How real projects configure their agents

32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
plasma-ai/fractal Hierarchical agent loops with recursive self-organization. 717 Claude Code, Codex, OpenCode 2 6,282 tok
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
Tencent/YOLO-Master tencent.github.io [CVPR2026]🚀🚀🚀Official code for the paper "YOLO-Master: MOE-Accelerated with Specializ 717 Claude Code, Codex, OpenCode 2 2,818 tok
PostHog/posthog-foss PostHog FOSS is a read-only mirror of PostHog, with all proprietary code removed. NOTE: Th 715 Claude Code, Codex, Cursor, OpenCode 5 9,423 tok
krakenfx/kraken-cli The first AI-native CLI for trading crypto, stocks, forex, and derivatives. 715 Claude Code, Codex, OpenCode 2 7,728 tok
alfredxw/denova denova-ai.com An AI creative platform for novel writing and AI-generated RPGs, with built-in support for 715 Claude Code, Codex, OpenCode 2 2,768 tok
marckohlbrugge/37signals-skills Unofficial agent skills + reference guide that teach AI coding assistants to write Rails t 714 Claude Code 1 311 tok
whitelonng/dshcode Community desktop companion for DeepSeek Harness — one-click Electron app for macOS and Wi 714 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 5,156 tok
ConardLi/rag-skill A Skill dedicated to local knowledge base retrieval 713 Claude Code, Codex 2
omacom/aether omarchy.org Aether, native Omarchy theming made easy. 713 Claude Code 3 2,060 tok
ihub-pub/plugins doc.ihub.pub A set of Gradle plugins that greatly simplify project management. 711 Claude Code 1 6,974 tok
runesleo/claude-code-workflow leolabs.me QuietHarness: A lightweight AI work system shared by Claude Code, Codex, and Cursor 711 Claude Code, Codex, OpenCode 2 256 tok
codewithmukesh/dotnet-claude-kit codewithmukesh.com Make Claude Code a .NET 10 Expert 711 Claude Code, Codex, OpenCode 2 5,075 tok
smallmain/vscode-unify-chat-provider Integrate multiple LLM API providers into VS Code's GitHub Copilot Chat using the Language 710 Claude Code, Codex, OpenCode 6 271 tok
jeremymailen/kotlinter-gradle Painless, fast ktlint plugin for Gradle 710 Claude Code 1 302 tok
onmax/nuxt-skills Vue, Nuxt, and NuxtHub skills for AI coding assistants. 709 Claude Code 1 452 tok
dbt-labs/dbt-agent-skills A curated collection of Agent Skills for working with dbt, to help AI agents understand an 709 Claude Code 1 454 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
hailo-ai/hailo_model_zoo The Hailo Model Zoo includes pre-trained models and a full building and evaluation environ 708 Claude Code 3
alinaqi/maggy srooter.ai What started as an opinionated Claude Code setup kit is now an autonomous AI engineering c 707 Claude Code 1 2,250 tok
steve02081504/fount steve02081504.github.io 🪄 Magic is a world of imagination—turn intention into voice. 💫 707 Claude Code, Codex, OpenCode 3 2,370 tok
yusukebe/ax ax.yusuke.run The AI-era curl 707 Claude Code 1 722 tok
hackerai-tech/hackerai hackerai.co Find and fix vulnerabilities by chatting with AI 707 Claude Code, Codex, OpenCode 3 2,420 tok
rekog-labs/MCP-Nest A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing A 706 Claude Code 1 1,008 tok
peters/horizon GPU-accelerated terminal board that puts all your sessions on an infinite canvas 706 Claude Code, Codex, OpenCode 2 7,645 tok
mohebifar/tooscut tooscut.app Professional video editing, right in your browser. Made with Rust, WebGPU, WASM, and Tanst 704 Claude Code, Codex, Cursor 4 1,668 tok
probelabs/probe probelabs.com AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with t 703 Claude Code 2 9,231 tok
vybestack/llxprt-code vybestack.dev An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want 701 Claude Code, Codex, Gemini CLI, OpenCode 5 155 tok
jason-effi-lab/karpathy-llm-wiki-vault 701 Claude Code 4 1,191 tok
timescale/tigerfs tigerfs.io Mount PostgreSQL as a filesystem. Build apps with files, explore databases with ls and cat 700 Claude Code 1 3,227 tok
arklexai/Agent-First-Organization arklex.ai The official Python library for Arklex framework 699 Claude Code 8 633 tok
yoheimuta/protolint A pluggable linter and fixer to enforce Protocol Buffer style and conventions. 699 Claude Code 2
nominal-io/instro instro.nominal.io An open-source library for hardware test instrumentation 698 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,394 tok
naver/fixture-monkey naver.github.io Let Fixture Monkey generates fully-customizable, randomly populated instance. Focus on the 697 Claude Code 1 1,379 tok
ruby2d/ruby2d ruby2d.com 🎨 The Ruby 2D gem 697 Claude Code, Codex, OpenCode 2 998 tok
Linfee/spec-kit-cn Clone of https://github.com/github/spec-kit but in Chinese 697 Claude Code, Codex, OpenCode 2 3,787 tok
jame581/GodotPrompter Agentic skills framework for Godot 4.x. Domain-specific skills for AI coding agents (Claud 697 Claude Code, Codex, Gemini CLI, OpenCode 5 1,683 tok
s0ld13rr/pentestcode PentestCode - Multi-agent AI penetration testing system with persistent engagement state, 697 Claude Code, Codex, OpenCode 2 11,646 tok
gmickel/flow-next flow-next.dev Repeatable agentic engineering. The workflow layer that turns AI coding agents into a disc 696 Claude Code, Codex, OpenCode 3 1,091 tok
frontman-ai/frontman frontman.sh The AI agent that lives in your framework/browser 695 Claude Code, Codex, Cursor, OpenCode 6 4,400 tok
nateherkai/token-dashboard See where Claude Code is burning tokens - turn raw JSONL transcripts into local cost analy 695 Claude Code 1 787 tok
Tencent/loli_profiler Memory instrumentation tool with CI and AI support for android app&game developers. 694 Claude Code 1 592 tok
msrbuilds/elementor-mcp emcptools.com WordPress plugin that turns Elementor & WordPress into an MCP server. 200+ AI-ready tools 693 Claude Code 3 31,890 tok
strands-agents/sdk-typescript strandsagents.com A model-driven approach to building AI agents in just a few lines of code. 693 Claude Code, Codex, OpenCode 2 10,611 tok
JordanCoin/codemap a project brain for your AI. Give LLMs instant architectural context without burning token 689 Claude Code 3 372 tok
HazAT/pi-interactive-subagents Interactive subagents for pi — spawn, orchestrate, and manage sub-agent sessions in cmux t 689 Claude Code, Codex 2
huiliyi37/Tianshu-harness Tianshu (天枢) is a terminal programming Agent runtime based on harness engineering (Tui X G 688 Claude Code, Codex, OpenCode 2 9,364 tok
strelov1/freehire freehire.me freehire — the open-source search engine for job seekers 687 Claude Code, Codex, OpenCode 2 17,332 tok
eunomia-bpf/agentsight eunomia.dev lightweight system-level observability for AI Agents 686 Claude Code, Codex, OpenCode 2 2,528 tok
lizhiyao/sentry-miniapp sentry-miniapp.pages.dev Cross-platform Sentry SDK for Mini Programs & Mini Games — error monitoring, performance m 684 Claude Code, Codex, OpenCode 3 1,418 tok