How real projects configure their agents

32,024 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
algorithmicsuperintelligence/openevolve Open-source implementation of AlphaEvolve 7,333 Claude Code, GitHub Copilot 2 1,195 tok
lijigang/ljg-skills 7,318 Claude Code 1 891 tok
telepresenceio/telepresence telepresence.io Local development against a remote Kubernetes or OpenShift cluster 7,293 Claude Code, Codex, OpenCode 9 4,458 tok
zhouxiaoka/autoclip zhouxiaoka.github.io AutoClip: AI-powered video clipping and highlight generation · An intelligent tool for ext 7,245 Claude Code 1 177 tok
civitai/civitai civitai.com A repository of models, textual inversions, and more 7,241 Claude Code 59 16,069 tok
modelcontextprotocol/registry A community driven registry service for Model Context Protocol (MCP) servers. 7,227 Claude Code, GitHub Copilot 2 286 tok
Zipstack/unstract unstract.com LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Work 7,226 Claude Code 3
sammchardy/python-binance python-binance.readthedocs.io Binance Exchange API python implementation for automated trading 7,208 Claude Code, Codex 1
Serial-Studio/Serial-Studio serial-studio.com Open-source telemetry dashboard. Supports UART, BLE, MQTT, Modbus, CAN Bus and more. 7,187 Claude Code, Codex, OpenCode 19 12,679 tok
strands-agents/harness-sdk strandsagents.com Build an agent harness and control it end-to-end. Open-source SDK for production AI agents 7,175 Claude Code, Codex, OpenCode 11 2,785 tok
SWE-agent/mini-swe-agent mini-swe-agent.com The 100 line AI agent that solves GitHub issues or helps you in your command line. Radical 7,172 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,358 tok
kyegomez/swarms docs.swarms.world The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai 7,146 Claude Code 1 8,544 tok
zhu1090093659/dsh-web dsh-market.com DeepSeek Harness (DSH) Web Plugin Aggregation Ecosystem · Everything is a plugin, distribu 7,129 Claude Code, Codex, OpenCode 6 2,667 tok
enricoros/big-AGI big-agi.com AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. Inclu 7,113 Claude Code, Codex, OpenCode 2 2,707 tok
NVIDIA-NeMo/Guardrails docs.nvidia.com NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM 7,077 Claude Code, Codex, OpenCode 2 2,415 tok
plastic-labs/honcho docs.honcho.dev Memory library for building stateful agents 7,059 Claude Code 1 5,828 tok
un-pany/v3-admin-vite un-pany.github.io ☀️ AI-friendly Vue3 admin template | Vue Admin | Vue Template | Vue3 Admin | Vue3 Template 7,054 Claude Code, Codex, OpenCode 2 1,444 tok
katanemo/plano planoai.dev Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, obs 7,042 Claude Code 9 1,270 tok
trailofbits/skills Trail of Bits Claude Code skills for security research, vulnerability detection, and audit 7,013 Claude Code, Codex, OpenCode 2 4,752 tok
grab/cursor-talk-to-figma-mcp figma.com TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allo 6,995 Claude Code, Codex, OpenCode 2 1,699 tok
milanvarady/Applite aerolite.dev User-friendly GUI macOS application for Homebrew Casks 6,995 Claude Code 1 2,572 tok
TraderAlice/OpenAlice openalice.ai Your one-person Wall Street. An AI trading agent covering equities, crypto, commodities, f 6,987 Claude Code, Codex, OpenCode 3 2,517 tok
tw93/Waza 🥷 Engineering habits you already know, turned into skills Claude can run. 6,979 Claude Code, Codex, OpenCode 2 4,505 tok
Kiranism/next-shadcn-dashboard-starter dub.sh Free, open source, AI-friendly admin dashboard template built with Next.js 16, shadcn/ui, 6,962 Claude Code, Codex, OpenCode 2 7,011 tok
