How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
yutongcai0628/career-planning-skill Let's jointly explore your career path! A continuous career-planning Skill for multi-Agent 33 Claude Code, Codex 1
qualixar/skillfortify pypi.org First formal security scanner for AI agent skills & plugins. Static analysis, supply chain 33 Codex, OpenCode 1 656 tok
hyperb1iss/hyperskills hyperbliss.tech My collection of agent skills for a variety of tasks 33 Claude Code, Codex, OpenCode 2 2,484 tok
BatterWorks/Hatchdoor hatchdoor.battercloud.cc Self-hosted, agent-native web app and MCP server for your Obsidian-style Markdown vault. B 33 Codex, OpenCode 1 1,907 tok
2233admin/obsidian-llm-wiki Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, 33 Claude Code, Codex, OpenCode 8 1,627 tok
chisomobanzi/Serpentine3D chisomobanzi.github.io Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE ke 33 Claude Code, Codex, OpenCode 6 664 tok
nekuda-ai/webmcp-kit docs.nekuda.ai Make your website agent-ready: a coding-agent plugin for Claude Code and Codex that adds W 33 Claude Code, Codex, OpenCode 1 571 tok
ReviewStage/luke tryluke.dev An open-source coding agent manager 33 Claude Code, Codex, OpenCode 4 5,632 tok
Walker152/navi_minco_bit 2026 latest developed navigation stack based on minco and super 33 Codex, OpenCode 1 5,879 tok
humaidhahm/opencode-pentester Full-spectrum security assessment tool for opencode — defensive code audit (17 vulnerabili 33 Claude Code, Codex, OpenCode 3 2,263 tok
modxcms-jp/evolution-jp modx.jp 33 Claude Code, Codex, GitHub Copilot, OpenCode 13 4,136 tok
kupzed/catatz catatz.vercel.app A personal finance management app powered by Next.js and Supabase. Key features include tr 33 Claude Code, Codex, Gemini CLI, OpenCode 26 2,822 tok
buttondown/docs docs.buttondown.com Buttondown's public documentation 33 Claude Code, Codex, OpenCode 2 91 tok
inflexa-ai/inflexa inflexa.ai Local-first CLI for reproducible biological analysis, with provenance tracked on every ste 33 Claude Code, Codex, OpenCode 28 3,843 tok
eddyzzl/imagegen-pptx-pipeline Agent skill for ImageGen-driven editable PowerPoint deck generation and strict slide-image 32 Claude Code, Codex, OpenCode 2 378 tok
jmxt3/gitscape.ai gitscape.ai Scan any agent skill — authored or compiled — for prompt injection, secrets, and malicious 32 Claude Code, Codex 56
evan966890/openclaw-bestroll-skills Executive Feishu OpenClaw 4-agent suite with questionnaire, provisioning and onboarding 32 Codex, OpenCode 1 383 tok
Fannon/u-he-preset-randomizer Generate u-he synth presets through randomization and merging of your existing presets. 32 Codex, OpenCode 1 1,656 tok
verygoodplugins/mcp-evernote MCP server for Evernote integration with note management and synchronization 32 Claude Code, Codex, OpenCode 2 5,054 tok
amurshak/congressMCP congressmcp.lawgiver.ai An MCP server allowing AI agents and MCP clients to interface with the Congress.gov API 32 Codex, OpenCode 1 371 tok
thought2code/mcp-annotated-java-sdk thought2code.github.io Build lightweight MCP servers in plain Java with annotations, generated schemas, and no Sp 32 Codex, OpenCode 1 141 tok
aywengo/kafka-schema-reg-mcp A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. 32 Claude Code, Codex, Cursor, OpenCode 3 2,940 tok
fastly/fastly-agent-toolkit Fastly skills for AI Agents. 32 Claude Code, Codex, OpenCode 2 44 tok
dososo/agent-loop-skill A skill for long-running AI agent loops with contracts, traces, restarts, scoring, and cle 32 Claude Code, Codex, OpenCode 2 1,588 tok
dodobrands/Peekie swiftpackageindex.com An xcresult parser CLI for CI and AI coding agents. 32 Claude Code, Codex, OpenCode 2 1,461 tok
