ProdMoh — AI Coding Prompt Generator – Structured prompts for AI coding agents

Summary: ProdMoh generates detailed, structured prompts from vague or incomplete requirements to improve the accuracy and reliability of AI coding tools like Cursor, Claude, GPT, and Gemini. It transforms ambiguous inputs into precise instructions that include constraints, edge cases, and guardrails, enabling better code generation and reducing errors.

What it does

ProdMoh converts messy or unclear feature requests into comprehensive prompts containing security rules, test paths, architecture details, and debugging instructions. These prompts guide AI coding agents to produce more accurate and review-ready code.

Who it's for

It is designed for SaaS founders, tech leads, AI developers, solo builders, indie hackers, and enterprise teams using AI coding assistants like Cursor, Windsurf, Claude, GPT, and Gemini.

Why it matters

By providing AI with complete context and structured requirements, ProdMoh addresses the common issue of vague inputs causing hallucinations, overbuilding, or misunderstood intent in AI-generated code.