How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
thecoderbuddy/agile-team-skill An AI-powered agile team for any software project. Ship with the discipline of a senior te 9 Claude Code 49 —
AlexandrosGounis/rubber-duckie Your personal AI assistant: uses your mouse and keyboard to complete tasks for you 🐤 9 Claude Code 1 1,136 tok
duthaho/skillhub Give Claude Code a memory and make it cite its sources — keyless skills for research, dail 9 Claude Code, Codex, OpenCode 1 1,118 tok
geekjourneyx/agent-fs A CLI tool for AI Agents to handle file operations and cloud storage with JSON output. 9 Claude Code 1 3,565 tok
Pyroxin/opinionated-claude-skills A set of agent skills aimed primarily at Claude Code. 9 Claude Code 3 732 tok
SFHAJJI/lex law.soufien.lu Point-in-time Luxembourg and reviewed EU law: exact article history, deterministic keyword 9 Claude Code, Codex, OpenCode 2 741 tok
phonowell/invoke-opencode-acp Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protoco 9 Claude Code, Codex, OpenCode 2 731 tok
TonyCasey/lisa Persistent memory for Claude Code - powered by Graphiti knowledge graphs 9 Claude Code, Codex, OpenCode 2 8,919 tok
SanderMoon/local-brain A CLI tool for managing projects 9 Claude Code 1 1,901 tok
CtriXin/agent-2-agent Cross-model adversarial Code Review Claude Code skill. Claude-written code is reviewed by 9 Claude Code 1 659 tok
ayhammouda/mentor Claude skill for official-first, dependency-ordered learning paths for technical topics. 9 Claude Code, Codex, OpenCode 2 1,529 tok
powabase-ai/agent-skills docs.powabase.ai Agent Skills that help AI coding assistants build on Powabase — the AI Backend-as-a-Servic 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,170 tok
Rektoooooo/CC-Settings A macOS settings manager app for Claude Code - built with SwiftUI 9 Claude Code 1 3,868 tok
pluto2060/CTX Trigger-Driven Dynamic Context Loading for Code-Aware LLM Agents 9 Claude Code 1 3,854 tok
toolprint/vibe-workspace toolprint.ai Manage a vibe workspace with many repos 9 Claude Code 1 1,570 tok
hiendinhngoc/unknowns Agent skills (SKILL.md) for discovering your unknowns across the dev lifecycle — from Thar 9 Claude Code 1 667 tok
StringKe/ai-agents Claude Code global configuration collection: Memory, Rules, Skills, and MCP. Supports quic 9 Claude Code 1 1,041 tok
devness-com/useai useai.dev Track your AI coding sessions with privacy-first analytics 9 Claude Code 1 927 tok
rawveg/openapi-directory-mcp openapidirectory.com An MCP Server for APIs.guru remarkable Wikipedia for Web APIs. Providing tools, prompts an 9 Claude Code 1 1,556 tok
mythkiven/figma-ios-codegen Figma to iOS UIKit codegen: deterministic data package + Agent skills (Cursor/Claude) for 9 Claude Code, Codex, OpenCode 2 1,965 tok
htlin222/curate-course body-course.pages.dev Turn scattered YouTube content into structurally complete course websites with fully verif 9 Claude Code 1 —
choi138/toki toki.choi138.com macOS menu bar app for tracking token usage, active work time, and costs across AI coding 9 Claude Code, Codex, OpenCode 3 1,581 tok
zig999/siegard-code Most AI coding tools help you write code. Siegard Code manages the entire development life 9 Claude Code 1 3,830 tok
atomchung/fomo-kernel Weigh a trade against your own notes and your recorded book before you make it — or review 9 Claude Code, Codex, OpenCode 4 2,067 tok
DeepVista-AI/deepvista-cli deepvista.ai CLI for DeepVista — chat, notes, recipes, and memory from your terminal. 🌟 Star if you li 9 Claude Code 1 612 tok
