How real projects configure their agents

43,547 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 docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
jo-duchan/tapflow tapflow.dev Self-hosted iOS & Android simulator streaming for the whole team 612 Claude Code, Codex, OpenCode 15 5,658 tok
openteams-lab/openteams openteams-lab.com Plan, Build, and Ship — with a team of AI agents instead of one 612 Claude Code, Codex, OpenCode 2 1,478 tok
microsoft/ApplicationInsights-dotnet ApplicationInsights-dotnet 612 Codex, OpenCode 1 811 tok
evolution-foundation/evo-ai evo-ai.co Evo AI is an open-source platform for creating and managing AI agents, enabling integratio 611 Cursor 1 2,134 tok
Decade-qiu/CookHero CookHero is an intelligent diet and cooking management platform based on LLM + RAG + Agent 611 GitHub Copilot 1 364 tok
zhangfengcdt/memoir zhangfengcdt.github.io Hierarchical Agent Memory with Git-Like Version Control 610 Claude Code 1 1,839 tok
MaxGfeller/open-harness open-harness.dev A code-first, composable SDK to build powerful AI agents 610 Claude Code 2
nWave-ai/nWave nwave.ai AI agents that guide you from idea to working code, with you in control at every step. 610 Claude Code 2
AmineDjeghri/personal-os-setup personal-os-setup.aminedjeghri.com An app and guide to easily configure Windows, Linux, MacOS, Google TV, Stremio, Home Assis 609 Claude Code, Codex, OpenCode 11 3,016 tok
sou350121/VLA-Handbook This project provides a comprehensive Chinese, practical learning and interview handbook f 609 Claude Code, Codex, OpenCode 2 9,205 tok
swamp-club/swamp Stinemates, Watson, Adam, Mahir, Paul 608 Claude Code, Codex, OpenCode 11 2,782 tok
sandbox-quantum/switch flintai.dev Connect any AI agent to your team in Slack, Teams & Discord. Open-source and self-hostable 608 Claude Code 1 3,402 tok
iBigQiang/feedgrab Universal content grabber — fetch, normalize, and digest content from 7+ platforms (WeChat 607 Claude Code, Codex, OpenCode 4 24,899 tok
bryanyzhu/agentic-ai-system-course Use agent to learn agent - A skeleton course on how to design, build, and operate producti 607 Claude Code, Codex, OpenCode 3 7,760 tok
ggozad/haiku.rag ggozad.github.io Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and mul 607 Claude Code, Codex, OpenCode 4 23,714 tok
majiayu000/claude-skill-registry majiayu000.github.io The most comprehensive Claude Code skills registry | Web Search: https://majiayu000.github 606 Claude Code, Codex, OpenCode 2 1,250 tok
adaline/gateway adaline.ai The only fully local production-grade Super SDK that provides a simple, unified, and power 606 Claude Code, Codex, OpenCode 10 1,698 tok
shobhit99/claude-watch Control your claude code from your apple watch 606 Claude Code 1
railwayapp/cli railway.com Railway CLI 606 Claude Code 1 279 tok
hydro13/tandem-browser tandembrowser.org AI-Human symbiotic browser — browse the web as one entity 606 Claude Code, Codex, OpenCode 2 5,753 tok
Kc1t/alethe-agents alethe-agents.kc1t.com A local-first desktop workspace for running, organizing, and resuming multiple coding age 606 Claude Code, Codex, OpenCode 2 5,092 tok
provos/ironcurtain ironcurtain.dev A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*htt 605 Claude Code, GitHub Copilot, Gemini CLI 10 9,002 tok
YoungCan-Wang/WyckoffTradingAgent youngcan-wang.github.io Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share 605 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 2,769 tok
johnlindquist/mdflow mdflowdev.vercel.app Multi-backend CLI for executable markdown prompts. Run .md files against Claude, Codex, Ge 604 Claude Code, Codex 1 8,625 tok
