How real projects configure their agents

43,695 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
sena-labs/OzBridge marketplace.visualstudio.com Bring Warp™ Oz™ to any IDE or agent via MCP — plus native @oz in VS Code Copilot Chat. OzB 3 Claude Code, Codex, OpenCode 8 607 tok
taygunsavas/patina-unity-mcp A high-performance Unity MCP with extensible APIs for agentic tools. 3 GitHub Copilot 1 378 tok
praveensehgal/remarkable-mcp MCP server for reMarkable Paper Pro Color — read, write, and manage your tablet from Claud 3 GitHub Copilot 1 1,693 tok
theYahia/dadata-mcp npmjs.com MCP server for DaData — address validation, company lookup, geocoding (Russia) 3 Claude Code 7
thehesiod/costco-mcp MCP server for Costco warehouse receipts and online orders (multi-account, Azure AD B2C au 3 Claude Code 1 2,043 tok
ckorhonen/swe-skills cdd.dev Claude Code skills for on-demand engineering work — PR risk review, repo introspection, au 3 Claude Code, Codex, OpenCode 2 548 tok
jposluns/cleanlanguage cleanlanguage.ai A free cross-platform editorial standard for AI writing. 3 Claude Code 2 288 tok
SecretRichGarden/openAlex-mcp openAlex MCP tools 3 Claude Code, Codex 4
Sjrazaviebra/le-cabinet Neuf roles IA en droit, fiscalite, financement et patrimoine francais. Entreprise et vie p 3 Codex, OpenCode 1 1,466 tok
athitupakan/garmin-dev-skills Claude Code skill for building, running & packaging Garmin Connect IQ apps on Windows/macO 3 Claude Code 1 1,471 tok
Cailiang/AgentDock Beginner-friendly desktop hub for AI coding clients, providers, Skills, and MCP 3 Codex, OpenCode 1 287 tok
karellen/karellen-lsp-mcp MCP server bridging LLMs to LSP servers for structured code intelligence — definitions, re 3 Claude Code 1 1,637 tok
bzantium/meta-harness The harness that builds harnesses 3 Claude Code 1
2389-research/xtool 2389-research.github.io Xcode-free iOS development with xtool - build SwiftPM apps on Linux, Windows, and macOS wi 3 Claude Code 1 525 tok
CoffeeCheese/easy-prd-testing PRD- and prototype-driven automated testing Skills for AI coding tools such as Codex and C 3 Codex, OpenCode 1 620 tok
PhilRobinluo/ai-coevolution-skills Reusable capability packs for human-AI co-evolution in real work 3 Codex, OpenCode 1 754 tok
smileynet/teach-me Learn any topic through AI-generated lessons, diagrams, quizzes, and spaced repetition. 3 Claude Code, Codex, Kiro, OpenCode 5 12,595 tok
ssheleg/make-skill skills.sshlg.me Create, audit, package, validate, and publish Agent Skills and Claude Code plugins across 3 Codex, OpenCode 1 27 tok
xusnitdinov/uzbek-humanizer npmjs.com uzbek-humanizer - Agent Skill that makes AI sound like it actually speaks Uzbek (Latin) 3 Codex, OpenCode 1 939 tok
DivyeshJayswal/minimalist Makes AI agent produce less code, fewer unnecessary steps, fewer tokens spent for the same 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,590 tok
tonydzi/claw-consensus Run AI agents across machines without state drift: consensus protocol (propose/counter/acc 3 Codex, OpenCode 1 979 tok
benelser/imessage-tools iMessage plugin for Claude Code and OpenAI Codex CLI — read, search, and send messages fro 3 Claude Code 1 48 tok
6Kmfi6HP/avoid-overkill Reduce defensive programming issues in GPT-5.6 models — keep engineering & paper writing p 3 Codex, OpenCode 1 125 tok
alifanov/darkflow AI workflow installer: 5-layer docs structure + GitHub Issues triage loop for Claude Code 3 Claude Code, Codex, OpenCode 3 1,573 tok
Kodaxadev/Task-Anchor-MCP kodaxa.dev ADHD executive function enforcement for Claude Desktop. An MCP server with task locking, d 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,561 tok
mcleo-d/openclaw-pi-oss Hardened Raspberry Pi 5 deployment of OpenClaw (self-hosted AI agent gateway) with Ollama 3 Codex, OpenCode 1 2,216 tok
