Copilot 7 5,666 tok
MinLL/SkyrimNet-GamePlugin fateless.ai AI NPCs for Skyrim that talk, remember, react and act, voiced in real time. By Fateless. 372 Claude Code 1 —
bx33661/Wireshark-MCP Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions i 372 Claude Code, GitHub Copilot 3 351 tok
nwiizo/tfmcp crates.io 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI 371 Claude Code, Codex, OpenCode 8 673 tok
oculus-samples/Unity-TheWorldBeyond Presence Platform showcase demonstrating usage of Scene, Passthrough, Interaction, Voice, 371 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 997 tok
Noi1r/beamer-skill A Claude Code skill for creating, compiling, reviewing, and polishing academic Beamer LaTe 371 GitHub Copilot 1 1,448 tok
K-Dense-AI/science-superpowers k-dense.ai Composable computational-science methodology skills for AI research agents — pre-registrat 371 Claude Code, Codex, Gemini CLI, OpenCode 3 688 tok
akitaonrails/llm-coding-benchmark Simple benchmark to test the most popular open source and commercial LLMs with automated O 371 Claude Code, Codex, OpenCode 3 7,956 tok
programasweights/programasweights-python programasweights.com Python SDK for ProgramAsWeights — compile natural language specs into neural programs that 371 Codex, OpenCode 1 2,888 tok
Asymmetric-al/core asymmetric.al A high-performance, enterprise-grade Next.js 16 application for mission-focused non-profit 370 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,444 tok
nth5693/gemini-kit 🚀 19 AI Agents + 44 Commands for Gemini CLI - Code 10x faster with auto planning, testing 370 Gemini CLI 1 1,369 tok
rjcorwin/cook rjcorwin.github.io A simple CLI for orchestrating Claude Code, Codex, and OpenCode 370 Claude Code 1 —
elixir-lang/elixir-lang.github.com Website for Elixir 370 Codex, OpenCode 1 497 tok
rainnoon/oc-claw oc-claw.ai A desktop pet that monitors your AI coding agents (OpenClaw, Claude Code, Codex, Cursor, G 370 Claude Code 1 9,271 tok
kenzok8/openwrt-clashoo kenzok8.github.io A simple, stable, out-of-the-box LuCI proxy application based on mihomo and sing-box 370 Claude Code, Codex 1 —
Aperivue/medsci-skills aperivue.com Agent Skills for medical research — literature search, reporting-guideline & citation chec 370 Claude Code, Codex, OpenCode 3 1,597 tok
imsai-sh/awesome-deepseek-harness-plugins deepseek1024.com DeepSeek Harness plugin store, marketplace and hub — 11,000+ dsh plugins with search, rank 370 Claude Code, Codex, OpenCode 2 1,060 tok
useagenthq/useagent app.useagent.org The open-source Devin alternative. Run Claude Code, Codex or OpenCode in isolated cloud wo 370 Claude Code, Codex, OpenCode 2 1,902 tok
AIGNE-io/aigne-framework aigne.io The functional, composable, and typescript-first AI Agent framework for real-world LLM App 369 Claude Code 1 1,183 tok
hookdeck/hookdeck-cli hookdeck.com CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Even 369 Claude Code, Codex, OpenCode 5 9,539 tok
IvanLi-CN/tavily-hikari ivanli-cn.github.io 369 Codex, OpenCode 4 1,811 tok
mysticaltech/marketingskills Marketing skills for AI agents (Agent Skills spec). Fork of coreyhaines31/marketingskills 369 Claude Code, Codex, OpenCode 2 1,574 tok
modelstudioai/cli bailian.console.aliyun.com Official Model Studio CLI(Alibaba Cloud Bailian CLI)built for AI Agent frameworks, exposin 369 Claude Code, Codex, OpenCode 2 3,889 tok
hogeheer499-commits/strix-halo-guide strixhaloguide.com Evidence-backed AMD Strix Halo local-AI setup and benchmarks: Qwen3.8, Ollama, llama.cpp, 369 Codex, OpenCode 1 2,053 tok
Klerith/fernando-skills Spec-driven development skills for Claude Code, Cursor, Codex, and Antigravity. By Fernand 369 Claude Code 1 1,133 tok
yologdev/yoagent yologdev.github.io The agent loop for Rust — stream from 7 LLM protocols, run tools, loop until done. From a 369 Claude Code 1 23,855 tok
tettethu/VibeGame vibegame.tettet.org VibeGame: Vibe Your Dream Game -- An open-source self-evolving multi-agent framework with 369 Claude Code 1 —
Frayo44/agent-view 368 Claude Code 2 847 tok
vuejs-ai/vue-tui The Vue framework for terminal UIs. SFC & JSX, Yoga flexbox, HMR, and testing out of the b 368 Claude Code, Codex, OpenCode 2 3,551 tok
justrach/kuri kuri.trilok.ai Browser automation, web crawling, and iOS + Android device control for AI agents. Zig-nati 368 Claude Code, Codex, OpenCode 7 2,175 tok
tableau/tableau-mcp tableau.github.io Tableau's official MCP Server. Helping agents see and understand data. 368 Claude Code, Codex, OpenCode 3 5,185 tok
hassancs91/claude-youtube-editor learnwithhasan.com Record the talking head, Claude Code does the rest: the cut, the visuals, the voice, the s 368 Claude Code 1 1,783 tok
Leon-Drq/openagentskill openagentskill.com The skill layer for AI agents: npm for AI Agent Skills. 368 Codex, OpenCode 1 529 tok
logiscape/mcp-sdk-php Model Context Protocol SDK for PHP 368 Claude Code, Codex, OpenCode 4 3,032 tok
kazukinagata/shinkoku Tax return automation AI agent plugin — from bookkeeping management to e-Tax data entry as 367 Claude Code 1 4,110 tok
mapbox/mcp-server Mapbox Model Context Protocol (MCP) server 367 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,525 tok
remorses/tuistory TMUX for agents. let agents control & test terminal user interfaces. Like Playwright & age 367 Codex, OpenCode 1 1,946 tok
GeiserX/awesome-spain geiserx.github.io Una selección de software open source que da soporte específico a España 367 Claude Code, Codex, OpenCode 4 4,116 tok
Nanako0129/TokenBar tokenbar.nyanako.com AI token usage & quota monitor for the macOS menu bar — native Swift, Liquid Glass, 3D con 367 Claude Code, Codex, OpenCode 2 763 tok
brycewang-stanford/StatsPAI StatsPAI is the first Agent-native Python library for causal inference and applied econome 367 Claude Code, Codex, OpenCode 2 7,595 tok
mamertofabian/mcp-everything-search usemcp.com 367 Claude Code, Codex, OpenCode 15 3,824 tok
yukuku/androidbible alkitab.app Open Source Bible for Android 366 Codex, OpenCode 1 3,904 tok
honojs/cli Command-line tool for Hono, made for AI coding agents 366 Claude Code, Codex, OpenCode 2 893 tok