How real projects configure their agents

43,695 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
taehojo/alphagenome-mcp MCP server for AI-powered genomic variant analysis 2 Claude Code 1 952 tok
tmusser/context-to-action-skills Claude skills for turning messy business context into clear asks, decisions, owners, updat 2 Codex, OpenCode 1 259 tok
MarcusJellinghaus/mcp-tools-sql An MCP server for safe, configurable SQL database access. Exposes schema introspection, us 2 Claude Code 24
Malo-T/claude-toolbelt A belt of unrelated Claude Code plugins: guided branch review, context hygiene, and sessio 2 Claude Code 1 975 tok
mcqua007/agents-skeleton A language-agnostic starter repo for AI-powered development. Single-source-of-truth AGENTS 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 908 tok
arch3rPro/ark-space ArkSpace is a creative workspace for orchestrating agent skills, roles, and workflows acro 2 Claude Code, Codex, OpenCode 2 969 tok
promobase/facebook-business-mcp MCP server implementation of Facebook Business API 2 Claude Code, Codex, Gemini CLI, OpenCode 3 284 tok
bruhsb/paperclip-mcp 2 Claude Code, Codex, OpenCode 2 5,821 tok
lemur47/si-protocols ohoran.org PSYINT — The tooling project for psychic and spiritual counterintelligence. Open-source to 2 Claude Code 1 82 tok
Avinava/document-design-system avinava.github.io A design system for documents — analytical reports, diagrams, charts, decks, and long-form 2 Codex, OpenCode 1 347 tok
hssh8917/cc-skills Build reusable AI agent skills for marketing and engineering tasks with on-demand, domain- 2 Claude Code 1 8,575 tok
alegerber/stockfish-lc0-mcp A TypeScript-based MCP server that exposes Stockfish and Lc0 chess engine capabilities to 2 Codex, OpenCode 1 3,296 tok
tonykipkemboi/skill-foundry A governed pipeline for shipping Claude skills to your whole org. An AI agent runs the ent 2 Claude Code 1 867 tok
albedoweb/agmem Persistent project context for Claude Code / Codex / Cursor — searchable, local, no API ca 2 Claude Code 1 579 tok
devops-autotools/devops-project-mcp-gateway A TypeScript gateway that aggregates multiple MCP (Model Context Protocol) servers into a 2 Claude Code 2 1,389 tok
SteinsFu/my-adhd-caveman A skill for your coding agent. Stops it from burying the answer in preamble. Numbered step 2 Codex, Gemini CLI, OpenCode 2 631 tok
dtunai/agent-skills-for-compute Agent-optimized skills for the full LLM lifecycle — pre-training, post-training (RL/DPO/RL 2 Claude Code, Codex, OpenCode 2 698 tok
1508550385junnan-bot/Magic-Agent-Global-Rules 📋 Global agent collaboration rules — 16 sections of behavioral constraints that turn AI f 2 Claude Code, Codex, OpenCode 2 5,042 tok
elixpo/claudeOps.elixpo npmjs.com Make Claude Code actually work like a senior engineer multi agents, token compression, sa 2 Claude Code, Codex, OpenCode 6 686 tok
AlessandroCaula/dot-claude A reusable scaffold that gives you and Claude Code a persistent memory across sessions. 2 Claude Code 1 1,440 tok
buithang3058/Agentic-SEO LLM-first SEO analysis skill with GEO benchmark for AI citation rate measurement 2 Claude Code 4 855 tok
vosslab/vosslab-skills Reusable workflow skills for refactoring plans, code review, repository maintenance, and e 2 Claude Code, Codex, OpenCode 2 395 tok
nicodiansk/turbocharge Opinionated engineering pipeline for Claude Code with 10 skills, 5 agents, 2 hooks. Replac 2 Claude Code 1 1,291 tok
Cerlancism/wenyan.skill Teach AI agents to read, write, debug, and migrate wenyan-lang (文言) code. An AI agent's cr 2 Claude Code, Codex, OpenCode 4 1,639 tok
