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AI Prompt Library
Project ManagementAgile/Scrum
January 2026
10 min read

Project Management Prompts: Agile, Scrum & Planning Templates

AI prompts for sprint planning, user stories, retrospectives, and project documentation. Works with Jira, Asana, Linear, and any PM tool.

Save All Prompts
Business Prompts
What You'll Get
  • Sprint Planning — Capacity planning, goal setting, backlog refinement
  • User Story Templates — Acceptance criteria, story points, edge cases
  • Retrospective Prompts — Action items, team insights, process improvements
  • Status Reports — Stakeholder updates, risk assessments, roadmaps

Save All PM Prompts Free

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Sprint Planning Prompts

Plan sprints that actually deliver

Sprint Goal Generator
Planning
Create focused sprint goals from backlog items
Generate sprint goals for our upcoming 2-week sprint:

TEAM CONTEXT:
- Team Size: [NUMBER] engineers
- Velocity: [STORY POINTS] per sprint
- Current Focus: [PRODUCT AREA]

CANDIDATE BACKLOG ITEMS:
[LIST YOUR TOP PRIORITY ITEMS]

Generate:
1. 2-3 sprint goal options (outcome-focused, not task-focused)
2. Recommended items for each goal
3. Story point estimates
4. Dependencies to resolve before sprint
5. Risks and mitigation strategies
6. Definition of Done for the sprint

Goals should be:
- Measurable and specific
- Achievable within the sprint
- Valuable to users/stakeholders
- Team-aligned
Save
Capacity Planning Calculator
Planning
Calculate realistic sprint capacity
Help me plan sprint capacity:

TEAM MEMBERS:
[Name 1]: [ROLE] - [AVAILABILITY: 100%/80%/50%]
[Name 2]: [ROLE] - [AVAILABILITY]
...

SPRINT DETAILS:
- Sprint Length: [2 weeks]
- Holidays/PTO: [LIST DAYS OFF]
- Meetings: [RECURRING MEETINGS]

Calculate:
1. Total available hours per person
2. Recommended capacity (account for interruptions, bugs)
3. Story points target based on historical velocity
4. Buffer recommendation for unexpected work
5. Risk factors that might affect capacity

Output a capacity table and recommended sprint commitment.
Save

User Story Prompts

Write clear, actionable user stories

User Story Generator
Stories
Create complete user stories with acceptance criteria
Create a user story for this feature:

FEATURE: [DESCRIBE THE FEATURE]
USER TYPE: [WHO WILL USE IT]
BUSINESS GOAL: [WHY IT MATTERS]

Generate:
1. User Story (As a... I want... So that...)
2. Acceptance Criteria (Given/When/Then format)
   - Happy path scenarios
   - Edge cases
   - Error states
3. Technical Notes
   - Implementation considerations
   - API changes needed
   - Database changes
4. Story Points Estimate (with reasoning)
5. Dependencies
6. Questions for Product/Design

Format for Jira/Linear import.
Save
Story Breakdown Assistant
Stories
Split epics into manageable stories
Break down this epic into user stories:

EPIC: [EPIC TITLE]
DESCRIPTION: [WHAT IT ACCOMPLISHES]
TIMELINE: [TARGET COMPLETION]

Create:
1. List of 5-10 user stories that comprise this epic
2. For each story:
   - Title
   - Brief description
   - Rough size (S/M/L)
   - Dependencies on other stories
3. Suggested implementation order
4. MVP vs Nice-to-have classification
5. Stories that could be parallelized
6. Integration/testing stories needed

Keep stories small enough to complete in 1-3 days.
Save

Retrospective Prompts

Run better retros, get real insights

Retro Discussion Generator
Retros
Generate thoughtful retrospective questions
Generate retrospective discussion topics for:

SPRINT SUMMARY:
- Sprint Goal: [WHAT WE AIMED FOR]
- Outcome: [MET/PARTIALLY MET/MISSED]
- Key Events: [NOTABLE THINGS THAT HAPPENED]

TEAM CONTEXT:
- Team Size: [NUMBER]
- Recent Changes: [NEW MEMBERS, PROCESS CHANGES]
- Current Challenges: [KNOWN ISSUES]

Generate:
1. "What went well" prompts (5 specific questions)
2. "What could improve" prompts (5 specific questions)
3. "Action items from last retro" - review format
4. One creative/fun activity option
5. Timeboxing suggestions (90 min total)
6. Anonymous feedback questions

Make questions specific to our context, not generic.
Save
Action Item Tracker
Retros
Create actionable improvements from feedback
Convert this retro feedback into action items:

FEEDBACK COLLECTED:
What went well:
[LIST ITEMS]

What could improve:
[LIST ITEMS]

Create:
1. Prioritized action items (max 3 per sprint)
2. For each action item:
   - Clear description
   - Owner assignment criteria
   - Success metric
   - Due date recommendation
   - How to verify completion
3. Items to defer vs. act on now
4. Quick wins vs. bigger initiatives
5. Follow-up schedule

Format as a table for easy tracking.
Save

Run Better Sprints

Save all PM prompts. Access from Jira, Slack, or anywhere you work.

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