How real projects configure their agents

43,636 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
Damao/ai_finance_dashboard 48 Codex, OpenCode 1 699 tok
nilenso/storymachine Automate user story creation, in a format suitable for AI agents. 48 Claude Code, Codex, OpenCode 4 664 tok
ithinkihaveacat/dotfiles Shell-related config files and scripts 48 Claude Code, Codex, OpenCode 2 1,993 tok
Atipico1/ai-testing-rules 48 Codex, OpenCode 1 1,399 tok
smhjw/qbitremote 48 Codex, OpenCode 1 731 tok
scottfalconer/self-learning-skills Self learning agent skills 48 Codex, OpenCode 1 563 tok
senaykt/iac-security-scan-skills iac security scan skills for your AI workflows 48 Claude Code, Codex, OpenCode 2 5,177 tok
porthorian/openchat-client OpenChat is a discord alternative that is designed to be self hostable. 48 Codex, OpenCode 1 2,911 tok
FreemapSlovakia/freemap-v3-react freemap.sk Freemap Slovakia web application (www.freemap.sk) 48 Claude Code, Codex, OpenCode 3 5,221 tok
Arcanyx-org/NiXium Open-Source Infrastructure as Code Management Solution for Multiple Systems designed to be 48 Codex, OpenCode 1 10,927 tok
regenrek/planwithgemini Plan with Gemini CLI and build with Claude Code or Cursor 48 Claude Code 1
laurynas-biveinis/mcp-server-lib.el Emacs Lisp implementation of the Model Context Protocol 48 Claude Code 1 172 tok
chingswy/1566 Minimalist Agent team management inspired by the Jiajing Emperor, eliminating court meetin 48 Claude Code 15 940 tok
protokol/solidity-typescript-hardhat-template protokol.com A Template Project To Start Solidity Development With Hardhat and Typescript support. Crea 48 Claude Code 4 782 tok
MarkT1065/wheeler Stock Option Wheel Tracker 48 Claude Code 1 2,739 tok
llcoolblaze/claude-boris The Ultimate Claude Code Workflow - Memory Bank, 14 Agents, 18 Commands, 10 Critical Gap S 48 Claude Code 39 817 tok
labs-barkley/barkley-reference-architecture drift-explorer.getbarkley.com Source-available research demonstrator for individual-referenced behavioral intelligence i 48 Claude Code 1 845 tok
procload/dnd-mcp MCP Server implementation of the DnD 5e API using resources, tools, and prompts. 48 Claude Code 1 216 tok
maragudk/skills Skills for AI agents. 48 Codex, OpenCode 1 440 tok
OpenAgentPlatform/dive-mcp-host 48 Claude Code 1 1,913 tok
keithrbennett/cov-loupe keithrbennett.github.io Refines Ruby Simplecov test coverage data as CLI, MCP server, and library 48 Claude Code, Codex, Gemini CLI, OpenCode 3 4,122 tok
eugenepyvovarov/MCPbundler mcp-bundler.com 48 Codex, OpenCode 1 1,524 tok
lookfree/cc-harness Desktop workbench for Claude Code — live subagent topology, token cost breakdown with dril 48 Claude Code 8 3,406 tok
steel-dev/leaderboard leaderboard.steel.dev Open leaderboard for browser agents 48 Claude Code, Codex, OpenCode 2 630 tok
vikshana/vikshana-graft-app An open source AI Assistant for Grafana 48 Claude Code, OpenCode 3 3,010 tok
woai3c/x-code-cli Open-source, model-agnostic coding agent CLI with subagents, skills, MCP, and plugins. 48 Codex, OpenCode 1 1,995 tok
agneym/generate-og-image Generate open graph images with Github Action from Markdown files 48 Codex, OpenCode 1 591 tok
nmrtn/nanopm Autonomous product management. Always-on, adversarial, doesn't sugarcoat. 48 Claude Code 1 1,575 tok
salavender/antigravity-compound-engineering-plugin Non-Official Antigravity IDE compound engineering plugin 48 Gemini CLI 1 1,242 tok
robinebers/skills A selection of personal Cursor agents/commands/rules/skills that I use for my work. 48 Codex, OpenCode 1 1,356 tok
life-itself/climate climate.lifeitself.org 🌍🔥 Life Itself's ongoing inquiry into the climate crisis 48 Claude Code, Codex, OpenCode 4 1,196 tok
with-logic/crew crew.logic.inc A package manager for agent skills. 48 Claude Code, Codex, OpenCode 2 7,165 tok
eko24ive/pi-ask npmjs.com Interactive clarification flows for Pi coding agent 48 Codex, OpenCode 1 824 tok
liangdabiao/fetch-everything linux.do Agent Skills toolbox fetch-everything — a high-quality collection of Skills for **Claude C 48 Claude Code 8 997 tok
lainXXX/omniAgent A lightweight large language model intelligent agent (LLM Agent) framework built with Java 48 Claude Code 1 3,833 tok
manikosto/claude-code-python-stack Complete Python toolkit for Claude Code — 20 skills, 11 agents, 11 commands for FastAPI, D 48 Claude Code 1 1,847 tok
swiftwasm/Swift-Wasm-Agent-Skill A collection of Agent Skills designed to help AI coding agents build and maintain Swift ap 48 Codex, OpenCode 1 531 tok
jiegec/waveform-mcp MCP server to read waveform files 48 Claude Code 1 958 tok
instancez/instancez instancez.ai An LLM-friendly, single-binary, drop-in replacement to Supabase 48 Claude Code, Codex, OpenCode 2 2,636 tok
AndroClawD/AndroClaw OpenClaw but for android 48 Claude Code 1 1,831 tok
double-coding-lab/Flow2Spec double-coding-lab.github.io 48 Claude Code, Codex, Cursor, OpenCode 26 3,206 tok
shawnstack/quickforge 48 Codex, OpenCode 1 1,057 tok
godmakereth/vibe-coding-tw 🌏 The Ultimate Vibe Coding Guide - Traditional Chinese Version | Traditional Chinese vers 48 Claude Code, Codex, Gemini CLI, OpenCode 3 3,661 tok
sinanata/unity-cross-platform-local-build-orchestrator leapoflegends.com One PowerShell command on your Windows PC builds and ships your Unity game to four platfor 48 Codex, GitHub Copilot, OpenCode 2 3,020 tok
tuneloop/tuneloop 48 Claude Code 1
kitlangton/merman 48 Codex, OpenCode 1 2,164 tok
boxpositron/with-context-mcp Enhanced note taking for AI Agents with supervision. 48 Codex, OpenCode 1 762 tok
hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector 48 Claude Code, Codex, OpenCode 14 1,788 tok
open-ace/open-ace open-ace.com Self-hosted enterprise AI workspace and governance platform 48 Claude Code 1 1,587 tok
raymondchins/agentmap Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% preci 48 Claude Code, Codex, OpenCode 2 1,168 tok