How real projects configure their agents

43,549 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
browser-use/browsercode The browser-native agent framework 713 Codex, OpenCode 2 2,677 tok
staruhub/ClaudeSkills staruhub.github.io 13 curated Agent Skills for research, product decisions, decks, publishing, audits, and mo 712 Codex, OpenCode 1 971 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
basler/pypylon baslerweb.com The official Python language binding for the Basler pylon C++ APIs 711 Codex, OpenCode 1 1,304 tok
solokeys/solo2 solo2.dev Solo 2 firmware in Rust 711 Codex, OpenCode 1 1,317 tok
codewithmukesh/dotnet-claude-kit codewithmukesh.com Make Claude Code a .NET 10 Expert 711 Claude Code, Codex, OpenCode 2 5,075 tok
openclaw/nix-openclaw Packages OpenClaw for nix. 710 Codex, OpenCode 1 872 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
AgriciDaniel/codex-seo Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecr 708 Codex, OpenCode 1 553 tok
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
jaseci-labs/jac jaclang.org The Jac Programming Language -- The language for any human or AI looking to use one langua 697 GitHub Copilot 1 635 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
CommonstackAI/UncommonRoute Automatic LLM router — 82% cost savings, 79.4% accuracy, 93.4% pass rate. Drop-in OpenAI p 693 Codex 1
pdovhomilja/nextcrm-app demo.nextcrm.io NextCRM — Open-source CRM built with Next.js 16, React 19, PostgreSQL, Prisma 7, and shadc 693 Codex, OpenCode 1 1,428 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
Buoy-gg/buoy buoy.gg Devtools that live in your React Native app. And answer to your agent. 15 tools · desktop 691 Codex, OpenCode 1 441 tok
michaelshimeles/skills Agent skills and an AGENTS.md workflow template — isolate in worktrees, build to a service 691 Codex, OpenCode 1 1,285 tok
FerroxLabs/agents-md Drop-in AGENTS.md that makes every coding agent behave like a senior engineer instead of a 690 Codex, OpenCode 1 2,366 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 9,567 tok
vercel-labs/ai-cli ai-cli.dev Generate anything from your terminal 687 Codex, OpenCode 1 466 tok