How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ajhcs/healthcare-agents Portable prompt and SKILL.md pack with 51 specialist AI agents for US healthcare administr 54 Claude Code, Codex, OpenCode 1 695 tok
drhalto/agentmako agentmako.drhalto.com Local-first MCP server that gives coding agents structured context packets, code/schema fa 54 Codex, OpenCode 1 2,480 tok
hamed-farag/claudeck claudeck.app A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, 54 Claude Code, Codex 3 —
yi-john-huang/sdd-mcp 54 Codex, OpenCode 1 521 tok
qnguyen3/qqcode A lightweight CLI coding agent focused on speed, determinism, and developer control 54 Claude Code, Codex, OpenCode 2 2,476 tok
andreaswasita/copilot-agents-dojo A behavioral governance framework for GitHub Copilot agents — skills.md and instructions t 54 Codex, GitHub Copilot, OpenCode 41 5,305 tok
vieiraae/obsidian-sidekick Meet your AI sidekick — a second brain that brings agents, tools, skills, autocompletion, 54 Claude Code, Codex, OpenCode 2 2,290 tok
zaidmukaddam/miniscira miniscira.com An AI research assistant that shows its working. Self-hosted, on your own AI Gateway key. 54 Codex, OpenCode 1 1,141 tok
Automattic/wordpress-atmosphere wordpress.org ATmosphere connects your WordPress site to the AT Protocol network. When you publish a pos 54 Claude Code, Codex, OpenCode 11 3,188 tok
acnlabs/MetaSpec mataspec.figma.site Meta-specification framework for AI Agents to generate Spec-driven X toolkits automatical 54 Codex, OpenCode 1 12,090 tok
marconae/speq-skill A light-weight and straightforward workflow for spec-driven development with Claude Code a 54 Claude Code, Codex, OpenCode 2 451 tok
worldnine/scrapbox-cosense-mcp npmjs.com MCP server for Cosense (Scrapbox) — read, search, create, and edit wiki pages from Claude 54 Claude Code 1 3,407 tok
aakashg/pm-planning-system A structured planning system for PM teams shipping in the AI era. Specs live next to code, 54 Claude Code 1 1,870 tok
rakovi4/continue-framework 54 Claude Code, Codex, OpenCode 62 872 tok
bashiraziz/llm-wiki-template A reusable template for building personal LLM-maintained knowledge bases. Implements Karpa 54 Claude Code 1 —
Whamp/pi-token-burden 54 Codex, OpenCode 1 447 tok
mulhamna/jira-commands jirac.keton.id Jira toolkit for terminals, coding assistants, and bots. 54 Claude Code, Codex, Gemini CLI, OpenCode 3 2,513 tok
takechanman1228/claude-ecom Claude Code skill that turns order or sales CSV data into business reviews, with KPI decom 54 Claude Code 1 684 tok
purplefish-ai/factory-factory factoryfactory.ai Workspace-based coding environment for running multiple Claude Code and Codex sessions in 54 Claude Code, Codex, OpenCode 2 749 tok
jl-codes/platformio-mcp 54 Claude Code, Codex 12 —
GravityKit/block-mcp WordPress block-level CRUD MCP server — path-based mutations, safety guards, preference sc 54 Claude Code, Codex, OpenCode 2 8,414 tok
Salesably/salesably-marketplace salesably.ai Claude Code plugins for sales and marketing teams. Built by Salesably.ai. 54 Claude Code 1 944 tok
jpawlowski/hacs.integration_blueprint AI-enabled Modern Home Assistant Custom Integration Blueprint 54 Claude Code, Codex, OpenCode 28 8,293 tok
congmnguyen/claude-code-wsl2-setup congmnguyen.github.io Guides and scripts for Claude Code on WSL2: screenshot paste, Windows notifications, LSP, 54 Claude Code, Codex, OpenCode 1 987 tok
