speckit-specify

To turn a rough feature idea into a review-ready specification, provide a natural language description to generate a complete spec file with testable requirements, measurable success criteria, and a dedicated directory.

Feature specifications with measurable success criteria are generated automatically from natural language input, ensuring requirements remain testable and clearly defining acceptance scenarios to enable fast planning.

Yes, you can generate a feature spec directory and file from a natural language description by applying the .specify workflow, which auto-creates a template-filled spec.md file under a new specs/ directory.

Spec generation does prompt for clarifications when requirements are vague by inserting NEEDS CLARIFICATION markers directly into the document and generating a quality checklist to ensure readiness for planning.

Yes, the generated feature specifications are kept technology-agnostic, focusing purely on structured requirements and acceptance scenarios rather than tying outputs to specific frameworks or platforms.

The best way to automate feature spec creation for planning is using the Spec Kit workflow, which converts vague descriptions directly into structured files with quality checklists and guided clarifications.