How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
az-scout/az-scout docs.az-scout.com Scout Azure regions for VM availability, zone mappings, pricing, spot scores, and quota — 11 Claude Code, Codex, GitHub Copilot, OpenCode 24 10,129 tok
mrkanitkar/playwright-praman praman.dev AI-First SAP UI5 Test Automation for Playwright 11 Claude Code, Codex, GitHub Copilot, OpenCode 13 9,282 tok
rossumai/rossum-agents stancld.github.io AI-powered Rossum orchestration: Document workflows conversationally, debug pipelines auto 11 Claude Code, Codex, OpenCode 19 3,218 tok
joho/pocketsmith-mcp npmjs.com MCP for managing your budget etc with pocketsmith 11 Claude Code 1 3,269 tok
Ar9av/AgentTower A real-time web UI for monitoring, searching, and controlling Claude Code and Codex CLI se 11 Claude Code, Codex, OpenCode 2 1,628 tok
nornscode/norns Durable execution for AI agents 11 Claude Code, Codex, OpenCode 2 1,434 tok
axiaoke/AiCoder AI-Native Multi-Agent Development Framework 11 Claude Code 1 2,108 tok
Celasha/Toolasha Tools for Milky Way Idle 11 Claude Code, Codex, OpenCode 2 2,420 tok
MichaelLod/byoky byoky.com Open-source AI wallet — your keys never leave your device. 13 providers, 2 lines to integr 11 Claude Code 1 646 tok
aws-samples/sample-pellier-agentic-search-apg Pellier – Agentic AI-Powered Search with Amazon Aurora PostgreSQL & Amazon Bedrock AgentCo 11 Claude Code, Codex, OpenCode 2 666 tok
validmind/atryum All the pretty things flitting around inside a glass house. I hope they don't get out. 11 Claude Code, Codex 2
rcolman6/claude-agent-monitor Real-time monitoring dashboard for Claude Code subagents. Cross-platform: Linux, macOS, Wi 11 Claude Code 1
greyhaven-ai/sygaldry Discover and integrate reusable agents and tools into your Python projects 11 Claude Code, Codex, OpenCode 24 5,947 tok
consolelabs/mochi-api 11 Claude Code 1 671 tok
Habitante/pine-trees A private reflection space for Claude instances. 1,400 lines of Python. A trust contract. 11 Claude Code 1 271 tok
Maidang1/open-claude-cowork Use Agent Client Protocol Rebuild Cowork 11 Claude Code, Codex, OpenCode 2 2,056 tok
pyroalpha/agent-center 11 Claude Code 1 1,740 tok
Vrivaans/invok-oss useinvok.run Service to connect almost any API with your favorite agent. 11 Codex, Cursor, OpenCode 2 884 tok
dkyazzentwatwa/agent-office A full virtual office of role-defined AI agents with a coordination framework, operations 11 Claude Code, Codex, OpenCode 2 1,410 tok
quantum-crowbar/quantum-toolbox 11 Codex, OpenCode 1 693 tok
marcomarchesi/agent-design-patterns-summary 11 Codex, OpenCode 1 220 tok
Eventual-Inc/local-image-search Give your AI coding agent the ability to search through all your local images. Privacy-fir 11 Claude Code 1 921 tok
ctxlint/Ctxlint npmjs.com 11 Codex, OpenCode 1 790 tok
ShangBioLab/SpatialClaw 11 Claude Code, Codex, OpenCode 2 2,731 tok
Agusx1211/adaf 11 Codex, OpenCode 1 3,711 tok
marcinbunsch/overseer Open-source AI Agent Orchestrator 11 Claude Code, Codex, OpenCode 2 2,182 tok
algo-traders-club/baby-smith A Simple Autonomous Perps Trading Agent for Hyperliquid L1 11 Claude Code 1 3,541 tok
aws-samples/sample-auto-map-tagger 11 Claude Code, Kiro 11 6,855 tok
firtoz/cf-multiworker-starter-kit Production-proven Turborepo monorepo starter kit for full-stack Cloudflare Workers apps — 11 Codex, OpenCode 1 1,647 tok
involvex/gemini-cli-skill-creator A comprehensive extension for Gemini CLI that enables project-specific skill development v 11 Gemini CLI 1 1,495 tok
drummel/git-watchtower Terminal-based git branch monitor with auto-pull, live reload dev server, and real-time ac 11 Claude Code 1 573 tok
altudev/hairfluencer Adım adım Vibe Coding ile Adapty x Fal Hackathon için AI mobil projemizi geliştiriyoruz! � 11 Claude Code, Codex, OpenCode 2 2,946 tok
refractionPOINT/viberails AI Firewall 11 Claude Code 1 159 tok
Kehl-io/nestweaver 11 Claude Code 1 11,218 tok
synaptent/aragora aragora.vercel.app Omnivorous Multi Agent Decision Making Engine - Ingest from any source, query from any cha 11 Claude Code, Codex, OpenCode 9 12,678 tok
saas-studio/saaskit saaskit.js.org Low-Code SaaS Framework 11 Codex, OpenCode 1 333 tok
RestDB/codehooks-mcp-server MCP server for codehooks.io 11 Claude Code 1 1,406 tok
paulasilvatech/frontier-cockpit paulasilvatech.github.io GitHub Copilot observability cockpit for local developer telemetry, AI Credits cost awaren 11 Claude Code, Codex, GitHub Copilot 35 4,254 tok
cklxx/elephant.ai cklxx.github.io A leader agent for attention-heavy work. 11 Claude Code, Codex, OpenCode 4 1,255 tok
roedelthixton-beep/PingPong PingPong - AI agent communication framework 11 Claude Code, Codex, OpenCode 3 17,736 tok
nickaggarwal/sandbox-test 11 Claude Code 1 151 tok
ChatTreeNet/VibePulse Light-weighted Kanban for opencode 11 Codex, OpenCode 1 1,294 tok
Roots-and-Fruit/skills Cursor agent skills for Roots & Fruit marketing and product development 11 Codex, OpenCode 1 447 tok
argile-ai/claude-ralph-mode A implementation of the Ralph Wiggum pattern by Geoffrey Huntley 11 Claude Code 3 428 tok
sudoplayer/Claude-like-ask-user-question Interactive agent-side questions in OpenWebUI — LangGraph interrupt + injected JS widgets. 11 Claude Code 1 884 tok
CodeBoarding/CodeBoarding-action 11 Codex, OpenCode 1 1,188 tok
Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class 11 Claude Code, GitHub Copilot 8 680 tok
potapenko/spec-first-bootstrap 11 Codex, OpenCode 1 1,677 tok
Bin-hy/EasyCoding Code agent, an attempt to create a usable coding agent supporting ReAct, Plan, and more 11 Claude Code, Codex 3 250 tok
DevSwat-ResonantGenesis/RG_IDE dev-swat.com Resonant IDE — AI-native code editor built on VS Code OSS. Agentic loop, 59 local tools, 1 11 Claude Code, Codex, GitHub Copilot, OpenCode 32 11,482 tok