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
okx/onchainos-skills Skills for AI agents to integrate with the OKX OnchainOS API — Wallet, token discovery, ma 346 Claude Code, Codex, OpenCode 2 1,509 tok
boringcomputers/nehemiah boringcomputers.com On-demand Linux computers you can hand to an AI — real Firecracker microVMs with a browser 346 Claude Code, Codex 1 —
guoqingbao/xinfer guoqingbao.github.io Blazing-fast LLM inference in pure Rust. No PyTorch and Python runtime. 346 Cursor 3 —
kunchenguid/vision Agent skill that mines your repo's history to draft a VISION.md, stress-tests it with hard 346 Claude Code, Codex, OpenCode 2 150 tok
niaka3dayo/agent-skills-vrc-udon Skills, rules, and validation hooks that teach AI coding agents to generate correct UdonSh 346 Claude Code 4 3,415 tok
openma-ai/open-managed-agents openma.ai OpenMA handles sessions, execution and recovery, so you can build and run agents with any 346 Codex, OpenCode 1 6,388 tok
AgriciDaniel/claude-shorts skool.com Interactive longform-to-shortform video creator — Claude Code skill with Remotion-rendered 346 Claude Code 1 420 tok
Mats2208/MCP-Packet-Tracer mcpnetwork.top AI-powered Cisco Packet Tracer automation over MCP. Describe a network in natural language 346 Codex, OpenCode 1 1,318 tok
contentful/contentful-migration 🚚 Migration tooling for contentful 345 Codex, OpenCode 1 833 tok
ellipticmarketing/modelrelay Archived October 1, 2026. No longer maintained. No updates, bug fixes, security patches, o 345 Codex, OpenCode 1 1,514 tok
aminueza/terraform-provider-minio registry.terraform.io Terraform provider for MinIO and S3-compatible storage (R2, B2, Hetzner, Spaces) — buckets 345 Codex, OpenCode 1 1,729 tok
CL-ML/open-collider A semantic collision engine for non-trivial LLM idea generation. Operationalizes Koestler' 345 Claude Code 3 —
robiot/fable-os An agentic operating system where the kernel is controlled directly by Claude 345 Codex, OpenCode 1 1,877 tok
jdubois/dr-jskill julien-dubois.com An Agent Skill for creating Spring Boot applications 345 Codex, OpenCode 1 1,089 tok
7df-lab/devo devo.7df.ai A self-improving agent. Tested on DeepSeek, Qwen, Kimi, GLM models. Supports MCP, Skills. 345 Codex, OpenCode 1 1,652 tok
Dicklesworthstone/franken_ocr Pure-Rust, CPU-only OCR engine for Baidu Unlimited-OCR (a DeepSeek-OCR-derived 3B MoE VLM) 345 Claude Code, Codex, OpenCode 2 5,852 tok
InditexTech/mcp-server-simulator-ios-idb A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators th 345 Codex, OpenCode 1 1,627 tok
aqua5230/usage aqua5230.github.io macOS menu bar & Windows tray app pinning Claude Code, Codex, Antigravity & Grok CLI quota 345 Claude Code 1 1,497 tok
shenjingnan/xiaozhi-client xiaozhi-client.shenjingnan.com Xiaozhi AI client, currently mainly used for MCP integration 345 Claude Code, Codex, GitHub Copilot, OpenCode 32 7,158 tok
Orkas-AI/Orkas-VideoStudio orkas.ai Turn your coding agent into a video studio: describe a video in plain language, and your a 344 Codex, OpenCode 1 639 tok
daneden/daneden.me daneden.me 🏡 This is my website. There are many like it, but this one is mine. 344 Claude Code 1 951 tok
andrea9293/mcp-documentation-server MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • 344 GitHub Copilot 1 1,147 tok
auth0/auth0-cli auth0.github.io Build, manage and test your Auth0 integrations from the command line 344 Claude Code, Codex, OpenCode 2 2,182 tok
10xChengTu/Mux0 mux0.com A native macOS terminal built on libghostty. Workspaces, tabs, and split panes for your re 344 Claude Code, Codex, OpenCode 20 3,609 tok
