/mutation-testing
Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs.
$ npx -y skills add proffesor-for-testing/agentic-qe --skill mutation-testing --agent claude-codeHow it fires
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- 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
/mutation-testing
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Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs.
SKILL.md
mutation-testing.SKILL.mdname: mutation-testing
description: "Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs."
category: specialized-testing
priority: high
tokenEstimate: 900
agents: [qe-test-generator, qe-coverage-analyzer, qe-quality-analyzer, qe-mutation-tester]
implementation_status: optimized
optimization_version: 1.0
last_optimized: 2025-12-02
dependencies: []
quick_reference_card: true
tags: [mutation, stryker, test-quality, kill-rate, assertions, effectiveness]
# ADR-056 Trust Tier 3 Validation
trust_tier: 3
validation:
schema_path: schemas/output.json
validator_path: scripts/validate-config.json
eval_path: evals/mutation-testing.yaml
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
// 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
# Install
npm install --save-dev @stryker-mutator/core @stryker-mutator/jest-runner
# Initialize
npx stryker init
**Configuration:**
{
"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:**
npx stryker run
**Output:**
Mutation Score: 87.3%
Killed: 124
Survived: 18
No Coverage: 3
Timeout: 1
---
Fixing Surviving Mutants
// 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
// 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
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.
Run History
After each mutation test run, append results to `run-history.json` in this skill directory:
node -e "
const fs = require('fs');
const h = JSON.parse(fs.readFileSync('.claude/skills/mutationRead more
name: mutation-testing description: "Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs." category: specialized-testing priority: high tokenEstimate: 900 agents: [qe-test-generator, qe-coverage-analyzer, qe-quality-analyzer, qe-mutation-tester] implementation_status: optimized optimization_version: 1.0 last_optimized: 2025-12-02 dependencies: [] quick_reference_card: true tags: [mutation, stryker, test-quality, kill-rate, assertions, effectiveness] # ADR-056 Trust Tier 3 Validation trust_tier: 3 validation: schema_path: schemas/output.json validator_path: scripts/validate-config.json eval_path: evals/mutation-testing.yaml
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
// 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
# Install npm install --save-dev @stryker-mutator/core @stryker-mutator/jest-runner # Initialize npx stryker init
**Configuration:**
{
"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:**
npx stryker run
**Output:**
Mutation Score: 87.3% Killed: 124 Survived: 18 No Coverage: 3 Timeout: 1
---
Fixing Surviving Mutants
// 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
// 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
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.
Run History
After each mutation test run, append results to `run-history.json` in this skill directory:
node -e "
const fs = require('fs');
const h = JSON.parse(fs.readFileSync('.claude/skills/mutationAI-powered quality engineering agents that generate tests, find coverage gaps, detect flaky tests, and learn your codebase patterns — across 11 coding agent platforms.
Repo: proffesor-for-testing/agentic-qe
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