How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
brave/brave-search-skills api.search.brave.com Official skills for using Brave Search API with AI coding agents. 176 Codex, OpenCode 1 789 tok
nwiizo/nippo crates.io Daily report management repository. 176 Claude Code, Codex, OpenCode 2 423 tok
magnus919/hermes-profiles Curated Hermes Agent profiles for specialist swarms — opinionated, Hermes-optimized, artif 176 Codex, OpenCode 1 798 tok
step-security/dev-machine-guard stepsecurity.io Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages 175 Codex, OpenCode 1 11,386 tok
damiansire/web-worker-patterns An interactive platform demonstrating advanced Web Worker patterns and architectural strat 175 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,550 tok
mitchdenny/hex1b hex1b.dev The .NET Terminal Application Stack 175 Claude Code, Codex, OpenCode 10 3,232 tok
Khalilzhang0825/boring-is-all-you-need Boring Is All You Need: a Codex Desktop workflow replacement with transactional migration, 175 Codex, OpenCode 1 422 tok
Kilo-Org/kilo-marketplace Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI 175 Codex, OpenCode 1 788 tok
Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin 175 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,410 tok
github/gh-aw-mcpg Github Agentic Workflows MCP Gateway 175 Claude Code, Codex, OpenCode 3 7,955 tok
cloudQuant/backtrader backtrader.readthedocs.io High-performance Python backtesting & live-trading framework: 45%+ faster than upstream, 5 175 Claude Code, Codex, OpenCode 2 7,272 tok
lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. 175 Claude Code, Codex, Gemini CLI, OpenCode 3 5,820 tok
nikolai-vysotskyi/trace-mcp trace-mcp.com Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input 175 Claude Code, Codex, OpenCode 2 5,632 tok
QuentinCody/interlinked-cli The harness for your harness. Local hooks, taste enforcement, and developer observability 175 Claude Code, Codex, OpenCode 2 22,056 tok
tensorlakeai/tensorlake-skills Coding agent skill for Tensorlake. Routes Claude Code, OpenAI Codex, and other AI agents t 174 Codex, OpenCode 1 851 tok
andylow92/file-system-brain-mcp Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + 174 Codex, OpenCode 1 7,154 tok
resend/resend-skills Agent Skills for working with Resend to send and receive emails. 174 Claude Code, Codex, OpenCode 2 174 tok
ralcorta/arcasdk afipts.com SDK para los Web Services de AFIP 174 Codex, OpenCode 1 1,079 tok
Kpa-clawbot/CoreScope MeshCore mesh network analyzer — live packet visualization, VCR replay, channel decryption 174 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,204 tok
Lulzx/cuda-metal CUDA compiler and runtime for Apple Silicon 174 Codex, OpenCode 1 1,077 tok
kky42/codex-as-mcp Convert codex CLI tool to an MCP — unleash the power of GPT-5 174 Claude Code, Codex, OpenCode 2 809 tok
kdroidFilter/Zayit zayitapp.com Zayit is a free app to read, search, and explore Jewish study texts. Built for study: fast 173 Claude Code, Codex, OpenCode 2 2,964 tok
unnecessary-special-projects/ghist Task management that lives in your repo 173 Claude Code, Codex, OpenCode 4 738 tok
ston-fi/ton-rs Rust libraries for working with the TON blockchain: cells, TLB, addresses, wallets, contra 173 Codex, OpenCode 1 764 tok
Coding-Dev-Tools/engraphis engraphis.com Local-first, inspectable memory for coding agents: durable context across sessions and rep 173 Claude Code, Codex, OpenCode 2 6,029 tok
ma2za/python-substack ma2za.github.io Write and safely manage Substack drafts from Markdown with Python, CLI, and MCP. 173 Codex, Gemini CLI, OpenCode 4 814 tok
qqzhangyanhua/learn-opencode-agent book.zyh.lol A tutorial on learning and practicing with the OpenCode AI Coding Agent, covering Agents, 173 Claude Code, Codex, OpenCode 2 3,973 tok
dredozubov/hazmat Containment for AI agents - user isolation, sandboxed execution, network controls, backup/ 173 Claude Code, Codex, OpenCode 2 4,274 tok
erduo1998-cell/ip-strategist An open-source skill that turns any AI agent into a personal branding strategist · distill 173 Codex, OpenCode 1 1,280 tok
xindoo/sumeru Xumi Writing, a SKILL focused on writing long-form novels. 172 Claude Code, Codex, OpenCode 2 3,881 tok
contentful/contentful-export This tool allows you to export a Contentful space to a JSON dump 172 Codex, OpenCode 1 1,177 tok
lincwang123-bot/moonlit-stories Reusable AI English picture-book workflow with consistent illustrations and local Chatterb 172 Codex, OpenCode 1 435 tok
Hmbown/Hegelion hegelion-web.pages.dev Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis) 172 Claude Code, Codex, OpenCode 3 1,804 tok
marimo-team/skills skills for coding agents related to marimo 172 Claude Code, Codex, OpenCode 2 155 tok
Yesterday-AI/paperclip-plugin-company-wizard npmjs.com Bootstrap AI agent companies from modular templates. 172 Claude Code, Codex, OpenCode 2 3,783 tok
sendaifun/solana-new solana.new think. build. ship. tasteful & useful crypto apps. using a curated skills + knowledge base 172 Claude Code, Codex, OpenCode 2 1,642 tok
PsiACE/skills skills.psiace.me A small, shared skill library by builders, for builders. 172 Codex, OpenCode 1 88 tok
integromat/make-mcp-server Make MCP Server 172 Claude Code, Codex, OpenCode 2 913 tok
nuxt-modules/mcp-toolkit mcp-toolkit.nuxt.dev Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts 172 Codex, OpenCode 1 8,961 tok
devlint/GitWand gitwand.app The Git client that actually resolves conflicts: 8 deterministic patterns auto-resolve the 172 Claude Code, Codex, OpenCode 13 3,437 tok
Byndyusoft/aact CLI and library for validating, analyzing, and generating the architecture of microservice 172 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,408 tok
dylanroscover/Embody embody.tools MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable 172 Claude Code, Codex, OpenCode 28 4,791 tok
ilindaniel/ponytail-lite Stop agents from over-engineering. Inspired by Ponytail, but without the plugin madness. J 172 Codex, OpenCode 1 559 tok
Cuongyd196/auto-compare-video facebook.com 🎬 Tạo video "so sánh kiến thức" ngắn tự động — HyperFrames + AI voice, 1 template nhiều c 172 Claude Code, Codex, OpenCode 2 3,428 tok
Ingar30/reviewer 172 Codex, OpenCode 2 1,224 tok
lfnovo/content-core Extract what matters from any media source 172 Claude Code, Codex, OpenCode 2 3,028 tok
vercel-labs/konsistent CLI tool that enforces structural conventions in TypeScript codebases. 172 Claude Code, Codex, OpenCode 4 495 tok
smnandre/symfony-ux-skills ux.symfony.com Symfony UX skills for Claude, Gemini, Codex, ... Live Component, Twig Component, Turbo, St 171 Claude Code, Codex, Gemini CLI, OpenCode 3 1,146 tok
idaibin/rustzen-admin admin.rustzen.dev A structured monorepo for Rust full-stack admin systems, with an Axum backend, React front 171 Codex, OpenCode 1 662 tok
tasmirz/jagoo-bahee 171 Claude Code, Codex, OpenCode 2 10,260 tok