How real projects configure their agents

24,785 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
contentful/ui-extensions-sdk contentful.com A JavaScript library to develop custom apps for Contentful 132 Claude Code, Codex, OpenCode 2 2,817 tok
SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S 132 Codex, Cursor, OpenCode 2 629 tok
8421bit/MiniClaw 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception 132 Codex, Gemini CLI, OpenCode 2 661 tok
sanqiufong/slides-from-anything Turn anything into slides 132 Claude Code, Codex, OpenCode 2 2,522 tok
ccashwell/evm-cortex Ethereum protocol engineering squad for AI coding assistants 132 Claude Code, Codex, OpenCode 2 4,160 tok
JKorf/Bybit.Net cryptoexchange.jkorf.dev C#/.NET client library for the Bybit.com cryptocurrency exchange REST and WebSocket APIs, 132 Codex, GitHub Copilot, OpenCode 2 3,457 tok
imbue-ai/latchkey A command-line tool that injects credentials to curl requests to known public APIs. 132 Codex, OpenCode 1 164 tok
LobsterTrap/lola getlola.dev Lola is able to package AI Context Modules or skills into a distributed package to be supp 132 Claude Code, Codex, OpenCode 2 1,621 tok
manhai934/novel-harness Uses AI to help experienced readers turn web fiction and novel ideas into reality, with a 132 Claude Code, Codex, OpenCode 2 3,462 tok
SigNoz/signoz-mcp-server signoz.io MCP Server for SigNoz 132 Claude Code, Codex, OpenCode 2 3,004 tok
ammarion/waf-detector 🛡️ High-performance WAF & CDN detection tool. Identify protection layers (Cloudflare, Aka 132 Claude Code, Codex, OpenCode 15 701 tok
FlanChanXwO/pixiv-cli Pixiv, in your terminal — a CLI, MCP server, and Go SDK for discovery, accounts, creators, 132 Claude Code, Codex, OpenCode 2 1,646 tok
harness/harness-skills developer.harness.io A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copil 132 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,359 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 132 Claude Code, Codex, OpenCode 4 10,388 tok
eigenweltlabs/legalwork eigenweltlabs.com LegalWork, a local computer-use agent for law firms, by Eigenwelt Labs. Review, redline, a 132 Codex, OpenCode 1 920 tok
abracadabra50/open-supermarkets CLI, MCP and Skills for the world's supermarkets. Search, compare, basket and checkout acr 132 Codex, OpenCode 1 1,028 tok
SzamosiMate/tapir-archicad-MCP MCP server that exposes all Tapir commands to AI models through autogenerated tools 132 Claude Code, Codex 2 —
grafana/agento11y grafana.com Actually Useful Agent Observability 132 Claude Code, Codex, OpenCode 2 3,186 tok
plainlang/plain-forge ***plain spec writing tool 132 Claude Code, Codex, OpenCode 3 5,466 tok
assafkip/kipi-system Your AI brain, externalized. It remembers everything you do, then becomes whatever role yo 131 Claude Code, Codex, OpenCode 15 1,826 tok
chaohong-ai/ai-auto-work Automatically completes the full workflow from requirement research → research review → pl 131 Claude Code, Codex, OpenCode 30 1,817 tok
jayminwest/seeds Git-native issue tracker for AI agent workflows. Zero dependencies, JSONL storage, Bun run 131 Claude Code, Codex, OpenCode 6 8,044 tok
sveneisenschmidt/n8n-openai-bridge OpenAI-compatible API middleware for n8n workflows. Use your n8n agents and workflows as O 131 Claude Code, Codex, OpenCode 2 2,020 tok
lynx-family/lynx-website lynxjs.org Official Website of the Lynx Family 131 Claude Code, Codex, OpenCode 5 2,558 tok
team-attention/openclone Talk freely with an AI clone trained on a real person 131 Claude Code, Codex, OpenCode 2 8,239 tok
ryan-yuuu/crypto-trading-arena The open source trading arena 131 Claude Code, Codex 6 795 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
dralgorhythm/claude-agentic-framework A More Effective Agent Harness for Claude 131 Claude Code, Codex, OpenCode 35 2,168 tok
longbkit/clisbot Agentic Coding CLI & chat bot 131 Claude Code, Codex, OpenCode 5 4 tok
computesdk/benchmarks computesdk.com Compare performance across sandbox, storage, browsers, and ai gateway providers. 131 Claude Code, Codex 4 —
unknowlei/minimax-h3-opencode-skills OpenCode skill suite for MiniMax H3 directing, routing, multishot planning, prompt generat 131 Codex, OpenCode 1 530 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
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
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
JuliaBesties/BestieTemplate.jl juliabesties.github.io Template for Julia Programming Language packages using the copier engine. 130 Codex, OpenCode 1 3,666 tok
lucid-softworks/browser A web browser written from scratch — a platform-agnostic Rust engine (networking, HTML/CSS 130 Codex, OpenCode 1 674 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
mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, 130 Codex, Gemini CLI, OpenCode 2 1,540 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