How real projects configure their agents

24,692 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
yoloshii/ClawMem On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server 211 Claude Code, Codex, OpenCode 2 8,770 tok
azrtydxb/procoder procoder.azrty.com Senior-developer discipline for AI coding agents. A commit gate that counts unchecked as f 211 Codex, GitHub Copilot, Kiro, OpenCode 7 12,837 tok
techygarg/lattice techygarg.github.io Install engineering discipline into any AI coding assistant. Composable skills for design, 211 Claude Code, Codex, OpenCode 3 148 tok
kdroidFilter/Zayit zayitapp.com Zayit is a free app to read, search, and explore Jewish study texts. Built for study: fast 211 Claude Code, Codex, OpenCode 2 4,088 tok
resend/resend-skills Agent Skills for working with Resend to send and receive emails. 211 Claude Code, Codex, OpenCode 2 174 tok
pachterlab/paperpush 📝 Automated manuscript validation and submission portal completion 211 Claude Code, Codex, OpenCode 1 6,156 tok
besoeasy/yantr yantr.org A self-hosted homelab app store for rootless Podman — runs alongside your OS, not instead 211 Codex, OpenCode 1 3,630 tok
nexxeln/opencode-config my opencode config 210 Codex, OpenCode 1 691 tok
Dicklesworthstone/meta_skill Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, s 210 Codex, OpenCode 1 10,606 tok
chaitin/OctoBus chaitin.github.io A secure local gateway for AI agents to reliably call approved enterprise APIs, tools, and 210 Codex, OpenCode 1 739 tok
junevm/splathash junevm.github.io 16 bytes fixed size image placeholder, an alternative to blurhash and thumbhash 210 Claude Code, Codex, GitHub Copilot 4 29 tok
gurgeous/table_tennis A Ruby library for printing stylish tables in your terminal. 209 Codex, OpenCode 1 294 tok
malpern/VoxClaw malpern.github.io Give OpenClaw a voice — Let your agent speak from any Mac on your network 209 Claude Code, Codex, OpenCode 48 2,484 tok
GeniusHu-tgty/Open-tgtylab A security research workbench integrating reverse engineering, CTF, mobile security, and W 209 Claude Code, Codex, OpenCode 3 11,592 tok
FinAegis/core-banking-prototype-laravel finaegis.org Open-source core banking platform — 61 DDD domains with event sourcing, CQRS, and a schema 209 Claude Code, Codex, OpenCode 2 9,349 tok
Verified-zkEVM/clean clean.zksecurity.xyz Lean circuit DSL 209 Claude Code, Codex, OpenCode 2 3,450 tok
strands-labs/robots strands-labs.github.io Control robots and physical hardware with natural language through Strands Agents. 209 Codex, OpenCode 1 4,112 tok
engasnm111/lnwjud lnwjud — local AI-agent runtime & MCP gateway 209 Claude Code, Codex, OpenCode 8 2,502 tok
Joouis/agent-maestro marketplace.visualstudio.com Turn VS Code into your compliant AI playground! With Agent Maestro, spin up Cline or Roo o 209 Claude Code, Codex, OpenCode 3 1,512 tok
QuanhuZeYu/Qz-Miner Chain mining specifically adapted for Minecraft 1.7.10 GTNH. Its specialty is mining GregT 208 Codex, OpenCode 1 495 tok
dwebagents/AgentPipe dwebagents.github.io High performance multithreaded task execution and optimization engine for agents and dweb 208 Claude Code, Codex, OpenCode 2 67 tok
garagon/nanostack nanostack.sh A workflow harness that helps AI coding agents plan, review, test, and ship safer code. 208 Codex, Gemini CLI, OpenCode 2 1,018 tok
lidge-jun/cli-jaw lidge-jun.github.io 🦈 2-line install personal AI assistant. 11 AI runtime surfaces (Claude, Codex, Cursor, Ge 208 Claude Code, Codex, OpenCode 2 21,740 tok
u-ichi/compact-plus Claude Code plugin: preserve and restore working state around /compact 208 Claude Code, Codex, OpenCode 2 1,632 tok
SensorsINI/jaer Full-featured cross-platform (Linux, Windows, MacOS) desktop application for neuromorphic 208 Codex, OpenCode 1 941 tok
narumiruna/yfinance-mcp 208 Claude Code, Codex, GitHub Copilot, OpenCode 3 661 tok
