How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
CopilotKit/generative-ui-playground go.copilotkit.ai Interact with all three types of generative UI, all in one interface 131 Claude Code 1 2,286 tok
n1byn1kt/apitap apitap.io CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no 131 Claude Code, GitHub Copilot 2 2,585 tok
aaronsb/knowledge-graph-system aaronsb.github.io Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight. Extracts concep 131 Claude Code 1 2,226 tok
nickustinov/itsyconnect-macos itsyconnect.com Better App Store Connect 131 Claude Code 1 877 tok
saiday/kukuroo kukuroo.cc Self-hosted Web Push on a Cloudflare Worker: iOS and macOS notifications with no server to 131 Claude Code 1 131 tok
RightNow-AI/auto runinfra.ai the agi compiler: records llm agent behavior, proves what repeats, and compiles it into ve 131 Claude Code 1 1,838 tok
piguo45/single-file-wbs A single-file HTML WBS/Gantt viewer with an inazuma (progress) line. Data is stored in one 131 Claude Code, Codex, OpenCode 3 50,881 tok
iOfficeAI/aionrs A multi-provider AI agent CLI with tool orchestration support 131 Claude Code, Codex, OpenCode 2 2,565 tok
lucifer1004/VeloQ lucifer1004.github.io Agent-friendly GPU profile-query CLI 131 Claude Code, Codex, OpenCode 2 7,153 tok
liangdabiao/Godogen linux.do liang's Godogen: A skill set for building complete Godot 4 projects with Claude Code. Desc 131 Claude Code 4 189 tok
dralgorhythm/claude-agentic-framework A More Effective Agent Harness for Claude 131 Claude Code, Codex, OpenCode 35 2,168 tok
walletbeat/walletbeat walletbeat.eth.limo An open repository of EVM-compatible wallets 🌸 131 Claude Code, Codex, OpenCode 4 2,225 tok
longbkit/clisbot Agentic Coding CLI & chat bot 131 Claude Code, Codex, OpenCode 5 4 tok
ThomasHoussin/Claude-Book hackernoon.com A Multi-Agent Framework for Writing Novels with Claude Code 131 Claude Code 11 606 tok
computesdk/benchmarks computesdk.com Compare performance across sandbox, storage, browsers, and ai gateway providers. 131 Claude Code, Codex 4 —
ChesterRa/mingpan Chinese metaphysics MCP chart-calculation service: Bazi, Zi Wei Dou Shu, Liu Yao, Plum Blo 131 Claude Code 3 —
canonical/workshop ubuntu.com Workshops are secure, fast, and composable development environments that come agent-ready. 131 Claude Code, Codex, GitHub Copilot 11 647 tok
unknowlei/minimax-h3-opencode-skills OpenCode skill suite for MiniMax H3 directing, routing, multishot planning, prompt generat 131 Codex, OpenCode 1 530 tok
web-casa/DeepSeek-Harness-Desktop Native desktop packaging of DeepSeek Harness (DSH) for Windows & macOS — no Node.js setup 131 Claude Code, Codex, OpenCode 26 2,781 tok
JuanCF/scrcpy-mcp MCP server for Android device control via ADB and scrcpy — gives AI agents vision and cont 131 Codex, OpenCode 2 1,841 tok
b0x42/Super-Productivity-MCP MCP server that connects AI assistants to Super Productivity — manage tasks, projects, and 131 Claude Code, Codex, OpenCode 17 870 tok
SlopDotCash/slopdotcash slop.cash Make money shipping slop 131 Claude Code, Codex, OpenCode 2 17,336 tok
avatune/avatune avatune.dev Tuning visual identity, emotional tone. Feels friendly & composable. 131 Claude Code, Codex, OpenCode 3 2,363 tok
cryptomilk/hass-eink-dashboard This is beta quality, should be mostly stable 131 Claude Code, Codex, OpenCode 5 3,664 tok
davidpc007/solana-agent-kit solana ai agent toolkit for modular monorepo with plugin architecture, first-class support 130 Claude Code 1 1,045 tok
