How real projects configure their agents

32,008 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
TheRealClodius/fram-loop Two-agent autonomous dev loop — Builder + Reviewer, phase-gated, freight-train mode 2 Claude Code 1 1,975 tok
thinkjones/awesome-apm-stacks awesome-apm-stacks.foursignals.dev APM (Agent Package Manager) — think NPM for agentic artifacts. A library of ready-to-insta 2 Claude Code, Codex, OpenCode 2 328 tok
FluxonLab/Skillry fluxonlab.com Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,159 tok
Supersynergy/agent-token-saver-skill-router Your agent reads the few skills a task needs, not forty. Picks none, one, or a small bound 2 Claude Code, Codex, OpenCode 2 250 tok
pingidentity/agent-plugins Agent Plugins (Agent Skills and MCP bundles) that allow agents to understand and interact 2 Claude Code, Codex, OpenCode 2 1,101 tok
markskrypka/stem stem.cooking Engineering discipline for coding agents: size the work, keep every change on the record, 2 Claude Code, Codex, Gemini CLI, OpenCode 3 285 tok
dautovri/cloud-cost-agent dautovri.github.io Native-first FinOps agent skill for AWS, GCP & Azure — find cloud savings inside Claude Co 2 Claude Code 1 309 tok
shengyy/agent-skills Reusable AI agent skills for Claude Code / Codex — install with npx skills 2 Claude Code, Codex, OpenCode 2 676 tok
gericke98/skillwright Show your browser a task once. Get a self-healing Agent Skill any agent (Claude, OpenAI, … 2 Claude Code 1 192 tok
TerminatrX/agenticTrader An agent-driven equity trading system for Robinhood, built on the Robinhood MCP server. Cl 2 Claude Code 3 3,908 tok
llodev/skills npmjs.com Collection of Agent Skills for Claude Code, Cursor, Codex, Windsurf, and any agent that sp 2 Claude Code 1 782 tok
trugurpala/pinescriptv6 Source-traceable Pine Script v6 guidance and structured examples for AI coding agents, wit 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 16,421 tok
jpbaking/playwright-fieldkit Playwright FieldKit: gives coding agents hands and eyes on the web — crawl, debug, record, 2 Claude Code, Codex, OpenCode 2 186 tok
nibzard/skills nibzard.com An opinionated collection of Agent Skills I use daily in my work. 2 Claude Code 1 1,100 tok
Digidai/website2markdown-skills md.genedai.me AI Agent Skills for website2markdown — convert any URL to Markdown. Compatible with Claude 2 Claude Code 1 505 tok
Fodhol/skills fodhol.github.io 🚀 Enhance your AI-assisted security workflows with plugins from the Trail of Bits Skills 2 Claude Code 1 1,781 tok
YusenZhang0601/context-canopy Portable, local-first AI agent memory and personal context—switch agents without losing id 2 Claude Code, Codex, OpenCode 2 632 tok
Claritune/mutantx AI powered mutation testing skill. Language and harness agnostic. 2 Claude Code 1 628 tok
Kaos599/Synctax kaos599.github.io Universal sync for the agentic developer stack, configure MCP servers, agents, skills, and 2 Claude Code 1 6,104 tok
Tradebaas/Groundwork tradebaas.github.io The operating system for AI-built software: one rulebook, a skill library, project memory 2 Claude Code, Codex, OpenCode 5 2,437 tok
arslanr-com/amcli amcli.arslanr.com A CLI over ArchiMate models — search, traverse, edit, validate and draw .archimate files. 2 Claude Code, Codex, OpenCode 2 5,513 tok
SebastianElvis/hammer Agent skills for learning — Socratic tutoring with persistent learner state and spaced rev 2 Claude Code 1 2,416 tok
edloidas/skills Agent skills for planning, building, reviewing, auditing, maintaining, and shipping softwa 2 Claude Code, Codex, OpenCode 2 12,918 tok
