How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
milady-ai/milady milady.ai terminally online 356 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,208 tok
open-software-network/os-clovy opensoftware.co Private AI on your Mac. Chat, dictation, meeting notes, and a local agent in one open sour 356 Claude Code, Codex, OpenCode 34 4,095 tok
0xku/kon Kon is a minimal coding agent (and also a highly opinionated one) 356 Claude Code, Codex, OpenCode 3 305 tok
zapier/gtm-cheat-codes zapier.com A field guide for go to market teams using coding agents. Installable skills for campaign 356 Claude Code, Codex, OpenCode 2 211 tok
doctly/switchboard A desktop app for browsing, searching, and managing CLI coding sessions 356 Claude Code 2 —
gameworkerkim/vibe-investing vibequant.cc AI-powered Vibe Investing for NASDAQ, S&P500 & crypto: LLM quant trading tools, multi-agen 356 Claude Code, Codex, OpenCode 2 1,579 tok
PlayableIntelligence/game-creator Opinionated Claude Plugin to make 2D (Phaser) & 3D (ThreeJS) Games 356 Claude Code 1 4,958 tok
makeplane/plane-mcp-server plane.so Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥 356 Claude Code 1 2,316 tok
CharTyr/STS2-Agent A Slay the Spire 2 mod that exposes the game's state and operations through a local HTTP A 356 Claude Code, Codex, Cursor 17 —
Creatorberry/flick creatorberry.com Give it a video or a script. Turn it into a scene-by-scene animations. 356 Claude Code, Codex 1 —
DavidLam-oss/obsidian-wechat-converter An Obsidian publishing, Feishu cloud sync, and multi-platform publishing plugin for Xiaoho 356 Claude Code, Codex, OpenCode 4 6,088 tok
mrwogu/promptscript getpromptscript.dev Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any A 355 Claude Code, Codex, GitHub Copilot, OpenCode 28 7,810 tok
bradtraversy/coding-with-ai-course-resources All resources for the Coding With AI course 355 Claude Code 1 144 tok
morluto/jacobian Composable mathematics tools for agents 355 Claude Code, Codex, OpenCode 11 1,518 tok
apache/skywalking-banyandb skywalking.apache.org An observability database aims to ingest, analyze and store Metrics, Tracing and Logging d 355 Claude Code, Codex, OpenCode 2 435 tok
qf-studio/navigator quantflow.studio Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exc 355 Claude Code 2 5,653 tok
langchain-ai/langchain-aws Build LangChain Applications on AWS 354 Claude Code, Codex, OpenCode 2 3,480 tok
terancejiang/Turtle_investment_framework Guigui Strategy’s Claude Code/Cowork workflow and corresponding screener; requires the Tus 354 Claude Code 5 —
kpolley/redai AI-driven vulnerability discovery and live validation 354 Claude Code, Codex, OpenCode 3 890 tok
soulduse/ai-token-monitor macOS menu bar app for tracking Claude Code token usage and costs 354 Claude Code 1 852 tok
Noizefield/audio-plugin-coder noizefield.com Audio Plugin Coder (APC) is a groundbreaking, open-source framework that enables musicians 354 Claude Code, Codex, OpenCode 54 1,482 tok
kelos-dev/kelos Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents. 354 Claude Code, Codex, OpenCode 2 1,708 tok
Awesome-Embedded-Learning-Studio/Tutorial_AwesomeModernCPP awesome-embedded-learning-studio.github.io A systematic modern C++ tutorial covering C++11-C++23, STL, concurrency, performance optim 354 Claude Code, Codex, OpenCode 4 1,947 tok
coffeegrind123/gemini-for-claude-code This python program allows you to use Claude Code with Google's Gemini models. 354 Claude Code 1 2,184 tok
YoshiiRyo1/document-templates-for-aws 353 Claude Code 4 1,659 tok
jihe520/mindpocket mindpocket.top Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmark 353 Claude Code, Codex, OpenCode 13 1,933 tok
millionco/debug-agent debug-agent.com Debugging skill for AI agents 353 Claude Code, Codex, OpenCode 2 544 tok
pollen-robotics/reachy_mini_conversation_app Talk with Reachy Mini! 353 Claude Code, Codex, OpenCode 3 2,745 tok
coleam00/remote-agentic-coding-system Remote Coding Agent for the Dynamous Agentic Coding Course and special Black Friday livest 352 Claude Code 1 3,827 tok
86maid/ddddocr Rust version of ddddocr and ocr_api_server, with binary releases and CAPTCHA recognition; 352 Claude Code, Codex 1 —
WellApp-ai/Well wellapp.ai No more Sundays on Finance. We build the infrastructure that retrieves, processes, and rou 352 Claude Code 1 —
klboke/kkRepo kkrepo.cn kkRepo is a Nexus-compatible, self-hosted artifact repository for Maven, npm, PyPI, Go, He 352 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,151 tok
FalkorDB/code-graph code-graph.falkordb.com A code-graph demo using GraphRAG-SDK and FalkorDB 351 Claude Code, Codex, OpenCode 2 1,897 tok
amantus-ai/llm-codes llm.codes Transform developer documentation to clean Markdown 351 Claude Code 1 572 tok
zksecurity/zkbugs bugs.zksecurity.xyz Reproduce ZKP vulnerabilities 351 Claude Code, Codex, OpenCode 3 997 tok
anylineorg/anyline doc.anyline.org Dynamically register and switch data sources at runtime, automatically generate SQL (DDL/D 351 Claude Code, Codex 1 —
19-84/redd-archiver online-archives.github.io A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggre 351 Claude Code 1 4,429 tok
scouzi1966/maclocal-api 'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and 351 Claude Code, Codex, OpenCode 9 5,916 tok
automagik-dev/genie docs.automagik.dev Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel age 351 Claude Code, Codex, OpenCode 5 14,573 tok
rixinhahaha/snip snipit.dev The visual communication layer between humans and AI agents. Capture, annotate, render dia 351 Claude Code 1 2,006 tok
plmbr/notebook-intelligence nbi.plmbr.dev A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs 350 Claude Code, Codex, OpenCode 2 624 tok
galleonlabs/hypergrok-trading-desk x.ai Hyperliquid trading desk for AI agents: 7 roles, 17 skills and keyless market tools. Resea 350 Claude Code, Codex, Gemini CLI, OpenCode 3 841 tok
peterroelants/peterroelants.github.io peterroelants.github.io Blog 349 Claude Code, Codex, OpenCode 2 679 tok
ascorbic/am-i-vibing Detect agentic coding environments and AI editors 349 Claude Code 1 1,832 tok
Dimillian/FoundationChat A chat app with iOS 26 Foundation Models 349 Claude Code 1 1,511 tok
elbwalker/walkerOS walkeros.io Open-source tag manager for developers and agents 349 Claude Code 1 93 tok
glommer/codemogger Codemogger is a code indexing library and MCP server for AI coding agents 349 Claude Code 1 747 tok
drivelineresearch/openbiomechanics openbiomechanics.org The open source initiative for anonymized, elite-level athletic motion capture data. Run b 349 Claude Code, Codex, OpenCode 2 1,409 tok
shopsys/shopsys shopsys.com Main repository for maintaining Shopsys Platform packages. Open for ISSUES and PULL REQUES 349 Claude Code, Codex, OpenCode 46 1,702 tok
neohaskell/NeoHaskell neohaskell.org ⏩ NeoHaskell is a dialect of Haskell that is focused on newcomer-friendliness and producti 348 Claude Code, Codex, OpenCode 72 5,063 tok