Maamria AI generates structured workspace files (agents, skills, commands, rules) that give Claude Code, Copilot, and Cursor full project context from day one. No more repetition. No more generic suggestions. No more wasted tokens. Free to start—no credit card required

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

Hey Product Hunt! 👋

I'm founder of Maamria AI. I'm thrilled to launch here today.

The problem we solve: Your Claude Code doesn't know your codebase. So you explain it. Again. And again. You waste tokens on context-setting, get generic suggestions, and spend hours repeating yourself.

Our solution: Maamria generates structured workspace files (agents, skills, commands, rules) in 3 minutes. Drop them into your project. Claude Code now understands everything about your stack, patterns, and goals.

Why this matters: AI coding assistants are powerful, but they're only as good as the context you give them. We automate that context setup.

Try it free — no credit card required. I'm here all day to answer questions, show demos, or help you get started.

What's your biggest pain point with AI coding assistants? Let's talk. 🚀