How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
TazWake/Public halkynconsulting.co.uk Collection of scripts provided for public use 46 Claude Code, Codex, OpenCode 2 2,945 tok
aviatesk/obsidian-sonar Deep knowledge retrieval for Obsidian, completely offline. 46 Claude Code, Codex, OpenCode 3 2,922 tok
sinanata/unity-3d-to-sprite-baker sinanata.github.io Drop-in runtime sprite-atlas baker for Unity 6 / URP. Bake any 3D animated character into 46 Codex, GitHub Copilot, OpenCode 2 3,188 tok
mfkyddh/ZZZ-Simple-AI A plain-language guide to AI and Agents, from ChatGPT to intelligent agents, understandabl 46 Codex, OpenCode 1 4,267 tok
Endgame-Labs/goated Always-on personal AI assistant built around Claude Code and Codex. 46 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
ZM-BAD/headroom Know when your AI is about to forget — browser extension that monitors context window usag 46 Claude Code, Codex, OpenCode 2 6,644 tok
matthewdgreen/decipher An AI-enabled application for cracking ciphers 46 Claude Code, Codex, OpenCode 2 24,526 tok
kridaydave/File-Organizer-MCP This MCP server will organize your files using connections to MCP using clients like Claud 46 Codex, OpenCode 2 8,952 tok
pietz/mcp-web-tools 46 Codex, OpenCode 1 577 tok
cobusgreyling/llm-wiki A compounding knowledge base maintained by LLM agents — inspired by Karpathy's LLM Wiki pa 46 Codex, OpenCode 1 1,811 tok
aeoess/agent-passport-system agent-passport.org Open AI agent governance protocol. Cryptographic identity, delegated authorization that na 46 Claude Code, Codex, OpenCode 2 1,005 tok
AndreNeves97/brag-document 46 Codex, Cursor, OpenCode 5 1,456 tok
ActiveInferenceInstitute/ActiveInferenceJournal activeinferenceinstitute.github.io Transcripts, metadata, captions, and translations from the Active Inference Institute's vi 46 Codex, OpenCode 1 566 tok
signalridge/dotfiles A modern, reproducible development environment for macOS and Linux using chezmoi + Nix 46 Claude Code, Codex, OpenCode 2 1,240 tok
lincwang123-bot/humanized-social-publisher Agent-friendly local publisher for Xiaohongshu, Douyin and WeChat Channels with multi-acco 46 Codex, OpenCode 1 258 tok
fortunto2/rust-code AI-powered terminal coding agent in Rust — TUI, BAML agent loop, fuzzy search, tmux backgr 46 Claude Code, Codex, OpenCode 2 3,354 tok
nghyane/hands Local Grok tools as MCP for ChatGPT Web. No model. 46 Codex, OpenCode 1 203 tok
lhl/realitycheck A framework for rigorous, systematic analysis of claims, sources, predictions, and argumen 46 Claude Code, Codex, OpenCode 3 3,184 tok
slima4/claude-tui slima4.github.io Real-time statusline, live monitor, session analytics, and hooks for Claude Code 46 Claude Code, Codex, OpenCode 2 4,030 tok
ryannli/tiny-roommate A tiny AI pet that lives on your desktop. Every AI wants to make you productive — this one 46 Claude Code, Codex, OpenCode 2 264 tok
sandover/ergo fast, minimal CLI tool for better coding agent planning 46 Claude Code, Codex, OpenCode 2 195 tok
fom-dev/company-in-a-box A complete AI-powered organizational structure: 42 agents, 10 playbooks, one company. 46 Codex, OpenCode 1 1,169 tok
chyp3r/KACHOW-Teknofest-2026 chyp3r.github.io Teknofest 2026 Doğal Dil Ajanları Yarışması 1. Senaryo kapsamında geliştirilen, kamu sektö 46 Codex, OpenCode 1 2,260 tok
Qiskit/mcp-servers A collection of MCP servers to allow LLMs to use the qiskit,qiskit-ibm-runtime library, q 46 Codex, OpenCode 1 11,715 tok
