How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
liamqma/sanmou-yanwu sanmou-yanwu.pages.dev 20 Claude Code, Codex, OpenCode 10 416 tok
mullionlabs/mullion-ts mullion-demo-helpdesk.vercel.app Type-safe LLM context management for TypeScript 20 Claude Code, Codex, OpenCode 2 4,227 tok
frostney/GocciaScript A drop of JavaScript — a JavaScript engine and sandbox-first ECMAScript runtime implemente 20 Claude Code, Codex, OpenCode 28 1,406 tok
B3Pay/ic-reactor ic-reactor.b3pay.net IC-Reactor: A suite of JavaScript libraries for seamless frontend development on the Inter 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,164 tok
Pipelex/cocode Cocode is the friend of your code, it is a powerful command-line tool for analyzing and pr 20 Claude Code 2 355 tok
jianxcao/qbittorrent-web A modern, feature-rich web interface for qBittorrent client management 20 Claude Code, Codex, OpenCode 4 1,999 tok
nguyenvanduocit/research-kit 💫 Toolkit to help you get started with Spec-Driven Research 20 Claude Code, Codex, OpenCode 2 6,040 tok
GermanDZ/ai-guided-project A template to init other projects to be developed using AI agents 20 Claude Code, Codex, OpenCode 2 2,162 tok
footprintjs/footPrint footprintjs.github.io The flowchart pattern for backend code — self-explainable systems that AI can reason about 20 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 18,298 tok
unicorn-plugins/npd A plugin that supports the entire process of planning, designing, developing, and deployin 20 Claude Code, Codex, OpenCode 3 241 tok
DiegoFleitas/letterboxd-movie-justwatch movie-justwatch.fly.dev Scan a Letterboxd watchlist and see what's streaming in your country. Without JustWatch re 20 Claude Code, Codex, OpenCode 3 4,360 tok
OrionUE/Orion_FreeEdition orionue.com 20 Claude Code, Codex, OpenCode 60 982 tok
T-Auto/CAC-final-test Benchmark for Evaluating the Performance of Natural Language Models and Agents / Benchmark 20 Claude Code, Codex, OpenCode 4 2,001 tok
jumppad-labs/spektacular spektacular.dev Spec-driven development for AI coding agents. Spektacular helps you to generate specificat 20 Claude Code, Codex, OpenCode 3 3,022 tok
analyticalmonk/explain-this An agentic skills framework for creating interactive HTML explainers for a topic, document 20 Claude Code, Codex, OpenCode 2 2,005 tok
martinemde/skillet 🍳 Run SKILLs as Shell Scripts. Cook with Claude without the mess. 20 Claude Code, Codex, OpenCode 2 1,013 tok
seite-sh/seite seite.sh AI-native static site generator — MCP server, Claude Code integration, sub-second Rust bui 20 Claude Code 2 1,733 tok
mshadmanrahman/pm-pilot Product management skills for Claude Code. 8 plugins, 35 skills, one-line install. Custome 20 Claude Code, Codex, OpenCode 2 1,203 tok
jghiringhelli/codeseeker MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot 20 Claude Code 1 42 tok
agntcms/agntcms agntcms.com Agentic headless cms. Built on Next.js. Powered by Claude. Owned by you. 20 Claude Code 6 2,511 tok
whyiyhw/seek seek.whyiyhw.com Not just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, 20 Claude Code, Codex, OpenCode 2 9,968 tok
cagatayuncu/marketing-machine Claim-provenance and brand-compliance harness for marketing content: scans your codebase f 20 Claude Code 1 623 tok
jcmrs/claude-visual-style-guide jcmrs.github.io Personal Visual Style Guide for Claude Artifacts & Applications 20 Claude Code 1 2,595 tok
lebek/modmixer modmixer.com Mod your favourite games without writing code. Modmixer is a desktop app that decompiles/i 20 Claude Code 4
