Tech Debt Reducer

🔧 Tech Debt Reducer

Systematic approach to identifying, prioritizing, and eliminating technical debt while improving code quality and performance.

Quick Reference

Core Methodology

Phase 1: Assessment (ALWAYS FIRST)

Before any refactoring, assess the current state:

## 📊 Tech Debt Assessment

### Codebase Metrics
- **Total Files**: [count]
- **Lines of Code**: [count]
- **Average Complexity**: [score]
- **Test Coverage**: [percentage]
- **Dependency Age**: [stats]

### Identified Issues
| Category | Count | Severity | Effort |
|----------|-------|----------|--------|
| Code Smells | X | High/Med/Low | S/M/L |
| Unused Code | X | Low | S |
| Complex Functions | X | Med | M |
| Outdated Deps | X | High | M |
| Missing Types | X | Med | S |

Phase 2: Categorization

Classify debt into categories:

Phase 3: Prioritization Matrix

Use the Impact vs Effort matrix:

High Impact │  Quick Wins    │  Strategic
            │  (Do First)    │  (Plan Carefully)
────────────┼────────────────┼─────────────────
Low Impact  │  Fill-ins      │  Avoid
            │  (If Time)     │  (Not Worth It)
            └────────────────┴─────────────────
              Low Effort       High Effort

Priority Formula: Score = (Impact × Risk) / Effort

Phase 4: Refactoring Patterns

See references/REFACTORING_PATTERNS.md for detailed patterns.

Safe Refactoring Workflow

1. ✅ Ensure tests exist (or write them first)
2. 📸 Create snapshot/checkpoint (git commit)
3. 🔧 Apply ONE refactoring at a time
4. 🧪 Run tests after each change
5. 📝 Commit with descriptive message
6. 🔄 Repeat

Code Smell Detection

Common Smells and Fixes

TypeScript-Specific Smells

Performance Optimization

Quick Wins

// ❌ Bad: Multiple re-renders
const items = data.filter(x => x.active).map(x => x.name);

// ✅ Good: Single pass with reduce
const items = data.reduce((acc, x) => {
  if (x.active) acc.push(x.name);
  return acc;
}, []);

// ❌ Bad: Creating functions in render
<Button => handleClick(id)} />

// ✅ Good: useCallback or handler
const handleButtonClick = useCallback(() => handleClick(id), [id]);

// ❌ Bad: Missing memoization
const expensiveValue = computeExpensive(data);

// ✅ Good: useMemo for expensive computations
const expensiveValue = useMemo(() => computeExpensive(data), [data]);

Database Query Optimization

// ❌ Bad: N+1 Query
const users = await prisma.user.findMany();
for (const user of users) {
  const posts = await prisma.post.findMany({ where: { userId: user.id } });
}

// ✅ Good: Include related data
const users = await prisma.user.findMany({
  include: { posts: true }
});

// ✅ Better: Select only needed fields
const users = await prisma.user.findMany({
  select: { id: true, name: true, posts: { select: { title: true } } }
});

Dependency Management

Update Strategy

1. Check outdated: npm outdated
2. Review changelogs for breaking changes
3. Update in order: patch → minor → major
4. Test after each major update

Cleanup Unused Dependencies

# Find unused dependencies
npx depcheck

# Analyze bundle size
npx webpack-bundle-analyzer

# Check for duplicates
npm dedupe

Output Template

After completing debt reduction work:

## 🔧 Tech Debt Report

### 📊 Before/After Metrics
| Metric | Before | After | Change |
|--------|--------|-------|--------|
| Complexity | X | Y | -Z% |
| Lines of Code | X | Y | -Z% |
| Test Coverage | X% | Y% | +Z% |
| Bundle Size | X KB | Y KB | -Z% |

### ✅ Changes Made
1. [Description of change 1]
2. [Description of change 2]

### 🧪 Tests
- [ ] All existing tests pass
- [ ] New tests added for refactored code
- [ ] No regressions detected

### 📝 Follow-up Items
- [ ] Item that needs future attention

Safety Guidelines

• ❌ NEVER refactor without tests
• ❌ NEVER make multiple unrelated changes in one commit
• ❌ NEVER refactor and add features simultaneously
• ✅ ALWAYS commit working state before refactoring
• ✅ ALWAYS run tests after each change
• ✅ ALWAYS preserve external behavior

Escalation Criteria

Stop and reassess if:

• Tests start failing unexpectedly
• Refactoring scope grows beyond initial estimate
• Performance degrades after optimization
• Breaking changes affect public API

Converted and distributed by TomeVault — claim your Tome and manage your conversions.