How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
storybook-astro/storybook-astro storybook-astro.org 63 Claude Code, Codex, OpenCode 8 5,548 tok
Osteoporosis/luna-chat-coder Agent Skill and repository template for end-to-end software development entirely inside or 63 Codex, OpenCode 1 193 tok
timpara/opencode-academic-research OpenCode port of academic-research-skills: 4 skills, 13 slash commands, 38-agent pipeline 63 Claude Code, Codex, OpenCode 21 1,648 tok
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 63 Claude Code, Codex, OpenCode 3 1,051 tok
bman654/clodex Bridge Claude Code to OpenAI models — OpenAI API key or ChatGPT/Codex-plan OAuth 63 Claude Code, Codex, OpenCode 4 3,713 tok
theam/facility facility.theagilemonkeys.com Scalable, Observable and Governed AI SDLC Platform. 63 Claude Code, Codex, OpenCode 2 860 tok
galleonlabs/hypergrok-trading-desk botdirectory.ai Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skil 63 Codex, OpenCode 1 455 tok
pawcoding/astro-loader-pocketbase npmjs.com A content loader for Astro that uses the PocketBase API 63 Codex, OpenCode 1 1,105 tok
crisandrews/ClawCode Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messagi 62 Claude Code, Codex, OpenCode 1 2,234 tok
dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri 62 Claude Code, Codex, OpenCode 2 14,915 tok
chiruu12/OSS-Skills 15 executable skills that walk you through your first open source contribution. Works in C 62 Claude Code, Codex, OpenCode 2 2,191 tok
eddmann/garmin-connect-mcp MCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sle 62 Claude Code, Codex, OpenCode 2 47 tok
mochow13/keen-code mochow13.github.io A context-aware terminal-based coding agent written in Go. Supports multiple-providers, MC 62 Claude Code, Codex, OpenCode 3 292 tok
BENZEMA216/awesome-weread A curated selection of derivative projects based on WeRead's official Agent Skill (release 62 Codex, OpenCode 1 1,763 tok
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 62 Claude Code, Codex, OpenCode 11 22,658 tok
joby-aviation/noodles.gl noodles.gl A node-based environment for creating bespoke map visuals and animations 62 Claude Code, Codex, OpenCode 2 7,998 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 62 Claude Code, Codex, OpenCode 31 265 tok
elzobrito/ESAA-Core ESAA combina Event Sourcing, projeção determinística e políticas fail-closed para transfor 62 Codex, OpenCode 1 1,058 tok
theo-kirby/cadex an amalgamation of Blender and FreeCAD, driven by an agentic harness 62 Claude Code, Codex, OpenCode 8 7,319 tok
drpwchen/paper-fetch drpwchen.com Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your 62 Codex, OpenCode 1 2,934 tok
papadanku/CShade papadanku.github.io Image and video processing shaders for ReShade. 62 Codex, OpenCode 1 375 tok
nagi-studio/nagi-bench bench.nagi.fun One-shot LLM eval cases by NAGI STUDIO - same prompt, different agents (model + harness), 62 Codex, OpenCode 1 2,358 tok
DominikTobureto/awesome-grok-build Grok Build resources, reusable .grok/skills, AGENTS.md templates, hooks, prompts, and star 62 Codex, OpenCode 1 999 tok
fastagent-sh/fastagent fastagent.sh Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app 62 Codex, OpenCode 1 6,778 tok
laravel/package-skeleton Skeleton for Laravel packages 62 Claude Code, Codex, OpenCode 7 556 tok
RYOITABASHI/Shelly AI-powered chat-first terminal IDE for Android. Built entirely on a phone, by someone who 62 Claude Code, Codex, Gemini CLI, OpenCode 3 11,157 tok
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 62 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok
smfworks/hermes-ai-team smfclearinghouse.com Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, 62 Codex, OpenCode 1 790 tok
chujian66688/Tuling-Ai An enterprise-grade AI assistant system based on RAG (retrieval-augmented generation) and 62 Codex, OpenCode 4 1,696 tok
TGYD-helige/pi Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callabl 62 Claude Code, Codex, OpenCode 2 4,426 tok
letmeow/spark-arc-studio An autonomous multi-agent IDE for screenplays🎮 & novels📖. One-click to share web perform 62 Claude Code, Codex, OpenCode 2 14,041 tok
productdevbook/shadcn-htmx shadcn-htmx.productdevbook.com shadcn-style UI components for htmx v4 + Tailwind v4 — 82 web-standards components in 5 fl 62 Codex, OpenCode 1 2,254 tok
last9/last9-mcp-server last9.io Last9 MCP Server 62 Claude Code, Codex, OpenCode 2 4,139 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 62 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
snyk/studio-recipes A collection of Snyk Studio suggested Rules, Commands, Hooks, and Directives 62 Claude Code, Codex, OpenCode 2 22 tok
laguagu/claude-code-nextjs-skills Claude Code skills for AI apps • Next.js 16 • AI SDK 7 • pgvector • bun 62 Claude Code, Codex, OpenCode 2 90 tok
ahonn/dotfiles 💎 My vim/neovim, claude code, nix, git, and tmux configuration files 62 Claude Code, Codex, OpenCode 44 1,065 tok
mhernesniemi/hoikka hoikka.dev E-commerce gear for SvelteKit 62 Claude Code, Codex, OpenCode 2 1,510 tok
preloop/preloop preloop.ai The open-source AI agent control plane: MCP firewall, model gateway with budgets, human ap 61 Claude Code, Codex, OpenCode 2 1,303 tok
nozomio-labs/nia-rules-for-agents trynia.ai This repository provides pre-configured rules that teach AI coding agents how to effective 61 Claude Code, Codex 3
NakaokaRei/swift-mcp-gui MCP server that can execute commands such as keyboard input and mouse movement on macOS 61 Claude Code, Codex, OpenCode 3 727 tok
HuTa0kj/vetix Vetix — Automated scanning, identification, and assessment of SKILL security risks. 61 Codex, OpenCode 1 920 tok
kimlawtech/korean-contracts speciai.kr Automatic contract generation Claude Code skill for Korean businesses. 9 types of contract 61 Codex, OpenCode 1 1,500 tok
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 61 Claude Code, Codex, OpenCode 18 675 tok
bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server 61 Claude Code, Codex, Cursor, OpenCode 5 1,009 tok
rnett/gradle-mcp gradle-mcp.rnett.dev A comprehensive MCP server for Gradle. 61 Claude Code, Codex, OpenCode 2 884 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 61 Claude Code, Codex, OpenCode 2 1,412 tok
KiryuuLight/zellij-attention Zellij plugin that adds notification icons to tab names when panes need attention. Designe 61 Claude Code, Codex, OpenCode 2 615 tok
michalzubkowicz/nixos-management-skill AI Agent Skills for NixOS generated from docs and websites with best practices 61 Claude Code, Codex, OpenCode 1 390 tok
jlrouzies-fr/doom64-rt Doom 64 Ray Tracing 61 Codex, OpenCode 1 25,839 tok