How real projects configure their agents

43,547 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
sleuth-io/sx sleuth-io.github.io Skill sharing made easy 302 Claude Code 1 736 tok
TornLux/UnrealBridge Typed control surface for Unreal Engine that lets AI agents introspect assets, author Blue 302 Claude Code 2 3,525 tok
Sisyphe42/ReignsAgent reigns-agent-creator-web.vercel.app Creator, simulation reviewer, and portable player toolchain for binary-choice card narrati 302 Claude Code, Codex, Cursor, OpenCode 24 2,277 tok
kyleturman/home-dashboard A home weather dashboard for e-ink displays 301 Claude Code, Codex, OpenCode 2 1,008 tok
utilForever/CubbyFlow cubbyflow.github.io Voxel-based fluid simulation engine for computer games 301 Codex, OpenCode 1 4,114 tok
RunanywhereAI/on-device-browser-agent On-device AI browser automation using WebLLM. No cloud, no API keys, fully private. 301 Claude Code, Codex, OpenCode 2 2,697 tok
AtomFlow-AI/MoleCode arxiv.org Molecode presents molecules as code and enables LLMs to operate and reason on chemistry di 301 Claude Code, Codex, OpenCode 2 847 tok
modu-ai/moai-cowork cowork.mo.ai.kr A Korean practical AI coworker family for non-developers — get started in Claude Cowork·Ch 301 Codex, OpenCode 1 3,222 tok
gongnyang/bookforge One-line topic → commercial-grade Korean ebook PDF. An agent skill for Claude Code and Cod 301 Codex, OpenCode 1 442 tok
ucsandman/DashClaw dashclaw.io Remote approvals, policy checks, and execution evidence for unattended AI agents. 301 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 10,148 tok
jaytel0/taste taste.jaytel.com Taste skill creation pipeline 301 Claude Code, Codex, OpenCode 2 734 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 301 Claude Code, Codex, Gemini CLI, OpenCode 2 2,500 tok
Othmane-Khadri/YALC-the-GTM-operating-system yalc.ai YALC 1.0, the open-source Clay alternative. MIT, CLI-first, self-hosted, runs in Claude Co 301 Claude Code 63 2,646 tok
jchultarsky/mirador crates.io An opinionated personal dashboard for your terminal — world clocks, calendar and agenda, w 301 Claude Code 1 35,105 tok
AaravKashyap12/advise-project-approach A portable project-planning skill for Codex, Claude Code, pi, Hermes, and Agent Skills-com 301 Claude Code, Codex, OpenCode 2 961 tok
gendigitalinc/sage ai.gendigital.com Lightweight Agent Detection & Response (ADR) layer for AI agents — guards commands, files, 301 Claude Code 1 2,840 tok
thewaltero/mythos-router mythosrouter.com The leaked Anthropic reasoning protocol. Running locally. Zero-drift coding with Strict Wr 300 Codex, OpenCode 1 2,232 tok
lbx154/Argus A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, lea 300 Claude Code, Codex, GitHub Copilot 2 616 tok
semgrep/skills semgrep.dev A collection of skills for AI coding agents from Semgrep 300 Claude Code, Codex, OpenCode 2 1,020 tok
kenzok8/openwrt-clashoo A simple, stable, out-of-the-box LuCI proxy application based on mihomo and sing-box 300 Claude Code, Codex 1
niaka3dayo/agent-skills-vrc-udon Skills, rules, and validation hooks that teach AI coding agents to generate correct UdonSh 300 Claude Code 4 3,415 tok
jin-bo/agentao An Eastern-philosophy-inspired CLI agent harness for personal research and data analysis a 300 Claude Code 1 10,302 tok
coleam00/remote-mcp-server-with-auth Template for a remote MCP server with GitHub OAuth - following best practices for building 299 Claude Code 1 5,279 tok
