Productivity
technical-debt-assessment▌
aj-geddes/useful-ai-prompts · updated Apr 8, 2026
$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill technical-debt-assessment
summary
Systematically identify, measure, and manage technical debt to make informed decisions about code quality investments.
skill.md
Technical Debt Assessment
Table of Contents
Overview
Systematically identify, measure, and manage technical debt to make informed decisions about code quality investments.
When to Use
- Legacy code evaluation
- Refactoring prioritization
- Sprint planning
- Code quality initiatives
- Acquisition due diligence
- Architectural decisions
Quick Start
Minimal working example:
interface DebtItem {
id: string;
title: string;
description: string;
category: "code" | "architecture" | "test" | "documentation" | "security";
severity: "low" | "medium" | "high" | "critical";
effort: number; // hours
impact: number; // 1-10 scale
interest: number; // cost per sprint if not fixed
}
class TechnicalDebtAssessment {
private items: DebtItem[] = [];
addDebtItem(item: DebtItem): void {
this.items.push(item);
}
calculatePriority(item: DebtItem): number {
const severityWeight = {
low: 1,
medium: 2,
high: 3,
critical: 4,
};
// ... (see reference guides for full implementation)
Reference Guides
Detailed implementations in the references/ directory:
| Guide | Contents |
|---|---|
| Technical Debt Calculator | Technical Debt Calculator |
| Code Quality Scanner | Code Quality Scanner |
Best Practices
✅ DO
- Quantify debt impact
- Prioritize by ROI
- Track debt over time
- Include debt in sprints
- Document debt decisions
- Set quality gates
❌ DON'T
- Ignore technical debt
- Fix everything at once
- Skip impact analysis
- Make emotional decisions