shizhilya/yuan Yuan (元) — a unified destiny-reading skill for Codex, Claude Code, and Agent Skills runtim 208 Codex, OpenCode 1 216 tok
zhaoliangbin42/AI-MarkDone chromewebstore.google.com ChatGPT directory navigation, Reader source copy, Dynamic Annotation, bookmarks, PNG expor 208 Codex, GitHub Copilot, OpenCode 2 2,762 tok
Kpa-clawbot/CoreScope MeshCore mesh network analyzer — live packet visualization, VCR replay, channel decryption 208 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,708 tok
cloudQuant/backtrader backtrader.readthedocs.io Optimized Python fork of Backtrader for strategy backtesting and live trading, with vector 208 Claude Code, Codex, OpenCode 2 9,000 tok
ChenShuo2004/cs-skills everlightai.top Chen Shuo’s Codex Skills and AI Workflow Handbook: turning product, content, research, and 208 Codex, OpenCode 1 311 tok
xiaojiou176-open/codeflow xiaojiou176-open.github.io OpenVibeCoding is the command tower for AI engineering: plan, delegate, track, resume, and 207 Claude Code, Codex, OpenCode 2 12,368 tok
vasylenko/bear-notes-mcp bear-notes-mcp.vercel.app MCP Server for Bear note taking app available as Claude Desktop extension or standalone se 207 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,308 tok
av/facts Antidote for fluffy specs, a toolkit for fact-driven development with AI agents 207 Claude Code, Codex, OpenCode 2 867 tok
jacob-bd/perplexity-web-mcp MCP server and Anthropic API-compatible interface for Perplexity AI web interface 207 Claude Code, Codex, OpenCode 2 2,010 tok
gura105/operational-ontology A minimal, readable reference implementation of the Operational Ontology pattern. Palantir 207 Claude Code, Codex, OpenCode 2 782 tok
Hessesian/kmp-lsp Fast, low-memory LSP server for Kotlin and Java, written in Rust 207 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,406 tok
mlzoo/mcp_forge A general-purpose development framework specifically designed for building enterprise-grad 206 Codex, OpenCode 1 420 tok
zgsm-ai/everything-ai-coding zgsm-ai.github.io A curated collection of programming AI extension resources: MCP Servers, Skills, Rules, an 206 Claude Code, Codex, OpenCode 2 12,914 tok
Michael-OvO/obsidian-knowledge-agent Agent-driven pipeline that turns raw material (PDFs, slides, syllabi, papers, URLs) into s 206 Codex, OpenCode 1 1,417 tok
thomast1906/github-copilot-agent-skills Repo containing my GitHub Copilot Agent & Skills - continually experimenting! 206 Claude Code, Codex, GitHub Copilot 22 2,119 tok
vicentereig/whatsapp-cli oss.vicente.services Danger. Danger. High Voltage. Give your codex/claude access to WhatsApp 206 Codex, OpenCode 1 1,186 tok
jacob-bd/relay-ai Relay any model into any coding agent 206 Claude Code, Codex, OpenCode 2 27,810 tok
rustfs/console rustfs.com A modern, responsive web management console for RustFS distributed file system, built with 206 Claude Code, Codex, OpenCode 2 2,320 tok
ganapativs/microcharts microcharts.dev Word-sized charts for React, made for LLMs and humans — 106 chart types, zero runtime depe 206 Claude Code, Codex, OpenCode 2 5,866 tok
moeru-ai/auv auv.moeru.ai 📱🐭 Are we computer use, I guess not, it's Application Use Via... a unified orchestration 206 Claude Code, Codex, Cursor, OpenCode 36 6,930 tok
spire-studio/cloakbot A privacy-first AI agent that sanitizes your prompts locally with a local LLM before forwa 205 Claude Code, Codex, OpenCode 2 770 tok
MichealWayne/fe-tools blog.michealwayne.cn Commonly used frontend development documentation and website URLs, style/JS utility librar 205 Codex, OpenCode 1 1,307 tok
RaananW/babylonjs-webpack-es6 Babylon.js basic scene with typescript, webpack, es6 modules, editorconfig, eslint, hot lo 205 Codex, GitHub Copilot, OpenCode 2 2,297 tok
NotePlan/plugins The main NotePlan repository, which contains the source code for all NotePlan plugins. If 205 Claude Code, Codex, Cursor, OpenCode, Windsurf 7 1,425 tok