How real projects configure their agents

43,636 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
OpenLinkSoftware/ai-agent-skills OPAL AI Agent Skills Collection (Skills.md Compliant) 39 Codex, OpenCode 1 4,685 tok
xorbitsai/xrouter-llm A prompt-aware LLM router that predicts which models can complete each request, then selec 39 Claude Code, Codex, OpenCode 2 6,964 tok
ajhcs/cameo-mcp-bridge MCP server bridging AI assistants to CATIA Magic / Cameo Systems Modeler for SysML/UML mod 39 Codex, OpenCode 1 167 tok
selvarajmurugesan90/ops-engineering-skills Open-source, cross-agent Agent Skills for DevOps, DevSecOps, Cloud, Kubernetes/platform en 39 Codex, OpenCode 1 661 tok
MCDxAI/minecraft-dev-mcp MCP server for Minecraft Development 39 Claude Code, Codex, OpenCode 6 6,960 tok
tradermonty/hermes-trading-research-agent-work-package Hermes profile distribution turning claude-trading-skills into an always-on US-equity rese 39 Codex, OpenCode 1 4,704 tok
TheEagleByte/skylight-mcp MCP server for Skylight family calendar - enables AI assistants to manage calendars, chore 39 Claude Code 1 1,203 tok
LaGrowthMachine/gtm-system lagrowthmachine.com Open-source Claude skills and an MCP server for Sales and GTM teams: build Sales Navigator 39 Claude Code 1 2,395 tok
issol14/paper2code-skill A Claude Code Skill that converts research papers into executable code - no extra API cost 39 Codex, OpenCode 1 998 tok
skyf0xx/hedgehog HEDGEHOG codes Cleaner, Faster and with Fewer Tokens. Hedgehog's AI-driven development bui 39 Claude Code, Gemini CLI 6 4,376 tok
hyperb1iss/hyperdroid-skill hyperbliss.tech Agent skills for Android and custom ROMs 39 Claude Code, Codex, OpenCode 1 811 tok
dejuknow/md-redline Inline review comments for markdown specs. Built-in MCP server hands feedback directly to 39 Claude Code, Codex, OpenCode 2 29,483 tok
dleerdefi/claude-code-construction Claude Code skills for construction professionals. 39 Claude Code 1 456 tok
zuke-build/zuke zuke.build 🥷 A code-first, strongly-typed build automation system for Deno. 39 Claude Code, Codex, OpenCode 2 9,589 tok
Servosity/msp-skills msp-skills.compoundingteams.com Free MCP servers + Claude Code Skills for MSP tools - PSA, RMM, backup, M365. Local-first: 39 Codex, OpenCode 1 2,245 tok
strausmann/mcp-dockhand MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools 39 Claude Code, GitHub Copilot 4 2,565 tok
mordor-forge/study-skill Claude Code skill for interactive learning with FSRS-6 spaced repetition, research agents, 39 Claude Code, Codex, OpenCode 2 644 tok
erp-mafia/fortnox-mcp fortnox-mcp.vercel.app 39 Claude Code 1
yha9806/academic-writing-toolkit Local-first, evidence-controlled academic writing workflows for AI agents, with bounded re 39 Claude Code, Codex, Gemini CLI, OpenCode 3 1,254 tok
rhein1/agoragentic-integrations agoragentic.com Public adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2 39 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,193 tok
AbdullahHameedKhan/karpathy-ponytail-skills Karpathy's LLM coding guidelines merged with Ponytail's laziness ladder, think before codi 39 Claude Code, Codex, OpenCode 2 2,217 tok
itsthisjustin/sd-plugins 39 Claude Code 1
sergebulaev/threads-skills cccrafts.ai Threads marketing skills for Claude Code and Codex: posts, multi-post threads, hooks, repl 39 Claude Code, Codex, OpenCode 2 3,433 tok
velane-sh/velane velane.sh Velane is agentic cloud for deploying your basic workflows, agents and sub-agents. 800+ OA 39 Claude Code, Codex, OpenCode 3 2,532 tok
marcomuser/conformal npmjs.com Type-safe form submissions for the modern web. 39 Codex, OpenCode 1 669 tok
