How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
moinulmoin/voicetypr voicetypr.com Voicetypr - AI powered offline voice to text dictation tool for busy founders, vibe coders 717 Claude Code, Codex, OpenCode 2 2,262 tok
gmickel/flow-next flow-next.dev Faster than your agent alone. And better. A workflow plugin that takes a bug, idea or tick 717 Claude Code, Codex, OpenCode 2 1,255 tok
mohebifar/tooscut tooscut.app Professional video editing, right in your browser. Made with Rust, WebGPU, WASM, and Tanst 716 Claude Code, Codex, Cursor 4 1,668 tok
majiayu000/claude-skill-registry majiayu000.github.io Searchable Claude Code skills catalog with source-linked guides and generated registry art 715 Claude Code, Codex, OpenCode 2 1,264 tok
smallmain/vscode-unify-chat-provider Integrate multiple LLM API providers into VS Code's GitHub Copilot Chat using the Language 715 Claude Code, Codex, OpenCode 6 358 tok
automateyournetwork/netclaw An AI agent that claws through your network 715 Claude Code, Codex, OpenCode 21 22,207 tok
simple10/agents-observe Real-time observability of claude code sessions & multi-agents. 714 Claude Code, Codex, OpenCode 31 838 tok
Avarok-Cybersecurity/atlas atlasinference.io Pure Rust Inference Engine 713 Claude Code, Codex, OpenCode 10 3,042 tok
Linfee/spec-kit-cn Clone of https://github.com/github/spec-kit but in Chinese 712 Claude Code, Codex, OpenCode 2 3,787 tok
lizhiyao/sentry-miniapp sentry-miniapp.pages.dev Cross-platform Sentry SDK for Mini Programs & Mini Games — error monitoring, performance m 712 Claude Code, Codex, OpenCode 3 2,044 tok
alinaqi/maggy srooter.ai What started as an opinionated Claude Code setup kit is now an autonomous AI engineering c 711 Claude Code 1 2,179 tok
runesleo/claude-code-workflow leolabs.me QuietHarness: A lightweight AI work system shared by Claude Code, Codex, and Cursor 710 Claude Code, Codex, OpenCode 2 256 tok
JordanCoin/codemap a project brain for your AI. Give LLMs instant architectural context without burning token 710 Claude Code 8 372 tok
realrossmanngroup/no_ai_slop_writing_rules Claude Code reference: write in Louis Rossmann's voice, never like AI slop. Portable CLAUD 709 Claude Code, Codex, OpenCode 4 2,221 tok
anymouschina/TapCanvas lluban.cn A one-of-a-kind immersive canvas, fully open source 709 Claude Code, Codex, OpenCode 2 11,836 tok
BigSweetPotatoStudio/HyperChat HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to 708 Claude Code, GitHub Copilot, Gemini CLI 4 11,778 tok
leenbj/novel-creator-skill AI long-form novel writing system based on the file-level long-term memory Smart State mod 708 Claude Code 1 2,376 tok
M1n-n9/paper-lifecycle Codex skill for full academic paper lifecycle analysis and revision 707 Claude Code 1 266 tok
jeremymailen/kotlinter-gradle Painless, fast ktlint plugin for Gradle 707 Claude Code 1 302 tok
ihub-pub/plugins doc.ihub.pub A set of Gradle plugins that greatly simplify project management. 704 Claude Code 1 6,974 tok
GeminiLight/MindOS mindos.you MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globall 704 Claude Code, Codex, OpenCode 2 8,014 tok
vybestack/llxprt-code vybestack.dev An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want 703 Claude Code, Codex, Gemini CLI, OpenCode 5 155 tok
swarmclawai/swarmclaw swarmclaw.ai Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent sw 703 Claude Code 1 3,713 tok
whitelonng/dshcode Community desktop companion for DeepSeek Harness — one-click Electron app for macOS and Wi 703 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 5,156 tok
