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/tech-debt

Scans the codebase for technical debt indicators, categorizes and prioritizes findings, and maintains a debt register with repayment recommendations. Use when assessing codebase health, planning refactoring, or when the user mentions technical debt or code quality.

From plugin
software-development-department
72116 skills28 agents1 MCP
Install
$ npx -y skills add tranhieutt/software_development_department --skill tech-debt --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/tech-debt

Context preview

The summary Claude sees to decide when to auto-load this skill.

Scans the codebase for technical debt indicators, categorizes and prioritizes findings, and maintains a debt register with repayment recommendations. Use when assessing codebase health, planning refactoring, or when the user mentions technical debt or code quality.

SKILL.md

tech-debt.SKILL.md
name: tech-debt
type: workflow
description: "Scans the codebase for technical debt indicators, categorizes and prioritizes findings, and maintains a debt register with repayment recommendations. Use when assessing codebase health, planning refactoring, or when the user mentions technical debt or code quality."
argument-hint: "[scan|add|prioritize|report]"
user-invocable: true
allowed-tools: Read, Glob, Grep, Write
context: fork
agent: technical-director
effort: 3
when_to_use: "Use when assessing codebase health, planning a refactoring sprint, or when the user mentions technical debt, code quality, cleanup, or wants to prioritize remediation work."

When this skill is invoked:

1. **Parse the subcommand** from the argument:

  • `scan` — Scan the codebase for tech debt indicators
  • `add` — Add a new tech debt entry manually
  • `prioritize` — Re-prioritize the existing debt register
  • `report` — Generate a summary report of current debt status

2. **For `scan`**:

  • Search the codebase for debt indicators:
  • `TODO` comments (count and categorize)
  • `FIXME` comments (these are bugs disguised as debt)
  • `HACK` comments (workarounds that need proper solutions)
  • `@deprecated` markers
  • Duplicated code blocks (similar patterns in multiple files)
  • Files over 500 lines (potential god objects)
  • Functions over 50 lines (potential complexity)
  • Shallow wrappers or pass-through abstractions that fail the deletion test
  • Categorize each finding:
  • **Architecture Debt**: Wrong abstractions, missing patterns, coupling issues, shallow wrappers, failed deletion-test seams
  • **Code Quality Debt**: Duplication, complexity, naming, missing types
  • **Test Debt**: Missing tests, flaky tests, untested edge cases
  • **Documentation Debt**: Missing docs, outdated docs, undocumented APIs
  • **Dependency Debt**: Outdated packages, deprecated APIs, version conflicts
  • **Performance Debt**: Known slow paths, unoptimized queries, memory issues
  • Update the debt register at `docs/tech-debt-register.md`

For shallow-wrapper findings, apply this test before filing debt:

  • If deleting the abstraction would mostly simplify the code and would not

force multiple callers to re-learn meaningful behavior, log it as **Architecture Debt**.

  • If deleting it would re-spread invariants, branching, retries, validation,

or ordering logic across callers, it is probably earning its keep; do not file debt just because it is small.

Record shallow-wrapper debt explicitly in the description, for example:

  • "Pass-through adapter around `OrderRepository` fails deletion test"
  • "Thin mapper module mirrors caller complexity without adding leverage"

3. **For `add`**:

  • Prompt for: description, category, affected files, estimated fix effort, impact if left unfixed
  • Append to the debt register

4. **For `prioritize`**:

  • Read the debt register
  • Score each item by: `(impact_if_unfixed * frequency_of_encounter) / fix_effort`
  • Re-sort the register by priority score
  • Recommend which items to include in the next sprint

5. **For `report`**:

  • Read the debt register
  • Generate summary statistics:
  • Total items by category
  • Total estimated fix effort
  • Items added vs resolved since last report
  • Trending direction (growing / stable / shrinking)
  • Flag any items that have been in the register for more than 3 sprints
  • Output the report

Debt Register Format

## Technical Debt Register
Last updated: [Date]
Total items: [N] | Estimated total effort: [T-shirt sizes summed]

| ID | Category | Description | Files | Effort | Impact | Priority | Added | Sprint |
|----|----------|-------------|-------|--------|--------|----------|-------|--------|
| TD-001 | [Cat] | [Description] | [files] | [S/M/L/XL] | [Low/Med/High/Critical] | [Score] | [Date] | [Sprint to fix or "Backlog"] |

Rules

  • Tech debt is not inherently bad — it is a tool. The register tracks conscious decisions.
  • Every debt entry must explain WHY it was accepted (deadline, prototype, missing info)
  • "Scan" should run at least once per sprint to catch new debt
  • Items older than 3 sprints without action should either be fixed or consciously accepted with a documented reason
  • Do not file every small abstraction as debt. File only wrappers/modules that

are shallow enough to fail the deletion test.

Protocol

  • **Question**: Reads mode from argument (`scan` / `add` / `prioritize` / `report`); `add` mode prompts for debt details
  • **Options**: Skip — mode drives execution path
  • **Decision**: `add` mode — user provides description, category, effort estimate, and justification (why accepted)
  • **Draft**: Changes shown in conversation before updating register
  • **Approval**: "May I update `docs/technical/tech-debt.md`?"

Output

Deliver exactly:

  • **`scan`**: debt register updated at `docs/technical/tech-debt.md` + count of new items found by category
  • **`add`**: new TD-[NNN] entry appended to register with effort, impact, and WHY it was accepted
  • **`prioritize`**: ranked list of top 5 items by impact/effort score with recommended sprint to fix
  • **`report`**: summary table — total items, effort distribution (S/M/L/XL), critical items count
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