technical-debt-quantifier

Measure, categorize, and prioritize technical debt for migration planning and remediation

509 stars

Best use case

technical-debt-quantifier is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Measure, categorize, and prioritize technical debt for migration planning and remediation

Teams using technical-debt-quantifier should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/technical-debt-quantifier/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/code-migration-modernization/skills/technical-debt-quantifier/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/technical-debt-quantifier/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How technical-debt-quantifier Compares

Feature / Agenttechnical-debt-quantifierStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Measure, categorize, and prioritize technical debt for migration planning and remediation

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Technical Debt Quantifier Skill

Measures, categorizes, and prioritizes technical debt to support informed decision-making for migration planning and debt remediation strategies.

## Purpose

Enable technical debt management for:
- Debt categorization and inventory
- Remediation effort estimation
- Interest calculation (ongoing cost)
- Priority scoring
- Trend tracking

## Capabilities

### 1. Debt Categorization
- Code debt (smells, complexity)
- Architecture debt (coupling, cohesion)
- Test debt (coverage gaps)
- Documentation debt
- Infrastructure debt

### 2. Remediation Effort Estimation
- Estimate fix time per item
- Calculate total remediation cost
- Identify quick wins
- Plan sprint allocation

### 3. Interest Calculation
- Calculate ongoing maintenance cost
- Estimate productivity impact
- Project future debt growth
- Model compound interest

### 4. Priority Scoring
- Score by business impact
- Weight by risk level
- Factor in remediation cost
- Calculate ROI of fixes

### 5. Debt-to-Value Ratio
- Compare debt to feature velocity
- Benchmark against industry
- Track debt percentage
- Set organizational targets

### 6. Trend Tracking
- Monitor debt over time
- Track remediation progress
- Identify debt sources
- Report debt velocity

## Tool Integrations

| Tool | Purpose | Integration Method |
|------|---------|-------------------|
| SonarQube | Debt calculation | API |
| CodeScene | Hotspot analysis | API |
| Codacy | Quality metrics | API |
| Code Climate | Maintainability | API |
| NDepend | .NET debt analysis | CLI |

## Output Schema

```json
{
  "analysisId": "string",
  "timestamp": "ISO8601",
  "debt": {
    "total": {
      "estimatedHours": "number",
      "monetaryValue": "number",
      "items": "number"
    },
    "byCategory": {
      "code": {},
      "architecture": {},
      "test": {},
      "documentation": {}
    },
    "byPriority": {
      "critical": [],
      "high": [],
      "medium": [],
      "low": []
    }
  },
  "metrics": {
    "debtRatio": "number",
    "debtPerLoc": "number",
    "interestRate": "number"
  },
  "trends": {
    "thirtyDay": "number",
    "ninetyDay": "number"
  },
  "recommendations": []
}
```

## Integration with Migration Processes

- **legacy-codebase-assessment**: Debt quantification
- **technical-debt-remediation**: Prioritization

## Related Skills

- `code-smell-detector`: Debt identification
- `static-code-analyzer`: Quality metrics

## Related Agents

- `technical-debt-auditor`: Deep debt analysis