How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
yinguangyao/coding-agent-runner ACP-friendly Node.js SDK for local coding agents: run Codex, Claude Code, Cursor, OpenCode 24 Codex, OpenCode 1 864 tok
minerd/CmdManager WPF utility to manage cmd.exe windows running Claude Code: live console preview, idle dete 24 Claude Code 1 1,978 tok
sprklai/zenii zenii.sprklai.com Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI 24 Claude Code 5 3,364 tok
djtelicloud/grok-mcp-server grokmcp.org Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS C 24 Codex, OpenCode 1 525 tok
sirmews/claude-hook-advisor Suggest alternatives based on matching keywords so Claude stops doing dumb things. 24 Codex, Gemini CLI, OpenCode 2 1,609 tok
colchuck-ai/ai-resource-manager Package manager for AI rules and prompts with semantic versioning and automatic distributi 24 Codex, OpenCode 1 1,809 tok
x51xxx/codex-mcp-tool 24 Codex, OpenCode 1 661 tok
wangjianjq/Skill Auto agents 24 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 45 8,297 tok
burnjohn/quick-blog Demo project with basic blog platform features 24 Claude Code 30 566 tok
malvoamadeus-png/smart-money-miner 24 Claude Code 1 1,012 tok
puck-security/puck-scout puck.security Autonomous, read-only endpoint investigation via MCP. Ask a question about your fleet, get 24 Claude Code 1 1,649 tok
MidnightV1/Claude-Code-Feishu Give Claude Code a Feishu/Lark messaging interface — with calendar, documents, tasks, wiki 24 Claude Code 29 3,028 tok
letsdev-it/sessfind CLI tool to search and resume AI sessions across Github Copilot, Claude Code, OpenCode, Co 24 Codex, GitHub Copilot, OpenCode 2 847 tok
Gdenian/claude-code-cn-plus Claude Code Chinese localization enhancement package — one-click installation, fully local 24 Claude Code 1 298 tok
sahajamit/VidSnatch YouTube toolkit for humans and AI agents — CLI, web UI, and MCP server. Search, download, 24 Claude Code, GitHub Copilot 2 3,950 tok
VaiYav/speckit-product-forge 24 Claude Code 1 2,455 tok
dp-pcs/ogp Open Gateway Protocol — federation daemon for AI agent gateways. Cryptographically signed 24 Claude Code, Codex, OpenCode 2 528 tok
bobchao/product-coach An AI Product Coach that asks, not tells. 24 Claude Code, Codex, OpenCode 3 2,406 tok
Ranvier-Technologies/pixir pixir.dev Pixir: supervised subagents and workflows for coding agents 24 Claude Code, Codex, OpenCode 6 3,036 tok
wolfgangihloff/rechtsinformationen-bund-de-mcp testphase.rechtsinformationen.bund.de An MCP (Model Context Protocol) server that provides access to the official German Federal 24 Claude Code 1 3,263 tok
fanyangwuye/IP-skills-Example-package An IP content creation skill library for Agents, supporting workflows for copywriting, cha 24 Claude Code, Codex, OpenCode 2 852 tok
NikolasMarkou/epistemic-deconstructor Claude skill for reverse engineering systems 24 Claude Code 1 4,077 tok
elliot-at-liminalnook/A2A Rust A2A tools for the greater good 24 Claude Code 1 2,515 tok
cdelmonte-zg/nanoidp cdelmonte-zg.github.io A test identity provider: real OAuth2/OIDC and SAML 2.0 for development and testing, with 24 Claude Code 1 —
NapthaAI/openstackbench docs.stackbench.ai 24 Claude Code 5 2,442 tok
Aniket-a14/SRA sra-xi.vercel.app AI-powered Software Requirements Analysis (SRA) system that evaluates requirement quality, 24 Claude Code, Codex, Gemini CLI, OpenCode 45 9,404 tok
tessro/fab fab.tessro.ai 🚌 beep beep. Hop aboard the fabulous agent bus: an agent swarm supervisor. 24 Claude Code 2 299 tok
Koomook/claude-agent-template A Next.js template for building AI agents with Vercel AI SDK, Claude Agent SDK, and custom 24 Claude Code 1 863 tok
levabond/ai-mobile-system-design-skills 24 Claude Code 1 —
pr1m8/haive Haive AI Agent Framework — production-ready monorepo with 53+ agents, RAG, memory, KG, and 24 Claude Code 2 4,711 tok
huisezhiyin/agent-experience-capitalization Project memory for coding agents: team-shareable engineering experience assets with Milvus 24 Codex, OpenCode 1 1,201 tok
lululu811/init-knowledge-base Initialization script based on the knowledge base of Karpathy 24 Codex, OpenCode 1 4,341 tok
bishopZ/2026-Boilerplate bishopz.com A local-first React/Typescript web app boilerplate for 2026. A family of frontend technolo 24 Codex, OpenCode 1 1,506 tok
zhiweio/data-driven-ai-guide zhiweio.github.io Teach Data Engineers How to Think AI. 24 Codex, OpenCode 1 688 tok
kevinslin/agstack LLM Skills 24 Codex, OpenCode 1 142 tok
fb0sh/pentester An automated penetration testing framework based on AI agents, strictly following the PTES 24 Claude Code, Codex 58 —
any-context/lazyclaude Claude AI session manager for tmux 24 Claude Code 1 —
opsyhq/opsy opsy.sh Infrastructure management for AI agents 24 Claude Code, Codex, OpenCode 2 835 tok
benday-inc/azdoutil A collection of useful Azure DevOps utilities. 24 Claude Code 2 9,742 tok
lihaozheCharlie/TwhWiki the-way-here: turn scattered diaries into an indexable map of your life. 24 Codex, OpenCode 1 1,061 tok
berksunduri/GOPost 24 Claude Code, Codex, OpenCode 46 1,695 tok
ricktaylor/hardy BPv7 DTN server implementation 24 Claude Code, Codex, OpenCode 2 2,183 tok
JKorf/Mexc.Net cryptoexchange.jkorf.dev C#/.NET client library for the Mexc.com cryptocurrency exchange REST and WebSocket APIs, s 24 Codex, GitHub Copilot, OpenCode 2 3,068 tok
ja11sop/cuppa A simple, extensible build system for use with Scons 24 Codex, OpenCode 1 15,075 tok
craigsdennis/linkedout-pipelines A way to share external links and track interactions using Cloudflare Pipelines 24 Codex, OpenCode 1 3,487 tok
sharifhsn/wedeo Rust rewrite of FFmpeg 24 Claude Code 1 1,398 tok
sy159/snowgo A lightweight rapid-development Golang API project built with Gin + Gorm, ready to use out 24 Codex, OpenCode 1 1,720 tok
parautenbach/Home-Automation Home automation repository 24 Claude Code 1 1,798 tok
DexRobot/dexrobot_isaac Isaac Gym environments and training for DexHand 24 Claude Code 1 5,362 tok
yaoyouzhong/boss-resume-filter yaoyouzhong.github.io A local-first recruitment screening workspace | Click the Website below for the product de 24 Claude Code, Codex, OpenCode 2 19,914 tok