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
tasmirz/jagoo-bahee 171 Claude Code, Codex, OpenCode 2 10,260 tok
huifer/skill-security-scan wellally.tech skill-security-scan is a command-line tool designed to scan and detect security risks in C 171 Claude Code 2 1,490 tok
TanShilongMario/ArticleSkill A powerful, flexible, and easy-to-use AI writing assistant for all types of creators. The 171 Claude Code 1 2,819 tok
offendingcommit/openconcho Fast, privacy-first desktop & web UI for self-hosted Honcho — browse memories, peers, sess 171 Claude Code, Codex, OpenCode 2 1,303 tok
xberg-io/crawlberg docs.crawlberg.xberg.io High-performance web crawling engine with bindings for 11 languages 171 Claude Code, Codex 3
jonradoff/lastsaas metavert.io SaaS boilerplate/starter-kit in Go+React with Stripe integration, multi-tenant support, co 171 Claude Code 1 556 tok
montevive/autocache montevive.ai 🚀 Autocache - Intelligent Anthropic API Cache Proxy Automatically inject cache-control 171 Claude Code 1 1,954 tok
KbWen/agentic-os Governance framework for AI coding agents. It runs them through a five-step workflow (plan 171 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 4,982 tok
starcat-app/Starcat starcat.ink A native macOS app that turns GitHub Stars into a searchable, organized, AI-powered person 171 Claude Code, Codex, Gemini CLI, OpenCode 12 11,314 tok
xiincs/claude-code-vision-skill Enables multimodal visual capabilities for Claude Code on a text-only LLM foundation, for 170 Claude Code 1 264 tok
dtormoen/tsk-tsk Keeping your agents out of trouble with sandboxed coding agent automation 170 Claude Code 2 1,695 tok
animeshkundu/youtube-audio addons.mozilla.org Disable videos on youtube and save battery and bandwidth / data 170 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,098 tok
openaustralia/theyvoteforyou theyvoteforyou.org.au Making parliamentary voting information accessible, understandable, and easy to use so tha 170 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,741 tok
severity1/claude-agent-sdk-go Unofficial Go SDK for Claude Code CLI integration. See the Claude Agent SDK documentation 170 Claude Code 7 4,063 tok
zoedsoupe/anubis-mcp hexdocs.pm Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork) 170 Claude Code 1 1,643 tok
matiaszanolli/sega-vr-disasm Complete static recompilation of Virtua Racing for the Sega 32X (optimization in progress) 170 Claude Code 2 4,274 tok
KimYx0207/Kim_Service An open-source collection of Hooks and Agent Skills for Claude Code, Codex, and other AI c 170 Claude Code 1
saaspegasus/django-boilerplate The original SaaS Boilerplate for Django, trusted by thousands. 170 Claude Code 1 1,871 tok
Digital-Process-Tools/claude-remember Persistent memory for Claude Code — identity, context, and continuity across sessions 170 Claude Code, Gemini CLI 5 488 tok
rennf93/roboco roboco.tech RoboCo: AI Agents Virtual Software Company. For solo-founders and solo-devs. If you need a 170 Claude Code 1 29,809 tok
workersio/skills workers.io Agent skills to find and fix software bugs 170 Claude Code, Codex, OpenCode 4 1,126 tok
huggingface/leLab huggingface.co 🤗 LeLab: A web UI interface on top of LeRobot 170 Claude Code 1 1,653 tok
kevinrivm/vocero-crm CRM de WhatsApp open source y self-hosted con agente de IA y Laboratorio de auto-evaluacio 170 Claude Code 27 2,546 tok
habit-hooks/habit-hooks habit-hooks.com Automated quality checks that nudge AI coding agents toward better habits 170 Claude Code 1 17,911 tok
NVIDIA/NeMo-Relay docs.nvidia.com Multi-language agent runtime and library for execution scope management, lifecycle events, 170 Claude Code, Codex, OpenCode 17 1,014 tok
EnkrateiaLucca/mcp-course MCP Course OReilly 170 Claude Code 1 2,087 tok
MacMagazine/app-iOS macmagazine.com.br O melhor pedaço da Maçã. 169 Claude Code 15 2,104 tok
makoMakoGo/fish-claude Fish's custom settings and tools about claude code, codex, oh-my-pi etc 169 Claude Code, Codex, OpenCode 2 533 tok
javiera-vasquez/claude-code-job-tailor AI resume optimization system for Claude Code. Analyzes job postings, ranks requirements b 169 Claude Code 7 1,424 tok
devwhodevs/engraph Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults. 169 Claude Code 1 4,463 tok
awslabs/Log-Analyzer-with-MCP A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch 169 Claude Code, Codex, OpenCode 2 3,462 tok
RapidFireAI/rapidfireai rapidfire.ai RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning 169 Claude Code, Codex, OpenCode 2 94 tok
VectorRobotics/vector-os-nano Vector OS is an agent orchestration system built around models: it plans tasks, routes com 169 Claude Code 1 2,086 tok
agno-agi/investment-team agno.com Multi-agent investment team powered by Agno and Gemini — 7 AI analysts collaborate across 169 Claude Code 1 2,054 tok
kanban-rs/kanban kanban.rs Terminal based project management solution 169 Claude Code 1 4,406 tok
aliyun/alibabacloud-devops-mcp-server devops.aliyun.com Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao pl 169 Claude Code 3 1,830 tok
ouijit/ouijit ouijit.com Git worktree-based task manager with integrated terminals for CLI coding agents 169 Claude Code, Codex, OpenCode 2 1,236 tok
codeaashu/free-claude-code Use claude-code for free in the terminal, VSCode extension or via discord like openclaw 169 Claude Code, Codex, OpenCode 2 843 tok
wbern/agent-instructions Claude Instructions Repository 168 Claude Code 34 1,813 tok
BayramAnnakov/retain Retain is a native macOS application that aggregates AI conversations from multiple platfo 168 Claude Code, Codex 1 3,435 tok
Zettelgarden/Zettelgarden zettelgarden.com Intelligent zettelkasten where AI agents help you capture, process, and recall knowledge s 168 Claude Code, Codex, OpenCode 10 3,519 tok
wednesday-solutions/ai-agent-skills npmjs.com Pre-configured agent skills for Vibe Coded projects. These skills provide AI coding assist 168 Claude Code 3 1,285 tok
onism1767-creator/potato Free Easy AI visibility check - measure how often a brand is mentioned & cited in Claude's 168 Claude Code 1 4,664 tok
GrayboxTech/weightslab graybx.com Monitoring platform for ML teams building real‑world AI at scale. 168 Claude Code, Codex, OpenCode 1 4,324 tok
cheeseburgertony/evoke evoke-mocha.vercel.app AI-powered web app generator — turn natural language ideas into full code with live previe 168 Claude Code, Codex, OpenCode 2 1,875 tok
saadnvd1/agent-os saadnaveed.com Mobile-first web UI for managing AI coding sessions (Claude Code, Codex, Aider, Gemini CLI 168 Claude Code 3
gradusnikov/eclipse-chatgpt-plugin Eclipse IDE as an MCP Server for AI Agents 168 Claude Code 6 1,403 tok
omarshahine/HomeClaw omarknows.app HomeKit smart home control via MCP — lights, locks, thermostats, and scenes for Claude Des 168 Claude Code, Codex, GitHub Copilot, OpenCode 23 10,122 tok
nteract/nteract We're back! Now firing notebooks out of a t-shirt gun. 168 Claude Code, Codex, OpenCode 14 1,340 tok
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