qe-mutation-testing

# Mutation Testing

<default_to_action>
When validating test quality or improving test effectiveness:
1. MUTATE code (change + to -, >= to >, remove statements)
2. RUN tests against each mutant
3. VERIFY tests catch mutations (kill mutants)
4. IDENTIFY surviving mutants (tests need improvement)
5. STRENGTHEN tests to kill surviving mutants

**Quick Mutation Metrics:**
- Mutation Score = Killed / (Killed + Survived)
- Target: > 80% mutation score
- Surviving mutants = weak tests

**Critical Success Factors:**
- High coverage ≠ good tests (100% coverage, 0% assertions)
- Mutation testing proves tests actually catch bugs
- Focus on critical code paths first
</default_to_action>

## Quick Reference Card

### When to Use
- Evaluating test suite quality
- Finding gaps in test assertions
- Proving tests catch bugs
- Before critical releases

### Mutation Score Interpretation
| Score | Interpretation |
|-------|----------------|
| **90%+** | Excellent test quality |
| **80-90%** | Good, minor improvements |
| **60-80%** | Needs attention |
| **< 60%** | Significant gaps |

### Common Mutation Operators
| Category | Original | Mutant |
|----------|----------|--------|
| **Arithmetic** | `a + b` | `a - b` |
| **Relational** | `x >= 18` | `x > 18` |
| **Logical** | `a && b` | `a \|\| b` |
| **Conditional** | `if (x)` | `if (true)` |
| **Statement** | `return x` | *(removed)* |

---

## How Mutation Testing Works

```javascript
// Original code
function isAdult(age) {
  return age >= 18; // ← Mutant: change >= to >
}

// Strong test (catches mutation)
test('18 is adult', () => {
  expect(isAdult(18)).toBe(true); // Kills mutant!
});

// Weak test (mutation survives)
test('19 is adult', () => {
  expect(isAdult(19)).toBe(true); // Doesn't catch >= vs >
});
// Surviving mutant → Test needs boundary value
```

---

## Using Stryker

```bash
# Install
npm install --save-dev @stryker-mutator/core @stryker-mutator/jest-runner

# Initialize
npx stryker init
```

**Configuration:**
```json
{
  "packageManager": "npm",
  "reporters": ["html", "clear-text", "progress"],
  "testRunner": "jest",
  "coverageAnalysis": "perTest",
  "mutate": [
    "src/**/*.ts",
    "!src/**/*.spec.ts"
  ],
  "thresholds": {
    "high": 90,
    "low": 70,
    "break": 60
  }
}
```

**Run:**
```bash
npx stryker run
```

**Output:**
```
Mutation Score: 87.3%
Killed: 124
Survived: 18
No Coverage: 3
Timeout: 1
```

---

## Fixing Surviving Mutants

```javascript
// Surviving mutant: >= changed to >
function calculateDiscount(quantity) {
  if (quantity >= 10) { // Mutant survives!
    return 0.1;
  }
  return 0;
}

// Original weak test
test('large order gets discount', () => {
  expect(calculateDiscount(15)).toBe(0.1); // Doesn't test boundary
});

// Fixed: Add boundary test
test('exactly 10 gets discount', () => {
  expect(calculateDiscount(10)).toBe(0.1); // Kills mutant!
});

test('9 does not get discount', () => {
  expect(calculateDiscount(9)).toBe(0); // Tests below boundary
});
```

---

## Agent-Driven Mutation Testing

```typescript
// Analyze mutation score and generate fixes
await Task("Mutation Analysis", {
  targetFile: 'src/payment.ts',
  generateMissingTests: true,
  minScore: 80
}, "qe-test-generator");

// Returns:
// {
//   mutationScore: 0.65,
//   survivedMutations: [
//     { line: 45, operator: '>=', mutant: '>', killedBy: null }
//   ],
//   generatedTests: [
//     'test for boundary at line 45'
//   ]
// }

// Coverage + mutation correlation
await Task("Coverage Quality Analysis", {
  coverageData: coverageReport,
  mutationData: mutationReport,
  identifyWeakCoverage: true
}, "qe-coverage-analyzer");
```

---

## Agent Coordination Hints

### Memory Namespace
```
aqe/mutation-testing/
├── mutation-results/*   - Stryker reports
├── surviving/*          - Surviving mutants
├── generated-tests/*    - Tests to kill mutants
└── trends/*             - Mutation score over time
```

### Fleet Coordination
```typescript
const mutationFleet = await FleetManager.coordinate({
  strategy: 'mutation-testing',
  agents: [
    'qe-test-generator',     // Generate tests for survivors
    'qe-coverage-analyzer',  // Coverage correlation
    'qe-quality-analyzer'    // Quality assessment
  ],
  topology: 'sequential'
});
```

---

## Related Skills
- [tdd-london-chicago](../tdd-london-chicago/) - Write effective tests first
- [test-design-techniques](../test-design-techniques/) - Boundary value analysis
- [quality-metrics](../quality-metrics/) - Measure test effectiveness

---

## Remember

**High code coverage ≠ good tests.** 100% coverage but weak assertions = useless. Mutation testing proves tests actually catch bugs.

**Focus on critical paths first.** Don't mutation test everything - prioritize payment, authentication, data integrity code.

**With Agents:** Agents run mutation analysis, identify surviving mutants, and generate missing test cases to kill them. Automated improvement of test quality.