How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
ishandutta2007/claude-skills-by-karpathy a viral set of behavioral guidelines popularized by AI researcher Andrej Karpathy to fix t 6 Claude Code 1 524 tok
nirelbaz/promptpit Portable AI agent stacks. Collect, install, and share across Claude Code, Cursor, and more 6 Claude Code 10 1,711 tok
leonoronhas/prd-to-skill Turn any PRD into an AI coding assistant instruction file — in one command. 6 Claude Code 1 —
BOXELS/cursor-rules A starter template for .cursor/rules — five ready-to-fill markdown files that give AI full 6 Codex, OpenCode 1 372 tok
Flower7C3/tune-tangler f-droid.org Yet another music looper app 6 Codex, OpenCode 1 205 tok
linhai0872/agno-agent-starter Production-grade AI Agent orchestration scaffold based on Agno + AgentOS. Supports 8 model 6 Claude Code, Codex, OpenCode 2 2,360 tok
Masqiller/ARG-RESEARCHER-V4.1 6 Codex, GitHub Copilot, OpenCode 2 1,195 tok
ptonlix/beeweave 🐝 BeeWeave is an agent-native creation workbench that turns collected material, AI-assist 6 Claude Code, Codex, GitHub Copilot, OpenCode 51 2,587 tok
jonthebeef/deckhand Two Claude Code skills (also Codex/Cursor) that drive a GitHub Projects kanban board end t 6 Claude Code 1 765 tok
anortham/julie Can't catch the Razorback... 6 Claude Code, Codex, OpenCode 10 16,206 tok
kehoej/contextception Deterministic context intelligence for code 6 Claude Code, Codex, OpenCode 2 1,617 tok
kitariel/expo-mobile-template 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,161 tok
radif-ru/ai-multi-agent-system radif.ru A local multi-agent system running on self-hosted LLMs (Ollama). 3 channels (Telegram/cons 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 2,319 tok
Contoso-State/red-team-agent-orchestration 6 Claude Code, Codex, GitHub Copilot, OpenCode 49 3,541 tok
PancrePal-xiaoyibao/VitaForge VitaForge | Life Workshop — an AI4S dry-lab engine focused on general medicine and the bro 6 Claude Code, Codex, Gemini CLI, OpenCode 56 3,171 tok
moshehbenavraham/luminaris-quest luminariquest.org Luminari’s Quest – React/Tailwind scaffold for a healing-focused, AI-powered RPG adventure 6 Claude Code, Codex, Gemini CLI, OpenCode 3 867 tok
samartomar/ai-harness Enterprise AI Bootstrapping Harness 6 Claude Code, Codex, OpenCode 2 2,415 tok
kawaz/claude-plugin-jj Claude Code plugin for jj (Jujutsu VCS) 6 Claude Code, GitHub Copilot 2 704 tok
trustmybot/plugin trustmybot.org TrustMyBot (TMB) — Claude Code multi-agent plugin: bro plans, swe builds, pr-reviewer gate 6 Claude Code 1 1,017 tok
cbrake/claude-plugins Claude Code Plugins for development 6 Claude Code 1 1,288 tok
0xPlaygrounds/ryzome-mcp-plugins ryzome.ai 🫚 Integration plugins to leverage Ryzome's agentic context in Openclaw, Claude Code & via 6 Claude Code 1 2,858 tok
Agentchengfeng/claude-channel-feishu Feishu (Lark) channel plugin for Claude Code — messaging bridge with access control, permi 6 Claude Code, Codex, OpenCode 2 269 tok
andrewmarkallen/ClaudeVST ClaudeVST is an AI music production mentor built into Ableton Live as a VST plugin. The go 6 Claude Code 1 3,466 tok
eatmoreduck/SkillManager SkillManager is a cross-platform desktop app for discovering, organizing, editing, and pub 6 Claude Code 1 117 tok
Xuzan9396/plugin_claude 6 Claude Code, Codex, OpenCode 2 6,481 tok
proluct/skanna Security scanner for Claude Code skills, plugins, and MCP servers. A verdict before you in 6 Claude Code 1 193 tok
BitYoungjae/marketplace A Claude Code plugin marketplace by BitYoungjae. 6 Claude Code, Codex, OpenCode 2 591 tok
legacybridge-tech/claude-plugins 6 Claude Code 1 351 tok
anjiacm/agent-kit Production-ready Agent Runtime for Claude Code — Dashboard visualization, Team mode, Plugi 6 Claude Code 1 1,832 tok
himicoswilson/himi-claude-plugins A plugin marketplace for Claude Code by himicoswilson. 6 Claude Code 1 787 tok
timequity/plugins Claude Code plugins for developers 6 Claude Code 1 278 tok
GzuPark/claude-plugin-pack Personal collection of plugins for Claude Code with multi-agent workflows and productivity 6 Claude Code 1 1,074 tok
Xakki/ai-agents-skills Claude Code plugin with skills for agentic development — kanban, scheduled autonomous runs 6 Codex, OpenCode 1 733 tok
rafadorado/qrspiv Claude Code plugin — 7-phase structured development: Question → Research → Design → Outlin 6 Claude Code 1 617 tok
killvxk/malskills-zh Offensive security skills plugin for Claude Code - 120 skills for authorized pentesting, C 6 Claude Code, Codex, OpenCode 2 1,216 tok
ianchesal/tmux-scout-golang A Golang version of qeesung/tmux-scout -- a plugin for navigating Claude and Codex session 6 Claude Code 1 681 tok
navapbc/digital-service-orchestra Workflow infrastructure plugin for Claude Code projects — TDD-driven sprint management, re 6 Claude Code, GitHub Copilot 10 946 tok
VolanDeVovan/claudegram Claude Code in Telegram — a self-configuring bot interface with a plugin system 6 Claude Code 2 1,666 tok
ReviewToolkits/code-review-toolkit A Claude Code plugin for reviewing code quality in existing code bases, based on pr-review 6 Claude Code 1 4,068 tok
Rainnystone/superpowers-flow-enforcer Claude Code Plugin that enforces superpowers workflow through hooks - preventing you from 6 Claude Code 1 1,887 tok
AnInteger/claude-channel-feishu unoffical claude code channel plugin 6 Claude Code 1 919 tok
RashadAnsari/myagents One command to give Claude Code, Cursor, and Codex shared memory, specialist reviewers, wo 6 Claude Code, Codex, OpenCode 1 3,449 tok
Vvlladd/qrspi-orchestrator Multi-agent orchestration plugin for Claude Code — 6-phase pipeline with human-in-the-loop 6 Claude Code 1 1,908 tok
hkd987/remix-browser A Rust MCP server for headless Chrome automation via CDP — built as a Claude Code plugin. 6 Claude Code 1 409 tok
zscott/pane 6 Claude Code 1 —
younnieCutler/japan-career-agent AI agent suite for Japan job hunting — self-analysis, resume, company research, matching, 6 Claude Code, Codex, OpenCode 2 1,531 tok
mercurialsolo/counsel-mcp MCP server for counsel 6 Claude Code 1 691 tok
nathanvale/side-quest-marketplace-old SideQuest - ADHD-friendly Claude Code plugins for developers who thrive on hyperfocus. Too 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 6,917 tok
OpenAnalystInc/10x-MM-Skill Claude Code plugin that turns any AI coding agent into a full marketing team. 25+ skills, 6 Claude Code 41 5,289 tok
aronprins/run-paperclip A Claude Code plugin to operate Paperclip companies outside-in from your interactive Claud 6 Codex, OpenCode 1 8,588 tok