xelis-project/xelis-genesix-wallet Genesix is a unique and easy-to-use GUI wallet for XELIS available on Windows, Linux, Andr 39 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,252 tok
TriV3/MCP-Kali-Server Automates Kali Linux pentesting with MCP: programmatic access to popular tools, SSH and re 38 GitHub Copilot 1 116 tok
enowdev/enowx-rag RAG Skill and MCP for AI agents for codebase indexing and memory 38 Claude Code, Codex, OpenCode 2 2,238 tok
tuziapi/tuzi-skills Skills based on the Tuzi AI API 38 Claude Code 2 4,126 tok
MarinJursic/production-readiness-checklist marinjursic.github.io Evidence-driven production readiness checklist for shipping web applications with confiden 38 Claude Code 1 725 tok
railyard-dev/railguard railguard.tech Safe runtime for Claude Code, built to be yours. 38 Claude Code 1 627 tok
alxyrgin/health-os glake.ai Personal health management system on Claude Code: 14 AI doctors, mandatory debate among sp 38 Claude Code 41 6,682 tok
tankpkg/tank tankpkg.dev Security-first package manager for AI agent skills 38 Claude Code, Codex, OpenCode 3 8,837 tok
Oolab-labs/claude-ide-bridge MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, termina 38 Claude Code, Cursor 14 8,609 tok
vectimus/vectimus vectimus.com Deterministic governance for AI coding agents. Cedar-based policy engine that intercepts e 38 Codex, OpenCode 1 2,214 tok
rp1-run/rp1 rp1.run Ready Player One - stop prompting; start shipping 38 Claude Code, Codex, OpenCode 2 3,933 tok
shyftai/WEBOS shyft.ai Content Operating System — content marketing, SEO, social media, publishing. Create it. Pu 38 Claude Code 31 553 tok
girishr/SpecPilot specpilot.dev Spec-driven development (SDD) CLI for AI coding agents (Claude Code, Cursor) - initialize, 38 Claude Code, GitHub Copilot 11 1,505 tok
oanhduong/token-ninja token-ninja routes deterministic shell commands locally — zero LLM calls, ~19µs latency. W 38 Claude Code 1 2,784 tok
pedrocivita/tocket Tocket Transmition Protocol 38 Claude Code, Gemini CLI 2 1,348 tok
paceaitian/paceflow Deterministic workflow enforcement and persistent engineering memory for long-running codi 38 Claude Code 1 1,101 tok
YoavLax/agent-compass agentcompass.ashymeadow-b5411f47.eastus.azurecontainerapps.io Get your repo ready for AI. 38 Claude Code, Codex, GitHub Copilot 5 979 tok
ea-toolkit/architecture-catalog architecture-catalog.web.app Git-native architecture catalog — Markdown registry, schema-driven UI, AI-ready 38 Claude Code 5 2,891 tok
exiw-ai/proofloop AI orchestrator that runs until done. Define what "done" means, go to sleep, wake up to ve 38 Claude Code 1 551 tok
booklib-ai/booklib booklib-ai.github.io Detects what your AI doesn't know about your project and fixes it. Post-training gap detec 38 Claude Code, Codex, OpenCode 2 613 tok
MicSm/boffin Staff-engineer layer for AI coding agents: routes per-edit architectural constraints and r 38 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,626 tok
569270901/claude-web-test-harness Domain-agnostic multi-agent UI automation testing orchestration skeleton, driven by Claude 38 Claude Code 9 881 tok
Prismer-AI/signet signet-auth.vercel.app Proof layer for AI agents. Cryptographically verify every action. 38 Codex, OpenCode 1 657 tok
Pretend-to/mio-chat-backend ai.krumio.com 🤖 Next-gen Agent OS: V3 Hook architecture, native MCP & Skills, real PTY sandbox (node-pt 38 Claude Code 1 2,414 tok
pontjs/pontx pontx.dev OpenAPI lifecycle management for API discovery, documentation, type-safe SDK generation, C 38 Claude Code, Codex 2 2,315 tok