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
leeguooooo/misonote-markdown docs.misonote.com A next-generation AI team collaboration platform. 19 Claude Code, Codex, OpenCode 4 3,570 tok
selimozten/elek elek.sh Review-only AI code review for GitHub pull requests. Cross-check PRs with model-agnostic r 19 Codex, OpenCode 1 708 tok
nickzren/opentargets-mcp MCP server for Open Targets data 19 Claude Code, Codex, OpenCode 2 906 tok
rahmanef63/control-room Mobile-first PWA for driving a single VPS from the browser — up to 16 concurrent terminals 19 Claude Code, Codex, OpenCode 13 1,379 tok
johnjhughes/reclaim-mcp-server A Model Context Protocol (MCP) server implementation using TypeScript 19 Codex, OpenCode 1 423 tok
Dynatrace/Dynatrace-workflow-samples docs.dynatrace.com Samples and templates for Dynatrace workflows 19 Codex, OpenCode 1 8,505 tok
GetCacheOverflow/CacheOverflow 19 Codex, OpenCode 1 2,197 tok
ai-outfitter/outfitter Swap between configurations in Pi — it's like dotfiles for your coding agent. 19 Codex, OpenCode 1 370 tok
batmanvane/checkpointnovel 19 Codex, OpenCode 1 535 tok
wunki/amplify 19 Claude Code, Codex, OpenCode 2 422 tok
develite98/angular-best-practices Performance optimization guidelines and coding standards for Angular applications, designe 19 Codex, OpenCode 1 752 tok
Cumulocity-IoT/cumulocity-dynamic-mapper cumulocity.com The ultimate Mapper for building the bridge between any Message Broker and Cumulocity IoT 19 Claude Code, Codex, OpenCode 3 646 tok
jh941213/codex-lattice Codex Lattice: installable Codex skills, hooks, custom agents, MCP search, and docs-first 19 Codex, OpenCode 1 3,523 tok
nevir/agentfill agentfill.dev A "polyfill" that standardizes and centralizes AGENTS.md configuration and Agent Skills su 19 Claude Code, Codex, OpenCode 6 676 tok
ydeng11/rulesify Skill management tool for AI agents - discover and install pre-built workflows from Anthro 19 Codex, OpenCode 1 4,210 tok
eddmann/my-own-coding-agent Educational Python coding agent with provider-agnostic LLM support, skills system, and ext 19 Claude Code, Codex, OpenCode 2 47 tok
SamMorrowDrums/mcp-python-starter A starter MCP server in Python. 19 Codex, OpenCode 1 1,072 tok
gleanwork/mcp-server-tester Playwright-based testing and eval framework for MCP servers with LLM-as-a-judge 19 Claude Code, Codex, OpenCode 3 8,011 tok
lionelschiepers/StockQuotes.MCP AI MCP Server to fetch real time financial data 19 Codex, OpenCode 1 165 tok
Ebbe-Method/airtable-skills Claude Code plugin for Airtable - comprehensive assistant for schema design, API, scriptin 19 Claude Code, Codex, OpenCode 2 2,550 tok
AgiFlow/openskill A secured environment to run Skills (instroduced by Anthopic). Support Codex, Gemini, Copi 19 Claude Code, Codex, OpenCode 6 330 tok
benbjurstrom/ezrag Turns your Obsidian vault into a Gemini-powered RAG index with semantic search, in-app cha 19 Codex, OpenCode 1 6,960 tok
devdacian/touchstone A lightweight, automated multi-model process for rapid agent-skill improvement with advers 19 Claude Code, Codex, OpenCode 3 510 tok
AtmaticAI/agent-tools agent-tools is an agent-driven data utility platform that provides deterministic tools for 19 Codex, OpenCode 1 2,518 tok
DangQuangSE/team-development-skills 19 Claude Code, Codex, Cursor 76 —
gpauloski/python-template gregpauloski.com Python package template 19 Claude Code, Codex, OpenCode 2 772 tok
paulyuk/snap-squad Warm-start addon for bradygaster/squad — pre-baked agent squads for hire for instant deplo 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,506 tok
SpillwaveSolutions/architect-agent architect-agent 19 Claude Code, Codex, OpenCode 2 2,927 tok
stelee410/agent-mailer amp.linkyun.co AMP (Agent Mailer Protocol) is an async mailbox system for AI agents. Instead of chaining 19 Claude Code, Codex, OpenCode 10 627 tok
rsoesemann/ROBERT.md 19 Codex, OpenCode 1 1,536 tok
paulnsorensen/easy-cheese cheeselord.dev Cheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic 19 Codex, GitHub Copilot, OpenCode 5 5,058 tok
jfrog/agent-belt Reproducible evaluation for AI coding agents. Multi-turn scenarios against Claude Code, Co 19 Codex, OpenCode 1 2,594 tok
kinoward/dayu-harness-skill Turn one-off AI collaboration prompts into long-running repository governance. · “把一次性的 AI 19 Codex, OpenCode 1 4,589 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 19 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
safe-agentic-world/nomos Deny-wins policy hook for Claude Code and Codex. Checks every shell, file, and fetch call 19 Claude Code, Codex, OpenCode 2 2,832 tok
Neeeophytee/ai-cost-cutter-skills flowstacks.xyz 10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Co 19 Claude Code, Codex, OpenCode 2 1,328 tok
dnlbox/ai-protocol Start with a concept, not a stack. A harness-agnostic protocol that scaffolds greenfield p 19 Codex, OpenCode 1 1,370 tok
O0000-code/CC-Workshop A macOS desktop app for managing Claude Code configurations — Skills, MCP Servers, and CLA 19 Claude Code, Codex, OpenCode 5 4,012 tok
botAGI/morpheus-ai WAKE.md for AI agents: compile project state so agents stop starting cold. 19 Codex, OpenCode 1 694 tok
LunkiBR/ship-it A Claude Code skill that catches commonly-forgotten UX/product details before you ship a s 19 Codex, OpenCode 1 1,343 tok
cloud-apim/otoroshi-llm-extension cloud-apim.github.io Connect, setup, secure and seamlessly manage LLM models using an Universal/OpenAI compatib 19 Codex, OpenCode 1 932 tok
ssdeanx/secure-rag-multi-agent deanmachines.com Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI 19 Codex, GitHub Copilot, OpenCode 3 15,972 tok
chwoerz/reporelay chwoerz.github.io A self-hosted code context engine for MCP. 19 Claude Code, Codex, OpenCode 2 2,403 tok
merijjeyn/drawpad Communication interface for AI Coding Agents based on excalidraw to go beyond chats. 19 Claude Code, Codex, OpenCode 2 1,435 tok
Jason-hub-star/unityctl nuget.org Unity control plane for AI agents — 178 CLI commands, 12 MCP tools, headless CI/CD, undo r 19 Claude Code, Codex, OpenCode 3 6,313 tok
bonginkan/fairy_tale fairytale.run Fable/Mythos-informed workflow augmentation for agent skills and plugins 19 Claude Code, Codex, OpenCode 6 366 tok
snyk-labs/toxicskills-goof ToxicSkills - malicious agent skills in openclaw / clawhub / agent supply chain 19 Claude Code, Codex, Gemini CLI 6 —
marcelorodrigo/agent-skills Agents Skills 19 Codex, OpenCode 1 962 tok
diyiwuyan/onebench Open-source, local-first personal workbench for everyday users. 19 Codex, OpenCode 1 723 tok
lydakis/alloy alloy.fyi Python for logic. English for intelligence. 19 Codex, OpenCode 1 2,397 tok