How real projects configure their agents

44,931 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
openpi-dev/openpi openpi-dev.github.io The setup I use for pi. Changes a ton, don't recommend hard copying it, just a taste of wh 198 Claude Code, Codex, OpenCode 3 1,615 tok
microsoft/multi-agent-marketplace microsoft.github.io Magentic-Marketplace: Simulate Agentic Markets and See How They Evolve 198 GitHub Copilot 1 382 tok
dynatrace-oss/dtctl CLI for managing Dynatrace platform resources - built for humans and AI agents 198 Claude Code, Codex, OpenCode 4 11,671 tok
hiyeshu/codeck codeck.sh No Keynote. No dragging. No font sizes. 197 Claude Code, Codex, OpenCode 2 2,173 tok
ImGoodBai/goodable goodable.cn Goodable is a local-first Desktop AI Workspace (Desktop Agent Runtime) powered by Claude A 197 Claude Code 1 723 tok
SSSYoung/vibe-coding-mobile-engineering Practice-oriented, with all articles and case studies summarizing personal engineering exp 197 Claude Code, Codex, OpenCode 2 1,925 tok
supermemoryai/install-mcp npmjs.com A simple CLI to install MCP servers into any client - auth included! 197 Codex, OpenCode 1 2,867 tok
douglasmonsky/codex-usage-tracker Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, c 197 Claude Code, Codex, OpenCode 8 5,323 tok
hexianWeb/Third-Person-MC third-person-mc.vercel.app Three.js web version Minecraft in browser 197 Claude Code, Codex, Cursor, OpenCode 15 2,908 tok
bhauman/clojure-mcp-light Simple Clojure tooling for AI coding assistants 197 Claude Code, Gemini CLI 2 1,350 tok
ingen084/KyoshinEewViewerIngen svs.ingen084.net Custom client for Kyoshin Monitor 197 Claude Code 6 5,786 tok
jeeftor/audiobook-organizer Organize and rename audiobook libraries for Audiobookshelf using metadata.json, EPUB, MP3, 197 Codex, OpenCode 18 3,189 tok
theaiautomators/claude-code-agentic-rag-masterclass theaiautomators.com Build an agentic RAG app from scratch by collaborating with Claude Code. 8-module course c 197 Claude Code 4 454 tok
IAGA-TEAM/IAGA-Sentinel iaga.tech IAGA Sentinel sits next to your AI agents and answers the one question the agent itself ca 197 Codex, OpenCode 1 19,946 tok
Sergei-thinker/vpn-setup Multi-layer VPN (VLESS Reality + Yandex Cloud Relay + WebRTC) for bypassing Russian intern 197 Claude Code 5 2,498 tok
sanity-io/agent-toolkit sanity.io Collection of resources to help AI agents build better with Sanity. 197 Codex, OpenCode 1 2,656 tok
Yourdaylight/stock_datasource Builds a local financial database based on tushare. An AI-native multi-Agent financial ana 197 Codex, OpenCode 1 143 tok
Imbad0202/tw-formal-writing buymeacoffee.com AI Skill for writing official Taiwanese documents: government documents, certified letters 197 Claude Code, Codex, Gemini CLI, OpenCode 3 83,654 tok
Cuongyd196/auto-video-gen facebook.com Biến 1 URL tin tức/GitHub thành video 9:16 chuẩn TikTok/Reels/Shorts trong 5 phút — không 197 Claude Code, Codex 2 —
strands-agents/docs strandsagents.com Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in 197 Claude Code, Codex 4 —
zekiriabd/SDD-Pro Specification driven development 196 Claude Code, Codex, OpenCode 77 122 tok
dahlia/hongdown dahlia.github.io A Markdown formatter that enforces Hong Minhee's Markdown style conventions 196 Claude Code, Codex, OpenCode 3 4,360 tok
ericbuess/claude-code-project-index PROJECT_INDEX system for Claude Code - provides architectural awareness for AI coding 196 Claude Code 1 44 tok
alexeykrol/claude-code-starter Meta-documentation framework for AI-assisted development with Claude Code 196 Claude Code 13 1,731 tok
