How real projects configure their agents

23,702 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
fchangjun/awesome-design-md-cn The design system documentation format proposed by Stitch—record design systems in plain-t 149 Codex, OpenCode 1 950 tok
GeekatplayStudio/Image-Express 149 Claude Code, Codex, OpenCode 2 159 tok
jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum 149 Claude Code, Codex, OpenCode 2 25,790 tok
AEON-7/vllm-ultimate-dgx-spark AEON vLLM Ultimate — vLLM 0.27.1 built from source for DGX Spark / Blackwell (sm_121a/GB10 149 Codex, OpenCode 1 9,283 tok
sablin39/tilelang-cuda-skills Skills for writing tilelang and debugging with CUDA toolkits. 149 Codex, OpenCode 1 4,350 tok
herald-email/herald-mail-app Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MC 149 Claude Code, Codex, OpenCode 8 10,502 tok
flornkm/shadow-plugin shadow.floriankiem.com A Tailwind plugin to create beautiful shadows and elevated surfaces. 149 Claude Code, Codex, OpenCode 2 524 tok
flonat/flonat-research Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, 149 Claude Code, Codex, OpenCode 8 83 tok
NarratorAI-Studio/narrator-ai-cli AI Commentary Master — CLI client for calling video commentary generation APIs from the te 149 Codex, OpenCode 1 8,023 tok
zeegin/v8std v8std.ru 149 Codex, OpenCode 1 432 tok
AgriciDaniel/seo-os SEO Office is a local-first SEO agency operating system. claw3d UI + claude-seo specialist 149 Claude Code, Codex, OpenCode 3 1,142 tok
wlsdks/ontology-atlas ontologyatlas.com Understand what your codebase builds, why it is structured that way, and what a change cou 149 Claude Code, Codex, OpenCode 25 2,390 tok
tigrisdata/objgit Git backed by object storage 149 Claude Code, Codex, OpenCode 2 2,049 tok
baruchiro/paperless-mcp An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. Th 149 Claude Code, Codex, OpenCode 2 5,551 tok
morluto/leantoken Code intelligence for agents: find the code that matters and keep your context window and 149 Codex, OpenCode 2 529 tok
HsienW/chat-gun-react-agent 🤖 Full-stack AI agent app built with React, TypeScript and LangGraph JS. Streaming, multi 148 Claude Code, Codex, OpenCode 40 7,994 tok
cmyyx/endfield-essence-planner end.canmoe.com Please follow the new project https://github.com/cmyyx/cep Arknights: Endfield planner, wh 148 Codex, OpenCode 1 3,123 tok
agentfront/frontmcp frontmcp.dev The TypeScript framework for MCP servers Build MCP tools that share services, validate inp 148 Claude Code, Codex, OpenCode 2 7,207 tok
leisurehuang/Leplayer A polished media player for Apple TV that brings IPTV live TV, cloud drives, and WebDAV/FT 148 Claude Code, Codex, OpenCode 2 4,171 tok
nunobrum/spicelib Python library to interact with spice simulators such as LTSpice, QSPICE, NGSpice and othe 148 Codex, OpenCode 1 1,505 tok
ntorga/agent-starter-kit The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . 148 Codex, OpenCode 1 2,587 tok
yokingma/one-search-mcp 🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, 148 Codex, OpenCode 1 583 tok
SeardnaSchmid/markdown-inline-editor-vscode VS Code extension · inline markdown · WYSIWYG · GFM · LaTeX · Mermaid · task lists 148 Claude Code, Codex, Cursor, OpenCode 4 3,341 tok
Naituw/AskHuman Human-in-the-loop tool for answering questions from AI agents. 148 Claude Code, Codex, OpenCode 4 1,458 tok
stefanprodan/cctop Live top-style monitor for Claude Code sessions 148 Codex, OpenCode 1 5,075 tok
