How real projects configure their agents

43,713 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,743Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,312Research2,290Frontend2,262Security2,025Productivity1,719

All Claude Code31,997 Codex23,311 OpenCode22,257 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
yu-iskw/skill-inspector npmjs.com A sophisticated tool designed to bring quality and security to the world of AI Agent Skill 2 Claude Code, Codex, OpenCode 2 617 tok
wuhonglei/skills 2 Codex, OpenCode 1 618 tok
Rayan55050/progressive-agent Provide a customizable AI assistant on Telegram with multiple tools, skills, and monitors 2 Claude Code, Codex, OpenCode 2 1,573 tok
vima-tech/Innate Self-growing procedural knowledge layer for AI agents. Rust MCP server + CLI — recall rele 2 Claude Code, Codex, OpenCode 4 4,725 tok
erhwenkuo/yf-cli A CLI for Yahoo! Finance data, powered by yfinance. 2 Claude Code 1 1,238 tok
nimajafari/lighthouse-skill Agent Skill for running Google Lighthouse — measure & verify web quality (performance, a11 2 Codex, OpenCode 1 462 tok
LomoMao/delegate-to-deepseek-harness Codex Agent Skill: delegate bounded coding work to DeepSeek Harness, then independently re 2 Codex, OpenCode 1 144 tok
radiustechsystems/skills network.radiustech.xyz End-to-end Radius Network development playbook using open agent skills format 2 Cursor 1 682 tok
liusencomic-cyber/douyin-agent-kit Agent-agnostic Douyin content extraction & creator distillation skill kit — GPU transcript 2 Codex, GitHub Copilot, OpenCode 2 2,141 tok
Yesterday-AI/skills Yesterday's PUBLIC plugin catalog for Claude Code and Cursor 2 Codex, OpenCode 1 1,012 tok
theonlym7md/arabic-ai-skills skills.sh Arabic UX writing, RTL design, and product-localization skills for Codex, Claude Code, Cur 2 Codex, OpenCode 1 311 tok
ngreenwall/claude-skills Public, machine-agnostic Claude Code skills: project-init, handoff, drift-check & more 2 Claude Code 1 1,643 tok
kesaruhasun/awesome-antigravity-skills-mcp-guide Curated directory of Google Antigravity Agent Skills, Model Context Protocol (MCP) servers 2 Codex, OpenCode 1 465 tok
SathiaAI/adversarial-review Multi-model adversarial code review with a deterministic, machine-computed release verdict 2 Codex, OpenCode 1 634 tok
citizenweb3/upwork-agent Autonomous Upwork job search agent 2 Claude Code 1 2,731 tok
JoaoEquer/Oficina linkedin.com A lean agent harness for AI-assisted development — NestJS + TypeScript + Prisma + PostgreS 2 Codex, OpenCode 1 636 tok
mtthsnc/tempest Tempest — a cross-harness software factory: opinionated build & QA workflows as portable A 2 Claude Code, Codex, OpenCode 2 1,012 tok
programmingWTF/repo-standardizer clawhub.ai Agent skill: polish any GitHub repo's surface — labels, issue forms, PR template, CI, bran 2 Claude Code, Codex, OpenCode 2 751 tok
step-into-ai/kie-media kie.ai Portable KIE.ai media agent — live model discovery, safe image/video generation, campaigns 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 933 tok
RightBlogger/bloggingskills bloggingskills.com Agent skills that write blog content that ranks and doesn't read like AI. 2 Codex, OpenCode 1 980 tok
Hebbian-Robotics/nbx A NetBox CLI for humans and AI agents. Single static binary, schema-driven typed flags, ve 2 Claude Code, Codex, OpenCode 2 18 tok
Mark393295827/graph-engineering-architectures Bounded static DAG contracts, validators, experiments, and adjacent agent architecture bou 2 Codex, OpenCode 1 459 tok
mianbaofang/exam-revision-handbook mianbaofang.github.io Open-source AI Agent Skill for source-backed GCSE, IGCSE, A-Level and College Board AP rev 2 Codex, OpenCode 1 696 tok
phenomenoner/ai-agent-thinkroom An on-demand, local-first AI think tank that opens independent lines of inquiry, tests the 2 Codex, OpenCode 1 362 tok