acambitsis/mcp-investec-sapb-simple 2 Cursor 1 69 tok
beiyuii/cc-zhipu-hud Enhanced statusline for Claude Code with Zhipu AI/GLM balance tracking 2 Claude Code, Codex, OpenCode 2 1,616 tok
justinmclean/IncubatorMCP Apache Incubator IPMC oversight via MCP: health signals, release compliance, report analys 2 Codex, OpenCode 1 875 tok
cmj-hub/claude-founder-brand jaymountconsulting.com Founder-brand compounding is a four-pillar rotation — Pillar, Proof, Process, Person — wri 2 Codex, OpenCode 1 378 tok
payfacto/tokentally A desktop app for tracking Claude Code token usage, costs, and session history. Live dashb 2 Claude Code 1 2,884 tok
pedropaulovc/claude-code-types npmjs.com TypeScript type definitions for Claude Code chat history JSONL files. 2 Claude Code, Codex, OpenCode 2 1,228 tok
sepehrn0107/claude-code-toolkit Give Claude Code a permanent memory and consistent rules. Loads automatically. Works acros 2 Claude Code 1 2,455 tok
ronanathebanana/claude-linear-gh-starter Setup wizard for Linear + GitHub + Claude Code workflow integration. Installs AI-powered d 2 Claude Code 3
ssube/conclave Self-hosted AI workspace in a single container — Matrix chat, kanban board, coding agents, 2 Claude Code 1 522 tok
Whitening-Sinabro/clouvel No coding without a PRD. An MCP server that enforces the vibe-coding process, with fixed g 2 Claude Code 4 3,103 tok
amanasmuei/mcp-luno mcp server for luno 2 GitHub Copilot 1 276 tok
yangkaiHandsome/claude-skill-delegate A Claude Code skill that delegates work to local codex (OpenAI) / agy (Google Gemini) CLI 2 Claude Code 1
reddy-sh/mcp-hub reddy.sh MCP Hub is a comprehensive framework for building, managing, and deploying Model Context P 2 GitHub Copilot 1
bhumitschaudhry/Slopnought A multi-agent maintainability skill that ensures AI-generated code stands strong for centu 2 Claude Code, Codex, Gemini CLI, OpenCode 3 679 tok
pxson2903/noru Get the most out of your Claude Max subscription — autonomous orchestrator that runs Claud 2 Claude Code 1 262 tok
fagemx/prismstack Turn your domain expertise into a runnable AI skill system — 10 principles, 6 pipeline pat 2 Claude Code 6 303 tok
aaryansinha16/Maestro Conductor for your codebases. Autonomous project management for solo developers — schedule 2 Claude Code, Codex, OpenCode 2 4,669 tok
fredzannarbor/wargame-cartographer Generate historically accurate, playable wargame-style hex maps for any geographic area. C 2 Claude Code 1 1,570 tok
AlphaLuppi/FAKT Application desktop open-source pour gérer devis & factures de freelance français, avec si 2 Claude Code, Codex, OpenCode 3 2,428 tok
krzysztofdudek/RatatoskrSkill A communication layer between you and your codebase: it keeps your AI coding agent talking 2 Claude Code 1 1,352 tok
daedahl/claude-code-principles Working principles for configuring Claude Code, from hands-on practice 2 Claude Code 3 102 tok
vortezwohl/FileGlide Agent-oriented filesystem CLI for precise, Chinese-friendly file and path operations with 2 Codex 4
agenttic-ai-dev/skill2mcp An innovative approach to decouple MCP tool definitions and encourage federated tool manag 2 Codex, OpenCode 1 2,099 tok
Genefold/arrowspace-skills A set of skills to use `arrowspace` and `pyarrowspace` 2 Codex, OpenCode 1 498 tok
sumleo/AgentSkillsScanner 2 Claude Code 1 1,773 tok
theboringhumane/theboringoffice office.theboring.name The terminal office — an Ink TUI where a real agent manager (oikonomos) runs sub-agent emp 2 Claude Code 1 41 tok