Engineering Tech Debt
Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks about code quality, refactoring priorities, or maintenance backlog.
What this skill does
Transform hidden maintenance issues into a clear action plan by identifying what slows down progress or risks stability. You receive a prioritized list of fixes with effort estimates and a phased plan that improves reliability without pausing new work. Use this whenever you need to decide what to tackle next or balance upkeep with building new features.
name: tech-debt description: Identify, categorize, and prioritize technical debt. Trigger with “tech debt”, “technical debt audit”, “what should we refactor”, “code health”, or when the user asks about code quality, refactoring priorities, or maintenance backlog.
Tech Debt Management
Systematically identify, categorize, and prioritize technical debt.
Categories
| Type | Examples | Risk |
|---|---|---|
| Code debt | Duplicated logic, poor abstractions, magic numbers | Bugs, slow development |
| Architecture debt | Monolith that should be split, wrong data store | Scaling limits |
| Test debt | Low coverage, flaky tests, missing integration tests | Regressions ship |
| Dependency debt | Outdated libraries, unmaintained dependencies | Security vulns |
| Documentation debt | Missing runbooks, outdated READMEs, tribal knowledge | Onboarding pain |
| Infrastructure debt | Manual deploys, no monitoring, no IaC | Incidents, slow recovery |
Prioritization Framework
Score each item on:
- Impact: How much does it slow the team down? (1-5)
- Risk: What happens if we don’t fix it? (1-5)
- Effort: How hard is the fix? (1-5, inverted — lower effort = higher priority)
Priority = (Impact + Risk) x (6 - Effort)
Output
Produce a prioritized list with estimated effort, business justification for each item, and a phased remediation plan that can be done alongside feature work.
Install this Skill
Skills give your AI agent a consistent, structured approach to this task — better output than a one-off prompt.
npx skills add anthropics/knowledge-work-plugins --skill engineering Official Anthropic skill. Need a walkthrough? See the install guide →
Works with
No terminal needed — Claude.ai works by pasting the skill into custom instructions.
Details
- Category
- Development
- License
- Apache 2.0
- Author
- @anthropics
- Source
- GitHub →
- Source file
-
show path
engineering/skills/tech-debt/SKILL.md