victorGPT/vibeusage vibescore-self.vercel.app 130 Claude Code, Codex, OpenCode 5 2,817 tok
autopkg/dataJAR-recipes datajar.co.uk Elegant and powerful Apple services for business and education. 130 Claude Code, Codex, GitHub Copilot 3 2,312 tok
linkerlin/myclaw.net zhichai.net A C#-based clone of OpenClaw! 130 Codex, OpenCode 1 2,502 tok
levu304/claude-code-boilerplate Universal coding standards and AI agent configurations for Claude Code projects 130 Claude Code 15 13,209 tok
l3gi0nXXXX/Metis-agent Metis-agent is a high performance and personal AI assistant which is build with Cangjie pr 130 Claude Code, Codex, OpenCode 2 5,057 tok
Hona/opencode-ralph Ralph Driven Development using OpenCode SDK and OpenTUI 130 Codex, OpenCode 1 952 tok
FERAL-AI/FERAL-AI docs.feral.sh one Memory across your devices and apps 130 Claude Code 1 6,106 tok
manishchaudhary101/kube-argus manishchaudhary101.github.io Real-time Kubernetes dashboard for SREs — live cluster state, drain wizard, YAML editor, j 130 Claude Code 1 2,746 tok
JuliaBesties/BestieTemplate.jl juliabesties.github.io Template for Julia Programming Language packages using the copier engine. 130 Codex, OpenCode 1 3,666 tok
duane1024/l123 130 Claude Code, Codex, OpenCode 3 3,653 tok
calderbuild/WeFinance anna.partners AI-Powered Personal Finance Assistant - Transforming bill images into intelligent financia 130 Claude Code, Codex, OpenCode 4 10,949 tok
AI4Scientist/nano-scientist An autonomous research agent that turns a topic into a peer-reviewed technical report 130 Claude Code 1 1,735 tok
thtskaran/claude-code-analysis We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, 130 Claude Code 2 91 tok
foxted/rsc-boundary rsc-boundary.valentinprugnaud.dev Tooling to visualize React Server Components vs Client Components boundaries in Next.js Ap 130 Codex, OpenCode 1 1,189 tok
riverscn/intro-agentic-ai intro-agentic-ai.lishun.me Understanding Agentic AI: From neural networks to intelligent agents. 130 Claude Code, Codex 2 —
yibie/SPEC-AGENTS.md Doc-Driven Development 130 Codex, OpenCode 1 22 tok
pangon/ai-sdlc-framework A process framework for AI-first software development focused on the pre-coding phases 130 Claude Code 11 3,473 tok
championswimmer/TwoFac twofac.app 2FA Authenticator app that works on mobile, web, desktop, watches and CLI! 130 Claude Code, Codex, GitHub Copilot, OpenCode 12 949 tok
JetBrains/teamcity-cli jb.gg TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues. 130 Claude Code, Codex, OpenCode 2 858 tok
taoAIGC/AICompare one click to open multi AI sites | Open multiple AI sites with one click and view AI resul 130 Claude Code, Cursor 2 1,178 tok
Archethect/sc-auditor Solidity smart contract auditor leveraging static analysis, Solodit findings and Map, Hunt 130 Claude Code, Codex, OpenCode 2 1,446 tok
Shaurya-Sethi/circuitron Circuitron: Agentic PCB Design Accelerator — Generate, plan, and layout circuits from natu 130 Codex, GitHub Copilot, OpenCode 2 5,176 tok
regolo-ai/brick-SR1 regolo.ai brick is a smart AI Models router, based on complexity & capabilities extraction from the 130 Codex, OpenCode 1 597 tok
CliMA/EnsembleKalmanProcesses.jl clima.github.io Derivative-free parameter calibration and uncertainty quantification for expensive models 130 Claude Code 8 —
openlegion-ai/openlegion openlegion.ai Secure autonomous AI agent framework and platform. Build AI teams by describing what you w 130 Claude Code, Codex, OpenCode 2 17,485 tok