How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
zapgun-ai/clawback clawback.md Tokenmaxxing Gateway for Claude Code 4 Claude Code, Codex, OpenCode 2 6 tok
vignesh2027/claude-best-practice 🤖 Claude Code — Best Practices & Advanced Patterns The most comprehensive, production-rea 4 Claude Code 4 —
draaujpeg/solana-uiux-onboarding-kit skills.sh Research-backed kit that fixes where Solana onboarding loses users: a heuristic study of 1 4 Claude Code 1 613 tok
zebbern/icron icron YOUR lightweight Personal AI Assistant - permanent Markdown memory with hybrid BM25 4 Claude Code 1 742 tok
kairoz9/dsh-mcp-admin dsh plugin for MCP status inspection and server management | dsh's MCP status viewing and 4 Claude Code, Codex, OpenCode 2 1,160 tok
anilcancakir/laravel-agent-mcp Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and A 4 Claude Code, GitHub Copilot 3 2,157 tok
Tom-R-Main/openFunctions siftable.io Lightweight TypeScript framework for building agentic tools. 4 Claude Code 1 2,836 tok
prototypdigital/bluetemberg prototypdigital.github.io AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, 4 Claude Code, Codex, OpenCode 6 1,070 tok
JNZader/repoforge repoforge.javierzader.com Generate technical docs and AI agent skills (SKILL.md, AGENT.md) from any codebase — model 4 Claude Code 29 —
HanSur94/matlab-mcp-server-python pypi.org MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Pl 4 Claude Code 1 4,228 tok
DaveCoDev/TinkerTasker TinkerTasker is an open-source, local-first agent that runs in your terminal. 4 Claude Code 1 1,000 tok
sshkeda/pi-council Multi-model AI council — spawn Claude, GPT, Gemini, and Grok as parallel coding agents to 4 Claude Code, Codex, OpenCode 2 613 tok
AnirudhGupta007/autoclip-ai Conversational AI video clipping with multimodal LangGraph pipeline — vision, audio, and t 4 Claude Code 1 3,037 tok
Git-Rocky-Stack/Team-X team-x.app Run an AI company. Not a prompt. Open-source, privacy-first desktop app for AI-agent organ 4 Claude Code 1 1,356 tok
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,021 tok
pbrudny/my-family-bot medium.com Family Tree AI Assistant — GEDCOM → Neo4j → Multi-Agent AI → Web + WhatsApp 4 Claude Code, Codex, OpenCode 2 2,180 tok
N4M3Z/forge-core Module-building skills for your AI ecosystem — build skills, build agents, architect repos 4 Claude Code, Codex, Gemini CLI, OpenCode 3 3,271 tok
Falcon-Forge/PiRanha The Autonomous Bug-Bounty Swarm A school of 53 specialized AI security agents + a determi 4 Claude Code 1 568 tok
dmzoneill/redhat-ai-workflow AI-powered workflow automation tools for Red Hat engineering 4 Claude Code, Codex, OpenCode 1 12,050 tok
marketcalls/fal_marketplace 4 Claude Code 1 1,790 tok
ccivlcid/VibeHarness 4 Claude Code, Codex, Gemini CLI, OpenCode 24 3,278 tok
nikitaCodeSave/claude-code-harness Claude Code harness kit — designs, bootstraps, audits, and extends a project's .claude/ + 4 Claude Code, Codex, OpenCode 2 1,512 tok
yogasw/wick yogasw.github.io Build internal tools and AI agents in Go — or just download and run Claude / Codex / Gemin 4 Claude Code, Codex, OpenCode 15 2,041 tok
kwhitejr/claude-resources Custom Claude Code agents and skills for Godot game development workflows 4 Claude Code 1 1,704 tok
juanjiTech/jframe 4 Claude Code 3 2,981 tok
ownego/token-slayer Cooperative idle boss raid for engineering teams. Every token your coding agents spend (Cl 4 Claude Code, Codex, Gemini CLI, OpenCode 19 24,839 tok
boggedbrush/KodoCode kodocode.app A minimal web and desktop interface for orchestrating coding agents like Codex and Claude 4 Claude Code, Codex, OpenCode 2 615 tok
tunghuynh/agentic-ai-conversation 4 Claude Code, Codex, OpenCode 2 1,443 tok
GordonBeeming/claude-bar ClaudeBar shows your Claude plan's usage limits in the menu bar 4 Claude Code 2 211 tok
robinade/apps-in-toss-fullstack-templates 4 Claude Code, Codex, OpenCode 27 7,673 tok
JeongHeonK/c-sharp-custom-marketplace C# and WPF-related marketplace 4 Claude Code 1 1,549 tok
untref-ayp2/apuntes untref-ayp2.github.io Apuntes de Algoritmos y Programación II 4 Claude Code, Codex, OpenCode 6 1,656 tok
mskhambaty/mumineen-coordination-whatsapp project-c94rt.vercel.app WhatsApp app for Mumineen coordination 4 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,667 tok
houstongolden/bigbounce Geometric Dark Energy from Spin-Torsion Cosmology: A Comprehensive Framework with Observat 4 Claude Code, Codex, OpenCode 13 9,498 tok
dgalarza/dotfiles 4 Claude Code, Codex 43 —
doidor/agentrig An agentic meta-harness — a harness of harnesses. 4 Claude Code, Codex, OpenCode 6 491 tok
hypertrial/data-control-center Data Control Center 4 Claude Code, Codex, OpenCode 3 406 tok
Eric-KY-Zhang/FinPrism FinPrism — an Excel + VBA financial data scraping tool providing peer benchmarking tables 4 Claude Code, Codex, OpenCode 2 8,017 tok
kevyder/constitution_chat constitucion91.kevyder.dev A Streamlit RAG chat over the "Constitución Política de Colombia de 1991." 4 Claude Code, Codex, OpenCode 16 1,523 tok
metcalfc/atrax MCP proxy implementation with multiple server aggregation 4 Claude Code 1 266 tok
tuanductran/nextdns-skills Comprehensive AI agent skills for NextDNS management, covering API integration, CLI operat 4 Claude Code, Codex, OpenCode 2 6,996 tok
Terry-cyx/newton-cli Agent-native CLI for NVIDIA Newton physics engine — JSON in, physics out 4 Claude Code 1 1,859 tok
russosalv/NONoise 4 Claude Code, Codex, OpenCode 8 1,964 tok
sangwonme/ClaudeCode-Alert-Hook Claude needs you. You need alert. 4 Claude Code 2 —
nikhilch98/liquid-editor A pure Swift/SwiftUI iOS 26 video editor with Liquid Glass design, Metal GPU rendering, an 4 Claude Code 2 5,089 tok
NekoTarou/kingbase-mcp-server An MCP Server that directly connects to KingBase (PostgreSQL-compatible) databases, enabli 4 Claude Code 1 1,253 tok
andrew-kurin/steampipe-mcp-server An MCP server that allows Claude to query Steampipe PostgreSQL databases directly. Connect 4 Claude Code 1 474 tok
Jian-Min-Huang/confetti v-confetti, v stands for Vincent & Vibe 😁 4 Claude Code 1 2,692 tok
DeskMateUkagaka/deskmate DeskMate is an AI-powered desktop accessory in the spirit of Ukagaka 4 Claude Code 1 2,582 tok
GeoffreyWang1117/bibguard Detect hallucinated and broken citations in academic papers. 5-source cascade verification 4 Claude Code, Codex 2 —