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Retrospective Insights Generator

Analyze sprint data to generate insights for retrospective discussions, identifying patterns in velocity, blockers, and team dynamics to drive process improvements.

experimental
IDE:
claude
codex
vscode
Version:
1.0.0
Owner:community
agile
sprint-ceremonies
retrospective
scrum
process-improvement

Retrospective Insights Generator

Status: 📝 Placeholder - This prompt is planned but not yet fully implemented.

Purpose

Prepare for sprint retrospectives by analyzing completed sprint data to surface patterns, celebrate wins, and identify process improvement opportunities.

Planned Features

  • Velocity trend analysis (sprint-over-sprint)
  • Blocker pattern recognition (common themes)
  • Collaboration metrics (PR review times, pairing frequency)
  • "What went well" / "What didn't" categorization
  • Action item generator (SMART format)

Contributing

This prompt needs implementation! See CONTRIBUTING.md for guidelines on developing prompts for this category.

What's needed:

  1. Sprint data aggregation queries (completed work, blockers, velocity)
  2. Pattern detection algorithms (recurring issues, bottlenecks)
  3. Collaboration metric calculators
  4. Action item templates (SMART goals)
  5. Visualization options (charts for trends)

Related Assets

Sprint Planning Assistant

experimental

Facilitate sprint planning sessions by recommending issue prioritization, capacity allocation, and sprint goal formulation based on team velocity and backlog refinement data.

claude
codex
vscode
agile
sprint-ceremonies
sprint-planning
scrum
capacity-planning

Owner: community

Daily Standup Preparation

active

Comprehensive standup preparation assistant that aggregates blockers, PR status, issue progress, and team updates into a concise, actionable format for daily standup meetings.

claude
codex
vscode
agile
sprint-ceremonies
standup
scrum
github
+1

Owner: thudak_uhg

Backlog Refinement Assistant

active

Facilitates backlog grooming sessions by analyzing issues for readiness, suggesting improvements to acceptance criteria, estimating complexity, and identifying dependencies before sprint planning.

claude
codex
vscode
agile
sprint-ceremonies
backlog-grooming
sprint-planning
github
+1

Owner: thudak_uhg

Acceptance Criteria Generator

experimental

Generate comprehensive acceptance criteria for user stories using Given-When-Then format, covering happy paths, edge cases, and error conditions.

claude
codex
vscode
agile
issue-management
acceptance-criteria
user-stories
bdd

Owner: community

Issue Triage & Prioritization

experimental

Triage incoming issues and bugs using multi-factor scoring (severity, impact, effort) to recommend priority levels and sprint assignment.

claude
codex
vscode
agile
issue-management
triage
prioritization
product-management

Owner: community

Label Taxonomy Audit

experimental

Audit GitHub label usage across repositories to identify inconsistencies, redundancies, and missing labels, then recommend a standardized taxonomy.

claude
codex
vscode
agile
issue-management
labels
taxonomy
github

Owner: community