adityak74/learn-anything-24h A Claude Code / Codex skill that turns any complex topic into a 24-hour active-learning sp 3 Claude Code 1
designservice/lazy-english-reader.skill Turn English books into Chinese translations with one click + Obsidian chapter study notes 3 Codex, Gemini CLI, OpenCode 2 172 tok
Ideaplaces/agent-inbox Native Mac notifications for every Claude Code session that finishes or needs you — across 3 Claude Code 1 5,701 tok
Aaryan-Kapoor/degreeworks-cli Read-only DegreeWorks CLI that lets an AI agent build your exact KSU semester schedule — r 3 Claude Code, Codex, OpenCode 3 3,984 tok
aocampol/GxGenie-MCP MCP server for GeneXus 17 / 18 knowledge bases — read, modify and build objects from Claud 3 Claude Code 1 6,819 tok
rsml/tutor rossmiller.dev AI-generated adaptive books that rewrite themselves as you learn. Hexagonal TypeScript wit 3 Claude Code 5 2,673 tok
IvanMurzak/ai-game-dev-plugin ai-game.dev Claude Code plugins for AI game development — Unreal, Unity & Godot. Let Claude create a p 3 Codex, OpenCode 1 837 tok
jackjin1997/redpress The Xiaohongshu publishing press—drafts in, finished image-and-text posts out. Claude Code 3 Claude Code 2 939 tok
kw1jjang/academic-homepage-cv-sync One YAML source of truth for an academic homepage (Jekyll/GitHub Pages) and a LaTeX CV, so 3 Claude Code, Codex, OpenCode 2 3,609 tok
dmmdea/offload-harness Delegate summarize/classify/extract/triage to a FREE local Gemma-4 cascade via llama.cpp. 3 Claude Code, Codex, OpenCode 2 4,863 tok
MGrin/bb-plugin-system Live system overview inside bb — CPU, memory, disk and top processes as a panel, homepage 3 Claude Code, Codex, OpenCode 2 795 tok
dop-amine/tmux-claude-status dop-amine.github.io Per-window tmux tab badges for Claude Code sessions: working, blocked on you, background s 3 Claude Code 1
nguyenvanphituoc/shapeup-sdlc-plugin Shape Up for coding agents — with gates the agent can't talk its way past. A Claude Code p 3 Claude Code, Codex, OpenCode 3 4,400 tok
Autodesk/claude-browser-test-skills A Claude Code plugin: an E2E browser-test skill pipeline (author, refine, compile, and run 3 Claude Code 1 694 tok
wei-wei-hu/life-designer-pro linkedin.com AI life-design coach for Claude Code and Codex. Find the question under your career and li 3 Claude Code, Codex, OpenCode 2 267 tok
chahat1709/professional-game-developer.skill Universal Professional Game Developer skill for coding agents — Unreal, Unity, Godot, Robl 3 Claude Code, Codex, OpenCode 2 307 tok
the-sid-dani/second-brain-os PARA second-brain OS for Claude Code — fork, /bootstrap, done. 3 Claude Code, Codex, OpenCode 43 3,401 tok
IsaacEryn/humanizer-ko A Claude Code agent skill that removes signs of AI-generated writing from Korean text. Det 3 Claude Code, Codex, OpenCode 2 949 tok
samuelpatro/.claude Personal Claude Code configuration — hooks, statusline, settings, and plugins 3 Claude Code 2 618 tok
softspark/jira-mcp softspark.eu Model Context Protocol server for Jira - lets Claude and other AI clients read, update, an 3 Claude Code 1 2,912 tok
sukoji/loadout npmjs.com 🎯 Loadout — profile your project and gear up Claude Code with the right skills, MCP serve 3 Claude Code, Codex, OpenCode 6 791 tok
conorbronsdon/repo-audit chainofthought.show Audit a repo before it goes public: does the README match the code, and is anything it cal 3 Codex, OpenCode 1 807 tok
tony/skills Language-agnostic AI workflow plugins for Claude Code and Codex. Every workflow is a skill 3 Claude Code, Codex, Gemini CLI, OpenCode 3 7,013 tok
hackingyseguridad/IA hackingyseguridad.com IA aplicada a la detección de vulnerabilidades y hacking (Offensive AI) 3 Claude Code 14 1,751 tok