thangnguyenworkspace/company-research-pipeline Repeatable company-research pipeline for Claude Code: seven cited, confidence-tagged dossi 2 Claude Code, Codex, OpenCode 2 1,082 tok
stephendolan/dotfiles Dotfiles using DotBot 2 Claude Code 1 1,161 tok
abrahamFerga/scrum-skills A vendor-agnostic library of AI agent skills built around the Scrum framework. Works with 2 GitHub Copilot 1 415 tok
mrkhachaturov/ya-metrics-mcp Model Context Protocol (MCP) server for Yandex Metrika analytics. Exposes 31 analytics too 2 Claude Code 1 1,125 tok
zhulaoqi/fristagent Intelligent PR/MR code review platform — ensuring every merge is reviewed by AI 2 Claude Code 1 860 tok
cmj-hub/claude-evp jaymountconsulting.com An Early Value Proposition is a ≤22-word line matched to a Schwartz awareness tier. Same p 2 Codex, OpenCode 1 312 tok
kimgoetzke/coding-agent-configs My personal skills, agents, and other configuration files for agentic coding. 2 Claude Code 1
duganth/py-ynab-mcp Python MCP server for YNAB (You Need A Budget) 2 Claude Code 1 172 tok
gunwoo55/adaptive-token-efficiency Lightweight fast-path instruction package for AI coding agents: reduces unnecessary contex 2 Codex, OpenCode 1 113 tok
hraness/direct hraness.com A TypeScript harness for deterministic frontend testing and development with repeatable sc 2 Claude Code, Codex, OpenCode 13 2,878 tok
vahidkaargar/it-department-skills Global agent rules, portable skills, and token-efficient search-first skill discovery for 2 Claude Code 1 1,321 tok
shihabshahrier/manim-coding-skill AI STEM animation skill — ManimGL for coding agents 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,024 tok
mertcanciy/news-reviewer Turn a news item into a research briefing instead of a summary: verified facts, historical 2 Codex, Gemini CLI, OpenCode 2 1,492 tok
big-emotion/agent-atelier Agent Atelier — Big Emotion's workshop of Claude Code plugins: prompt utils, the project-s 2 Claude Code 1 1,613 tok
Stephen-studying/tech-route-maker Evidence-grounded editable technical route diagrams for research and engineering projects. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,476 tok
arDaraz/playwright-my-chrome Agent Skill for controlling an already-running signed-in Chrome session with Playwright 2 Claude Code, Codex, OpenCode 2 1,251 tok
ashujha301/jobgru AI job search pipeline for Cursor, Claude & Codex - find jobs, track in Google Sheets, Lin 2 Codex, OpenCode 1 657 tok
adadiamonds/agent-tools adadiamonds.com Official Ada Diamonds agent tools: Agent Plugins manifest, skills for skills.sh, and MCP s 2 Codex, Cursor, OpenCode 2 1,472 tok
alexvtejeda/elenchus A Claude Code skill set that makes Claude argue with itself before it agrees with you 2 Claude Code 1 2,981 tok
PBNZ/watch-local Claude Code plugin that gives Claude a video input — fully local. /watch downloads, extrac 2 Codex, OpenCode 1 308 tok
lancegui/causal-powers Economist's discipline for data analysis, causal inference, and econometrics — reduced-for 2 Codex, OpenCode 1 4 tok
warpdotdev/recruiting-sourcing-agent-oss Molly — a prompt-driven AI recruiting sourcing agent. Finds candidates via Exa, calibrates 2 Codex, OpenCode 1 1,218 tok
mirekondro/The-Pre-Flight-Check mirekondro.github.io ✈️ Stop your AI coding agent from declaring 'done' on broken code. Fail-fast quality gate: 2 Claude Code, Codex, Gemini CLI, OpenCode 3 3,486 tok
kok-o/koko-contextos-agents Convenient, ready-to-use engineering skills and best practices for your AI assistant. 2 Gemini CLI 1 454 tok
Cratis/AI Free, MIT-licensed AI skills, rules, and agent guidance for building event-sourced and CQR 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 26 tok
reyhan8543/agent-md Install portable agent rules, hooks, and task state for coding agents to stop guessing and 2 Claude Code 1 2,048 tok