cyanheads/obsidian-mcp-server npmjs.com Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via M 702 Claude Code, Codex, OpenCode 2 22,004 tok
ruby2d/ruby2d ruby2d.com 🎨 The Ruby 2D gem 701 Claude Code, Codex, OpenCode 2 1,042 tok
Tencent/loli_profiler Memory instrumentation tool with CI and AI support for android app&game developers. 700 Claude Code 1 1,654 tok
opskat/opskat opskat.dev OpsKat — All-in-one server ops workstation 700 Claude Code, Codex, OpenCode 2 3,036 tok
naver/fixture-monkey naver.github.io Let Fixture Monkey generates fully-customizable, randomly populated instance. Focus on the 699 Claude Code 1 1,304 tok
arklexai/Agent-First-Organization arklex.ai The official Python library for Arklex framework 698 Claude Code 8 633 tok
zenstory-ai/oh-story-dsh zenstory.ai Workflow plugin for DeepSeek to write web fiction and novels: DeepSeek Harness community p 697 Claude Code, Codex, OpenCode 2 895 tok
yoheimuta/protolint A pluggable linter and fixer to enforce Protocol Buffer style and conventions. 697 Claude Code 2 —
strands-agents/sdk-typescript strandsagents.com A model-driven approach to building AI agents in just a few lines of code. 696 Claude Code, Codex, OpenCode 2 10,611 tok
steve02081504/fount steve02081504.github.io 🪄 Magic is a world of imagination—turn intention into voice. 💫 695 Claude Code, Codex, OpenCode 3 2,460 tok
corespeed-io/wechatbot wechatbot.dev WeChat iLink Bot SDK for OpenClaw/AI Agent 695 Claude Code, Codex 1 —
openstory-so/openstory openstory.so Open-source AI-powered video sequence platform built with TanStack Start 695 Claude Code, Codex, OpenCode 14 12,964 tok
milind-soni/tiptour-macos supamaus.com Open-Source fast local computer use 695 Claude Code, Codex, OpenCode 2 2,593 tok
swamp-club/swamp Stinemates, Watson, Adam, Mahir, Paul 694 Claude Code, Codex, OpenCode 11 4,428 tok
mondaycom/vibe vibe.monday.com 🎨 Vibe Design System - Official monday.com UI resources for application development in Re 693 Claude Code 2 1,314 tok
mnemon-dev/mnemon mnemon.dev LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowled 693 Claude Code, Codex, OpenCode 2 723 tok
mhattingpete/claude-skills-marketplace Claude Code Skills for software engineering workflows - Git automation, testing, and code 692 Claude Code 3 4,792 tok
aovestdipaperino/tokensave The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ l 691 Claude Code, Codex, OpenCode 1 6,092 tok
kunchenguid/dotfiles Kun's dotfiles for agentic engineering 688 Claude Code, Codex, OpenCode 3 242 tok
devoxx/DevoxxGenieIDEAPlugin genie.devoxx.com DevoxxGenie is an agentic plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio 687 Claude Code, Codex, Gemini CLI, OpenCode 3 4,707 tok
MagicCube/helixent Helixent is a small library for building ReAct-style AI agent loops based on the Bun stack 687 Claude Code, Codex, OpenCode 3 1,633 tok
ran-isenberg/aws-lambda-handler-cookbook ran-isenberg.github.io This repository provides a working, deployable, open source-based, serverless service blue 684 Claude Code 2 643 tok
robzilla1738/supergoal Plan and autonomously build a software task end-to-end. One ready-to-paste /goal, adaptive 684 Claude Code, Codex, OpenCode 2 6,733 tok
nicobailon/surf-cli The CLI for AI agents to control Chrome. Zero config, agent-agnostic, battle-tested. 684 Claude Code, Codex, OpenCode 2 —
shotgun-sh/shotgun shotgun.sh Spec Driven Development 🤠 Write codebase-aware specs for AI coding agents so they don't d 683 Claude Code 4 3,724 tok
framerslab/agentos docs.agentos.sh TypeScript AI agent framework: cognitive memory, dynamic personalities, emergent behaviors 683 Claude Code, Codex, OpenCode 2 2,011 tok