How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
zwl467135974/lumina Lumina is an enterprise-grade AI Agent development framework built on AgentScope Java and 91 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 9,612 tok
whistlegraph/aesthetic-computer aesthetic.computer 91 Claude Code, Codex, OpenCode 11 2,968 tok
rknall/claude-skills Generic skills used in my daily work 91 Claude Code 1 1,410 tok
opena2a-org/hackmyagent hackmyagent.com Metasploit for AI agents: scan, attack, and fix AI agents and MCP servers. Open source sec 91 Claude Code 1 —
LIDR-academy/lidr-specboot This repository contains a comprehensive set of development rules, standards, and AI agent 90 Claude Code, Codex, Gemini CLI, OpenCode 6 18 tok
interviewstreet/hackerrank-orchestrate-june26 90 Claude Code, Codex, OpenCode 2 2,427 tok
vincentlaucsb/experiencer An interactive resume editor made with React 90 Claude Code, Codex, OpenCode 2 1,152 tok
yours-org/yours-wallet yours.org A non-custodial and open-source wallet for BSV and 1Sat Ordinals. 90 Claude Code, Codex 1 —
vstorm-co/memv vstorm-co.github.io Structured, temporal memory for AI agents. 90 Claude Code 6 1,576 tok
prime-radiant-inc/streamlinear A lightweight Linear MCP server for Claude Code that exposes one tool with action dispatch 90 Claude Code, Codex, OpenCode 2 1,716 tok
CodeAlive-AI/codealive-mcp codealive.ai Context engine for large codebases, exposed through MCP. Gives AI coding agents precise re 90 Claude Code, Codex, OpenCode 5 5,503 tok
jparkerweb/ai-assist-skills 🤖 A collection of AI agent skills that automate recurring engineering workflows that can 90 Claude Code, Codex, OpenCode 2 650 tok
Tako-Research/TakoVM tako-research.github.io A secure file system for your agents to execute code 90 Claude Code 3 926 tok
CloudChef/atlasclaw atlasclaw.ai AtlasClaw is an enterprise agent framework supporting mutliple users and multi system inte 90 Claude Code, Codex, OpenCode 2 2,068 tok
kangarooking/tiktok-gen AI-powered digital human video generation platform for TikTok marketing 90 Claude Code, Codex, OpenCode 2 1,563 tok
justi/claude-code-project-boundary Claude Code plugin: scope-aware protection — allows destructive ops (rm, mv, chmod) within 90 Claude Code 1 483 tok
ChanMeng666/echook 【Every star you give feeds a hungry developer's motivation!⭐️】 🔊 echook — AI-operated aud 90 Claude Code, Codex, OpenCode 2 1,945 tok
cl-ai-project/cl-mcp 90 Claude Code, Codex, OpenCode 6 4,867 tok
netresearch/jira-skill AI agent plugin for Jira — CLI tools for issues, worklogs, sprints, and more | Server/DC & 90 Claude Code, Codex, OpenCode 2 1,313 tok
gpt-cmdr/ras-commander clbengineering.com The RAS-Commander library provides a python API and agentic features for automating HEC-RA 90 Claude Code, Codex, OpenCode 77 4,430 tok
mit-network/everything-claude-code 90 Claude Code, Codex, Kiro 58 —
mochow13/keen-code mochow13.github.io A context-aware terminal-based coding agent written in Go. Supports multiple-providers, MC 90 Claude Code, Codex, OpenCode 4 292 tok
zhagqn/agentwork 90 Claude Code, Codex, OpenCode 2 919 tok
AgriciDaniel/claude-music AI music production skill for Claude Code, powered by ACE-Step 1.5. Generate full songs fr 90 Claude Code 1 1,472 tok
Soul-Brews-Studio/arra-oracle-v3 Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management 90 Claude Code, Codex, OpenCode 17 8,313 tok
sergebulaev/youtube-skills cccrafts.ai YouTube and YouTube Shorts marketing skills for Claude Code and Codex: high-CTR titles, SE 90 Claude Code, Codex, OpenCode 2 4,631 tok
jurisupport/jurisupport-plugins 90 Claude Code 1 456 tok
r-lib/downlit downlit.r-lib.org Syntax Highlighting and Automatic Linking 90 Claude Code, Codex, OpenCode 2 1,253 tok
tensormux/kernel-skills Open source skill library for AI coding agents to write, optimize, and debug high performa 89 Claude Code 1 4,586 tok
wang-baohai/Omni-Stack A microservices scaffold platform and ERP based on Spring Boot 4 + Vue 3, built using the 89 Claude Code, Codex, OpenCode 3 5,219 tok
liuyuelintop/react-portfolio liuyuelin.dev An interactive React 18 portfolio featuring AI-powered career assistance, dynamic project 89 Claude Code, Codex, OpenCode 2 3,239 tok
istarwyh/mcpadvisor MCP Advisor & Installation - Use the right MCP server for your needs 89 Claude Code 24 4,081 tok
coralogix/canopy Canopy - the open-source agent workspace runtime 89 Claude Code 1 885 tok
bluzir/claude-pipe File-First Agent Orchestration. Readable agents. Inspectable state. Predictable costs. 89 Claude Code 1 1,939 tok
skoowoo/vaultr-notes Vaultr: AI-native note-taking app compatible with Obsidian. AI agents organize and help yo 89 Claude Code 1 61 tok
robertguss/bmad_automated A CLI tool for automating BMAD-METHOD development workflows with Claude Code. 89 Claude Code 1 512 tok
the-void-ia/void-box voidplatform.ai Composable agent runtime with enforced isolation boundaries 89 Claude Code, Codex, OpenCode 7 18,493 tok
josephgoksu/TaskWing taskwing.app Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Priv 89 Claude Code, Codex, Gemini CLI, OpenCode 3 7,754 tok
sandydasari/openacme openacme.org An AI workforce platform: role-specialized agents with multi-provider LLM, MCP, tasks, and 89 Claude Code 2 13,009 tok
ftes/phoenix_test_playwright hexdocs.pm Execute PhoenixTest cases in an actual browser via Playwright. 89 Claude Code, Codex, OpenCode 2 270 tok
eight-acres-lab/openmelon pointeight.ai A content-creation agent runtime for reproducible multimodal production — projects, workfl 89 Claude Code, GitHub Copilot 11 2,652 tok
paleo/alignfirst alignfirst.paroi.tech Software engineering tools built for 2026. 89 Claude Code, Codex, OpenCode 2 866 tok
wenshao/codeagents 89 Claude Code, Codex, OpenCode 2 1,526 tok
vdaubry/bottega Coding agent orchestration for engineering teams — shipped as a spec plus a working refere 89 Claude Code 4 —
barkain/claude-code-workflow-orchestration Claude Code plugin for multi-step workflow orchestration — automatic task decomposition, p 89 Claude Code 1 4,519 tok
sportsdataverse/sportsdataverse-js js.sportsdataverse.org Retrieves sports data from a popular sports website as well as from the NCAA website, with 89 Claude Code, GitHub Copilot 4 14,448 tok
branchbox/branchbox branchbox.dev Parallel, isolated dev environments for humans and AI coding agents. Real containers. Real 89 Claude Code, Codex, OpenCode 4 10,981 tok
cookyman74/my_harness Handling complex tasks with one giant prompt contaminates the context, repeats the same bl 89 Claude Code, Codex, OpenCode 14 4,114 tok
polmarza/project-template Plantilla para empezar proyectos con agentes de código: antes de escribir nada, el agente 89 Claude Code, Codex, OpenCode 10 3,461 tok
djayatillake/studybible-mcp Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics 89 Claude Code 2 —