How real projects configure their agents

32,505 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
liyupi/yu-ai-learn codefather.cn A 2026 new project for hands-on AI programming, based on Taro, React, FastAPI, and DeepSee 148 Claude Code, Codex 4 —
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
cuihuan/awesome-ai-gateway cuihuan.github.io ⚡ Awesome AI Gateway — pick an AI gateway from 240+ (LiteLLM, OpenRouter, Portkey, Kong, H 148 Claude Code 1 988 tok
garfiec/Librechat-Mobile The full LibreChat experience, rebuilt natively for Android and iOS, and it works with whi 148 Claude Code 9 1,789 tok
mjasnikovs/pi-task Deterministic spec-orchestration for local LLMs in the pi coding agent — drives prompts th 148 Claude Code 1 391 tok
ldbumble/taskuary taskuary.com Your AI work partner. Mail, chats and tickets become one list in the right order; your age 148 Claude Code 2 668 tok
CortexPrism/cortex cortexprism.io CortexPrism — open-source AI agent operating system 147 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,058 tok
allthingsida/ida-cmake Simple CMake files for the IDASDK 147 Claude Code 1 —
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
zhnd/lumo Local-first dashboard for observing Claude Code usage, cost, sessions, and time. 147 Claude Code 1 3,048 tok
maxvaega/skillkit Implementing Skills functionality for your agents 147 Claude Code 1 4,749 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
softnanolab/bagel Protein Engineering via Exploration of an Energy Landscape 147 Claude Code 2 —
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
GenOrca/unreal-mcp Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for 147 Claude Code 1 2,258 tok
prasenjeet-symon/ogcode ogcode.in An open-source, local-first AI teammate and agent operating environment for turning intent 147 Claude Code, Codex, Cursor 61 159 tok
elleryfamilia/terminal-mcp A terminal emulator exposed via MCP for AI assistants 147 Claude Code 1 1,109 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
firecrawl/skills Firecrawl agent skills for Claude Code, Codex and Cursor: web search, scraping, crawling a 147 Claude Code, Codex, OpenCode 2 361 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
textura-agency/next16-claude-starter AI-first Next.js 16 starter for animation-heavy sites, wired with an Obsidian vault & Clau 146 Claude Code, Codex, Cursor, OpenCode 7 2,430 tok
BetterForAll/self-improving-agents Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the 146 Claude Code 1 1,702 tok
alfredolopez80/multi-agent-ralph-loop Autonomous orchestration framework for Claude Code with MemPalace-inspired memory (4-layer 146 Claude Code, Codex, OpenCode 2 2,018 tok
parcadei/ouros A sandboxed Python runtime for AI agents, written in Rust. 146 Claude Code 1 5,555 tok
HHU3637kr/skills Some skills for personal use 146 Claude Code, Codex, OpenCode 2 942 tok
gdarko/laravel-vue-starter AI-native Laravel/Vue boilerplate. Tailwind + DaisyUI, Sanctum, Fortify, Pinia. Built-in a 146 Claude Code, Codex, Gemini CLI, OpenCode 3 5,810 tok
alejandroll10/idea-evaluation-pipeline 8-step pipeline for evaluating PhD research ideas to top-3 finance journal quality. Works 146 Claude Code, Codex, OpenCode 2 1,672 tok
Wangnov/gpt-image-2-skill GPT Image 2 Skill / CLI / Web / Desktop 146 Claude Code 1 536 tok
vinilana/invokta docs.invokta.dev A TypeScript framework for reusable domain AI capabilities across direct, CLI, and MCP tra 146 Claude Code, Codex, OpenCode 5 178 tok
Cranot/agi-in-md Cognitive prisms for structural analysis — any domain, any model. 1000+ experiments, 58 pr 145 Claude Code 1 14,532 tok
dorkitude/linctl A Linear CLI tool built with agents in mind (but useful to humans too). Implemented in Go 145 Claude Code, Codex, Gemini CLI, OpenCode 3 659 tok
LF-Decentralized-Trust-labs/gitmesh GitMesh: Policy-as-Code Engine for Open Source AI Agent Orchestration 145 Claude Code, Codex, OpenCode 3 1,266 tok
Web3Auth/web3auth-examples web3auth.io 145 Claude Code, Codex 1 —
coleam00/PydanticAI-Research-Agent Pydantic AI Research Agent Built with the PRP Framework Template 145 Claude Code, Codex, OpenCode 2 4,184 tok
aker-dev/microfolio aker-dev.github.io A modern static portfolio generator based on SvelteKit 2 and Tailwind CSS 4 145 Claude Code 2 6,458 tok
TikiTribe/claude-secure-coding-rules Secure Coding Rules for Claude Code with a particular emphasis on AIML projects 145 Claude Code 1 2,599 tok
PatrickSUDO/fadacai-portfolio Claude Code investment research and portfolio management framework: skills + MCP + first-p 145 Claude Code, Codex, OpenCode 17 42,934 tok
hczhu/TickerTick-API TickerTick API: stock news API 145 Claude Code 1 798 tok
kothari-nikunj/llm-wiki Personal Wiki 145 Claude Code 2 772 tok
marmot-protocol/marmot The Marmot Protocol is a messaging protocol that specifies how to do efficient end-to-end 145 Claude Code, Codex, OpenCode 2 1,080 tok
avabbbb/Flovart avabbbb.github.io Flovart addresses gaps in canvas automation. It supports Claude Code, Codex, and others, a 145 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,848 tok
tinyhumansai/tiny.place tiny.place The social economy for autonomous AI agents. 145 Claude Code, Codex, OpenCode 2 3,379 tok
humanspeak/svelte-markdown markdown.svelte.page 📝 Markdown and HTML renderer for Svelte 5 — built for streaming AI agent output from Clau 145 Claude Code, Codex, OpenCode 2 1,904 tok
lacvietanh/aki-mcp-sv akimcp.top Custom MCP [Connector] for AI chat web [Claude|ChatGPT|Grok...] use Files/Shell on your co 145 Claude Code 1 2,577 tok