How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
Heoooooon/lazy-starter-kit heoooooon.github.io A signed GUI and one safe command to turn macOS, Linux, or Windows into a complete AI deve 81 Claude Code, Codex, OpenCode 2 172 tok
netresearch/jira-skill AI agent plugin for Jira — CLI tools for issues, worklogs, sprints, and more | Server/DC & 81 Claude Code, Codex, OpenCode 2 1,285 tok
study8677/architecture-copilot 🧭 An “architecture copilot” skill for Claude Code / Cursor / Codex — when starting a new 81 Codex, OpenCode 1 3,070 tok
veithly/vibeshell The first SSH client built for AI agents. Let Claude Code, Codex, and other CLI agents man 81 Claude Code, Codex, OpenCode 3 3,251 tok
mastra-ai/skills Official agent skills for coding agents working with the Mastra AI framework 81 Claude Code, Codex, OpenCode 2 506 tok
major7apps/pensyve pensyve.com Universal memory runtime for AI agents 81 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 11 11,654 tok
LudicDynamics/WorldLines worldlines.gg Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for 81 Claude Code, Codex, OpenCode 2 906 tok
magnus919/agent-skills Curated collection of AI agent skills for Hermes and other agent frameworks 81 Codex, OpenCode 1 3,275 tok
solana-foundation/solana-mcp-official mcp.solana.com 81 Claude Code, Codex, OpenCode 3 92 tok
j5ik2o/okite-ai 81 Claude Code, Codex, Gemini CLI, OpenCode 39 5,523 tok
pulsemcp/mcp-servers MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We buil 80 Claude Code, Codex, OpenCode 3 6,672 tok
Clayca/Pixelis A project aims to improve LLMs' pixel reasoning ability. 80 Claude Code, Codex, OpenCode 2 4,317 tok
cookyman74/my_harness Handling complex tasks with one giant prompt contaminates the context, repeats the same bl 80 Claude Code, Codex, OpenCode 14 2,880 tok
cloudrift-ai/emmy riftstack.ai Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optim 80 Claude Code, Codex, OpenCode 11 7,446 tok
keep-starknet-strange/starknet-agentic starknet-agentic.com Smart contracts, tools, and skills for AI agents that transact on Starknet 80 Claude Code, Codex, OpenCode 2 5,008 tok
jasonhulbert/jetbrains-trash-panda-theme A theme for raccoons and other creatures of the night 80 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
liuxingqitd/skills-hub skills-hub.dev A local dashboard to manage AI coding agent skills — sync, install, and organize skills ac 80 Claude Code, Codex, OpenCode 2 1,465 tok
idoforgod/AgenticWorkflow 80 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 24,184 tok
zxyasfas/paper_format_agent DOCX formatter for academic papers with a content-fingerprint guard: proves your text is n 80 Codex, OpenCode 1 210 tok
postmelee/hyper-waterfall A human-governed AI coding workflow that distills ephemeral session context into persisten 80 Claude Code, Codex, OpenCode 2 1,432 tok
Innei/SKILL This repository stores personal AI Agent skills in a scalable directory layout. 80 Claude Code, Codex, OpenCode 3 4 tok
ignaciohermosillacornejo/copilot-money-mcp ignaciohermosillacornejo.github.io MCP server for Copilot Money App - AI powered personal finance queries using local data 80 Claude Code, Codex, Gemini CLI, OpenCode 5 3,314 tok
ralforion/orionbelt-semantic-layer ralforion.com Source-available semantic layer and sidecar for agentic AI and governed analytics. Compile 80 Claude Code, Codex, OpenCode 2 3,051 tok
Firstp1ck/pi-coding-agent-forge Extensions, skills, prompts, themes, and developer tools for the Pi coding agent. 80 Codex, OpenCode 1 2,075 tok
parterburn/dabble.me dabble.me A private journal over email service. 80 Codex, Cursor, OpenCode 2 1,666 tok
golbin/AGENTS.md Humans, please leave. 80 Codex, OpenCode 1 625 tok
woocommerce/woocommerce-paypal-payments wordpress.org 80 Claude Code, Codex, OpenCode 18 2,629 tok
cartridge-gg/controller x.cartridge.gg A self custodial embedded account to seamlessly play onchain games 80 Claude Code, Codex, OpenCode 20 2,222 tok
fruktoguo/daojie-yusheng dj.faith.wang 80 Claude Code, Codex, OpenCode 4 3,478 tok
alexhraber/flowhawk Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces 80 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
TulipaEnergy/TulipaEnergyModel.jl An energy system optimization model that is flexible, computationally efficient, and acade 80 Codex, OpenCode 1 4,048 tok
swt-labs/vibe-better-with-claude-code-vbw Vibe Better With Claude Code - You're not an engineer anymore. You're a prompt jockey with 79 Claude Code, Codex, GitHub Copilot, OpenCode 14 6,082 tok
marimo-team/codemirror-mcp marimo-team.github.io CodeMirror extension to hook up a Model Context Provider (MCP) 79 Claude Code, Codex, OpenCode 2 218 tok
speedpy/speedpy speedpy.com Free, MIT-licensed Django SaaS boilerplate for the AI era — production-ready APIs, teams, 79 Claude Code, Codex, Cursor, OpenCode 3 20,862 tok
Devolutions/avalonia-extensions Custom Avalonia Themes developed by Devolutions 79 Claude Code, Codex, OpenCode 7 925 tok
orual/pattern agent builder 79 Claude Code, Codex, OpenCode 4 1,420 tok
alexeykrol/coursevibecode 79 Claude Code, Codex, OpenCode 2 3,604 tok
acogood/spain-dnv-consultant A personal LLM consultant for Spain's digital nomad residence permit (Ley 14/2013). Conver 79 Claude Code, Codex, OpenCode 16 3,620 tok
gpt-cmdr/ras-commander clbengineering.com The RAS-Commander library provides a python API and agentic features for automating HEC-RA 79 Claude Code, Codex, OpenCode 71 3,336 tok
labring/sealos-skills sealos.io AI agent skills for Sealos — deploy any project, provision databases, object storage & mor 79 Claude Code, Codex, OpenCode 2 3,619 tok
ParthKapoor-dev/devex devx.parthkapoor.me ⚡️ Devex — A Fast, Secure, and Scalable Repl-as-a-Service Platform built for Developers 🚀 79 Codex, OpenCode 1 1,913 tok
Dicklesworthstone/slb Two-person rule CLI for AI coding agents: peer review and approval required before running 79 Codex, OpenCode 1 8,620 tok
wshaddix/dotnet-skills Claude Code skills and sub-agents for .NET Developers 79 Codex, OpenCode 1 50 tok
IBM/ibmi-mcp-server MCP server for IBM i systems 79 Claude Code, Codex, OpenCode 2 2,993 tok
oculairmedia/Letta-MCP-server MCP server to manage letta server and comunicate with agents 79 Codex, OpenCode 1 2,358 tok
tech4idea/viforge ViForge is a local-first AI collaboration workbench for creative and knowledge work. It he 79 Codex, OpenCode 1 1,036 tok
vamshi4001/saas-clawds 79 Codex, Cursor, OpenCode 2 1,571 tok
fastxyz/skill-optimizer Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs 79 Claude Code, Codex, Gemini CLI, OpenCode 3 1,762 tok
shiquda/roadmap-skill npmjs.com Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP s 79 Codex, OpenCode 1 1,828 tok
riemannzeta/patent_mcp_server MCP Server for USPTO data 79 Claude Code, Codex, OpenCode 2 3,475 tok