Feature Development

Technical Debt Prioritization Matrix

Works with ChatGPT, Claude, Gemini, and other AI assistants

Create a systematic framework to assess and prioritize technical debt in [product area]. Include: 1) Categorization system for different types of technical debt (architectural, code quality, testing gaps, etc.), 2) Assessment criteria including business impact, customer experience impact, development velocity impact, and risk factors, 3) Effort estimation approach, 4) ROI calculation methodology for debt repayment, 5) Visualization matrix plotting impact vs. effort, 6) Recommended allocation percentage of development resources for ongoing debt reduction, 7) Communication templates for explaining technical debt to non-technical stakeholders, and 8) Success metrics for measuring debt reduction progress.

How to Use This Prompt

  1. Copy the prompt using the button above
  2. Replace placeholders in [brackets] with your specific details
  3. Paste into your AI assistant (ChatGPT, Claude, Gemini, etc.)
  4. Iterate as needed - ask follow-up questions to refine the output

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