Product Manager Adopting Vibe-Coding Workflows
Move fast with AI prototypes, without losing clarity. Wisary helps PMs define what a prototype should represent, then turns the prototype itself into context for a real, buildable specification.
Clarity before prototyping
Before building, Wisary helps PMs capture goals, constraints, and user needs in a structured PRD format, giving AI prototyping tools the context they need to generate useful, realistic outputs.
Your prototype becomes context
After prototyping, the prototype itself becomes context. If you built it in Claude Design, import its build spec directly: Wisary asks Claude Design to write up every screen, state, and decision, and the downloaded file becomes a context file. If you vibe-coded it with a coding agent such as Claude Code, use Import from AI: Wisary generates an extraction prompt you run in the same session that built the prototype, and a summary of what you actually built comes back as context.
Either way, the spec starts from the prototype’s reality, its decisions, workflows, and dependencies, instead of your memory of them. That keeps the final product consistent with what you validated, reducing misalignment, rework, and delivery risk.
Two templates, one workflow
Both halves of the workflow ship as standard PRD templates in Wisary. Idea → Prototype captures the goals and constraints your prototyping tool needs to generate something worth reacting to, and Prototype → Product turns what you validated into a production-ready spec. Pick either one from the template selector when you create a new document.
