a5c-ai/technical-debt-quantifier
library/specializations/code-migration-modernization/skills/technical-debt-quantifier/SKILL.md
Measure, categorize, and prioritize technical debt for migration planning and remediation
$ install --global
skillsauthnpx skillsauth add a5c-ai/babysitter technical-debt-quantifierInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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Snyk (dep)Open source security scanning
50%
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50%
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VirusTotalMulti-engine malware detection
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Last scanned: Apr 28, 2026, 4:41 PM287.3s2 files scanned
SKILL.md
- name:
- technical-debt-quantifier
- description:
- Measure, categorize, and prioritize technical debt for migration planning and remediation
- allowed-tools:
- ["Bash", "Read", "Write", "Grep", "Glob", "Edit"]
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
{
"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 identificationstatic-code-analyzer: Quality metrics
Related Agents
technical-debt-auditor: Deep debt analysis
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