How real projects configure their agents

44,817 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
jason-effi-lab/karpathy-llm-wiki-vault 738 Claude Code 4 1,191 tok
ruvnet/metaharness cognitum.one 🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with 738 Claude Code 1 —
drandyhaas/KiCadRoutingTools hackaday.io A set of Python/Rust tools to aid routing in KiCad 738 Claude Code 12 18,921 tok
ganeshmshetty/openclip getopenclip.app An open-source, macOS text action popup for running custom scripts, AI actions, and extens 738 Codex, OpenCode 1 2,418 tok
solokeys/solo2 solo2.dev Solo 2 firmware in Rust 737 Codex, OpenCode 1 1,317 tok
pdovhomilja/nextcrm-app demo.nextcrm.io NextCRM — Open-source CRM built with Next.js 16, React 19, PostgreSQL, Prisma 7, and shadc 737 Codex, OpenCode 1 1,328 tok
yaojingang/geo-citation-lab GEO experiment data reports and a curated GEO/AEO/AI search paper library. 737 Codex, OpenCode 1 1,261 tok
disler/just-prompt just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenA 736 Claude Code 7 —
probelabs/probe probelabs.com AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with t 736 Claude Code 2 9,231 tok
yusukebe/ax ax.yusuke.run The AI-era curl 735 Claude Code 1 722 tok
vuetifyjs/0 0.vuetifyjs.com 0️⃣ Composable UI engine for Vue. Build complex interfaces with reusable state, logic, and 734 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,523 tok
staruhub/ClaudeSkills staruhub.github.io 13 curated Agent Skills for research, product decisions, decks, publishing, audits, and mo 733 Codex, OpenCode 1 971 tok
Olshansk/rss-feeds Generate RSS feeds for all the blogs that don't have one 733 Claude Code, Codex, Gemini CLI, OpenCode 6 3,331 tok
FerroxLabs/agents-md Drop-in AGENTS.md that makes every coding agent behave like a senior engineer instead of a 733 Codex, OpenCode 1 2,366 tok
UKGovernmentBEIS/inspect_evals ukgovernmentbeis.github.io Collection of evals for Inspect AI 733 Codex, OpenCode 1 2,159 tok
Chen-zexi/open-ptc-agent An open source implementation of code execution with MCP (Programatic Tool Calling) 732 Claude Code 1 —
rekog-labs/MCP-Nest A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing A 732 Claude Code 1 1,103 tok
marckohlbrugge/37signals-skills Unofficial agent skills + reference guide that teach AI coding assistants to write Rails t 731 Claude Code 1 311 tok
liveloveapp/hashbrown hashbrown.dev Hashbrown is a framework for building agents that run the browser. Built for Angular and R 730 Claude Code, Codex, OpenCode 4 2,971 tok
tech-systems/panes panejs.com 🎉📱 Create dynamic modals, cards, panes for your applications in few steps. Any framework 729 Claude Code 1 707 tok
Kymo-MCP/mcpcan mcpcan.com MCPCAN is a centralized management platform for MCP services. It deploys each MCP service 729 Cursor 1 239 tok
nominal-io/instro instro.nominal.io An open-source library for hardware test instrumentation 729 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,057 tok
PostHog/posthog-foss PostHog FOSS is a read-only mirror of PostHog, with all proprietary code removed. NOTE: Th 728 Claude Code, Codex, Cursor, OpenCode 5 6,233 tok
dmmulroy/cloudflare-skill 728 Codex, OpenCode 1 637 tok
Leadaxe/singbox-launcher GUI launcher for sing-box. Written in Go. 728 Codex, OpenCode 1 2,418 tok
suleimanodetoro/skills Agent skills for interface design, React, React Native, and software security. 727 Codex, OpenCode 1 505 tok
Snowflake-Labs/cocoplus cocoplus.dev CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-ag 727 Claude Code, Codex, OpenCode 1 2,470 tok
qf-studio/pilot pilot.quantflow.studio AI that ships your tickets. 727 Claude Code 5 3,440 tok
umputun/agterm agterm.com A genuinely good terminal 727 Claude Code 1 7,360 tok
DenisSergeevitch/repo-task-proof-loop Spec driven skill with subagents spawning 726 Claude Code, Codex, OpenCode 2 846 tok
patrickjaja/claude-desktop-extra patrickjaja.github.io Unofficial Linux packages for Claude Desktop AI assistant with automated updates. 726 Claude Code, Codex, OpenCode 13 7,051 tok
scanaislop/aislop scanaislop.com Catch and fix the code-quality issues AI coding agents leave behind - dead code, unsafe ca 726 Claude Code, Codex, Gemini CLI, OpenCode 3 1,830 tok
HazelChat/hazel hazel.sh 725 Claude Code, Codex, OpenCode 2 4,885 tok
ConardLi/rag-skill A Skill dedicated to local knowledge base retrieval 725 Claude Code, Codex 2 —
HazAT/pi-interactive-subagents Interactive subagents for pi — spawn, orchestrate, and manage sub-agent sessions in cmux t 725 Claude Code, Codex 2 —
partme-ai/full-stack-skills A free skills marketplace for full-stack development, offering various collections of prac 725 Claude Code, Codex, OpenCode 2 2,303 tok
OtterMind/youclaw youclaw.dev 🦞 Your AI Personal Assistant. An intelligent assistant with memory, skills, and schedule 724 Claude Code, Codex, OpenCode 3 2,410 tok
faridrashidi/cnsplots cnsplots.farid.one 🎨 Toolkit for generating publication-quality plots for Cell, Nature and Science journals 724 Claude Code, Codex, OpenCode 2 1,381 tok
andrehuang/research-companion Strategic research thinking agents for Claude Code — idea evaluation, project triage, and 723 Claude Code, Gemini CLI 4 —
onmax/nuxt-skills Vue, Nuxt, and NuxtHub skills for AI coding assistants. 723 Claude Code 1 488 tok
timescale/tigerfs tigerfs.io Mount PostgreSQL as a filesystem. Build apps with files, explore databases with ls and cat 723 Claude Code 1 3,227 tok
VibeTensor/attestix attestix.io AI agent identity, signed credentials, delegated authority and portable governance evidenc 723 Claude Code 1 43 tok
hailo-ai/hailo_model_zoo The Hailo Model Zoo includes pre-trained models and a full building and evaluation environ 722 Claude Code 3 —
jakemor/kanna A beautiful web-based UI for Claude Code & Codex 722 Claude Code, Codex 4 1,284 tok
homanp/infinite-monitor infinitemonitor.com Monitor anything in real time 721 Codex, OpenCode 1 490 tok
frontman-ai/frontman frontman.sh The AI agent that lives in your framework/browser 721 Claude Code, Codex, Cursor, OpenCode 6 2,643 tok
ijry/uview-plus uview-plus.jiangruyi.com Zero Cloud® uview-plus is a uni-app ecosystem framework fully compatible with nvue. Its co 721 Codex, OpenCode 1 454 tok
openclaw/nix-openclaw Packages OpenClaw for nix. 720 Codex, OpenCode 1 873 tok
peters/horizon GPU-accelerated terminal board that puts all your sessions on an infinite canvas 720 Claude Code, Codex, GitHub Copilot, OpenCode 6 14,717 tok
neonwatty/meme-search neonwatty.github.io The open source Meme Search Engine and Finder. Free and built to self-host locally with P 719 Claude Code 1 2,697 tok