Jer-y/copilot-proxy jer-y.github.io Turn GitHub Copilot into an OpenAI/Anthropic-compatible server with Claude Code and Codex 46 Codex, OpenCode 1 2,900 tok
rizukirr/no-vibe Turn your AI coding agent into a tutor. It learns your level and adapts to you 46 Claude Code, Codex, OpenCode 4 2,215 tok
minghinmatthewlam/agent-guards Shared guardrails, skills, and bootstrap scripts for AI coding agents 46 Codex, OpenCode 1 248 tok
trsdn/markitdown-mcp 📄 Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claud 46 Codex, OpenCode 1 5,909 tok
nekopunch11/rodya-caijing-studio Professional A-share + Hong Kong stock research Skill: fundamentals, financial reports, va 46 Codex, OpenCode 1 1,489 tok
guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. 46 Claude Code, Codex, OpenCode 58 5,964 tok
Dicklesworthstone/frankengit Git-compatible, agent-native, repairable, self-hostable code forge and GitHub alternative. 46 Codex, OpenCode 1 6,658 tok
new-xp/ultrademo ultrademo.net Moved to github.com/ultrademo-hq/ultrademo. This is the original Ultrademo skill; it still 46 Codex, OpenCode 1 573 tok
conorbronsdon/substack-mcp conorbronsdon.com MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber managemen 46 Claude Code, Codex, OpenCode 2 1,084 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 46 Claude Code, Codex, OpenCode 2 513 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 46 Claude Code, Codex, OpenCode 10 2,421 tok
yerdaulet-damir/awesome-solo-ai yerdaulet-damir.github.io Practical AI guides, coding-agent skills, playbooks and tools for solo builders making pro 46 Claude Code, Codex, OpenCode 2 526 tok
jvgomg/podkit jvgomg.github.io 🔄🎵Modern TypeScript toolkit and CLI for managing iPods 46 Claude Code, Codex, OpenCode 5 7,021 tok
shopwareLabs/ai-coding-tools Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, age 45 Claude Code, Codex, OpenCode 4 2,732 tok
TelivityAI/careerops Store every accomplishment. Tailor every application. Own your career data. 45 Claude Code, Codex 1 —
boykush/scraps boykush.github.io The Wiki-link doc compiler for the LLM era. 45 Claude Code, Codex, OpenCode 10 397 tok
agency-ai-solutions/nextjs-firebase-ai-coding-template 45 Codex, OpenCode 1 169 tok
shawnstack/quickforge 45 Codex, OpenCode 1 1,057 tok
ItIsMixian/Orrery A portable skill for traceable Markdown project documentation, local observability, and sa 45 Codex, OpenCode 1 3,456 tok
ambroise-leclerc/WebFront C++’s missing standard GUI. One reactive TypeScript UI for every C++23 target: a native wi 45 Codex, GitHub Copilot, OpenCode 2 4,895 tok
HazAT/pi-solo Pi extension for Solo (soloterm.com) — registers every Solo MCP tool as a first-class Pi t 45 Claude Code, Codex 1 —
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Forward-Future/DeployBot Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients 45 Codex, OpenCode 1 262 tok
Xopoko/build-swift-apps Build, debug, profile, test, refactor, and release Swift apps across iOS, macOS, Xcode, Sw 45 Claude Code, Codex, OpenCode 2 1,104 tok
dizlexic/moo-tasks mootasks.dev A simple multiuser multiboard task MCP server managed via kanban board interface. Created 45 Codex, OpenCode 1 3,563 tok
strangeadvancedmarketing/Adam strangeadvancedmarketing.github.io Adam Framework for OpenClaw — 5-layer persistent memory and identity architecture for AI a 45 Codex, OpenCode 1 791 tok