How real projects configure their agents

32,505 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
TokenRollAI/minicc mini claude code impl for learning agent 200 Claude Code 1 33 tok
xiaoyuge886/aigc AIGC Intelligent Agent Platform is a powerful AI application framework that integrates Cla 200 Claude Code 17 1,309 tok
mpecan/tokf tokf.net Config-driven CLI tool that compresses command output before it reaches an LLM context 200 Claude Code 4 2,341 tok
TheBushidoCollective/han han.guru A curated marketplace of Claude Code plugins that embody the principles of ethical and pro 200 Claude Code, Codex, Gemini CLI, OpenCode 6 3,550 tok
phil65/agentpool phil65.github.io A unified agent orchestration hub that lets you configure and manage multiple AI agents (n 200 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,723 tok
maxwell2732/pAI-Econ-claude A Claude Code Skill that helps empirical economists fill gaps in their theoretical framewo 200 Claude Code 3 1,064 tok
SwiftTUI/swift-tui swifttui.sh SwiftUI semantics, drawn in terminal cells — macOS/Linux/Windows/WASI 200 Claude Code, Codex, OpenCode 2 2,502 tok
owncloud/notes :notebook_with_decorative_cover: Notes app for ownCloud 200 Claude Code, Codex, OpenCode 2 764 tok
sadanandpai/clearfrontend clearfrontend.vercel.app 199 Claude Code, Codex, OpenCode 5 3,109 tok
danikf/tik4net Manage mikrotik routers with .NET C# code via ADO.NET like API or enjoy O/R mapper like hi 199 Claude Code, Codex, OpenCode 11 3,362 tok
Yapie0/carboncode yapie0.github.io Carbon Code is a Claude Code-like code development tool and China's first code development 199 Claude Code, Codex, OpenCode 2 3,088 tok
MCP-Manager/MCP-Checklists mcpmanager.ai 199 Claude Code 1 4,505 tok
tokencanopy/e2a e2a.dev Open-source email API for applications and AI agents. Managed hosting at e2a.dev, or self- 199 Claude Code, Codex, OpenCode 2 7,120 tok
elliotttate/SpliceKit splicekit.fcp.cafe Final Cut Pro, unlocked. A Command Palette, MCP server, and an open plugin framework to do 199 Claude Code, Codex, OpenCode 2 22,069 tok
coddy-project/coddy-agent coddy.dev General-purpose agent in one static Go binary: console TUI, ACP server for editors, OpenAI 199 Claude Code, Codex, OpenCode 2 22,383 tok
webdevtodayjason/sub-agents Claude Code Sub Agent Manager. A simple Manager for adding Claude Code Sub Agents with hoo 199 Claude Code 1 1,806 tok
jimmc414/cctrace Claude Code Trace - Export Claude Code chat sessions into markdown and XML 199 Claude Code 3 —
DeL-TaiseiOzaki/claude-code-orchestra 198 Claude Code, Codex, OpenCode 27 4,654 tok
broadinstitute/viral-ngs viral-ngs.readthedocs.io viral-ngs: command line tools and wrappers for processing raw viral genomic data 198 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,089 tok
zippoxer/recall Full-text search and resume for Claude/Codex conversations 198 Claude Code 2 659 tok
sz8887031-bot/kol-claw Making KOL campaigns scientific instead of guesswork: automatically find influencers, quan 198 Claude Code 3 —
meilisearch/meilisearch-mcp A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfa 198 Claude Code 1 2,670 tok
Luligu/matterbridge-hass Matterbridge Home Assistant plugin 198 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
VirtusLab/orca orca.virtuslab.com Deterministic, AI-driven development flows. 198 Claude Code, Codex, OpenCode 2 10,064 tok
RaphaelRegnier/vibe-annotations vibe-annotations.com AI-powered annotations for localhost development. Create visual feedback on your apps and 198 Claude Code 1 308 tok
