Tech Debt

by anthropicsae1513ea94dcNo license27K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today

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.

FeaturedInstructions onlySoftware Development
AI-generated overview

Identifies, categorizes, and prioritizes technical debt, producing a scored backlog and phased remediation plan.

What it does
Guides an agent through a structured technical debt audit: it defines six debt categories (code, architecture, test, dependency, documentation, infrastructure) with examples and associated risks. It supplies a scoring framework where each item is rated on impact, risk, and effort, and priority is computed as (Impact + Risk) x (6 - Effort). The output is a prioritized list with estimated effort, business justification per item, and a phased remediation plan that can run alongside feature work.
When to use it
Use when a team asks what to refactor, wants a code health or technical debt audit, or needs to prioritize a maintenance backlog. It fits planning discussions about code quality and refactoring priorities.
Requirements
No scripts or tools; instructions only. It needs no packages, credentials, or network access beyond the agent itself.

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Documentation debtMissing runbooks, outdated READMEs, tribal knowledgeOnboarding pain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.

Source and attribution

Source:anthropics/knowledge-work-pluginsinengineering/skills/tech-debtat commitae1513e

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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Tech Debt Agent Skill | SourceWeft