myths-labs/muse 🌀 MUSE — Memory-Unified Skills & Execution. A pure-Markdown OS for AI pair programming wi 32 Claude Code, Codex, OpenCode 15 2,390 tok
vakovalskii/phantom-agent Autonomous AI agent for BitGN PAC1 Challenge — ~86% score with 12 hot-reloadable skills, l 32 Claude Code, Codex, OpenCode 2 2,613 tok
mverab/metaclaw clawbiz.io Founder-first meta-layer to generate production-ready OpenClaw multi-agent setups from one 32 Claude Code, Codex 1
micheltlutz/dev-challenge micheltlutz.me Repository with technical challenges for front-end, back-end and mobile 32 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,095 tok
floomhq/moto Floom's terminal IDE for AI agents: Claude control plane, Codex workers, Docker runtime, h 32 Codex, OpenCode 1 868 tok
netclaw-dev/skill-server A self-hosted skill server that provides versioned skill feeds for use by agents. 32 Claude Code, Codex, OpenCode 2 877 tok
anatomia-dev/anatomia anatomia.dev Spec-driven agent harness for Claude Code and Codex — five-agent pipeline (scope, plan, bu 32 Claude Code, Codex, OpenCode 10 129 tok
asynkron/asynkron-skills ASYNKRON developer tools skills — profiler, test runner, code duplication detector, and li 32 Codex, GitHub Copilot, OpenCode 2 1,111 tok
KreerC/ACCESSIBILITY.md SKILL.md for web accessibility by real accessibility experts. Make sure your AI agents dev 32 Codex, OpenCode 1 75 tok
SUSE/suse-ai-up A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, p 32 Codex, OpenCode 1 1,026 tok
Uncle-Gao/Live-Translator-Hub One-click localization for Cursor and Claude, covering all pages, with an AI translation e 32 Claude Code, Codex, Gemini CLI, OpenCode 4 2,870 tok
tbdavid2019/openclaw-docs-skill Automatically updated daily, giving your LLM the ability to handle OpenClaw issues. This i 32 Claude Code, Codex, GitHub Copilot 8
joshuadanpeterson/enhanced-dash-mcp 🚀 Intelligent MCP server bridging Claude AI with Dash (macOS documentation browser). Tran 32 Codex, OpenCode 1 337 tok
Maneek21/Deft deft.ing Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, appr 32 Claude Code, Codex, OpenCode 2 14,557 tok
frmoretto/hardstop Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated 32 Claude Code, Codex, OpenCode 2 2,887 tok
Manikantareddy941-hash/-caveman 32 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
sivaprasadreddy/sdd-skills Agent Skills for Spec Driven Development 32 Claude Code, Codex, OpenCode 2 885 tok
dengmengmian/muxlayer dengmengmian.github.io The local model control layer for coding agents. Route, convert, fail over, and trace mode 32 Codex, OpenCode 1 817 tok
prakrititz/relayBrain relay-brain.vercel.app Coordination and context layer for AI coding agents. Shared file locks, live patch sync, a 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,392 tok
nirholas/github-to-mcp nirholas.github.io Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, Grap 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 872 tok
SergKam/FlyCrys Native Linux GUI for Claude Code agents. Rust + GTK4. Fast, light, no Electron. 32 Codex, OpenCode 1 3,102 tok
ivan-magda/swift-security-skill AI agent skill for secure credential storage & cryptography on Apple platforms - Keychain 32 Claude Code, Codex, OpenCode 2 847 tok
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 32 Claude Code, Codex, OpenCode 2 2,073 tok
markmhendrickson/neotoma neotoma.io Shared, governed system of record for human-agent systems 32 Claude Code, Codex, OpenCode 3 1,933 tok
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 32 Claude Code, Codex, Gemini CLI, OpenCode 3 2,114 tok