Canonry/canonry canonry.ai Agent-first AI SEO (AEO/GEO) operating platform 198 Claude Code, Codex, OpenCode 6 8,086 tok
mcpp-community/mcpp mcpp.index.xlings.org A modern C++ module-first build tool — written in pure C++23 modules, fully self-hosted 198 Claude Code, Codex 4 —
openpi-dev/openpi openpi-dev.github.io The setup I use for pi. Changes a ton, don't recommend hard copying it, just a taste of wh 198 Claude Code, Codex, OpenCode 3 1,615 tok
dynatrace-oss/dtctl CLI for managing Dynatrace platform resources - built for humans and AI agents 198 Claude Code, Codex, OpenCode 4 11,671 tok
hiyeshu/codeck codeck.sh No Keynote. No dragging. No font sizes. 197 Claude Code, Codex, OpenCode 2 2,173 tok
ImGoodBai/goodable goodable.cn Goodable is a local-first Desktop AI Workspace (Desktop Agent Runtime) powered by Claude A 197 Claude Code 1 723 tok
SSSYoung/vibe-coding-mobile-engineering Practice-oriented, with all articles and case studies summarizing personal engineering exp 197 Claude Code, Codex, OpenCode 2 1,925 tok
douglasmonsky/codex-usage-tracker Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, c 197 Claude Code, Codex, OpenCode 8 5,323 tok
hexianWeb/Third-Person-MC third-person-mc.vercel.app Three.js web version Minecraft in browser 197 Claude Code, Codex, Cursor, OpenCode 15 2,908 tok
bhauman/clojure-mcp-light Simple Clojure tooling for AI coding assistants 197 Claude Code, Gemini CLI 2 1,350 tok
ingen084/KyoshinEewViewerIngen svs.ingen084.net Custom client for Kyoshin Monitor 197 Claude Code 6 5,786 tok
theaiautomators/claude-code-agentic-rag-masterclass theaiautomators.com Build an agentic RAG app from scratch by collaborating with Claude Code. 8-module course c 197 Claude Code 4 454 tok
Sergei-thinker/vpn-setup Multi-layer VPN (VLESS Reality + Yandex Cloud Relay + WebRTC) for bypassing Russian intern 197 Claude Code 5 2,498 tok
Imbad0202/tw-formal-writing buymeacoffee.com AI Skill for writing official Taiwanese documents: government documents, certified letters 197 Claude Code, Codex, Gemini CLI, OpenCode 3 83,654 tok
Cuongyd196/auto-video-gen facebook.com Biến 1 URL tin tức/GitHub thành video 9:16 chuẩn TikTok/Reels/Shorts trong 5 phút — không 197 Claude Code, Codex 2 —
strands-agents/docs strandsagents.com Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in 197 Claude Code, Codex 4 —
zekiriabd/SDD-Pro Specification driven development 196 Claude Code, Codex, OpenCode 77 122 tok
dahlia/hongdown dahlia.github.io A Markdown formatter that enforces Hong Minhee's Markdown style conventions 196 Claude Code, Codex, OpenCode 3 4,360 tok
ericbuess/claude-code-project-index PROJECT_INDEX system for Claude Code - provides architectural awareness for AI coding 196 Claude Code 1 44 tok
alexeykrol/claude-code-starter Meta-documentation framework for AI-assisted development with Claude Code 196 Claude Code 13 1,731 tok
mag123c/toktrack npmjs.com Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code) 196 Claude Code, Codex, OpenCode 11 746 tok
StarRocks/mcp-server-starrocks StarRocks MCP (Model Context Protocol) Server 196 Claude Code 1 907 tok
Yesterday-AI/paperclip-plugin-company-wizard npmjs.com Bootstrap AI agent companies from modular templates. 196 Claude Code, Codex, OpenCode 2 3,783 tok
projectbluefin/dakota projectbluefin.io The buildstream for making Bluefin. 196 Claude Code, Codex, OpenCode 11 1,226 tok
tt-a1i/matt-skills-with-to-goal Planning → verifiable goals → fresh-session implementation for AI coding agents. Based on 196 Claude Code, Codex, OpenCode 2 1,031 tok