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
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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

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.549 reviews
  • Ganesh Mohane· Dec 20, 2024

    We added technical-debt-assessment from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Zara White· Dec 20, 2024

    Solid pick for teams standardizing on skills: technical-debt-assessment is focused, and the summary matches what you get after install.

  • Zara Singh· Dec 16, 2024

    Registry listing for technical-debt-assessment matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Tariq Huang· Dec 12, 2024

    technical-debt-assessment has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Sakshi Patil· Nov 11, 2024

    Useful defaults in technical-debt-assessment — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Tariq Verma· Nov 11, 2024

    I recommend technical-debt-assessment for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Liam Taylor· Nov 11, 2024

    technical-debt-assessment fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Zara Khan· Nov 7, 2024

    technical-debt-assessment reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Tariq Singh· Oct 26, 2024

    We added technical-debt-assessment from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Chaitanya Patil· Oct 2, 2024

    Registry listing for technical-debt-assessment matched our evaluation — installs cleanly and behaves as described in the markdown.

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