How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
parautenbach/Home-Automation Home automation repository 23 Claude Code 1 1,725 tok
DexRobot/dexrobot_isaac Isaac Gym environments and training for DexHand 23 Claude Code 1 5,362 tok
cna-bootcamp/clauding-guide 23 Claude Code 65 6,978 tok
a950523a/TES-Taiwan-Electric-Scooter-Charging-Controller 23 Claude Code 1 18,345 tok
ABO896/obsidian-university-workflow A powerful, context-aware Templater system for university students using Obsidian. 23 Claude Code, Codex, OpenCode 5 1,346 tok
rlnorthcutt/analyzeRepo Go cli tool that uses Claude to analyze a repo, create an onboarding doc, and/or generate 23 Claude Code 1 1,112 tok
fabianonetto/mcp-server-firefly-iii A universal MCP server for Firefly III personal finance manager 23 Claude Code 1 1,273 tok
RahmatRafiq/laravel-12-spattie-media-and-roles 23 Claude Code, Cursor, Gemini CLI 3 4,065 tok
alexanderop/nuxt-layer-example 23 Claude Code 6 1,919 tok
dmorrill/cooking-with-claude use LLMs to streamline meal planning, prep, shopping, and execution 23 Claude Code 1 4,031 tok
palazzem/hanzo Docker and devcontainers build to configure a development environment 23 Claude Code 4 1,058 tok
kotbehemot53/amiga-space-invaders A vibe-coded clone of the Space Invaders for the Amiga 500 23 Claude Code 1 3,195 tok
Pratyay/mac-monitor-mcp 23 Claude Code 1 1,915 tok
christopherwxyz/remix-mcp remix-docs.pages.dev A high-performance MCP (Model Context Protocol) server that enables AI assistants to contr 23 Claude Code 1 2,207 tok
tymrtn/family-book Private, self-hosted, agent-friendly family tree and archive 23 Claude Code 1 891 tok
yamafaktory/formal A Lean 4 + Mathlib proof service for the agent working on your code 23 Claude Code 2 814 tok
dollspace-gay/AethelOS Microkernel based hobby OS 23 Claude Code 6 5,217 tok
Mohd-Mursaleen/android-automation-agent Termux friendly Android Automation skill for you Openclaw 23 Claude Code 1 2,607 tok
major/porkbun-mcp 🐷 MCP server for Porkbun DNS API - manage domains, DNS records, DNSSEC, and SSL certifica 23 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,472 tok
severity1/terraform-cloud-mcp A Model Context Protocol (MCP) server that integrates AI assistants with the Terraform Clo 23 Claude Code 1 1,211 tok
bytedreamer/DotNetFrameworkMCP 23 Claude Code 1 617 tok
timescale/tiger-salesforce-mcp-server API wrapped around our salesforce database 23 Claude Code 1 1,559 tok
brian-ln/stealth-browser-mcp A MCP Server that provides browser access through playwright with "stealth mode" enabled. 23 Claude Code 1 303 tok
nibzard/daytona-mcp-interpreter nibzard.com 23 Claude Code 1 447 tok
FredShred7/whatsapp-mcp-server MCP server for WhatsApp Cloud API — send messages, read conversations, manage contacts, an 23 Claude Code 1 1,103 tok
adawalli/nexus MCP Server to make searching openrouter easy 23 Claude Code, Codex, OpenCode 14 459 tok
berkayoztunc/orquestra orquestra.dev orquestra is a free, open-source platform that instantly converts Solana program IDLs into 23 Claude Code, GitHub Copilot 10 1,321 tok
feniix/pi-extensions Extensions, tools, and integrations for the pi coding agent. 23 Claude Code, Codex, OpenCode 2 1,516 tok
vstorm-co/content-skills vstorm.co Content studio skill pack for coding agents — blog, social, slides, video, infographics — 23 Claude Code 1 780 tok
gaia-react/gaia gaiareact.com The Claude-native foundation you build your whole app on. React frontend handled, your bac 23 Claude Code 56 668 tok
syahiidkamil/vibe-ai-partner-entity An AI partner with true active memory. She keeps a diary in her own voice, digests her day 23 Claude Code, Codex, OpenCode 42 2,485 tok
RudderCode/Rudder npmjs.com Make your specs actually comprehensive. Pair your specs with tests to make your coding age 23 Claude Code, Codex, OpenCode 7 265 tok
majiayu000/claude-skill-registry-core majiayu000.github.io Core deduplicated artifacts and index for the Claude skill registry 23 Claude Code, Codex, OpenCode 2 1,250 tok
hermes-labs-ai/fidelis hermes-labs.ai Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and r 23 Claude Code, Codex, Gemini CLI 2 332 tok
mehrad-dm/mastermind mastermind.mehrad.me ⚗️ Experimental — A markdown brain that gives your AI coding tools judgment and rigor: sha 23 Claude Code, Codex, OpenCode 2 3,490 tok
pinchen147/system-design-skill System design from evidence, not vibes — reads your repo as the current architecture, runs 23 Claude Code, Codex, OpenCode 2 781 tok
lanesket/llm.log Know what you spend, see what you send. Lightweight local proxy that logs every LLM call - 23 Claude Code, Codex 21
Dataslayer-AI/Marketing-skills dataslayer.ai Marketing agent skills powered by real data. Connect Claude Code to your actual Google Ads 23 Claude Code 1 608 tok
suraj-davariya/ai-job-search suraj-davariya.github.io CareerForge — AI job-search assistant inside Claude Code. /search ranks postings from your 23 Claude Code, Codex 13 2,470 tok
Thru-Echoes/TRACE doi.org TRACE protocol for auditing decision-provenance in AI-assisted scientific workflows 23 Claude Code 1 3,695 tok
mathworks/polyspace-agentic-toolkit The Polyspace Agentic Toolkit brings trusted Polyspace capabilities to AI agents. 23 Claude Code 1
Brainrot-Creations/claude-plugins brainrotcreations.com Official Claude Code plugin marketplace for Brainrot Creations 23 Claude Code 1
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 23 Claude Code, Codex, OpenCode 2 4,085 tok
houseworthe/claude-royale AI agents playing Clash Royale autonomously. Claude Code + multi-agent architecture reache 23 Claude Code 5 2,743 tok
hopoduck/agent-toast No more babysitting the terminal - Agent Toast pings you the instant Claude Code or Codex 23 Claude Code 1 3,616 tok
korjwl1/toki-monitor Menu bar app for tracking Claude Code & Codex CLI token usage on macOS — animated, live, S 23 Claude Code 4
modeled-information-format/mnemonic Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memo 23 Claude Code, GitHub Copilot 7 812 tok
shanraisshan/agentic-engineering linkedin.com does code matter? 23 Claude Code 35 706 tok
agentkitai/agentlens agentkitai.github.io Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evide 23 Claude Code 41
geeks-accelerator/in-bed-ai inbed.ai A dating platform built for AI agents. Register, swipe, match, chat, and form relationship 23 Claude Code 1 5,662 tok