vibe-cafe/vibe-usage vibecafe.ai A CLI tool for tracking token usage 148 Codex, OpenCode 1 21,917 tok
zhaohui-yang/official-document-drafting A Codex skill for drafting, standardizing, and exporting Chinese official documents and fo 148 Claude Code, Codex, OpenCode 3 3,086 tok
Curiosity-Ai-BV/localOCR Using Gemma-4 Vision, Gemma-3 Vision, Llama 3.2 and more 148 Codex, Gemini CLI, OpenCode 2 1,333 tok
CortexPrism/cortex cortexprism.io CortexPrism — open-source AI agent operating system 147 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,058 tok
osama-raddad/FireCrasher osama-raddad.github.io FireCrasher is a Uncaught Exceptions recovery library for android 147 Claude Code, Codex, OpenCode 6 1,875 tok
AnkitClassicVision/Claude-Code-Deep-Research claude-code-deep-research.vercel.app I created a claude code deep researcher that seems to work better than the current deep re 147 Claude Code, Codex, Gemini CLI, OpenCode 3 4,879 tok
ojowwalker77/BonsAI bonsaidev.sh A bucket for your thoughts (local boards,BYO subs for llm features) 147 Claude Code, Codex, OpenCode 3 1,220 tok
Eric-Song-Nop/mobvibe app.mobvibe.net Just a open Claude Code Remote Control 147 Claude Code, Codex, OpenCode 2 1,754 tok
NirDiamant/NirDiamant README repo 147 Codex, OpenCode 1 291 tok
Haaareally/Before-You-Ask-Codex-to-Code 147 Codex, OpenCode 1 717 tok
xiaoleiy/podpull podpull.vercel.app Download any podcast episode straight to your shell — Apple Podcasts, RSS, or xiaoyuzhou. 147 Claude Code, Codex, OpenCode 2 2,580 tok
ariel-frischer/autospec ariel-frischer.github.io CLI for streamlined spec-driven development 147 Claude Code, Codex, OpenCode 11 6,325 tok
joa23/linear-cli A token-efficient CLI for Linear 147 Claude Code, Codex, OpenCode 8 3,177 tok
Archeb/peer.as peer.as PEER.AS — explore global BGP routing, IP prefixes, ASNs, AS_PATH, origins and peering. 147 Codex, OpenCode 1 7,396 tok
tiylabs/tiygate TiyGate is a lightweight gateway for highly available LLM services. 147 Codex, OpenCode 1 1,187 tok
nansen-ai/nansen-cli 147 Claude Code, Codex, OpenCode 2 3,300 tok
forsonny/Claude-Code-Novel-Writer Use Claude Code CLI to write full novels 147 Claude Code, Codex, OpenCode 19 1,770 tok
ProfessionalWiki/MediaWiki-MCP-Server professional.wiki Model Context Protocol (MCP) Server to connect your AI with any MediaWiki 147 Claude Code, Codex, OpenCode 2 2,475 tok
OpenDrone-hw/OpenFC-Lite-Mini opendrone.be Open-source Betaflight flight controller. RP2354A, 20x20 mm, 6-layer, 3-6S, CERN-OHL-S-2.0 147 Codex, OpenCode 1 3,876 tok
genai-io/san genai-io.github.io Open-source terminal agent runtime. Lean context, native speed, open all the way down — in 147 Codex, OpenCode 1 784 tok
replicate/skills skills.sh A collection of Agent Skills for building AI-powered apps with Replicate 147 Codex, OpenCode 1 408 tok
firecrawl/skills Firecrawl agent skills for Claude Code, Codex and Cursor: web search, scraping, crawling a 147 Claude Code, Codex, OpenCode 2 361 tok
nyaomaru/is-kit is-kit.dev Build small guards. Compose them. A lightweight, zero-dependency toolkit for building reu 147 Codex, OpenCode 1 2,536 tok
saubakirov/KZ-IT-telegram-list saubakirov.github.io Verified catalog of Kazakhstan IT and startup Telegram groups, channels, and bots — in Eng 147 Claude Code, Codex, OpenCode 2 2,870 tok
campfirium/foliole foliole.app An approachable incremental reading app. 147 Codex, OpenCode 1 2,604 tok