How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
langwatch/kanban-code 337 Claude Code 2 1,190 tok
sveltejs/ai-tools mcp.svelte.dev The official svelte MCP for all your agentic needs. 337 Claude Code, Codex 3 922 tok
loulanyue/spec-kit-zh Chinese-localized spec-driven development toolkit for Codex, Claude Code, Cursor, and othe 336 Claude Code, Codex, OpenCode 1 3,968 tok
harperreed/dotfiles Dotfiles. Managed by YADM 336 Claude Code, Codex 40 —
ivorpad/mercadona-cli npmjs.com Unofficial, agent-friendly Mercadona shopping CLI (Go) — search products, read prices, bui 336 Claude Code 1 —
AlmogBaku/debug-skill 336 Claude Code 1 710 tok
PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo 336 Claude Code, Codex, OpenCode 13 374 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 336 Claude Code, Codex, OpenCode 9 5,548 tok
alvinunreal/lazyskills lazyskills.sh mission control for agent skills 336 Codex, OpenCode 1 154 tok
vlinx-io/VelaTerm velaterm.com VelaTerm = Codex + iTerm2, The Best ADE for AI Coding 336 Codex, OpenCode 1 4 tok
MotleyAI/slayer motley.ai An embeddable, expressive semantic layer for AI agents and humans 336 Claude Code 1 1,405 tok
fullstack-development/front-end-best-practices Set of best practices that you can use as checklist for your project. 335 Claude Code, Codex, OpenCode 2 516 tok
BitBoxSwiss/bitbox-wallet-app bitbox.swiss The BitBoxApp for desktop and mobile. 335 Codex, OpenCode 1 2,963 tok
scrypster/muninndb The cognitive database. A new class of data storage. Not a vector store, not a graph DB, n 335 Claude Code 15 3,881 tok
aayoawoyemi/Ori-Mnemos orimnemos.com. Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open sour 335 Claude Code 4 —
stretchcloud/deepscrape 335 Codex, OpenCode 1 854 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 335 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,201 tok
buildswithpaul/Frappe_Assistant_Core docs.assistantcore.cloud Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model C 335 Claude Code, Codex, OpenCode 2 2,570 tok
kansoku-trade/kansoku kansoku.trade AI Stock Partner on Your Mac – Local Market Information, Multi-timeframe K-line, AI Intrad 335 Claude Code, Codex, OpenCode 2 3,207 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 335 Claude Code, Codex, OpenCode 6 46,242 tok
bmentges/django-cart A lightweight, session-backed shopping cart for Django e-commerce applications. Built for 334 Claude Code 1 6,118 tok
bedriyan/medkit-app medkit-app.vercel.app A voice-first AI patient simulator bringing the future of medical education to your browse 334 Claude Code 6 1,838 tok
claude-did-this/MCPControl MCP server for Windows OS automation 334 Claude Code 1 566 tok
robotocore/robotocore 334 Claude Code, Codex, OpenCode 3 8,510 tok
tuva-health/tuva-core thetuvaproject.com Main repo including core data model, data marts, data quality tests, and terminology sets. 334 Codex, OpenCode 1 4,808 tok
thesysdev/openclaw-os openui.com The default workspace for OpenClaw 334 Codex, OpenCode 1 777 tok
AojdevStudio/Finance-Guru aojdevstudio.github.io Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and s 334 Claude Code, Codex, OpenCode 7 2,163 tok
langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma 334 Claude Code, Codex, OpenCode 2 1,464 tok
AIDevGTM/gtm-cofounder gtmcofounder.com #1 Product of The Day @ Product Hunt. The GTM co-founder you don't have. Open-source GTM A 334 Codex, OpenCode 1 2,070 tok
ChatPRD/tradclaw AI openclaw mom and household manager for agentic parenting 333 Codex, OpenCode 1 181 tok
yee-yore/DorkAgent 🤖 LLM-powered agent for automated Google Dorking in bug hunting & pentesting. 333 Claude Code 1 1,888 tok
Fu-Jie/openwebui-extensions fu-jie.github.io A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated f 333 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Kiro 24 26,615 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 333 Codex, Gemini CLI, OpenCode 2 2,500 tok
apache/texera texera.apache.org Human-AI Collaborative Data Science Using Visual Workflows 333 Claude Code, Codex, OpenCode 2 3,660 tok
jens-duttke/usage-monitor-for-claude Lightweight Windows tray app that monitors your Claude rate limits in real time - portable 333 Claude Code 6 —
topocm/topocm_content topocondmat.org Course on topology in condensed matter 333 Codex, OpenCode 1 185 tok
hughjonesd/huxtable hughjonesd.github.io An R package to create styled tables in multiple output formats, with a friendly, modern i 333 Codex, OpenCode 1 834 tok
sakitam-fdd/ol3Echarts sakitam-fdd.github.io :earth_asia: :bar_chart: ol3Echarts | a openlayers extension to echarts 332 Codex, OpenCode 1 754 tok
InterfaceX-co-jp/genshijin interfacex-co-jp.github.io genshijin Primitive Man 🗿| An ultra-compressed communication skill for AI agents such as 332 Codex, GitHub Copilot, OpenCode 2 455 tok
JDArmy/Evasion-SubAgents Claude Code evasion SubAgents 332 Claude Code 10 —
revfactory/webtoon-harness A Claude Code harness in which a team of 27 AI agents creates a webtoon episode, from tren 332 Claude Code 33 —
nirholas/cryptocurrency.cv cryptocurrency.cv Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins 332 Claude Code, Codex, OpenCode 3 3,311 tok
lbx154/Argus A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, lea 332 Claude Code, Codex, GitHub Copilot 2 616 tok
corespeed-io/zypher-agent zypher.corespeed.io A minimal yet powerful framework for creating AI agents with full control over tools, prov 331 Claude Code 1 856 tok
Dicklesworthstone/acip The Advanced Cognitive Inoculation Prompt 331 Codex, OpenCode 1 186 tok
SchroederNathan/clarity clarityspeech.app A speech companion app built with Expo 331 Claude Code, Codex, OpenCode 5 1,768 tok
safety-research/automated-w2s-research 331 Claude Code 5 —
Oft3r/agentic-trading-desk AI-assisted trading desk for short-term technical analysis on stocks & ETFs via Robinhood 331 Claude Code 3 —
Azure-Samples/SQL-AI-samples aka.ms Samples using AI and Azure SQL DB 331 GitHub Copilot 1 3,630 tok
m-xlsea/ruoyi-plus-soybean docs.ruoyi.xlsea.cn RuoYi-Plus-Soybean is a modern enterprise-grade multi-tenant management system that combin 331 Claude Code, Codex 27 —