How real projects configure their agents

24,815 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
frootai/frootai frootai.dev From the Roots to the Fruits ! 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 9,774 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
Diplomat-ai/diplomat-agent diplomat.run What can your AI agent do to the real world? Scan your code. See which tool calls have zer 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,004 tok
luccapinto/agentic-data-kit The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, sk 7 Codex, GitHub Copilot, OpenCode 2 1,304 tok
zx06/xsql 🤖 AI-first cross-database CLI tool. Query MySQL/PostgreSQL safely with read-only protecti 7 Claude Code, Codex, OpenCode 2 2,593 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
damien-schneider/agent-skills-library agents-library.dev The centralized hub for AI agent capabilities. Discover, share, and manage high-quality ma 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,309 tok
francescogabrieli/glyph Instructions-as-Code toolchain for compact, measurable agent instruction manifests 7 Codex, GitHub Copilot, OpenCode 2 2,828 tok
canblmz1/ruleProb Test whether your CLAUDE.md, AGENTS.md and .cursor/rules actually survive AI agent executi 7 Claude Code, Codex, OpenCode 2 2,881 tok
omarhelal1234/ai-agents-library The Agency — 184 AI specialists + a browser orchestrator that builds, tests and ships proj 7 Claude Code, Codex 2 —
bntvllnt/codebase-intelligence npmjs.com CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and a 7 Claude Code, Codex, OpenCode 2 3,174 tok
aka-NameRec/ai-standards Centralized AGENTS.md generator for project AI standards. 7 Codex, OpenCode 2 6,168 tok
johnnichev/nv-context skills.nichevlabs.com nv:context > Context engineering for engineers who ship. Auto-detects, analyzes, generates 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,235 tok
ksgisang/AI-Watch-Tester ai-watch-tester.vercel.app AI-powered automated E2E testing. Just enter a URL — AI generates and runs test scenarios. 7 Claude Code, Codex, OpenCode 2 36,800 tok
damienbenveniste/ScaffoldGuard 7 Codex, OpenCode 1 4,254 tok
Apptware-Product-Labs/markr apptware.com Fast Markdown preview for VS Code & Cursor — GitHub rendering, live TOC, Mermaid, multi-ta 7 Claude Code, Codex, Cursor, OpenCode 3 1,265 tok
voidlab7/weiyige-pavilion 7 Claude Code, Codex, OpenCode 9 4,941 tok
JKorf/Toobit.Net cryptoexchange.jkorf.dev C#/.NET client library for the Toobit.com cryptocurrency exchange REST and WebSocket APIs, 7 Codex, GitHub Copilot, OpenCode 2 2,831 tok
keaven/gsDesignSkills keaven.github.io Claude Code skills for clinical trial design R packages (gsDesign, gsDesign2, rpact, graph 7 Claude Code, Codex, OpenCode 2 524 tok
hojinlee/multi-agent-repo-handoff-skill 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,096 tok
xc404/kiwi 7 Claude Code, Codex, Cursor, OpenCode 9 1,656 tok
dhruv-anand-aintech/agent-rules-sync Synchronize rules, skills, settings, and MCP servers across Claude Code, Cursor, Gemini, O 7 Claude Code, Codex, OpenCode 2 3,515 tok
agentconfig/agentconfig.org agentconfig.org Elevate your AI assistants by configuring them for any role or workflow. Explore the primi 7 Claude Code, Codex, OpenCode 14 2,373 tok
keska-labs/enterprise-skills Cursor / VSCode plugin for working with private skills repositories. 7 Codex, OpenCode 1 1,765 tok
BlackLeg15/desafio_bloc_1 Flutter Playground app 7 Codex, Cursor, OpenCode 4 846 tok
artmalkov/marketing-agi 7 Codex, OpenCode 1 449 tok
merencia/pairwith 7 Codex, OpenCode 1 686 tok
aperepel/claude-spec-builder Claude Code plugin for structured requirements gathering via adaptive interviews. Integrat 7 Claude Code, Codex, OpenCode 2 785 tok
OITApps/claude-code-team-commander Blueprint for building a shared Claude Code configuration for your team — personas, comman 7 Claude Code, Codex, OpenCode 2 277 tok
joshidikshant/devsquad Claude Code plugin that intercepts tool calls with hooks and routes work across Gemini, Co 7 Codex, OpenCode 1 335 tok
pbmagnet4/nlm-memory npmjs.com Local-first memory for AI agents across tools, sessions and projects. Recover decisions, i 7 Codex, OpenCode 1 181 tok
chenmitchell/omg-payment-skill AI Skill for OMG Payment Gateway (Taiwanese third-party payment API with credit card, ATM, 7 Claude Code, Codex, Gemini CLI, OpenCode 3 6,176 tok
olegvg/olegvg-skills Claude Code plugin: three-layer knowledge base pattern (sources, summaries, indexes) for a 7 Claude Code, Codex, OpenCode 2 1,147 tok
jamestelfer/sandy Sandboxed TypeScript runtime for AI coding agents to query AWS — full SDK access with in-s 7 Claude Code, Codex, OpenCode 2 1,744 tok
mem9-ai/mem9-claude-plugin Mem9 persistent cloud memory plugin for Claude Code — installable via CoWork 7 Codex, OpenCode 1 325 tok
shrwnsan/vibekit-claude-plugins VibeKit: Productivity Plus Claude Code Plugin Marketplace. A curated collection of product 7 Codex, OpenCode 1 2,052 tok
CarolaneLFBV/ios-development-agents Ultra-granular iOS development for AI agents (1 plugin = 1 job) 7 Claude Code, Codex, OpenCode 2 367 tok
andreasasprou/agent-skills Claude Code plugins: Oracle (GPT-5.2 advisor), Safety Net (block destructive commands), op 7 Codex, OpenCode 1 89 tok
sablier-labs/plugin-marketplace Official Sablier plugin marketplace for AI agents like Claude Code 7 Claude Code, Codex, OpenCode 2 248 tok
jamstop/claude-code-nostalgia-sounds Nostalgic sound effects plugin for Claude Code - dial-up tones, Windows XP sounds, AOL mai 7 Codex, OpenCode 1 1,824 tok
URaux/archviber-plugin ArchViber: Architecture visualization plugin for Claude Code 7 Claude Code, Codex, OpenCode 2 1,234 tok
Consiliency/Flutter-Structurizr Flutter Structurizr diagram manipulation implementation. 7 Claude Code, Codex, OpenCode 8 9,684 tok
dhar174/custom_github_copilot_agent_builder A framework for building customized, optimized custom Github Copilot agents using custom r 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 91 92,360 tok
leprachuan/Wee-Orchestrator 🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from T 7 Codex, OpenCode 1 3,470 tok
bastos/skills My own collection of skills 7 Claude Code, Codex, OpenCode 2 993 tok
widoriezebos/descartes-mcp MCP server for java. Deep introspection and REPL out of the box 7 Claude Code, Codex, Gemini CLI, OpenCode 4 2,047 tok
magiclane/magiclane-mcp-server developer.magiclane.com A Model Context Protocol (MCP) server enabling AI agents with Magic Lane's location search 7 Claude Code, Codex, OpenCode 2 6,103 tok
nitish-raj/searxng-mcp-bridge npmjs.com Model-Context Protocol server that acts as a bridge to a SearxNG instance 7 Codex, OpenCode 1 917 tok
PiwikPRO/mcp Piwik PRO MCP server 7 Codex, OpenCode 1 850 tok
TheStranjer/foundry-vtt-mcp 7 Codex, OpenCode 1 204 tok