Daily-AC/omnireach Search & read the login-walled Chinese internet for your AI agent — WeChat Official Accoun 20 Claude Code 1 11,688 tok
GobbyAI/gobby The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon 20 Claude Code, Codex, Gemini CLI, OpenCode 3 10,800 tok
pariyar07/ariadne satyampariyar.com Open-source agent skills for building scope-safe Markdown knowledge vaults with determinis 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,921 tok
phenomenoner/neoapi-skill Fubon Neo Python skill package: trading and market data workflows, test environment integr 20 Claude Code, Codex, Gemini CLI, OpenCode 3 2,425 tok
ya5huk/findash An Israeli Claude Finance Plugin 20 Claude Code, Codex, OpenCode 3 5,865 tok
aldegad/safedeps npmjs.com Dependency safety gate for Claude Code & Codex CLI — OSV pre-approval, npm lockfile-closur 20 Claude Code, Codex, OpenCode 2 4,254 tok
sordi-ai/skill-everything Git-versioned agent memory: agents that never make the same mistake twice. Anthropic-Skill 20 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,060 tok
goldspanlabs/optopsy-mcp Rust-based rewrite of Optopsy: An options backtesting engine exposed via Model Context Pro 20 Claude Code, GitHub Copilot 2 8,111 tok
aptos-labs/aptos-agent-skills AI skills for building secure, modern Aptos dApps — Move contracts, TypeScript SDK, and fr 20 Claude Code 1 2,840 tok
kagent-dev/website kagent.dev kagent and kMCP website and documentation | Join Discord: https://bit.ly/kagentdiscord 20 Claude Code, Codex, OpenCode 2 159 tok
stemma-sh/stemma stemma.sh Local-first DOCX editing for agents and automation, with native Microsoft Word tracked cha 20 Claude Code 1 518 tok
Brainwires/rullama-framework brainwires.dev A modular framework for building complete AI solutions. It's mostly a Rust framework with 20 Claude Code, Codex, OpenCode 5 1,887 tok
MiguelTVMS/tplink-omada-mcp hub.docker.com MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the informa 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,435 tok
DanielHashmi/Q4_learning This repository serves as the comprehensive workspace for Quarter 4-5 academic endeavors, 20 Claude Code 1
rhofkens/business-idea-multi-agent A multi-agent system that generates and evaluates business ideas 20 Claude Code 3 100 tok
ma-pony/deepspider AI-native web scraping and JavaScript reverse-engineering platform powered by DSH, Patchri 20 Claude Code 1 803 tok
linshidream/skill-hub A general-purpose Skill Hub for multi-Agent systems, enterprise self-hosted Agents, and se 20 Claude Code, Codex, OpenCode 2 1,505 tok
acedergren/oci-agent-skills Oracle Cloud Infrastructure operations plugin with intelligent agent skills for managing c 20 Claude Code, Codex, OpenCode 2 1,008 tok
marlinjai/email-mcp Unified MCP server for email access across Gmail, Outlook, iCloud, and IMAP 20 Claude Code 1
volomydyr/design-engineer-plugin volomydyr.com A plugin for Claude Code that walks you through building a product, start to finish. Think 20 Claude Code 1 17,303 tok
sapiom/sapiom-js TypeScript / Node libraries 20 Claude Code 4
DataZooDE/erpl-adt erpl.io CLI and MCP server for the SAP ADT REST API — search, read/write ABAP source, run tests, m 20 Claude Code, Codex, OpenCode 2 6,802 tok
xobotyi/cc-foundry Claude Code foundry - plugins, skills, and tools 20 Claude Code 3 1,438 tok
chadthornton/upnote-mcp Model Context Protocol server for Upnote integration 20 Claude Code 1 770 tok
aiya000/dotfiles Practical configuration files by 5000++ commits. e.g., Neovim and tmux with editprompt for 20 Claude Code 2 1,491 tok
ArjenSchwarz/agentic-coding 20 Claude Code 2