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
lastingyeh/adk-insurance-recommendation-agent lastingyeh.github.io An insurance technology recommendation Agent prototype based on Google ADK and MCP Toolbox 22 Claude Code, Gemini CLI 2 1,124 tok
Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,649 tok
davidbuenov/dbv-specs-ops The blueprint that turns any AI assistant into a disciplined Senior Engineer. 22 Claude Code, GitHub Copilot, Gemini CLI 10 1,234 tok
ilyautov/marketplaces-mcp-ru MCP server for Wildberries and Ozon seller accounts: sales, inventory, prices, finances, a 22 Codex, Gemini CLI, OpenCode 2 965 tok
gracefullight/docusaurus-plugins gracefullight.dev A collection of Docusaurus plugins for analytics, chat, ads, error tracking, copy-as-markd 22 Claude Code, Codex, Gemini CLI, OpenCode 7 3,891 tok
ppak10/RocketSmith arxiv.org Use agents to design and build high powered rockets 21 Gemini CLI 1 85 tok
yfge/TalkReplay talkreplay.com The only tool that replays Claude, Codex, Cursor, AND Gemini AI coding sessions in one uni 21 Claude Code, GitHub Copilot, Gemini CLI 3 9 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 21 Claude Code, Codex, Gemini CLI, OpenCode 5 20,750 tok
martysama0134/m2ui-skill AI coding skill for generating and modifying Metin2 client UI code from screenshots, descr 21 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,656 tok
adesutherland/CREXX REXX Language implementation 21 Codex, Gemini CLI, OpenCode 2 2,984 tok
ksmin23/my-adk-python-samples A collection of Python agent samples built with the Google Agent Development Kit (ADK), de 21 Gemini CLI 1 910 tok
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,874 tok
s60yucca/mnemos 21 Claude Code, Gemini CLI 6 1,017 tok
wedsamuel1230/arduino-skills Arduino/embedded systems skills and maker tools. 21 Claude Code, Codex, Gemini CLI, OpenCode 6 342 tok
usalu/semio play.semio-tech.com 💻 The right operating system for the left brain 🧠 21 Claude Code, Codex, Gemini CLI, OpenCode 15 1,405 tok
droher/baseball.computer 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3,493 tok
heymegabyte/claude-skills claude.megabyte.space 14-category autonomous product-building OS for 32+ AI coding tools. One-line prompts → dep 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,789 tok
MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se 21 Claude Code, Codex, Gemini CLI, OpenCode 3 2,678 tok
stone-yu/ai-draw-skill AI image-generation Skill: without extra prompts, describe text, full articles, URLs, imag 21 Gemini CLI 1 1,001 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
nirholas/cloud-computing nirholas.github.io 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 816 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 20 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 5,305 tok
mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( 20 Claude Code, Codex, Gemini CLI, OpenCode 3 699 tok
moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in 20 Claude Code, Codex, Gemini CLI, OpenCode 3 198 tok
waittim/MemoryCustodian Durable, repo-native project memory for coding agents, without context bloat. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 579 tok
currybab/superzent Superzent - an agent-first workspace built on Zed 20 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,093 tok
jimmyliao/digest-agent 20 Claude Code, Codex, Gemini CLI, OpenCode 7 1,949 tok
arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot 20 Claude Code, Codex, Gemini CLI, OpenCode 3 5,080 tok
nirholas/auto-kill-terminal nirholas.github.io 🤯 Stop AI agents from leaving zombie terminals in GitHub Codespaces & VS Code. Copy-past 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 658 tok
derailed-dash/rickbot-adk Rickbot ADK - a multi-personality chatbot built using Google ADK and Gemini, and leveragin 20 Gemini CLI 1 1,452 tok
ishandutta2007/Awesome-Agent-Skills Skills for coding agents 🌟 Star if you like it! 🌟 20 Claude Code, Codex, Gemini CLI, OpenCode 3 2,117 tok
re-cinq/wave re-cinq.github.io Multi-agent pipelines for AI-assisted development 20 Claude Code, Codex, Gemini CLI, OpenCode 29 4,733 tok
hamanpaul/serialwrap UART console tool for AI. 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 8,134 tok
charliesbot/one A beautifully designed fasting tracker with full Wear OS support. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,076 tok
dirien/yet-another-agent-harness dirien.github.io A Go agent harness for Claude Code — runtime hooks, MCP server, session tracking, middlewa 20 Claude Code, Codex, Gemini CLI, OpenCode 71 2,374 tok
rustfs/launcher rustfs cross-platform launcher 20 Codex, Gemini CLI, OpenCode 2 1,799 tok
nirholas/analyze-ethereum-address Analyze Efficient Ethereum Addresses 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 616 tok
pariyar07/ariadne satyampariyar.com Open-source agent skills for building scope-safe Markdown knowledge vaults with determinis 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,921 tok
sordi-ai/skill-everything Git-versioned agent memory: agents that never make the same mistake twice. Anthropic-Skill 20 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,060 tok
nirholas/g1t nirholas.github.io 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 770 tok
HainanZhao/Clawless Clawless is an messaging bridge and schedule engine built around your favourite coding Age 19 Codex, Gemini CLI, OpenCode 2 601 tok
dshakes/compass dshakes.github.io 🧭 Let your coding agent off the leash — not off the rails. Guardrails, a hard budget cap 19 Gemini CLI 1 7 tok
anthony-chaudhary/dos-kernel pypi.org Catch your AI agents when they lie about what they shipped — verifies claims against git i 19 Claude Code, Codex, Gemini CLI, OpenCode 11 8,806 tok
GobbyAI/gobby The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon 19 Claude Code, Codex, Gemini CLI, OpenCode 3 10,800 tok
phenomenoner/neoapi-skill Fubon Neo Python skill package: trading and market data workflows, test environment integr 19 Claude Code, Codex, Gemini CLI, OpenCode 3 2,425 tok
vladkol/gemini-cli-media-generation cloud.google.com An example of using Gemini CLI with MCP Servers for Genmedia and Gemini 2.5 Flash Image mo 19 Gemini CLI 1 52 tok
saadmanrafat/uv-mcp saadman.dev Bridge modern, reproducible Python environments with MCP agents. Diagnose, self-heal, and 19 Gemini CLI 1 304 tok
ClawStackStudios/GitLobster 🦞 The Capability Layer for Autonomous Agents. A decentralized registry for cryptographica 19 Claude Code, Gemini CLI 2 9,311 tok
AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. 19 Claude Code, Codex, Gemini CLI, OpenCode 3 475 tok