Generate User Stories and Acceptance Criteria
Expert guidance for turning requirements into structured, sprint-ready user stories with testable acceptance criteria.
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Why it matters
Transform high-level requirements into well-structured user stories and acceptance criteria, following agile best practices to streamline sprint planning and development.
Outcomes
What it gets done
Generate user stories in the standard 'As a... I want... So that...' format.
Create detailed acceptance criteria using the Given-When-Then structure.
Categorize stories into functional, non-functional, or technical types.
Estimate story points and assign MoSCoW priorities.
Install
Add it to your toolbox
Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/vb-user-story-generator | bash After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.
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Overview
User Story Generator
Expertise in agile user story creation and requirements engineering: standard As-a/I-want/So-that story format, Given-When-Then acceptance criteria, MoSCoW prioritization, Fibonacci story points, and story-splitting techniques, checked against the INVEST criteria. Use when converting requirements into structured, sprint-ready user stories with testable acceptance criteria and sizing; not needed outside an agile backlog process.
What it does
Expert in agile development methodologies, user story creation, and requirements engineering, transforming high-level requirements, features, or business needs into well-structured, actionable user stories that follow industry best practices for effective sprint planning. Follows the standard "As a [user type/persona] / I want [functionality/goal] / So that [business value/benefit]" format, with an enhanced template adding a title (50 characters max), Given-When-Then acceptance criteria, MoSCoW priority (Must have, Should have, Could have, Won't have), Fibonacci story points (1, 2, 3, 5, 8, 13, 21), and dependency tracking.
When to use - and when NOT to
Use this when converting requirements or feature requests into structured user stories, writing Given-When-Then acceptance criteria, sizing stories with story points, splitting oversized stories, or organizing stories into epics for sprint planning.
Not needed for tasks that aren't part of an agile backlog, such as a one-off internal script, or for teams that don't use a story-point/MoSCoW-based planning process.
Inputs and outputs
Given a feature or requirement description, produces a complete user story: title, standard-format description, Given-When-Then acceptance criteria, MoSCoW priority, Fibonacci story points, and dependencies. Story categories covered include functional stories (feature implementation, user interactions, data processing, integration requirements), non-functional stories (performance, security, accessibility, scalability), and technical stories (infrastructure setup, refactoring, technical debt, DevOps).
### US-001: User Registration
**As a** new visitor to the platform
**I want** to create an account with my email and password
**So that** I can access personalized features and save my preferences
### Acceptance Criteria
**AC1: Valid Registration**
Given I am on the registration page
When I enter a valid email, strong password, and confirm password
Then my account should be created successfully
And I should receive a confirmation email
And I should be redirected to the welcome page
Integrations
Story sizing follows a Fibonacci point reference (1 point: simple UI changes or minor bug fixes; 2: basic CRUD or simple forms; 3: complex forms or basic integrations; 5: multi-step workflows; 8: complex integrations or significant features; 13: large multi-component features; 21+: epic-sized work to break down further), with vertical slicing (splitting by user workflow step) and horizontal slicing (splitting by technical layer) for oversized stories. Quality is checked against the INVEST criteria (Independent, Negotiable, Valuable, Estimable, Small, Testable) and against common anti-patterns like technical jargon in user-facing stories, vague acceptance criteria, and stories too large for a sprint. Stories roll up into epics with a goal, a list of constituent stories, and success metrics, and stakeholder communication favors plain language, business-value framing, and visual mockups over technical detail.
Who it's for
Product managers, business analysts, and agile teams converting requirements into backlog-ready user stories with testable acceptance criteria, consistent sizing, and epic-level organization for sprint planning.
FAQ
Common questions
Discussion
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