@aj-geddes/agile-sprint-planning

A curated collection of useful AI prompts for various tasks and use cases

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Agile Sprint Planning

Table of Contents

Overview

Agile sprint planning provides a structured approach to organize work into time-boxed iterations, enabling teams to deliver value incrementally while maintaining flexibility and responding to change.

When to Use

  • Starting a new sprint cycle
  • Defining sprint goals and objectives
  • Estimating user stories and tasks
  • Managing sprint backlog prioritization
  • Handling mid-sprint changes or scope adjustments
  • Preparing sprint reviews and retrospectives
  • Training team members on Agile practices

Quick Start

Minimal working example:

# Sprint Planning Checklist

## 1-2 Days Before Planning Meeting

- [ ] Groom product backlog (ensure top items are detailed)
- [ ] Update user story acceptance criteria
- [ ] Identify dependencies and blockers
- [ ] Prepare estimates from previous sprints
- [ ] Review team velocity (average story points per sprint)
- [ ] Identify team availability/absences
- [ ] Prepare sprint goals draft

## Information to Gather

- Product Owner priorities
- Team capacity (working hours available)
- Previous sprint metrics
- Upcoming holidays or interruptions
- Technical debt items to address

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Sprint Planning Meeting Structure Sprint Planning Meeting Structure
Story Point Estimation Story Point Estimation
Sprint Goal Definition Sprint Goal Definition
Daily Standup Management Daily Standup Management

Best Practices

✅ DO

  • Base capacity on actual team velocity from past sprints
  • Include buffer time for interruptions and support work
  • Focus sprint goal on business value, not technical tasks
  • Timeboxe planning meeting (2 hours max for 2-week sprint)
  • Include entire team in planning discussion
  • Break down large stories into smaller, manageable pieces
  • Track story points for velocity trending
  • Review and adjust estimates based on actual completion
  • Maintain consistent sprint length
  • Include retrospective improvements in planning

❌ DON'T

  • Plan for 100% capacity utilization
  • Skip story grooming before planning meeting
  • Add stories after sprint starts (unless emergency)
  • Let one person estimate for entire team
  • Use story points as employee performance metrics
  • Ignore team velocity trends
  • Plan without clear sprint goal
  • Force stories into sprints to match capacity numbers
  • Skip sprint planning to save time
  • Use planning poker results as final estimate without discussion

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