Coooolfan/onlyboxes onlybox.es Code Execution Sandbox Platform Solution for Individuals and Small Teams with MCP 54 Claude Code, Codex, OpenCode 3 799 tok
kain26/trading-second-brain 54 Claude Code 1 635 tok
auratech-lab/r3arxiv-react3-archive 54 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,293 tok
manikosto/claude-code-python-stack Complete Python toolkit for Claude Code — 20 skills, 11 agents, 11 commands for FastAPI, D 54 Claude Code 1 1,847 tok
cubetribe/ClaudeCode_GodMode-On Self-orchestrating multi-agent system for Claude Code — you say WHAT, the AI decides HOW. 54 Claude Code 1 3,505 tok
massimodeluisa/recursive-decomposition-skill arxiv.org Claude Code skill for handling long-context tasks through recursive decomposition 54 Claude Code, Codex, OpenCode 2 326 tok
topheman/effect-viz effect-viz.vercel.app Effect runtime visualizer 🌀 54 Claude Code, Codex, OpenCode 2 1,047 tok
gl0bal01/malware-analysis-claude-skills gl0bal01.com Complete Claude skills toolkit for professional malware analysis. 5 specialized skills cov 54 Claude Code 1 1,697 tok
nicholasbester/clickup-cli CLI for the ClickUp API, optimized for AI agents 54 Claude Code 2 4,212 tok
meishanlaoyao/elysia-admin elysia-admin.top A modern full-stack admin management system based on Elysia.js and Art Design Pro. 54 Claude Code, Codex, Cursor, Kiro, OpenCode 9 6,982 tok
debs-obrien/learn-agent-skills learn how to use and write agent skills 54 Claude Code, Codex 3 635 tok
ooples/mcp-console-automation MCP server for AI-driven console application automation and monitoring 54 Claude Code 1 397 tok
gornskew/cyborg-whisperer Cyborg Whisperer (formerly lisply-mcp): the gaming-language upstream. Looking for the plai 54 Claude Code 1 857 tok
grab/TalkToFigmaDesktop A powerful desktop application bridging Figma and AI tools via Model Context Protocol Seam 54 Claude Code, Codex, OpenCode 2 5,759 tok
0xmariowu/Autosearch autosearch.dev Open-source deep research for AI agents: 40 channels, 10+ Chinese sources. 54 Claude Code, GitHub Copilot 2 3,671 tok
V-Songbird/hush Quieter sessions for Claude Code: less narration, shorter tool output and concise answers 54 Claude Code, Codex, OpenCode 2 850 tok
undergroundrap/UEFN-TOOLBELT fortnite.com UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard 54 Claude Code, Codex, OpenCode 11 10,714 tok
whit3rabbit/camoufox-mcp 54 Claude Code, Codex, OpenCode 2 4,915 tok
srmorete/mobile-device-mcp npmjs.com An MCP server to use with iOS and Android. Seamlessly maps Native screens and WebViews. Mu 54 Claude Code 1 —
LyoSU/capka capka.app Capka AI — An open-source, self-hosted sandbox for AI agents. A community-driven alternati 54 Claude Code, Codex, OpenCode 2 7,713 tok
sinanata/unity-mesh-fracture sinanata.github.io Drop-in Voronoi mesh fracturing for Unity URP. Pure-C# fragmentation, watertight fragments 54 Codex, GitHub Copilot, OpenCode 2 2,993 tok
davidbudnick/redis-tui Lightweight Redis TUI Manager 54 Claude Code 1 1,773 tok
tikoci/rosetta tikoci.github.io MCP Server with RouterOS docs + commands + products + changelogs, using SQLite-as-RAG, sou 54 Claude Code, Codex, GitHub Copilot, OpenCode 42 12,228 tok
shuymn/gh-mcp A GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh a 54 Claude Code 1 1,163 tok
AlleyBo55/doraemon Doraemon live in desktop 54 Kiro 16 12,261 tok
benchjack/benchjack AI agent benchmark hackability scanner — find evaluation vulnerabilities before they under 54 Claude Code 2 614 tok