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Agile Sprint Planning

  • 592 installs
  • 305 repo stars
  • Updated March 4, 2026
  • aj-geddes/useful-ai-prompts

Agile-sprint-planning is an agent skill that runs structured Agile sprint planning sessions so developers and engineering teams using AI coding agents can define sprint goals, estimate stories, manage backlogs, and facil

About

Agile-sprint-planning is an agent skill for time-boxed Agile iterations with AI coding agents. It helps teams define sprint goals, estimate user stories, manage the sprint backlog, and run daily standups to deliver value incrementally while adapting to change. Developers reach for agile-sprint-planning at sprint kickoff, backlog refinement, or when an agent-assisted team needs a repeatable ceremony structure instead of ad hoc task lists.

  • 7-step pre-planning checklist that must be completed before every sprint
  • Structured templates for sprint goals, user story estimation, and backlog prioritization
  • Handles mid-sprint scope changes and prepares sprint reviews plus retrospectives
  • Includes team velocity tracking and dependency identification
  • Next-skill handoff: approved sprint backlog → invoke implementation planning

Agile Sprint Planning by the numbers

  • 592 all-time installs (skills.sh)
  • Ranked #680 of 3,282 Productivity & Planning skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill agile-sprint-planning

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Listed on Skillselion
Installs592
repo stars305
Last updatedMarch 4, 2026
Repositoryaj-geddes/useful-ai-prompts

How do you plan an Agile sprint with AI agents?

Run structured Agile sprint planning sessions with their AI coding agents.

Who is it for?

Engineering teams pairing AI coding agents with Scrum or Agile ceremonies who need structured sprint planning and backlog management.

Skip if: Kanban-only flow teams avoiding time-boxed sprints or organizations that already run full Jira/Azure DevOps ceremony automation.

When should I use this skill?

A team starts a sprint, needs story estimation help, or wants agent-guided standup and backlog planning.

What you get

Sprint goal statement, estimated user stories, prioritized sprint backlog, and standup facilitation outline.

  • sprint goal
  • estimated backlog
  • standup agenda

Files

SKILL.mdMarkdownGitHub ↗

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:

GuideContents
Sprint Planning Meeting StructureSprint Planning Meeting Structure
Story Point EstimationStory Point Estimation
Sprint Goal DefinitionSprint Goal Definition
Daily Standup ManagementDaily 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

Related skills

How it compares

Use agile-sprint-planning for ceremony structure and backlog focus; use team-communications when the deliverable is a polished 3P executive status blurb.

FAQ

What ceremonies does agile-sprint-planning cover?

Agile-sprint-planning covers sprint goal definition, user story estimation, sprint backlog management, and daily standup facilitation so teams deliver incrementally within time-boxed iterations.

Can agile-sprint-planning work with AI coding agents?

Agile-sprint-planning is written for teams using AI coding agents during Agile ceremonies, aligning agent-assisted execution with sprint goals, backlog priorities, and standup updates.

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