How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
m13v/s4l s4l.ai Automated social posting pipeline for Reddit, X/Twitter, and other 63 Claude Code 4 8,369 tok
tommy-ca/notion-skills Claude Skills marketplace for productive Notion workflows: knowledge capture, meeting inte 63 Claude Code 1 1,797 tok
selance/madeinalgeria madeinalgeria.dev A curated directory of open-source projects built by Algerian developers. Discover, star, 63 Claude Code 1 2,274 tok
przeprogramowani/10x-cli 63 Claude Code 1 2,944 tok
YuanyuanMa03/academic-research-skills "Search CNKI for papers on neural rendering" "Find citing papers on Google Scholar" "Downl 63 Claude Code 1 1,081 tok
zcag/tela telawiki.com Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents re 63 Claude Code 1 7,341 tok
plainlang/plain-forge ***plain spec writing tool 63 Claude Code, Codex, OpenCode 3 4,386 tok
viewflow/seedkit django-seedkit.viewflow.io Build any Django app — from a SaaS to a dashboard to an API — from a single sentence. An a 63 Claude Code 1 1,325 tok
TGYD-helige/pi Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callabl 63 Claude Code, Codex, OpenCode 2 4,426 tok
letmeow/spark-arc-studio An autonomous multi-agent IDE for screenplays🎮 & novels📖. One-click to share web perform 63 Claude Code, Codex, OpenCode 2 14,041 tok
timpara/opencode-academic-research OpenCode port of academic-research-skills: 4 skills, 13 slash commands, 38-agent pipeline 63 Claude Code, Codex, OpenCode 21 1,648 tok
tomohiro-owada/devrag Markdown vector search MCP server for Claude Code. Natural language search for markdown fi 63 Claude Code 1 2,024 tok
supadata-ai/mcp supadata.ai Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and an 63 Claude Code 1 1,574 tok
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 63 Claude Code, Codex, OpenCode 3 1,051 tok
heltonteixeira/openrouterai MCP server for OpenRouter.ai integration 63 Claude Code 1 955 tok
xwang152-jack/wechat-official-account-mcp WeChat Official Account MCP Server 63 Claude Code 1 2,504 tok
hmake98/nestjs-starter Production-ready NestJS boilerplate — JWT auth, Prisma, Redis, BullMQ, Swagger, i18n, and 63 Claude Code, GitHub Copilot 13 12,708 tok
floodsung/gongzhonghao_agent_team 63 Claude Code 1 1,044 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 62 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
crisandrews/ClawCode Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messagi 62 Claude Code, Codex, OpenCode 1 2,234 tok
tomascortereal/claude-code-setup My full Claude Code configuration — agents, skills, hooks, plugins, and global instruction 62 Claude Code 1 4,156 tok
dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri 62 Claude Code, Codex, OpenCode 2 14,915 tok
cooragent/ClarityFinance Clarity is a financial analysis agent framework built on native Claude-skill architecture. 62 Claude Code 10
alonw0/llm-docs-optimizer A Claude Code plugin that optimizes documentation for AI coding assistants like Claude, Gi 62 Claude Code 1 1,380 tok
chiruu12/OSS-Skills 15 executable skills that walk you through your first open source contribution. Works in C 62 Claude Code, Codex, OpenCode 2 2,191 tok
danmartuszewski/hop Fast, elegant SSH connection manager with a TUI dashboard and MCP server 62 Claude Code 2 101 tok
eddmann/garmin-connect-mcp MCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sle 62 Claude Code, Codex, OpenCode 2 47 tok
naveedharri/benai-skills 62 Claude Code 1 6,426 tok
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 62 Claude Code, Codex, OpenCode 11 22,658 tok
joby-aviation/noodles.gl noodles.gl A node-based environment for creating bespoke map visuals and animations 62 Claude Code, Codex, OpenCode 2 7,998 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 62 Claude Code, Codex, OpenCode 31 265 tok
theo-kirby/cadex an amalgamation of Blender and FreeCAD, driven by an agentic harness 62 Claude Code, Codex, OpenCode 8 7,319 tok
jpoindexter/design-md-extractor Extract a website's visual system — colors, type, spacing, components — into a DESIGN.md, 62 Claude Code 1 1,039 tok
yuc16/PatentRadar Patent infringement analysis system — enter a patent publication number to generate a comp 62 Claude Code 1 522 tok
laravel/package-skeleton Skeleton for Laravel packages 62 Claude Code, Codex, OpenCode 7 556 tok
RYOITABASHI/Shelly AI-powered chat-first terminal IDE for Android. Built entirely on a phone, by someone who 62 Claude Code, Codex, Gemini CLI, OpenCode 3 11,157 tok
yantrikos/yantrikdb yantrikdb.com Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomou 62 Claude Code 1
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 62 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok
monarch-initiative/dismech dismech.monarchinitiative.org Disease Mechanisms KB 62 Claude Code, Codex, GitHub Copilot, OpenCode 29 46,942 tok
aravindev/inkscape_mcp MCP server that lets AI agents drive Inkscape — interactively alongside the GUI or headles 62 Claude Code 1
robotbird/skillkit skillkit.net AI agent's skills manager 62 Claude Code, Codex 1 2,722 tok
Neeeophytee/agent-stylebooks 11 installable editorial systems for AI agents, based on leading public style guides. 62 Claude Code, Codex, OpenCode 2 162 tok
nmbrthirteen/podcli podcli.com Open-source AI podcast clipper. Generate vertical clips with face tracking and burned-in c 62 Claude Code 12 1,745 tok
yupanzi/kiro2claude Tracks points, provides cached outputs, and is a trustworthy choice. 62 Claude Code 1 5,490 tok
drobins25/craft darinbuilds.com A Claude Code plugin that acts as an intelligent harness for your development workflow: yo 62 Claude Code 1 747 tok
guimatheus92/mcp-video-analyzer glama.ai MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, 62 Claude Code, Codex, OpenCode 3 877 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 62 Claude Code, Codex, OpenCode 5 798 tok
esaio/esa-mcp-server esa.io Official MCP (Model Context Protocol) server for esa.io (STDIO Transport version) 62 Claude Code 1 952 tok
cypggs/ai-job-search-cn Chinese-market job application assistant, forked and localized from MadsLorentzen/ai-job-s 62 Claude Code 20 2,413 tok
last9/last9-mcp-server last9.io Last9 MCP Server 62 Claude Code, Codex, OpenCode 2 4,139 tok