How real projects configure their agents

32,024 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
xianyu110/awesome-openclaw-tutorial awesome.tryopenclaw.asia Master OpenClaw from scratch: the most comprehensive Chinese tutorial covering installatio 4,566 Claude Code 1
JetBrains/koog docs.koog.ai Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and ent 4,560 Claude Code, Codex, Gemini CLI, OpenCode 5 1,919 tok
guokaigdg/animal-island-ui Kawaii React UI component library with a cute style. 4,556 Claude Code, Codex, OpenCode 2 1,121 tok
VRSEN/agency-swarm agency-swarm.ai Reliable Multi-Agent Orchestration Framework 4,553 Claude Code, Codex, OpenCode 8 1,142 tok
nexu-io/html-video open-design.ai Programmatic video for coding agents — HTML to video on your laptop. Turn HTML, CSS & data 4,548 Claude Code 1 6,229 tok
plasma-umass/coz Coz: Causal Profiling 4,543 Claude Code 1 5,054 tok
modelcontextprotocol/csharp-sdk csharp.sdk.modelcontextprotocol.io The official C# SDK for Model Context Protocol servers and clients. Maintained in collabor 4,520 Claude Code, Codex, GitHub Copilot 9 4,221 tok
kungfu-systems/kungfu kungfu.tech Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claud 4,514 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,631 tok
dimensionalOS/dimos dimensional.org Dimensional is the agentic operating system for physical space. Command humanoids, quadrup 4,478 Claude Code, Codex, OpenCode 2 4,231 tok
firebase/firebase-tools The Firebase Command Line Tools 4,464 Claude Code, Codex, Gemini CLI 3 769 tok
fallow-rs/fallow docs.fallow.tools Codebase intelligence for TypeScript and JavaScript. Free static analysis of code and styl 4,461 Claude Code, Codex, OpenCode 46 1,497 tok
VectifyAI/OpenKB pageindex.ai OpenKB: Open LLM Knowledge Base 4,460 Claude Code, Codex, OpenCode 2 686 tok
CopilotKit/OpenBot copilotkit.ai Open-source AI coworkers that each get a computer of their own: a browser, files and tools 4,447 Claude Code 2
AlexAnys/awesome-openclaw-usecases-zh 🇨🇳 Complete collection of Chinese OpenClaw use cases | 50 real-world scenarios | Local a 4,438 Claude Code, Codex, OpenCode 2 3,872 tok
IBM/mcp-context-forge ibm.github.io An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, 4,436 Claude Code, Codex, OpenCode 2 7,791 tok
embabel/embabel-agent hub.embabel.com Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/ 4,426 Claude Code 1 504 tok
facebook/buck2 buck2.build Build system, successor to Buck 4,415 Claude Code 2
intuitem/ciso-assistant-community intuitem.com CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & A 4,414 Claude Code 5
awslabs/aidlc-workflows awslabs.github.io AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents 4,414 Claude Code, Codex, OpenCode 2 2,272 tok
imazen/imageflow docs.imageflow.io High-performance image manipulation for web servers. Includes imageflow_server, imageflow_ 4,413 Claude Code 1 3,644 tok
mixedbread-ai/mgrep demo.mgrep.mixedbread.com A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more. 4,390 Claude Code, Codex, OpenCode 7 1,917 tok
vijaythecoder/awesome-claude-agents x.com An orchestrated sub agent dev team powered by claude code 4,387 Claude Code 1 2,015 tok
eugeniughelbur/obsidian-second-brain eugeniughelbur.github.io Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your 4,364 Claude Code 1 1,943 tok
jihe520/MathModelAgent mathmodel.top 🤖📐 An Agent and skills designed for mathematical modeling, automatically completing math 4,353 Claude Code 3 1,377 tok
hao-ai-lab/FastVideo hao-ai-lab.github.io A unified inference and post-training framework for accelerated video generation. 4,351 Claude Code, Codex, OpenCode 19 1,342 tok
dmno-dev/varlock varlock.dev AI-safe .env files: Schemas for agents, Secrets for humans. 4,351 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,320 tok
composio-community/open-claude-cowork Open Source version of Claude Cowork with 500+ SaaS app integrations 4,350 Claude Code 2
crmne/ruby_llm rubyllm.com One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG 4,342 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,341 tok
httprunner/httprunner httprunner.com HttpRunner is an open-source API/UI testing framework that is easy to use, powerful, highl 4,295 Claude Code 1 1,029 tok
mattpocock/dictionary-of-ai-coding AI coding jargon, explained in plain English. 4,280 Claude Code 1 531 tok
camunda/camunda camunda.com Process Orchestration Framework 4,271 Claude Code, Codex, GitHub Copilot, OpenCode 35 7,247 tok
algorithmicsuperintelligence/optillm Optimizing inference proxy for LLMs 4,262 Claude Code 1 1,227 tok
archestra-ai/archestra archestra.ai Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator 4,261 Claude Code 2
rolldown/tsdown tsdown.dev The elegant bundler for libraries powered by Rolldown 4,252 Claude Code, Codex, OpenCode 2 2,613 tok
m1heng/clawdbot-feishu 4,245 Claude Code 4 1,599 tok
macro-inc/macro macro.com Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — 4,245 Claude Code, Codex, Cursor, OpenCode 19 3,668 tok
IvanMurzak/Unity-MCP ai-game.dev AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for 4,215 Claude Code, GitHub Copilot 5 1,398 tok
0xNyk/council-of-high-intelligence nyk.dev Structured multi-perspective deliberation for hard decisions. Run full councils, focused t 4,214 Claude Code, Codex 1 626 tok
conorbronsdon/avoid-ai-writing chainofthought.show Skill that audits and rewrites content to remove AI writing patterns. Use it with your fav 4,192 Claude Code 1 918 tok
zhukunpenglinyutong/desktop-cc-gui mossx.ai Multi-engine AI coding desktop client (Tauri). Claude Code, Codex, Gemini, OpenCode, DeepS 4,175 Claude Code, Codex, OpenCode 17 3,825 tok
txn2/kubefwd kubefwd.com Bulk port forwarding Kubernetes services for local development. 4,165 Claude Code 1 3,958 tok
microsoft/flint-chart microsoft.github.io 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good- 4,153 Claude Code, Codex 2
magnitudedev/magnitude magnitude.dev Open source inference server that runs the best local models for your hardware, plugged in 4,150 Claude Code, Codex, OpenCode 3 1,903 tok
LeagueAkari/LeagueAkari akari.yuru-yuri.com An all-in-one toolkit for LeagueClient. Gathering power 🚀. 4,139 Claude Code, Codex, OpenCode 2 3,170 tok
flox/flox flox.dev The Deterministic Foundation for your SDLC 4,123 Claude Code, Codex, OpenCode 8 5,151 tok
thinking-machines-lab/tinker-cookbook Post-training with Tinker 4,103 Claude Code, Codex, OpenCode 2 1,838 tok
langroid/langroid langroid.github.io Harness LLMs with Multi-Agent Programming 4,101 Claude Code 1 2,637 tok
groupultra/telegram-search search.lingogram.app 🔍 Export and fuzzy search your Telegram chat history | Export and fuzzy search your Teleg 4,101 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,384 tok
moonrepo/moon moonrepo.dev A build system and monorepo management tool for the web ecosystem, written in Rust. 4,092 Claude Code, Codex, OpenCode 4 1,231 tok
arcboxlabs/arcbox arcbox.dev Run AI agents on real and isolated machines — own kernel, filesystem, and network — with < 4,087 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,748 tok