travmiller/paper-console A small, self-hosted thermal printer for news, weather, puzzles, email, and more. 344 Codex, OpenCode 1 1,055 tok
Jeidoban/Ironsmith ironsmith.app Create personal Mac apps instantly with a prompt. Supports on-device and cloud LLMs 344 Codex, OpenCode 1 2,149 tok
milisp/mcp-linker mcp-linker.milisp.dev Manage MCP servers, skills and plugins across Claude Code, Codex, Cursor and more. Built-i 344 Codex, OpenCode 1 609 tok
W17ant/Claude-Office A pixel art virtual office that visualizes your AI agents working in real-time. Claude Cod 344 Claude Code 1 —
xensik/gsc-tool A utility to compile & decompile IW engine game scripts. 344 Claude Code, GitHub Copilot 2 4,908 tok
kousen/claude-code-training Slides and demos for a training course on Claude Code 343 Claude Code, Codex, OpenCode 9 2,631 tok
steveyegge/vc VC - AI-orchestrated coding agent colony 343 Claude Code 1 5,866 tok
cvet/fonline fonline.ru FOnline Engine is a flexible cross-platform isometric game engine 343 Codex, OpenCode 1 4,289 tok
tuchg/Lucarne Stop babysitting local AI agents. Just notifications, approve, and resume your Codex,Pi,Gr 343 Codex, OpenCode 1 1,090 tok
gatelynch/llm-knowledge-base Inspired by Andrej Karpathy's llm-wiki concept, a personal knowledge base system that clea 343 Claude Code, Codex, OpenCode 9 2,933 tok
carterlasalle/mac_messages_mcp pypi.org An MCP server that securely interfaces with your iMessage database via the Model Context P 343 Claude Code 1 —
jkingsman/Remote-Terminal-for-MeshCore A remote client for MeshCore radios with packet capture, store-and-decrypt, bots, MQTT, an 343 Claude Code, Codex, OpenCode 2 9,277 tok
theNetworkChuck/claude-phone Voice interface for Claude Code via SIP/3CX - Call your AI, and your AI can call you 343 Claude Code 1 2,575 tok
dondai44423/bladebro A Fully free agentic browser driver for AI , few tools, full control, real stealth, top-ti 343 Claude Code, Codex, OpenCode 2 3,324 tok
AnomalyNTE/Anomaly anomalynte.com NTE plugin framework and API. Heterogeneous plugin framework 343 Codex, OpenCode 1 4,686 tok
bia-technologies/yaxunit bia-technologies.github.io YAxUnit. An extension for running tests 343 Claude Code, Codex, OpenCode 4 2,037 tok
neutree-ai/openapi-to-skills neutree.ai OpenAPI to Agent Skill for context-efficient AI agents 342 Claude Code 1 621 tok
Totoro-jam/battle-tested-patterns patterns.totorojam.com Battle-tested programming patterns from production codebases — React, Linux, Go, Chromium, 342 Claude Code, Codex, OpenCode 7 2,194 tok
TheDecipherist/claude-code-mastery-project-starter-kit thedecipherist.github.io The definitive starting point for Claude Code projects. Based on Claude Code Mastery Guide 342 Claude Code 57 8,434 tok
jihe520/Agentic-Desktop-Pet 🤖👾🐶 Next-generation Agentic desktop pet = LLM + Memory + Emotion + RPG + Claude Code 342 Claude Code 1 794 tok
opencoredev/login-with-chatgpt login-with-chatgpt-iota.vercel.app A simple SDK that lets your users log in with their ChatGPT account. 342 Claude Code 1 723 tok
eyalzh/browser-control-mcp MCP server paired with a browser extension that enables AI agents to control the user's br 342 Claude Code 1 467 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 342 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 49 15,461 tok
beevibe-ai/beevibe beevibe.ai The agent-native OS for companies. 341 Claude Code 1 2,886 tok
context-hub/generator docs.ctxllm.com CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or 341 Claude Code 1 1,585 tok
remorses/termcast termcast.app Turn any Raycast extension into a terminal user interface (TUI). Powered by opentui & reac 341 Claude Code, Codex, OpenCode 2 13,729 tok