How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
jakubsuplicki/codument npmjs.com Docs-based guardrails for AI coding workflows: coverage scoring, doc-drift checks, and dif 48 Claude Code, Codex, OpenCode 17 11,121 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
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
Aayush9029/mcp-server relaydeck.onrender.com MCP server that sends your AI agents' tasks to iPhone, iPad, and Apple Watch 48 Codex, OpenCode 1 652 tok
Anantys-oss/koan koan.anantys.com Autonomous background agent that consumes unused Claude Max quota to explore, audit, and i 48 Claude Code, Codex, GitHub Copilot, OpenCode 18 7,998 tok
styrene-lab/omegon Native AI agent harness — for agents, by agents. Single binary, zero dependencies. 48 Codex, OpenCode 1 2,559 tok
drvoss/everything-copilot-cli The definitive guide & configuration system for GitHub Copilot CLI — agents, skills, rules 48 Codex, GitHub Copilot, OpenCode 2 4,812 tok
AtomGraph/Web-Algebra pypi.org Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools 48 Claude Code, Codex, OpenCode 3 2,073 tok
VinvAI/VinvAI vinv.ai Tools for AI agents to test, fix and optimise your codebase 48 Codex, OpenCode 1 2,278 tok
koalaauto/here-macos ipwho.is A tiny native macOS menu bar widget that shows your current public IP's country and region 48 Claude Code, Codex, OpenCode 2 4,002 tok
ardhaecosystem/RUDR9 One command → full AI engineering team. Transforms Hermes Agent into a 9-role development 48 Codex, OpenCode 1 544 tok
rkana-org/gfty rkana-org.github.io A CLI tool to manage gridfinity configurations for baseplates, bins, detachable labels and 48 Codex, OpenCode 1 3,806 tok
hoangsonww/DocuThinker-AI-App docuthinker.vercel.app 📝 An AI-powered document analysis app that turns long, complex documents into summaries, 48 Claude Code, Codex, OpenCode 2 457 tok
Rootly-AI-Labs/rootly-graphify-importer rootly.com Turn Rootly incidents, alerts, and teams into a queryable knowledge graph. Visualize servi 48 Codex, OpenCode 1 4,539 tok
agentcommunity/agent-identity-discovery aid.agentcommunity.org Agent Interface Discovery 48 Claude Code, Codex, OpenCode 2 3,102 tok
kaorii-ako/Shiori-v1 shiori-v1.vercel.app Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, G 48 Claude Code, Codex, OpenCode 2 2,544 tok
shakacode/claude-code-commands-skills-agents ShakaCode Team Shared Claude Code Commands, Agents, Skills, Tips 48 Codex, OpenCode 1 321 tok
stepfun-ai/Step-Realtime-CLI 48 Codex, OpenCode 1 3,516 tok
cafe3310/agent-skill-memories-off Remember these things and help me get off work earlier 48 Codex, OpenCode 1 533 tok
gabelul/stitch-kit booplex.com Your coding agent designs terrible UI. stitch-kit wires it into Google Stitch MCP and teac 48 Claude Code, Codex, OpenCode 1 1,673 tok
benclawbot/open-brain User-owned memory and continuity layer for coding agents — provenance-aware semantic memor 48 Codex, OpenCode 1 84 tok
letitbk/claude-academic-setup Beginner setup for academic researchers using Claude Code and Codex: core skills, safe set 48 Claude Code, Codex, OpenCode 2 1,188 tok
npstorey/civic-ai-tools civicaitools.org Open-source platform connecting AI assistants to government open data — MCP server, curate 48 Claude Code, Codex, OpenCode 3 2,164 tok
naorsabag/openhop naorsabag.github.io Interactive data-flow diagrams your AI agent can write. One SKILL.md — install in Claude C 48 Codex, OpenCode 1 1,450 tok
WhitzardAgent/WhitzardOS qitor.mintlify.app Let's Qitos! A torch-like agent-native framework for researchers. 48 Claude Code, Codex, OpenCode 2 2,105 tok
hexxt-git/anime-sdk anime-sdk.hexxt.dev Typescript SDK for building anime streaming apps with over 30k+ titles available 48 Claude Code, Codex 4 3,355 tok
talayash/agentrium agentrium.app Native desktop app for running Claude Code, Codex, Cursor, and Antigravity side by side. T 48 Claude Code, Codex 52 4,827 tok
basher83/Zammad-MCP A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to in 48 Claude Code, Codex, OpenCode 25 6,259 tok
KingJing1/podcast-transcript-txt-skill Turn any podcast source into clean .txt — YouTube, episode webpages, Xiaoyuzhou, Apple Pod 48 Codex, OpenCode 1 644 tok
crewAIInc/skills 48 Codex 1 —
curie-eng/curie Open-source, self-hostable platform that turns agents into co-workers. Start with Software 48 Claude Code, Codex, OpenCode 2 12,004 tok
tradermonty/hermes-trading-research-agent-work-package Hermes profile distribution turning claude-trading-skills into an always-on US-equity rese 48 Codex, OpenCode 1 4,704 tok
zuke-build/zuke zuke.build 🥷 A code-first, strongly-typed build automation system. 48 Claude Code, Codex, OpenCode 2 10,657 tok
Manikantareddy941-hash/-caveman 48 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
vivy-yi/Greater-China-Legal Greater China Legal Agent Skills — A legal agent Skill system for Greater China, adapted f 48 Claude Code, Codex, OpenCode 2 3,243 tok
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 48 Claude Code, Codex, Gemini CLI, OpenCode 3 2,325 tok
triuzzi/brave-devtools-mcp npmjs.com Full Chrome DevTools MCP parity, rebuilt for Brave. Browser automation and debugging for C 48 Codex, OpenCode 1 971 tok
XZXZZX-Ai/bilibili-mcp Bilibili MCP tool A Bilibili MCP server 48 Claude Code, Codex, OpenCode 14 1,197 tok
Nikita3005/taintgate Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK 48 Codex, OpenCode 1 259 tok
maddexritter-rgb/vibe-editing Raw footage in, finished captioned vertical clips out — with one command. A Claude Code pl 48 Claude Code, Codex, OpenCode 2 1,295 tok
fengkx/beancount-lsp Beancount Language Server Protocol (LSP) implementation run on electron and browser (VSCod 48 Claude Code, Codex, OpenCode 3 2,280 tok
extsoft/elegant-git elegant-git.extsoft.pro Elegant Git is an assistant who carefully automates routine work with Git. 48 Codex, OpenCode 1 86 tok
ibm-granite/granite.build Build orchestration for LLM pipelines 48 Claude Code, Codex, OpenCode 12 4,434 tok
agentistics/agentistics agentistics.com.br 48 Claude Code, Codex, OpenCode 8 1,344 tok
wuyutanhongyuxin-cell/SJTU_CLI SJTUer. 47 Claude Code, Codex, OpenCode 2 8,126 tok
RocketChat/Opensource-Contribution-Leaderboard gsoc.rocket.chat Open Source project contributors tracking leaderboard originally built with :heart: in N 47 Codex, Gemini CLI, OpenCode 2 1,895 tok
wisdomgraph/mega-code megacode.ai The Self-evolving AI Coding Infrastructure 47 Codex, OpenCode 1 775 tok
scottfalconer/self-learning-skills Self learning agent skills 47 Codex, OpenCode 1 563 tok