risingwavelabs/agent-skills go.risingwave.com Agent Skills for RisingWave. 9 Claude Code, Codex, OpenCode 2 1,074 tok
navveenb/lean-agentic-ai leanagenticai.com Lean Agentic AI 9 Claude Code 1 —
tumf/fastmcp-gsuite MCP server for Gmail, Google Calendar, and Google Drive integration using fastmcp. Support 9 Claude Code, Codex, Cursor, OpenCode 8 822 tok
blackwell-systems/claudewatch AgentOps for Claude Code. Monitors AI agent behavior during development: real-time error l 9 Claude Code 1 3,838 tok
yutakobayashidev/ava ava-dusky-gamma.vercel.app Automatically share development progress to Slack through AI. MCP-powered task reporting w 9 Claude Code, Codex, OpenCode 3 2,220 tok
jsulmont/mcp-lisp Common Lisp SDK for Model Context Protocol (MCP) and Agent-to-Agent Protocol (A2A) 9 Claude Code 2 580 tok
Desko77/1c-formsserver MCP server for 1C:Enterprise managed form generation, validation, conversion and search. S 9 Claude Code 1 1,268 tok
Global-Slice/claude-plugin Claude Code plugin marketplace for Slice — cap table, equity, compliance, and MCP integrat 9 Claude Code, Codex, OpenCode 1 800 tok
enescaakir/notify Windows toast notifications for Claude Code — alerts on permission prompts and task comple 9 Claude Code 1 496 tok
naniiluja/ccf A context-first, spec-driven, strictly sequential development workflow plugin for Claude C 9 Claude Code 1 2,888 tok
CoriChui/yolo YOLO — a reasoning-first, feature-aware workflow framework for Claude Code. Git is the sou 9 Claude Code 1 —
cylestio/agent-inspector inspector.cylestio.com Local open-source dev tool to debug, secure, and evaluate LLM agents. Provides static anal 9 Claude Code 1 875 tok
Nicered/ClaudeShip nicered.github.io Build full-stack web apps with natural language — powered by Claude Code CLI 9 Claude Code 1 1,822 tok
mirinodev/maestro A CLI tool that conducts Git worktrees like an orchestra and accelerates parallel developm 9 Claude Code 3 3,926 tok
rob-balfre/dryui dryui.dev 160+ components and theme controls, plus a CLI, MCP, and feedback engine to keep AI on tra 9 Claude Code, Codex, OpenCode 2 1,624 tok
leMaur/livewire-flux-mcp npmjs.com Flux UI docs for your AI coding assistant. Live from fluxui.dev, Pro-tier aware, Laravel B 9 Claude Code 7 1,090 tok
just-every/mcp-deep-search justevery.com Runs a search across all major providers simultaneously 9 Claude Code 1 1,021 tok
rudraptpsingh/axon rudraptpsingh.github.io Local hardware intelligence for AI coding agents. Zero cloud. Zero telemetry. 9 Claude Code 18 3,902 tok
alphaparkinc/canlah-ai-skill GenPark skill: Integrate CANLAH AI's Style Genome and multi-agent business suite for marke 9 Claude Code, Codex 1 —
bocan/codex A wiki and document store built with React + Express. Organize markdown files in folders w 9 Claude Code, Codex, GitHub Copilot 3 2,462 tok
lim5max/poolstatis poolstatis.xyz Agent-native product analytics for coding agents 9 Claude Code, Codex, OpenCode 6 4,612 tok
coo-quack/calc-mcp MCP server with 21 tools for things AI is bad at — math, hashing, encoding, date arithmeti 9 Claude Code 1 1,417 tok
coinpaprika/claude-marketplace api.coinpaprika.com Official Claude Code plugins for CoinPaprika & DexPaprika - free crypto market data & DeFi 9 Claude Code 1 —
HumanBean17/jrag A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to 9 Claude Code, Codex, OpenCode 16 950 tok
AetherCore-Dev/ag402 Zero latency! Zero code change! Empower your AI agent with payment ability via x402 proto 9 Claude Code 3 —