How real projects configure their agents

1,902 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
iamrichardD/tradingview 58 Claude Code, Gemini CLI 15 6,916 tok
kranthik123/Gemini-Ralph-Loop 58 Gemini CLI 1 318 tok
Case211/skill-remnawave-xray Claude Code skill/plugin: Remnawave + Xray Reality/Vision + Caddy selfsteal + mihomo — ref 58 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,844 tok
deliveryhero/asya asya.sh 🎭 Distributed Actor Mesh on K8s for AI Agents 58 Claude Code, Codex, Gemini CLI, OpenCode 4 4,426 tok
trustabl/trustabl Scan agents and auto-remediate agent reliability issues pre-production 58 Claude Code, Gemini CLI 2 6,245 tok
doncheli/don-cheli-sdd doncheli.tv Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framewo 57 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 3,547 tok
SummerEngine/summer-engine-agent summerengine.com The game engine for AI agents. Give your AI superpowers for game dev + A skills framework 57 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
RYOITABASHI/Shelly AI-powered chat-first terminal IDE for Android. Built entirely on a phone, by someone who 57 Claude Code, Codex, Gemini CLI, OpenCode 3 11,157 tok
rrd108/nuxt-users 57 Gemini CLI 1
AgriciDaniel/gogh agricidaniel.github.io Gogh is a source-cited Obsidian operating brain that turns six frontend design skills into 57 Claude Code, Codex, Gemini CLI, OpenCode 3 436 tok
oculus-samples/Unity-InteractionSDK-Samples Sample projects to showcase the Unity Meta XR Interaction SDK. 56 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,053 tok
say828/claude-router Claude-router is a best project for using open model in claude-code 56 Claude Code, Gemini CLI 2 2,754 tok
fuwenhao12/academic-ref-inserter 55 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,753 tok
netresearch/claude-code-marketplace netresearch.github.io Curated Agent Skills collection for AI-assisted development. Open standard — agentskills.i 55 Claude Code, Codex, Gemini CLI, OpenCode 3 2,254 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 55 Claude Code, Codex, Gemini CLI, OpenCode 3 4,308 tok
AgriciDaniel/youtuber agricidaniel.github.io A source-cited YouTube brain: creator growth & strategy, the developer API, and paid adver 55 Claude Code, Codex, Gemini CLI, OpenCode 3 403 tok
Vrooli/Vrooli vrooli.com Open-source, self-improving autonomous agent swarm🐇 55 Claude Code, Codex, Gemini CLI, OpenCode 3 2,260 tok
norman-finance/norman-mcp-server norman.finance AI-powered bookkeeping and tax filing automation for entrepreneurs at the heart of the Eur 54 Claude Code, Gemini CLI 2 136 tok
hainamchung/agent-assistant agent-assistant-ten.vercel.app 54 Claude Code, Gemini CLI 2 2,412 tok
vlasenkoalexey/tpu_performance_autoresearch_wiki vlasenkoalexey.github.io Wiki built using Karpathy method containing information about TPU performance optimization 54 Claude Code, Codex, Gemini CLI, OpenCode 21 1,427 tok
AzureCosmosDB/cosmosdb-agent-kit A collection of skills for AI coding agents working with Azure Cosmos DB. Skills are packa 54 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,487 tok
taylormadearmy/u1-slicer-for-android 54 Claude Code, Codex, Gemini CLI, OpenCode 4 18,057 tok
sodam-ai/SoDam-WikiMate A Claude Code plugin plus portable MCP core that, when you tell AI “organize this,” organi 54 Codex, Gemini CLI, OpenCode 2 2,824 tok
charliesbot/chai Keep AI coding agent configs in sync. One manifest, distributed to every platform. 53 Codex, Gemini CLI, OpenCode 2 1,583 tok
tutur3u/platform tuturuuu.com Tuturuuu is an AI-native, open-source workspace that unifies tasks, scheduling, and team c 53 Claude Code, Codex, Gemini CLI, OpenCode 59 2,997 tok
oculus-samples/Unity-LocalMultiplayerMR Mixed Reality samples that demonstrate how to enable multiplayer 53 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,052 tok