jlevy/simple-modern-uv A powerful, minimal agent skill and template for modern Python projects with uv 299 Claude Code, Codex, OpenCode 5 765 tok
zipxing/rust_pixel Tile-first. Retro-ready. Write Once, Run Anywhere—2D Engine! 299 Claude Code 1
ScottRBK/forgetful Opensource Memory for Agents 299 Claude Code, Codex, Gemini CLI, OpenCode 3 411 tok
fivetaku/cc101 cc101.axwith.com Claude Code Korean Beginner Guide | Korean Beginner Guide for Claude Code 299 Claude Code 1 1,173 tok
zhaihao118/Micro-Drama-Skills An AI-driven end-to-end short-drama production automation system. Uses Claude Skills to im 299 Claude Code 4
mzxrai/mcp-webresearch MCP web research server (give Claude real-time info from the web) 299 Cursor 1 62 tok
joeseesun/qiaomu-blog-opensource Open-source Cloudflare blog template based on OpenNext, Next.js 16, D1, and R2 299 GitHub Copilot 1 1,073 tok
samwillis/solidtype A parametric CAD application built on ElectricSQL, Tanstack DB and Durable Streams 298 Codex, OpenCode 1 3,174 tok
monarchjuno/vibe-investing Vibe Investing Skill Library 298 Codex, OpenCode 1 319 tok
ai-analyst-lab/ai-analyst AI Product Analyst — Claude Code-powered data analysis toolkit 298 Claude Code 3 2,069 tok
Unagi-cq/cdp-bridge-mcp MCP server that bridges clients to a real browser through CDP and a companion extension. 298 Claude Code 1 874 tok
myICOR/myPKA myicor.com AI-powered Personal Knowledge Assistance in a folder. Built on the ICOR methodology. Plain 298 Claude Code, Codex, OpenCode 8 6,334 tok
mcneel/RhinoAI mcneel.github.io AI features for Rhino 298 Claude Code, Codex, OpenCode 3 439 tok
comonicon/Comonicon.jl comonicon.org Your best CLI generator in JuliaLang 298 Codex, OpenCode 1 840 tok
abersheeran/kui kui.aber.sh An easy-to-use web framework. Supports both WSGI and ASGI modes. Gevent or asyncio, this i 297 Claude Code, Codex, OpenCode 2 120 tok
SmythOS/smythos-studio smythos.com SmythOS Studio: Open-Source Visual AI Agent Builder and deployable runtime stack from Smyt 297 Cursor 1 255 tok
echelon-ai-labs/servicenow-mcp MCP Server for ServiceNow 297 Cursor 1 660 tok
JSONbored/awesome-claude heyclau.de HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets 297 Claude Code, Codex, OpenCode 2 1,458 tok
newideas99/ultra-fast-image-gen 2-8B parameter image gen that actually runs fast on your Mac. 14 seconds. No cloud. No GPU 297 OpenCode 1
u-ichi/reviewable-html-workbench Claude Code / Codex CLI plugin for generating reviewable HTML documents with preview, inli 297 Claude Code, Codex, OpenCode 3 1,075 tok
runtm-ai/runtm runtm.com Open-source sandboxes where coding agents build and deploy. Spin up isolated environments 297 Claude Code 1 1,217 tok
Aperivue/medsci-skills aperivue.com Agent Skills for medical research — literature search, reporting-guideline & citation chec 297 Claude Code 1 508 tok
geekjourneyx/obsidian-md2wechat md2wechat.cn 📝 Obsidian → WeChat | One-click formatting and publishing from an Obsidian plugin to WeCh 297 Codex, OpenCode 1 520 tok
hsingjui/ContextWeaver ContextWeaver is a tool based on the MCP protocol that uses Tree-sitter and vector search 297 Claude Code, Codex, OpenCode 10 856 tok
Arkya-AI/claude-context-os arkya.ai A complete operating system for Claude that prevents context loss and makes multi-session 296 Claude Code 4 687 tok
PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo 296 Claude Code, Codex, OpenCode 13 374 tok
sgl-project/rbg rolebasedgroup.github.io A workload for deploying LLM inference services on Kubernetes 296 Claude Code 1