How real projects configure their agents

32,116 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
Supreme-Ultimate/novel-to-script-team A complete multi-Agent, multi-Skill novel-to-film adaptation pipeline system. 168 Claude Code, Codex, OpenCode 2 4,045 tok
IlhamriSKY/TEDI tedi.ilhamriski.com Terminal Director. One lightweight app, eight features, your whole dev workflow in a singl 168 Claude Code 1 3 tok
RandyChen1985/nanzi-ai-agent-platform 🚀 Open-source enterprise-grade multi-agent platform and ChatBI data insights platform. Su 168 Claude Code, Codex, Gemini CLI, OpenCode 32 831 tok
AlexeyLCP/lucx-ui t.me Xray panel fork of 3x-ui: native AmneziaWG (up to 3.1), tunnel sidecars (NaiveProxy, olcRT 168 Claude Code, Codex, OpenCode 2 3,183 tok
MotleyAI/slayer motley.ai An embeddable, expressive semantic layer for AI agents and humans — by Motley 168 Claude Code 1 893 tok
SukramJ/aiohomematic sukramj.github.io Python 3 Interface to interact with HomeMatic devices 167 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,122 tok
webgptorg/promptbook ptbk.io Turn your company's scattered knowledge into AI ready Books ✨ 167 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,789 tok
EXboys/skilllite A lightweight secure Self-evolution engine built in Rust, featuring a built-in native syst 167 Claude Code, Codex, OpenCode 17 1,314 tok
bitwize-ai/Logue bitwize.ai A local-first workspace for documents, tasks and meetings on macOS — nested spaces, typed 167 Claude Code 1 7,535 tok
pachterlab/paperpush 167 Claude Code, Codex, OpenCode 3 2,527 tok
daiki-beppu/youtube-automation YouTube channel automation shared core 167 Claude Code, Codex, OpenCode 30 3,074 tok
srelens/srelens srelens.com The Kubernetes control room—built in Rust, ready for engineers and AI agents. 167 Claude Code, Codex, OpenCode 2 2,581 tok
KonghaYao/peri docs.peri-code.dev Lightweight Rust Agent only use 50MB RAM, but Claude Code Plugin compatible, Dynamic Workf 167 Claude Code, Codex, OpenCode 16 1,192 tok
composio-community/skills 167 Claude Code, Codex 1
tilework-tech/nori-skillsets npmjs.com System for managing collections of agent skills. Switch between skillsets seamlessly! 167 Claude Code, Codex, OpenCode 4 1,914 tok
epilande/ccmux 🔮 Run all your AI coding agents in tmux: jump to the one that needs you, spawn them into 167 Claude Code, Codex, OpenCode 4 6,290 tok
xiangyugongzuoliu/awesome-rss-feeds-list xiangyugongzuoliu.com 🌐 The most comprehensive collection of RSS feeds on the entire web 167 Claude Code, Codex, OpenCode 2 265 tok
GoogleCloudPlatform/gke-mcp 167 Claude Code, Codex, OpenCode 2 855 tok
confluentinc/mcp-confluent 167 Claude Code, GitHub Copilot 7 7,021 tok
janreges/ai-distiller AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essenti 167 Claude Code 1 9,205 tok
YeeKal/leaked-system-prompts leaked-system-prompts.com Collection of leaked system prompts for ChatGPT, Claude, Grok, Gemini,Deepseek, Manus, ve 167 Claude Code 1 1,579 tok
bbartling/open-fdd Fault Detection Diagnostics (FDD) for HVAC datasets 167 Claude Code, Codex, Cursor, OpenCode 16 4,273 tok
FlineDev/ContextKit Claude Code context engineering & planning system for individual AI development workflows 166 Claude Code, Codex, OpenCode 2 9,984 tok
devantler-tech/ksail ksail.devantler.tech All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind 166 Claude Code, Codex, GitHub Copilot, OpenCode 22 7,603 tok