ankurkumarz/agentic-ai-knowledge-base Agentic AI is the fast evolving technology landscape and this repository is an effort to c 53 Claude Code, Codex, Gemini CLI, OpenCode 3 6,612 tok
ruaan-deysel/unraid-management-agent Go-based Unraid plugin monitor and control your Unraid system via REST API, WebSocket, MCP 53 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 10,024 tok
markmcd/gemini-docs-ext Gemini CLI extension that adds Gemini API docs and MCP 53 Gemini CLI 1 265 tok
ZSeven-W/openpencil-skill LLM skill for designing with OpenPencil via the op CLI and MCP tools 53 Gemini CLI 1 12 tok
rexleimo/aios cli.rexai.top Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude 52 Claude Code, Codex, Gemini CLI, OpenCode 3 10,737 tok
tody-agent/codymaster cody.todyle.com Vibe Coding Framework - Full SaaS Development Team from A-Z with Brain, Self Improvement, 52 Codex, Gemini CLI, OpenCode 2 767 tok
eric861129/SKILLS_All-in-one huangchiyu.com Search, preview, and download open-source AI agent skills for Claude Code, Codex, ChatGPT, 52 Gemini CLI 1 1,316 tok
TokenRollAI/acplugin Convert Claude Code plugins to Codex, OpenCode, and Cursor formats 52 Claude Code, Codex, Gemini CLI, OpenCode 7 2,904 tok
rfabbri/minus multiview-3d-drawing.sourceforge.net Minimal problem numerical continuation solver 51 Codex, Gemini CLI, OpenCode 2 2,607 tok
duongductrong/antigravity-kit The essential CLI toolkit for Antigravity 51 Claude Code, Gemini CLI 2 1,067 tok
forketyfork/architect forketyfork.github.io A flexible terminal grid for multi-agent AI workflows 50 Claude Code, Codex, Gemini CLI, OpenCode 4 5,629 tok
JCodesMore/youtube-for-ai-agents dsc.gg Your AI agent can now search Youtube, watch videos, create highlight reels, and more 50 Claude Code, Gemini CLI 2 929 tok
zscaler/zscaler-mcp-server pypi.org Zscaler Integration MCP Server is a Model Context Protocol (MCP) server designed for manag 50 Claude Code, Gemini CLI 2 39,477 tok
marcodiniz/ag-local-bridge Local OpenAI, Anthropic & Gemini API bridge for Antigravity — use Claude Sonnet/Opus 4.6, 50 Gemini CLI 1 4,236 tok
Obedience-Corp/festival fest.build Structured planning and persistent context for AI coding agents. Plan multi-phase work onc 50 Claude Code, Codex, Gemini CLI, OpenCode 2 1,269 tok
dcc-mcp/dcc-mcp-maya dcc-mcp.github.io Maya-specific implementation of Model Context Protocol (MCP) for Autodesk Maya, enabling r 50 Claude Code, Codex, Gemini CLI, OpenCode 3 9,758 tok
mulhamna/jira-commands jirac.keton.id Jira toolkit for terminals, coding assistants, and bots. 49 Claude Code, Codex, Gemini CLI, OpenCode 3 2,513 tok
RocketChat/Opensource-Contribution-Leaderboard gsoc.rocket.chat Open Source project contributors tracking leaderboard originally built with :heart: in N 49 Codex, Gemini CLI, OpenCode 2 1,895 tok
buiphucminhtam/forgewright Adaptive AI Orchestrator — 52 skills, 19 modes. SaaS, game dev, XR, AI/ML. Pipeline: DEFIN 49 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 19 18,691 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 49 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
EXXETA/trufos exxeta.github.io A modern, open source REST API client 49 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 5,423 tok
markifact/markifact-mcp markifact.com MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad ope 48 Claude Code, Gemini CLI 2 1,111 tok
keithrbennett/cov-loupe keithrbennett.github.io Refines Ruby Simplecov test coverage data as CLI, MCP server, and library 48 Claude Code, Codex, Gemini CLI, OpenCode 3 4,117 tok
godmakereth/vibe-coding-tw 🌏 The Ultimate Vibe Coding Guide - Traditional Chinese Version | Traditional Chinese vers 48 Claude Code, Codex, Gemini CLI, OpenCode 3 3,661 tok