How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

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 6,970 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
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 1 338 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
JoaoEquer/Oficina Regras, skills e comandos versionados para assistentes de código com IA (Claude Code, Gemi 2 Codex, OpenCode 1 1,142 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
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
gunwoo55/adaptive-token-efficiency Lightweight fast-path instruction package for AI coding agents: reduces unnecessary contex 2 Codex, OpenCode 1 113 tok
hraness/direct Retired 2 Claude Code, Codex, OpenCode 13 3,862 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
arDaraz/playwright-my-chrome Agent Skill for controlling an already-running signed-in Chrome session with Playwright 2 Claude Code, Codex, OpenCode 2 1,832 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
lancegui/causal-powers Economist's discipline for data analysis, causal inference, and econometrics — reduced-for 2 Codex, OpenCode 1 4 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
cubxxw/agent-kit Public, versioned Agent Skills to safely bootstrap and sync Claude Code, Codex, Qwen Code, 2 Claude Code, Codex, OpenCode 4 188 tok
netresearch/typo3-ckeditor5-skill Agent Skill: CKEditor 5 development patterns for TYPO3 | Claude Code compatible 2 Codex, OpenCode 1 651 tok
AIwork4me/open-llm-wiki Claude Code skill bundle for building auditable research wikis from papers with independen 2 Codex, OpenCode 1 748 tok
008993368-yaz/Growth-Scout Open-source agent skill: scout product growth opportunities before you write code 2 Codex, OpenCode 1 260 tok
mishanefedov/skillrot Audit agent skills for CLI drift: find skills that call external tools with flags/subcomma 2 Codex, OpenCode 1 375 tok
pantheon-org/claude-code-personalities Give Claude Code some personalities 2 Claude Code, Codex, OpenCode 2 2,427 tok
0k-lab/knowledge-capture Local raw capture layer for agent sessions, preserving decisions and handoffs as wiki/LLM 2 Codex, OpenCode 1 122 tok
shikanime-labs/skills A curated catalog of self-improved agent skills for Hermes and compatible agents 2 Codex, OpenCode 1 1,621 tok
shenli/devtool-ax-kit A local-first toolkit for testing agent experience in Agent-Native developer tools. 2 Codex, OpenCode 1 241 tok
vintagedon/ethops radioastronomy.io ITIL-driven autonomous DevOps team framework for scientific computing infrastructure 2 Codex, OpenCode 1 576 tok
IronRookieCoder/auto-pilot A Claude Code plugin for long-horizon TDD coding workflows — persists state via a structur 2 Claude Code, Codex, OpenCode 2 210 tok
canoypa/gh-cgu 👀 Change / Current Git User 2 Codex, OpenCode 1 520 tok
aj604/toolshed Workbench: five Claude Code skills to ship improvements, orchestrate GitHub issues, build 2 Claude Code, Codex, OpenCode 2 912 tok
b2bforce/b2bforce b2bforce.ai Skills + workspace for AI agents in B2B service firms 2 Codex, OpenCode 1 7,188 tok
Arnosdeus/agent-toolkit agent-toolkit is a shared, agent-agnostic AI development toolkit for Codex, Cline, and oth 2 Codex, OpenCode 1 543 tok
guofu-shiqu/ux-expert-skills UX Expert Skills — 25 experience management expert Skills, compatible with Claude Code and 2 Claude Code, Codex, OpenCode 2 1,317 tok
getskillseal/skillseal getskillseal.github.io Self-verifying agent skills. Your seal of approval. 🦭 2 Claude Code, Codex, OpenCode 2 751 tok
LFTPadilla/agent-dev-kit agent-dev-kit.devpipe.net Replicable agent development system: curated Claude Code/Codex skills + bootstrap for the 2 Codex, OpenCode 1 1,900 tok
hyemin-ht-kang/click-to-edit-ui Claude Code plugin: Alt-click web UI components in the browser and request edits by number 2 Claude Code, Codex, OpenCode 2 917 tok
AcKeskin/contexture My personal setup for working with AI; what I learned from existing plugins, plus a bunch 2 Claude Code, Codex, GitHub Copilot, OpenCode 20 47,570 tok
iroha924/mumei Your build is green — but did the agent make it green by weakening the tests? mumei re-run 2 Claude Code, Codex, OpenCode 2 7,247 tok
danielkremen818/claude-prompt A Claude Code slash command (/p) that rewrites your request into an optimized prompt, then 2 Claude Code, Codex, OpenCode 2 732 tok
agagniere/speky agagniere.github.io Manage your specifications with git, render them as PDF and HTML 2 Claude Code, Codex, OpenCode 2 1,266 tok
CiselyAI/agency-skills cisely.ai Model your company as a living context graph in Cisely — a Claude Code plugin for guided m 2 Codex, OpenCode 1 1,041 tok
sudoplayer/manbun What happens when a ponytail goes the other way? The manbun takes over. 2 Codex, OpenCode 1 768 tok
docutray/devflow-skill Complete agile development workflow commands for Claude Code. Framework-agnostic slash com 2 Claude Code, Codex, OpenCode 2 4,877 tok
risadams/ink-and-agency A dual-host skills plugin for Claude Code and OpenAI Codex with a self-evolve loop that le 2 Claude Code, Codex, OpenCode 2 6,208 tok