yifanzz/claude-code-boost Claude Code Boost - Hook utilities for Claude Code with intelligent auto-approval 166 Claude Code, Codex, OpenCode 2 2,471 tok
zapier/connectors Connect your agent to the apps you already use - with or without Zapier. 166 Claude Code, Codex, OpenCode 2 1,507 tok
miuuyy/Clew clew.my Clear path from where you are to what you want to learn. AI agent turns goals and topic du 166 Claude Code, Codex, OpenCode 3 1,239 tok
debugmcp/mcp-debugger A headless, agentic debugger over MCP — let your AI agents debug running programs in seven 166 Claude Code, Codex, OpenCode 2 9,833 tok
csthink/dashmotion csthink.github.io Animated technical diagrams from plain English or Mermaid — a Claude skill, self-contained 166 Claude Code 1 752 tok
msei99/pbgui 166 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,535 tok
benoror/obsidianos_work ObsidianOS - Work Vault 165 Claude Code, Codex, OpenCode 26 2,913 tok
vericontext/vibeframe vibeframe.ai Frontier AI video generation for coding agents - Seedance, Runway, Veo, Kling on your own 165 Claude Code, Codex, OpenCode 16 2,345 tok
MatanYemini/bitbucket-mcp Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud 165 Claude Code 1 1,261 tok
tddworks/SkillsManager tddworks.github.io A macOS application for discovering, browsing, and installing skills for AI coding assista 165 Claude Code 1 1,870 tok
Terry-Mao/AICodingFlow Setup a AI Coding Flow 165 Claude Code, Codex, OpenCode 39 541 tok
Aster110/mycc MyCC — Run Claude Code from your phone 165 Claude Code 11 1,361 tok
SallaApp/ZATCA An unofficial package maintained by Salla to help developers to implement ZATCA (Fatoora) 165 Claude Code, Codex, OpenCode 2 1,316 tok
paiml/paiml-mcp-agent-toolkit paiml.github.io Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more 165 Claude Code, Codex, OpenCode 4 6,972 tok
escapeWu/perplexity-ai perplexity.ai A third-party Perplexity MCP/REST API implementation that leverages Pro account Pool to pr 165 Claude Code, Codex, OpenCode 8 504 tok
twjackysu/TWSEMCPServer MCP Server for the Taiwan Stock Exchange OpenAPI, also integrating selected real-time quot 165 Claude Code 1 3,445 tok
molefrog/moi moi.computer 💾 MOI: agent-agnostic generative UI workspace. Give your agent a skill and let it build s 165 Claude Code, Codex, OpenCode 4 1,680 tok
SwiftTUI/swift-tui swifttui.sh SwiftUI semantics, drawn in terminal cells — macOS/Linux/Windows/WASI 165 Claude Code, Codex, OpenCode 2 2,413 tok
sapoepsilon/Whispera AI-powered voice transcription app for macOS using WhisperKit 165 Claude Code 1 1,574 tok
DefangLabs/defang defang.io Defang Deploy CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a s 165 Claude Code, Codex, OpenCode 4 719 tok
mitsuhiko/gh-issue-sync A github issue sync tool for working with issues locally 165 Claude Code, Codex, OpenCode 2 192 tok
ricardoquesada/regenerator2000 regenerator2000.readthedocs.io An interactive disassembler for the CPU 6502, focused on Commodore 8-bit computers. Featur 164 Claude Code, Codex, OpenCode 15 3,909 tok
kousen/java_upgrade Code for Java upgrade workshop 164 Claude Code 1 1,000 tok
romiluz13/cc10x The Loop Engine for Claude Code — engineer the loop, not the prompt. 1 router · 9 agents · 164 Claude Code 1 516 tok
Kurt-Chan/ai-job-scraper 164 Claude Code 1 178 tok
0bserver07/Study-Reinforcement-Learning RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Ha 164 Claude Code, Codex, OpenCode 2 2,220 tok