apache/datafusion-python datafusion.apache.org Apache DataFusion Python Bindings 604 Claude Code, Codex, OpenCode 6 2,055 tok
FerroxLabs/wayland getwayland.com Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves. 604 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,771 tok
alibaba/anolisa agentic-os.sh ANOLISA (Agentic Nexus Operating Layer & Interface System Architecture) | Agentic OS with 603 Codex, OpenCode 1 5,082 tok
dbt-labs/dbt-mcp A MCP (Model Context Protocol) server for interacting with dbt. 603 Claude Code, Codex, OpenCode 3 909 tok
NanmiCoder/NewsCrawler Multi-platform News & Content Crawler Suite | Supports WeChat Official Accounts, Twitter, 603 Claude Code, Codex, OpenCode 3 4,430 tok
anymouschina/TapCanvas tc.tanvas.cn A one-of-a-kind immersive canvas, fully open source 603 Claude Code, Codex, OpenCode 2 11,787 tok
syi0808/screenize syi0808.github.io (Development of Screenize is currently paused) Open-source macOS screen recording app with 602 Claude Code, Codex, OpenCode 7 3,521 tok
craigsc/cmux cmux: tmux for Claude Code 602 Claude Code 1 673 tok
aitytech/agentkits-marketing Enterprise-grade AI marketing automation for Claude Code, Cursor, GitHub Copilot, and any 602 Claude Code, Gemini CLI 3 3,610 tok
7toCR/paper2patent 📄→💡 Paper2Patent: An intelligent paper-to-patent template library for translating resear 602 Claude Code, Codex, GitHub Copilot, Gemini CLI 4 601 tok
alpacahq/alpaca-trade-api-js npmjs.com Node.js library for Alpaca Trade API. 601 Codex, OpenCode 1 2,837 tok
Zhou-Shilin/Aether aether.baimoqilin.com A stunning, localized, general-purpose AI Agent for Android, iOS & Mac. | Aether 扶摇 601 Codex, OpenCode 1 937 tok
allenai/vla-evaluation-harness allenai.github.io One framework to evaluate any VLA model on any robot simulation benchmark. 601 Claude Code 4 1,298 tok
kunchenguid/dotfiles Kun's dotfiles for agentic engineering 601 Claude Code, Codex, OpenCode 3 242 tok
luainkernel/lunatik Lunatik is a framework for scripting the Linux kernel with Lua. 600 Claude Code, Codex, OpenCode 10 15,504 tok
xianyu110/awesome-claudcode-tutorial awesome.claude-opus.top The most comprehensive Claude Code Chinese tutorial—from beginner basics to enterprise app 600 Claude Code 1 1,599 tok
skillhub-club/skillhub-desktop One desktop to manage your agent skills 600 Cursor 1
velobase/velobase-harness velobase.cloud All AI developers deserve to get paid. Turn your AI prototype into a paid SaaS with open- 600 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,569 tok
IgniteUI/igniteui-angular infragistics.com Ignite UI for Angular is a complete library of Angular UI components with the fastest grid 599 Codex, GitHub Copilot, OpenCode 2 3,966 tok
ZacheryGlass/.claude This repository contains my personal configuration settings for Claude Code, Anthropic's o 599 Claude Code 1 178 tok
dannote/figma-use npmjs.com Control Figma from the command line. Full read/write access for AI agents — create shapes, 599 Codex, OpenCode 1 1,763 tok
umputun/agterm agterm.com A genuinely good terminal 599 Claude Code, Codex 1 5,233 tok
carina-studio/ULogViewer carinastudio.net Cross-Platform, Agent-Native Universal Log Viewer. 596 Claude Code, Codex, OpenCode 2 8,616 tok
anombyte93/prd-taskmaster Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation 596 Claude Code, Codex, OpenCode 2 3,369 tok
matrixorigin/memoria thememoria.ai Secure memory management for AI Agents • Ensures data integrity • Reduces hallucinations • 596 Kiro 6 6,645 tok
grafana/gcx grafana.com A CLI for managing Grafana and Grafana Cloud resources. Optimized for agentic usage. 596 Claude Code, Codex, OpenCode 11 3,392 tok