How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
brandhaug/b2b-saas-starter b2b-saas-starter-web.brandhaug.workers.dev Cloudflare-first B2B SaaS monorepo starter. TanStack Start, Effect v4, Drizzle on D1, Bett 52 Claude Code, Codex, OpenCode 2 1,434 tok
Patrick-Healy/tikz-diagrams-skill 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
yokingma/weclaws Self-hosted multi-user WeChat AI agent console supporting web management, Docker deploymen 52 Claude Code, Codex, OpenCode 3 769 tok
ahundt/ai-session-search Ultra-fast rust-powered AI agent session search and analysis. Search millions of messages 52 Claude Code, Codex, OpenCode 3 1,847 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 52 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,470 tok
ttpears/bookstack-mcp MCP server for BookStack wiki — search, read, create, and manage documentation via AI assi 52 Claude Code, Gemini CLI 2 1,223 tok
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 52 Claude Code, Codex, OpenCode 2 2,073 tok
PyModel/designer-skill niblet.pymodel.com Plug-and-play MCP that gives your coding agent UI superpowers. One-line install, zero conf 52 Claude Code 1 —
nozomi-koborinai/terradart terradart.dev 🎯 Type-safe IaC for Dart. 52 Claude Code, Codex, OpenCode 8 16,212 tok
Clawdlinux/agentic-operator-core clawdlinux.org Runtime-agnostic Kubernetes governance for AI agents: gVisor isolation, egress policy, cos 52 Claude Code 1 160 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 52 Claude Code, Codex, OpenCode 9 2,000 tok
windoze95/cantinarr cantinarr.com Media requests and server management in one app. Browse movies, shows, books, and music; m 52 Claude Code, Codex, OpenCode 2 6,815 tok
basedosdados/pipelines 🔀 Orquestrador de fluxos de captura, ingestão e tratamento de dados da BD 52 Claude Code, Codex, OpenCode 18 5,210 tok
saschb2b/okf-studio saschb2b.github.io A fast, native desktop reader for Open Knowledge Format bundles. Point it at a folder to e 52 Claude Code, Codex, OpenCode 15 5,825 tok
hertz-ai/HARTOS docs.hevolve.ai An AI-native OS. Models run on your own hardware, nodes federate peer-to-peer with no brok 51 Claude Code 1 9,346 tok
nemanjan00/dev-environment My docker-based dev environment 51 Claude Code, Codex, OpenCode 2 3,704 tok
kaldown/ccpm Claude code plugin manager 51 Claude Code 1 3,031 tok
atgreen/secscan-skill Mirror of https://cave.moxielogic.com/atgreen/secscan-skill 51 Claude Code, Codex, OpenCode 4 2,158 tok
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok
d-kimuson/modular-mcp A Model Context Protocol (MCP) proxy server that enables efficient management of large too 51 Claude Code 1 437 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,443 tok
Automattic/pressship pressship.org Submit and release WordPress.org plugins from the command line. 51 Claude Code 1 —
haoruilee/oh-my-mcode 51 Claude Code, Codex, OpenCode 2 4,165 tok
ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely 51 Claude Code, Codex, OpenCode 2 868 tok
neo4jrb/neo4j-ruby-driver Neo4j Ruby Driver 51 Claude Code 2 1,518 tok
Chat2AnyLLM/code-agent-manager chat2anyllm.github.io code-agent-manager allows you to manage the code assistants like claude code, codex, gemin 51 Claude Code, GitHub Copilot 12 1,117 tok
iikarus/Dragon-Brain Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). 51 Claude Code 1 6,132 tok
tyrchen/rust-lib-template My goto template for rust projects, with pre-commit, gh action for CI and cursor rules for 51 Claude Code, Codex, OpenCode 2 10,452 tok
Unsupervisedcom/deepwork 51 Claude Code, Codex, GitHub Copilot, OpenCode 7 3,177 tok
avasol/galadriel-public aedelgard.com The open engine behind Aedelgard: a persistent, self-hosted AI agent with a verbatim memor 51 Claude Code 1 522 tok
0x0funky/Agentinel A local resource sentinel for the multi-agent era — monitors RAM, processes & disk used by 51 Claude Code, Codex 2 —
shinpr/agentic-code Agentic coding framework powered by AGENTS.md: systematic, test-first workflows with quali 51 Claude Code, Codex, OpenCode 9 855 tok
Fozikio/cortex-engine Cognitive engine for AI agents — semantic memory, observations, embeddings, dream consolid 51 Claude Code 1 924 tok
Dingent/Dingent ngdc.cncb.ac.cn A lightweight, user-friendly LLM Agent framework focused on simplifying data retrieval app 51 Claude Code, Codex, OpenCode 8 2,740 tok
cqframework/clinical-reasoning cqframework.org CQF Clinical Reasoning on FHIR for Java 51 Claude Code, Codex, OpenCode 3 1,080 tok
kimjisub/unipad-android UniPad for Android 51 Claude Code 1 4,222 tok
re-cinq/shift-log Save coding agents' conversations in Git Notes, automatically 51 Claude Code, Codex, OpenCode 5 696 tok
uiNerd16/aicanvas aicanvas.me Open-core registry of animated React components, blocks, design systems, and templates. Re 51 Claude Code, Codex, OpenCode 2 2,021 tok
openclosed-org/axum-harness Agent-first Rust/Axum backend harness for SDD-driven Clean/Hexagonal/DDD services, ECS-sty 51 Claude Code, Codex, OpenCode 14 1,883 tok
laurynas-biveinis/mcp-server-lib.el Emacs Lisp implementation of the Model Context Protocol 51 Claude Code 1 172 tok
zhixuli0406/DuDuClaw duduclaw.dudustudio.monster Turn AI coding CLIs (Claude Code, Codex, Antigravity) into AI employees on LINE, Telegram, 51 Claude Code, Codex, OpenCode 2 8,388 tok
lookfree/cc-harness Desktop workbench for Claude Code — live subagent topology, token cost breakdown with dril 51 Claude Code 8 3,406 tok
eddiejaoude/CodeReel code-reel-alpha.vercel.app Bring your code to life in your content, documentation and also your talks with this aweso 51 Claude Code 1 1,142 tok
liangdabiao/fetch-everything linux.do Agent Skills toolbox fetch-everything — a high-quality collection of Skills for **Claude C 51 Claude Code 8 997 tok
pancakeswap/pancakeswap-ai pancakeswap-ai.pancake.run Pancakeswap specific AI tools for developers and AI agents integrating the pcs ecosystem. 51 Claude Code, Codex, OpenCode 3 4,258 tok
hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector 51 Claude Code, Codex, OpenCode 14 1,788 tok
beautyfree/skiller skiller.download AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manag 51 Claude Code 1 1,666 tok
kbhujbal/AlphaAnalyst-open-source-autonomous-equity-research-agent Enter a US stock ticker, get an analyst grade memo with DCF valuation, peer comparables, n 51 Claude Code 1 1,159 tok
Manimaran-tech/antigravity-mobile pypi.org Remote Control and Mobile Telemetry Dashboard for Google Antigravity IDE Coding Assistant 51 Claude Code, Codex 1 —