pasky/pi-side-agents Dynamically spin off side agents in their own tmux windows and git worktrees 196 Codex, OpenCode 1 148 tok
mag123c/toktrack npmjs.com Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code) 196 Claude Code, Codex, OpenCode 11 746 tok
StarRocks/mcp-server-starrocks StarRocks MCP (Model Context Protocol) Server 196 Claude Code 1 907 tok
yuanzui0728/Enclave enclaveai.top Your own AI-powered virtual world. AI companionship. AI socializing. 196 Codex, OpenCode 1 16,442 tok
step-security/dev-machine-guard stepsecurity.io Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages 196 Codex, OpenCode 1 12,942 tok
Yesterday-AI/paperclip-plugin-company-wizard npmjs.com Bootstrap AI agent companies from modular templates. 196 Claude Code, Codex, OpenCode 2 3,783 tok
projectbluefin/dakota projectbluefin.io The buildstream for making Bluefin. 196 Claude Code, Codex, OpenCode 11 1,226 tok
tt-a1i/matt-skills-with-to-goal Planning → verifiable goals → fresh-session implementation for AI coding agents. Based on 196 Claude Code, Codex, OpenCode 2 1,031 tok
greenpolo/cc-multi-cli-plugin Claude Code plugin: use ChatGPT (Codex), Cursor, OpenCode Zen, and Antigravity models insi 196 Claude Code, Codex, OpenCode 2 2,272 tok
serithemage/serverless-openclaw Run OpenClaw AI agent on-demand on AWS serverless infrastructure with Web UI and Telegram 196 Claude Code, Codex, OpenCode 19 3,523 tok
myysophia/codex-config codex best practice 195 Codex, OpenCode 1 2,546 tok
dancinlab/hexa-lang 💎 Native compiler with atlas-bound theorems — 8 strict-lint stages · citation-enforced · 195 Claude Code, Codex, OpenCode 5 3,376 tok
Thavarshan/filterable 🔍 Enhance Laravel queries with adaptable, customisable filters and intelligent caching to 195 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,226 tok
wcygan/dotfiles wcygan.github.io Configuration for Development Environments 195 Claude Code, Codex, OpenCode 24 1,228 tok
atbe/atbe-1000x-developer-next-expo-starter-project 195 Claude Code 1 1,016 tok
sibartlett/Geo nuget.org A geospatial library for .NET 195 Claude Code, Codex, OpenCode 4 3,083 tok
SystemSculpt/obsidian-systemsculpt-ai systemsculpt.com Chat with your Obsidian vault using your own Claude Code or Codex on desktop, or hosted AI 195 Claude Code, Codex, OpenCode 2 973 tok
dvcrn/mcp-server-siri-shortcuts MCP for calling Siri Shorcuts from LLMs 195 Claude Code, GitHub Copilot 2 52 tok
patchorbit/domscribe domscribe.com Domscribe is a pixel-to-code development tool that bridges the gap between running web app 195 Claude Code 2 1,823 tok
tdi/awesome-private-ai Curated list of tools, frameworks, and resources for running, building, and deploying AI p 195 Claude Code 1 493 tok
earlyaidopters/second-brain 195 Claude Code 1 298 tok
thalysjuvenal/advpl-specialist thalysjuvenal.github.io Plugin para Claude Code especializado em ADVPL e TLPP para desenvolvimento TOTVS Protheus 195 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 18 2,386 tok
Ruler4396/dsh-launcher DeepSeek Harness (dsh) lightweight Windows launcher: double-click to run, native and restr 195 Codex, OpenCode 1 2,230 tok
mongodb/agent-skills Use the official MongoDB Skills with your favorite coding agent to build faster. 195 Gemini CLI 1 229 tok
nextlevelbuilder/skillx skillx.sh SkillX.sh — The Only Skill That Your AI Agent Needs. AI agent skills marketplace with sema 195 Claude Code 1 4,929 tok
fkonovalov/rdrr rdrr.app Convert any URL to clean markdown for AI agents. 195 Claude Code, Codex, OpenCode 2 2,323 tok