agentpipe/pipebuilder Reuse Agent Skills across Cursor, Claude Code, Codex, and CodeBuddy. Build task-specific A 2 Claude Code 1
zmij/agent-kb Drop-in Qdrant-backed knowledge base for LLM coding agents, exposed over MCP 2 Claude Code, Codex, OpenCode 2 1,260 tok
drakulavich/iago drakulavich.github.io 🦜 Greptile-style Mermaid diagrams for AI code reviews — drawn by your own agent. A Claude 2 Claude Code, Codex, OpenCode 2 1,855 tok
sonofmagic/skills icebreaker's skills 2 Claude Code, Codex, OpenCode 2 2,221 tok
unshDee/proofrag pypi.org Point your agent at your docs and your RAG app; get a golden test set + an LLM-as-judge & 2 Claude Code, Codex, OpenCode 1 348 tok
devjourney/music-assistant-mcp A Model Context Protocol (MCP) server for Home Assistant's Music Assistant service. 2 Claude Code 1 242 tok
BenedictKing/tavily-web Powerful web search, extraction, crawling, and research capabilities for Claude Code using 2 Claude Code 1
dawiddutoit/custom-claude Collection of Claude Code skills, agents, and plugins 2 Claude Code 1 3,900 tok
byheaven/byheaven-skills A collection of agent skills for code and productive work. 2 Claude Code, Codex, OpenCode 3 1,013 tok
dnvriend/pdf-to-pptx-tool Professional CLI tool that converts PDF documents into PowerPoint presentations 2 Claude Code 1 2,302 tok
Lutra-Fs/sift An MCP and skills manager that reduces cognitive load across multiple AI agents. 2 Claude Code, Codex, OpenCode 2 1,131 tok
wokaka209/markdown_everything AI agent skill 2 Claude Code 1 943 tok
gqy20/crawl-mcp pypi.org An MCP server based on crawl4ai and FastMCP, providing web crawling and AI analysis. 2 Claude Code 1 2,206 tok
Ryan1857/openclaw-deploy-ninja Provide a secure, guided one-click installer for OpenClaw with automated dependency setup 2 Claude Code 1 949 tok
szkocot/andrej-karpathy-skills 2 Claude Code 1 522 tok
mhagrelius/dotfiles Personal configuration files 2 Claude Code 19
armatrix/twitter-mcp Lightweight Twitter MCP server for Claude Code. Read via twitterapi.io, write via Official 2 Claude Code 1 770 tok
nathan-gage/python-skills Agent skills for Python 2 Claude Code, Codex, OpenCode 2 1,411 tok
MajesteitBart/TalentMatcher bartvandermeeren.nl AI-powered system for automatically matching rejected candidates to alternative open posit 2 Claude Code, Codex, OpenCode 61 4,942 tok
shennawardana23/skillme :page_facing_up: Skillme — Agent Skills Production-grade engineering skills for AI coding 2 Claude Code 1 45 tok
bonnguyenitc/specship A staged spec → plan → coding → review workflow for shipping AI-assisted code. Works with 2 Claude Code, GitHub Copilot 3 1,036 tok
is-bo/fullstack-forge-skill A production full-stack engineering skill suite for AI coding agents—covering UI, UX, secu 2 Claude Code, Codex, Gemini CLI, OpenCode 3 446 tok
YosefHayim/planpage npmjs.com TypeScript CLI and Preact render kit for turning agent plans and review gates into local H 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,308 tok
AllanWessels/Bratan Bratan is a self-improving Retrieval-Augmented Generation framework built on an adversaria 2 Claude Code 1 3,230 tok
Zhangs-11/zs-skills Kakarot's Chinese Agent Skills collection: automated three-pass steelman analysis for impo 2 Claude Code, Codex, OpenCode 2 3,966 tok
Sliky1/lagrangian-skills Agent Skill for constrained optimization via ALM/ADMM/KKT — with adversarial guards, COOP 2 Claude Code 1 236 tok
shihyuho/pangu.skill shihyuho.github.io An agent skill that brings paranoid text spacing (盤古之白) for AI coding agents. 2 Claude Code, Codex, OpenCode 2 742 tok