How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
GaZmagik/claude-memory-plugin Persistent knowledge storage with semantic search, graph linking, and contextual gotcha in 6 Claude Code 1 39 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
shiiman/claude-code-plugins 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,554 tok
Lab2A/metalworks Open-source marketing research + Reddit engagement library. Demand reports from real conve 6 Claude Code 2 554 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
romain325/opencode-hooks-plugin Use claude code hooks definition in opencode. 6 Claude Code, OpenCode 1
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 2,841 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
easingthemes/dx-aem-flow AI-powered development plugins for Claude Code & Copilot CLI — requirements to PR workflow 6 Claude Code, Codex, Gemini CLI, OpenCode 4 7,326 tok
RashadAnsari/myagents Personal plugin marketplace for Claude Code, Cursor, and Claude Desktop. Brings Rashad's w 6 Claude Code, Codex, OpenCode 1 889 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
v11g/codex-review-cc A Claude Code plugin that summons OpenAI Codex as an adversarial reviewer and debates it t 6 Claude Code 1 97 tok
younnieCutler/japan-career-agent AI agent suite for Japan job hunting — self-analysis, resume, company research, matching, 6 Claude Code, Codex, OpenCode 2 1,741 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
josephfung/strategy-os A Claude plugin that turns scattered strategy artifacts into a testable, executable system 6 Claude Code 1 1,168 tok
shandar/trace affordance.design Every decision traced from intent to ship. A Claude Code plugin that keeps your PRD in syn 6 Claude Code 4
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
akahkhanna/groundtruth Groundtruth — a Claude Code plugin that audits whether an agent actually did what it was a 6 Claude Code 1 2,531 tok
chicken-noodle-chris/tome Tome is a Claude Code plugin and a CLI tool with skills and scripts to create an llm-wiki 6 Claude Code 1 409 tok
timmx7/acheron-mcp-server MCP server bridging context between Claude Chat, Code, and Cowork 6 Claude Code 1 2,957 tok
mahmoudimus/simba mahmoudimus.com Simba - Remember! Remember Who You ARE! A state-of-the-art unified memory + reasoning plug 6 Claude Code 1 1,888 tok
berkkorkmaz/signal-hunter AI-powered daily trend hunter. Aggregates 15+ sources, detects cross-source signals, gener 6 Claude Code 1 747 tok
knqiufan/pulse-line A highly customizable Claude Code status bar plugin with multi-theme support, internationa 6 Claude Code 1
kelp/webdown tcole.net Download websites and save or view them as markdown, great for feeding into an LLM 6 Claude Code 3 1,657 tok
spacecode-ai/SpaceBridge-MCP MCP server that turbocharges vibe coding by automating issue tracking 6 Claude Code 1 270 tok
dkships/substack-publisher-mcp publisher-api.substack.com MCP server for Substack's official Publisher API — query posts, analytics, and subscribers 6 Claude Code, Codex, OpenCode 2 1,436 tok
damianof/minto-skill damianofusco.com An AI skill that analyzes any draft or idea against the Minto Pyramid Principle and delive 6 Claude Code, Codex 2
haoyifan/Silicon-Pantheon siliconpantheon.com Silicon Pantheon - Tactics game played by AI agents coached by human 6 Claude Code 2
bringfire/rook-release Rook public release: Windows installer, Claude Code plugin, and documentation. 6 Claude Code 9
Siiichenggg/claude-hud-glm Claude Code statusline HUD plugin with GLM API balance tracking. Shows context usage, acti 6 Claude Code 1 1,084 tok
levi-qiao/sherlock-claude An AI-powered code analysis platform built on [Claude Agent SDK](https://github.com/anthro 6 Claude Code 1 2,041 tok
reactome/reactome-mcp This is just a prototype for now 6 Claude Code 10
x3p0-dev/x3p0-skills ✨ Claude skills for building WordPress plugins and themes. 6 Claude Code 1 620 tok
ishwarjha/legalant 18-agent AI system for Indian legal work — Claude Code plugin 6 Claude Code 1 2,870 tok
junebash/swift-tarot-mcp A Swift-based MCP (Model Context Protocol) server for tarot card readings 6 Claude Code 1 563 tok
phkus/tinderbox-mcp An MCP server for interacting with the knowledge management tool Tinderbox. 6 Claude Code 1 1,106 tok
mattias242/mcp-imap-server MCP server for IMAP email access - enables Claude and other LLM applications to read email 6 Claude Code 1 1,239 tok
danielealbano/mcp-for-azure-devops-boards A Model Context Protocol (MCP) server for interacting with Azure DevOps Boards and Work It 6 Claude Code 2
imaimai17468/modern-short-video-skills Agent Skills 6 Claude Code 2
Talap-creator/mcp-token-saver Real-time Claude.ai/Codex subscription awareness for AI coding assistants. Surfaces your l 6 Claude Code 1 592 tok
okets/folder-mcp 6 Claude Code, Gemini CLI 8 9,581 tok
shannonbay/Conductor A Model Context Protocol server that gives an LLM agent a persistent, hierarchical task tr 6 Claude Code 5 2,468 tok