How real projects configure their agents

31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
no-problem-dev/claude-code-plugins Claude Code plugins for iOS/Go development, Firebase Emulator, release automation, and not 5 Claude Code 2 1,032 tok
o2alexanderfedin/claude-legal-agents Specialized AI legal agents powered by Claude for expert legal analysis, contract review, 5 Claude Code 8 217 tok
h004888/mcp_terminal_process 5 Claude Code 1
dstalzjohn/agents-cli-sandbox 5 Claude Code 1 630 tok
Stephen-Kimoi/harness-engineering-template Reference implementation and self-audit toolkit for harness engineering — the discipline o 5 Claude Code, Codex, OpenCode 2 2,079 tok
Wan-ZL/zelin-ai-assistant Personal AI assistant: screenpipe→Obsidian ingest + requirement radar → approval cards → a 5 Claude Code 1 1,960 tok
andrewlwn77/nocodb-mcp Nocodb MCP server 5 Claude Code 1 615 tok
Emily2040/parallel-codegen-orchestrator 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 163 tok
ky2renzzz/acp-forge agentclientprotocol.com Multi-agent orchestration framework for xAI Grok Build and ACP — reproducible execution gr 5 Claude Code, Codex, OpenCode 3 626 tok
BetterPromptme/skills 5 Claude Code, Codex, OpenCode 2 941 tok
elimydlarz/claude-code-plugins 5 Claude Code 4 911 tok
ragingwind/oh-my-codes AI coding agent system for learning purposes 5 Claude Code 37 942 tok
lws803/agenthub agenthub.to Messaging platform for AI agents 5 Claude Code, Codex 1
puppi3s/mythos-anti-sabotage-guardrails Vendor-neutral integrity guardrails for autonomous agents and IDE harnesses. 5 Claude Code, Codex 1
rafaelquintanilha/obsidian-visuals 5 Claude Code, Codex 1
aklo360/thoth-cli thothcli.com 𓅝 Hermetic astrology from the command line. Swiss Ephemeris precision. 5 Claude Code 1
Dcwind/project-forge 5 Claude Code 3 439 tok
wangjs-jacky/jacky-skills-learning AI programming assistant Skills tutorial — systematically learn and master how to create, 5 Claude Code 1 315 tok
JeongHeonK/c-sharp-custom-marketplace C# and WPF-related marketplace 5 Claude Code 1 1,549 tok
fadhlirahim/claude-starter-kit Claude Code configuration kit for building fullstack TypeScript apps with TanStack Start, 5 Claude Code 8 3,743 tok
johnreitano/spekka dead simple spec-driven development 5 Claude Code 21
dirtybits/agentvouch agentvouch.xyz Reputation system and trusted skills for AI agents. 5 Claude Code, Codex, OpenCode 2 9,346 tok
dungnotnull/herbal-essential-oil-extraction-agent-skill 🌿 Multi-agent AI framework for aromatic plant processing & phytochemical extraction. Eval 5 Claude Code 1 1,538 tok
agentsphp/skills Load multiple (agent)skills from composer libraries. 5 Claude Code, Codex, OpenCode 2 336 tok
newfront/pyspark-datagen Need data? Need data that feels real? What about fake real data? This is the project for y 5 Claude Code, Codex, OpenCode 2 2,829 tok
braunmar/worktree Multi-instance development environment manager with automatic port allocation and Git work 5 Claude Code, Codex, OpenCode 2 4,529 tok
kennyzheng-builds/agentslink Agent-link project 5 Claude Code 1 1,144 tok
kasperjunge/danish-building-years Et lokalt værktøj til at generere historiske kort over bygningers alder i danske byer. 5 Claude Code, Codex, OpenCode 3 3 tok
romiluz13/cc-teams 5 Claude Code 1 804 tok
sumo1/AI-GAME-COOL Parent-child plan: use natural language to call LLMs and generate playable educational gam 5 Claude Code, Codex, OpenCode 10 6,411 tok
allengaller/gutter-interview-skills allengaller.github.io Interview Helper for Coders. 码农面试神器. 5 Claude Code 1
s3644/academic-copilot-skills What it does — Research, Write, Review, Orchestrate Who it's for — Grad students, research 5 Claude Code, GitHub Copilot 6 269 tok
jackchuka/skillctx Portable config for agent skills — for Skill creators and users alike. 5 Claude Code 1 405 tok
Bl0omZ/claude-md A Claude Code skill for generating project-level and user-level `CLAUDE.md` files. Used to 5 Claude Code, Codex, OpenCode 2 965 tok
Claw-Play/ClawPlay ClawPlay lets AI Agents (via X Claw) generate images, analyze vision, and synthesize speec 5 Claude Code 1 820 tok
dungnotnull/racing-game-suspension-setup-agent-skill 🏎️🔧 Sim-Racing Vehicle Dynamics & Suspension Setup Engine | Production-grade Claude Code 5 Claude Code 1 1,731 tok
tatejennings/tstack Claude project starter skills 5 Claude Code 1 4,433 tok
tlangridge/agent-swarm A local system and UI for managing and orchestrating multiple AI agent CLIs 5 Claude Code 1 585 tok
victor-aguilars/promptocop npmjs.com Promptocop is a prompt linter for your AI models 5 Claude Code 1 3,872 tok
yusufcakmak/claude-reddit-growth Grow your product on Reddit the right way. AI-powered subreddit finder, karma roadmap, and 5 Claude Code 5 188 tok
10x-Anit/10x-n8n-skill 10x.in n8n Skill — AI skill plugin for creating, managing, and deploying n8n workflows. De 5 Claude Code 1
Hugin-Z/tender-writer-v3 Tender document preparation toolchain v3.0.0 — Engineering-grade Claude Skill for Chinese 5 Claude Code 1 2,175 tok
databricks-solutions/partner-ai-dev-kit AI coding assistant skills for generating PWAF-compliant Databricks connectors. Supports C 5 Claude Code 1 1,025 tok
sebastianwessel/skills AI Skills 5 Claude Code, Codex, OpenCode 2 866 tok
wghust/stark-skills A skill that enhances OpenSpec's ability to design solutions for UI design drafts such as 5 Claude Code, Codex, OpenCode 2 1,498 tok
ensayiti/The-Morphism the-morphism.vercel.app A design skill for AI coding agents that refuses to look AI-generated 5 Claude Code 1 222 tok
trotsky1997/citeclaw Bun-migrated fork of Citoid with CLI and pipeline updates 5 Claude Code, Codex, OpenCode 2 632 tok
gianverdum/ai-dev-skillset Skill system multi-provider para coding agents: DDD, Clean Arch, TDD, naming/estrutura por 5 Claude Code, Codex 12
sapiencexyz/openclaw-sapience 5 Claude Code 1 129 tok
steven-jzt/MCM-AI-Assistant An AI assistant system for mathematical modeling competitions based on Claude Code + DeepS 5 Claude Code 6 381 tok