technical-debt-quantifier
Measure, categorize, and prioritize technical debt for migration planning and remediation
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
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/technical-debt-quantifier/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How technical-debt-quantifier Compares
| Feature / Agent | technical-debt-quantifier | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/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 analysisRelated Skills
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