How real projects configure their agents

24,692 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
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
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
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
Prisma-Labs-Dev/apple-skills Apple development skills for Claude Code and Codex — latest iOS 26+ APIs, SwiftUI, Liquid 355 Codex, OpenCode 1 1,120 tok
ktwu01/benchmark-radar benchmark-radar.org Track 42,331+ AI benchmark, eval, dataset, and data-quality records from 40 public sources 355 Codex, OpenCode 1 1,973 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
AliRn76/panther pantherpy.github.io Fast & Friendly Web Framework For Building Async APIs With Python 3.10+ 354 Codex, OpenCode 1 1,143 tok
langchain-ai/langchain-aws Build LangChain Applications on AWS 354 Claude Code, Codex, OpenCode 2 3,480 tok
kpolley/redai AI-driven vulnerability discovery and live validation 354 Claude Code, Codex, OpenCode 3 890 tok
teimurjan/blazediff blazediff.dev Blazing-fast image diffing for JS, Rust and Python 354 Codex, OpenCode 1 1,167 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
gongnyang/bookforge One-line topic → commercial-grade Korean ebook PDF. An agent skill for Claude Code and Cod 354 Codex, OpenCode 1 442 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
HQBase/hqbase hqbase.io AI native email workspace for teams. In your Cloudflare account. 354 Codex, OpenCode 1 345 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
Adityaraj0421/naksha-studio A virtual design team for Claude Code, Cursor, Windsurf, Gemini CLI, and Copilot — 30 role 353 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 4 8,830 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
86maid/ddddocr Rust version of ddddocr and ocr_api_server, with binary releases and CAPTCHA recognition; 352 Claude Code, Codex 1 —
radareorg/radare2-mcp MCP stdio server for radare2 352 Codex, OpenCode 1 1,097 tok
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
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 —
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
rengwu/chartr chartr.dev An organizable, terminal-first agentic workspace with plugins 351 Codex, OpenCode 1 316 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
TheMattBerman/meta-ads-kit Open source AI ad manager. Replace 20 min of Ads Manager with a 2-min briefing. Built with 350 Codex, OpenCode 1 1,041 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
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
BetterWright/betterwright betterwright.com A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted 349 Codex, OpenCode 1 1,308 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
madviking/headless-pm This is a simple headless project management system that helps coordinate several instance 348 Claude Code, Codex, OpenCode 2 6,215 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 348 Claude Code, Codex, OpenCode 2 555 tok
mediar-ai/fazm fazm.ai Fazm Desktop for macOS 348 Claude Code, Codex, OpenCode 4 12,081 tok
hmmhmmhm/daiso-mcp daiso-mcp.aka.page Turn Daiso into an MCP! It also enables searches for Korean local retailers and cinemas th 348 Claude Code, Codex, Gemini CLI, OpenCode 3 6,565 tok
krispuckett/SwiftUIShaders 41 hand-curated drop-in SwiftUI Metal shader effects — holographic foil, kaleidoscope, mag 348 Claude Code, Codex, OpenCode 2 2,530 tok
remorses/usecomputer usecomputer.org Fast computer automation CLI for AI agents. Control any desktop with screenshots, clicks, 348 Codex, OpenCode 1 2,433 tok
fitchmultz/pi-cursor-sdk Run Cursor's agent loop inside the pi coding agent via local Cursor SDK agents, with nativ 348 Codex, OpenCode 1 7,890 tok
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 348 Codex, GitHub Copilot, Kiro, OpenCode 3 9,745 tok