How real projects configure their agents

23,280 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
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
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
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
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
ScottRBK/forgetful Opensource Memory for Agents 299 Claude Code, Codex, Gemini CLI, OpenCode 3 411 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
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
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
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
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
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
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 296 Codex, GitHub Copilot, Kiro, OpenCode 3 9,511 tok
ling-kong-ran/pisper pisper.cc Multi-agent app for parallel sessions, tools, memory, workflows, desktop, terminal, and mo 296 Codex, OpenCode 1 4,657 tok
neon-solutions/add-mcp add-mcp.com The open MCP config tool - npx add-mcp 296 Claude Code, Codex, OpenCode 2 632 tok
Cecilapp/Cecil cecil.app A simple and powerful content-driven static site generator. 295 Codex, GitHub Copilot, OpenCode 3 1,074 tok
prisma/language-tools marketplace.visualstudio.com 🌐 Prisma Language Tools = Language Server and Prisma's VS Code extension. 295 Claude Code, Codex, OpenCode 2 807 tok
microsoft/Build-CLI build.microsoft.com Experience Microsoft Build, directly from your terminal, with GitHub Copilot CLI and the M 295 Claude Code, Codex, OpenCode 1 946 tok
CounterpartyXCP/counterparty-core counterparty.io Counterparty Protocol Reference Implementation 295 Codex, OpenCode 1 279 tok
Rudra-ravi/wikipedia-mcp pypi.org A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide 295 Codex, OpenCode 1 119 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 295 Claude Code, Codex, OpenCode 9 5,426 tok
daydreamlive/DEMON daydreamlive.github.io DEMON: Diffusion Engine for Musical Orchestrated Noise 295 Claude Code, Codex, OpenCode 2 1,353 tok
pskoett/pskoett-ai-skills Skills for AI agents 295 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,836 tok
Dicklesworthstone/ultimate_bug_scanner Static analysis tool that catches 1000+ bug patterns across all popular programming langua 295 Claude Code, Codex, OpenCode 3 9,306 tok
PlamenTSV/plamen Autonomous Web3 security audit agent for Claude Code 295 Claude Code, Codex 1 1,396 tok
SAP/fundamental-ngx sap.github.io Fundamental Library for Angular is SAP Design System Angular component library 294 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 19 5,994 tok
ufo5260987423/scheme-langserver Scheme language server 294 Codex, OpenCode 1 8,773 tok
xiaotonng/pikiloom xiaotonng.github.io Put the world's smartest AI agents & plugins in your pocket 294 Claude Code, Codex, OpenCode 2 1,624 tok
asdecided/core asdecided.com Native deterministic engine and read-only MCP server for engineering decisions. 294 Claude Code, Codex, GitHub Copilot, OpenCode 8 10,859 tok
wordflowlab/article-writer A tool for writing WeChat Official Account articles using Claude Code, Cursor, Codex, and 294 Claude Code, Codex, OpenCode 2 286 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 294 Claude Code, Codex, OpenCode 6 39,475 tok
huggingface/hf-mcp-server huggingface.co Hugging Face MCP Server 294 Codex, OpenCode 1 673 tok
aashaexo/soundshuman 294 Codex, OpenCode 1 499 tok
photon-hq/cli npmjs.com Use Photon in your terminal 293 Claude Code, Codex, OpenCode 2 1,482 tok
rhel-lightspeed/linux-mcp-server Tools to allow LLM clients to interact with Linux systems remotely 293 Codex, OpenCode 1 543 tok