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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.

by @anthropics · Apache 2.0 New

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.

Anthropic · Development
view on github ↗

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

TypeExamplesRisk
Code debtDuplicated logic, poor abstractions, magic numbersBugs, slow development
Architecture debtMonolith that should be split, wrong data storeScaling limits
Test debtLow coverage, flaky tests, missing integration testsRegressions ship
Dependency debtOutdated libraries, unmaintained dependenciesSecurity vulns
Documentation debtMissing runbooks, outdated READMEs, tribal knowledgeOnboarding pain
Infrastructure debtManual deploys, no monitoring, no IaCIncidents, 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
Download ZIP

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
Source file
show path engineering/skills/tech-debt/SKILL.md
engineering tech-debt knowledge-work-plugin