sprint-planning

Convert vague requirements into INVEST-compliant Agile backlog stories with acceptance criteria.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/mbaho10/claude-code-skills-9arm-workspace --skill sprint-planning-mbaho10
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sprint-planning
Source: https://github.com/mbaho10/claude-code-skills-9arm-workspace/tree/main/.claude/skills/sprint-planning
Command: npx skills add https://github.com/mbaho10/claude-code-skills-9arm-workspace --skill sprint-planning-mbaho10

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turn vague requirements into a concrete, testable Agile backlog that the team can implement.

Core Features & Use Cases

  • INVEST-compliant backlog: Ensures stories are Independent, Negotiable, Valuable, Estimable, Small, and Testable.
  • Acceptance criteria per story: Given/When/Then criteria drive QA and clarity for each user story.
  • Sprint goal alignment: One clear sprint goal guides all backlog items and prioritization.

Quick Start

Turn a vague product idea into a ready-to-start sprint backlog with clearly defined user stories, acceptance criteria, and a single sprint goal.

Frequently Asked Questions about sprint-planning

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn vague product requirements into a testable Agile backlog?

To turn vague requirements into an Agile backlog, you break down product intent into INVEST-compliant user stories. Each story receives Given/When/Then acceptance criteria and story points to ensure it is testable and ready for sprint implementation.

What is the best way to structure user stories for sprint planning?

The best way to structure user stories for sprint planning is to align them under a single sprint goal. Stories must satisfy INVEST criteria and include clear acceptance criteria to drive QA, ensuring every backlog item is estimable and negotiable.

Does backlog refinement require acceptance criteria for every user story?

Yes, backlog refinement requires acceptance criteria for every user story to ensure testability. Applying Given/When/Then criteria drives QA clarity and confirms that the story satisfies the INVEST standard before it enters a sprint.

Can I use story points to prioritize a single sprint goal during backlog breakdown?

Yes, you can use story points to estimate effort and prioritize a single sprint goal during backlog breakdown. Assigning story points to user stories helps the team balance workload and ensure all items align with the sprint objective.

Why does my Agile backlog fail INVEST criteria during sprint planning?

An Agile backlog fails INVEST criteria during sprint planning when stories are too large, lack value, or miss testable acceptance criteria. Breaking vague requirements into smaller, independent stories with Given/When/Then formats resolves these issues.

When do I need to define a single sprint goal for backlog refinement?

You need to define a single sprint goal for backlog refinement when prioritizing user stories for an upcoming iteration. A clear sprint goal guides all backlog item selection, ensuring that story points and acceptance criteria align with the overarching objective.