Documentation v1.0
Docs Sprints AI Sprint Generation

AI Sprint Generation

One of SprintVibe's most powerful features is AI sprint generation. Describe what you want to build, and the AI creates a complete sprint with epics, stories, tasks, and acceptance criteria.

How it works

  1. Create a new sprint and enter a generation prompt
  2. Chat with Vibe to refine your ideas (optional but recommended)
  3. Click Generate — The AI processes your prompt and creates the sprint structure

Writing effective prompts

The quality of your generated sprint depends on your prompt. Here are tips:

Be specific about scope

Bad:  "Build a login system"
Good: "Build email/password authentication with registration, login, password
       reset, and email confirmation. Use Devise gem. Include admin role."

Include technical context

"Build a real-time chat feature using ActionCable. Messages should persist
 in PostgreSQL. Support text messages and file attachments via Active Storage.
 Include read receipts."

Mention constraints

"This is a 2-week sprint for a solo developer. Focus on core functionality
 only — no nice-to-haves. Prioritize the checkout flow over the admin panel."

What the AI generates

A generated sprint includes: - Epics — Logical groupings of related work (2-5 per sprint) - Stories — Individual work items with descriptions and acceptance criteria - Tasks — Subtasks for each story (implementation steps) - Story Points — Effort estimates based on complexity - Priority — Relative importance of each story

After generation

The sprint is created in Planning status. You can: - Edit any generated content (titles, descriptions, points) - Add or remove stories - Rearrange epics and stories - Chat with Vibe for further refinements

When you're satisfied, start the sprint to begin working.

Last updated July 18, 2026