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MANDATORY for code review, suggestions, and quality assessment. Defines priority order, bad smells, and review standards.

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SKILL.md

name code-quality
description MANDATORY for code review, suggestions, and quality assessment. Defines priority order, bad smells, and review standards.

Mandatory

MANDATORY: Use this skill when reviewing code or suggesting improvements.

CRITICAL: Follow priority order when making tradeoff decisions.

NO EXCEPTIONS: Skipping quality standards = technical debt = wasted time.

Subagent Context

IF YOU ARE A SUBAGENT: Follow these standards directly and return your analysis to the primary agent.

Priority Order

Code Quality Priority Order

When making decisions, resolve conflicts in this order:

1. Readability & Maintainability (HIGHEST)

  • Code is written for humans first, machine execution is by-product
  • Clear intent over clever tricks
  • Self-documenting over commented

2. Correctness

  • Including edge cases and error handling
  • Type safety and validation
  • Concurrency safety if applicable

3. Performance

  • Only optimize when needed
  • Measure before optimizing
  • Don't sacrifice readability for micro-optimizations

4. Code Length (LOWEST)

  • Brevity is nice but not at cost of clarity
  • Prefer explicit over implicit
  • Don't compress logic to save lines

Bad Smells to Watch For

Actively identify and flag these issues:

Structural Smells

  • Repeated logic / copied code - Extract to shared function
  • Tight coupling / circular dependencies - Decouple modules
  • Fragile design - Changes cascade unexpectedly to unrelated areas
  • God objects/functions - Too many responsibilities in one place

Clarity Smells

  • Unclear intentions - Code doesn't reveal purpose
  • Vague naming - Variables/functions don't describe what they do
  • Magic numbers/strings - Unexplained constants
  • Deep nesting - Hard to follow control flow

Design Smells

  • Over-design - Unnecessary complexity without actual benefits
  • Premature abstraction - Generalizing before understanding patterns
  • Leaky abstractions - Implementation details exposed
  • Feature envy - Function uses another module's data excessively

Error Handling Smells

  • Swallowed exceptions - Errors caught but not handled
  • Missing validation - Input not checked before use
  • Unclear error messages - User can't understand what went wrong

Review Structure

Code Review Output Structure

When reviewing code, structure feedback as:

1. Summary (1-2 sentences) Overall assessment of code quality

2. Issues Found List with severity:

  • 🔴 Critical - Must fix before merge (bugs, security, data loss)
  • 🟡 Warning - Should fix (bad patterns, maintainability)
  • 🔵 Suggestion - Nice to have (style, minor improvements)

3. Specific Recommendations For each issue:

  • What's wrong
  • Why it matters
  • How to fix it (with example if helpful)

4. Positive Notes (optional) What's done well - reinforce good patterns

Review Checklist

Correctness:

☐ Logic handles expected inputs correctly

☐ Edge cases handled (null, empty, max values)

☐ Error conditions handled gracefully

☐ No obvious bugs or typos

Maintainability:

☐ Code is readable without extensive comments

☐ Functions/methods have single responsibility

☐ Naming is clear and consistent

☐ No unnecessary complexity

Security:

☐ Input is validated/sanitized

☐ No hardcoded secrets

☐ Proper authentication/authorization checks

☐ No SQL injection, XSS, etc. vulnerabilities

Performance:

☐ No obvious N+1 queries

☐ No unnecessary loops or allocations

☐ Appropriate data structures used

☐ No blocking operations in hot paths

Testing:

☐ Tests cover happy path

☐ Tests cover edge cases

☐ Tests cover error conditions

☐ Tests are readable and maintainable

Anti-Rationalization

THESE EXCUSES NEVER APPLY

"It works, so it's fine" WRONG: Working code can still be bad code

"We'll refactor later" WRONG: Technical debt compounds - fix now

"It's just a small change" WRONG: Small changes accumulate into big problems

"Performance doesn't matter here" WRONG: At least check for obvious issues

NO EXCEPTIONS