pd

To generate a structured PRD for an AI agent, use an interactive, question-driven process that transforms raw feature ideas into actionable plans. This defines user stories, quality gates, and functional requirements through targeted clarifying dialogue before outputting the final document.

A structured Product Requirement Document includes sections for overview, goals, quality gates, user stories, functional requirements, and non-goals. It explicitly integrates quality gate commands to ensure comprehensive execution criteria for AI agents.

To define quality gates for user stories in a PRD, the generation process explicitly prompts for and includes critical quality gate commands, such as typecheck validations. It ensures all necessary clarifying questions are asked before finalizing the output markdown.

You can automate PRD creation without missing critical scope details by using an interactive clarification dialogue. This mechanism engages you to gather necessary goals, features, and scope information, ensuring the PRD is comprehensive before generating the final output.

The best way to write functional requirements and non-goals for AI execution is to use a structured PRD generator. It enforces an interactive process that clarifies scope and explicitly defines non-goals to prevent AI agents from executing out-of-scope tasks during development.