CursorTouch/Windows-MCP MCP Server for Computer Use in Windows 6,936 Claude Code 2 1,930 tok
evidence-dev/evidence evidence.dev Business intelligence as code: build fast, interactive data visualizations in SQL and mark 6,913 Claude Code, Codex, OpenCode 2 294 tok
nuxt/ui ui.nuxt.com The Intuitive Vue UI Library powered by Reka UI & Tailwind CSS. 6,894 Claude Code, Codex, OpenCode 2 2,110 tok
open-multi-agent/open-multi-agent open-multi-agent.com TypeScript multi-agent framework that runs in your own environment: consequential actions 6,890 Claude Code, Codex, OpenCode 2 3,907 tok
joe-bell/cva cva.style Class Variance Authority 6,881 Claude Code 2
deanpeters/Product-Manager-Skills Product Management skills framework built on battle-tested methods for Claude Code, Cowork 6,874 Claude Code, Codex, OpenCode 2 12,521 tok
max-sixty/worktrunk worktrunk.dev Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows 6,870 Claude Code, Codex, OpenCode 5 7,339 tok
olimorris/codecompanion.nvim codecompanion.olimorris.dev ✨ AI Coding, Vim Style 6,840 Claude Code, Codex, OpenCode 2 1,465 tok
xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- 6,810 Claude Code, Codex, OpenCode 2 1,920 tok
stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r 6,806 Claude Code, Codex, OpenCode 11 1,611 tok
wbh604/UZI-Skill This is how cold hard cash flows into my warm pockets — hot-money trader (UZI) Skills — we 6,804 Claude Code, Codex, Gemini CLI, OpenCode 3 6,842 tok
dinerojs/dinero.js dinerojs.com Create, calculate, and format money in JavaScript and TypeScript 6,792 Claude Code, Codex 9 231 tok
htdt/godogen x.com Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex 6,767 Claude Code, Codex, OpenCode 2 307 tok
WenyuChiou/awesome-agentic-ai-zh wenyuchiou.github.io A trilingual (Traditional Chinese / English / Simplified Chinese) learning roadmap for age 6,712 Claude Code 1 3,152 tok
MrLesk/Backlog.md backlog.md Backlog.md - A tool for managing project collaboration between humans and AI Agents in a g 6,668 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,107 tok
GreptimeTeam/greptimedb greptime.com The open-source observability database. One columnar engine for metrics, logs, and traces, 6,648 Claude Code, Codex, OpenCode 6 1,992 tok
ultraworkers/claw-code-parity Join Discord: https://discord.gg/5TUQKqFWd / claw-code Rust port parity work - it is temp 6,643 Claude Code 1 228 tok
SawyerHood/dev-browser A Claude Skill to give your agent the ability to use a web browser 6,595 Claude Code, Codex, OpenCode 2 212 tok
BlockRunAI/ClawRouter npmjs.com The agent-native LLM router for autonomous agents. Every frontier model behind one wallet, 6,579 Claude Code 1 686 tok
airweave-ai/airweave airweave.ai Open-source context retrieval layer for AI agents 6,565 Claude Code 1 1,738 tok
j3ssie/osmedeus osmedeus.org A Modern Orchestration Engine for Security 6,554 Claude Code, Codex, OpenCode 2 8,804 tok
kvcache-ai/Mooncake kvcache-ai.github.io Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. 6,519 Claude Code, Codex, OpenCode 5 320 tok
chaitanyagiri/munder-difflin munderdiffl.in A local multi-agent harness that works with your existing Claude Code, Codex subscriptions 6,519 Claude Code, Codex 1
MISP/MISP misp-project.org MISP (core software) - Open Source Threat Intelligence and Sharing Platform 6,512 Claude Code 1 1,817 tok
crestalnetwork/intentkit intentcat.com IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative 6,509 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 13 tok
gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization 6,464 Claude Code, Codex, OpenCode 3 452 tok