mutation-testing
Validate test effectiveness with mutation testing using Stryker (TypeScript/JavaScript with Vitest or bun test via @hughescr/stryker-bun-runner) and mutmut (Python). Find weak tests that pass despite code mutations. Use to improve test quality.
Works with
---
name: mutation-testing
description: Validate test effectiveness with mutation testing using Stryker (TypeScript/JavaScript with Vitest or bun test via @hughescr/stryker-bun-runner) and mutmut (Python). Find weak tests that pass despite code mutations. Use to improve test quality.
license: MIT
---
# Mutation Testing
Expert knowledge for mutation testing - validating that your tests actually catch bugs by introducing deliberate code mutations.
## Core Concept
- **Mutants**: Small code changes introduced automatically
- **Killed**: Test fails with mutation (good - test caught the bug)
- **Survived**: Test passes with mutation (bad - weak test)
- **Score**: Percentage of mutants killed (aim for 80%+)
## TypeScript/JavaScript (Stryker)
### Vitest Runner
#### Installation
```bash
# Using Bun
bun add -d @stryker-mutator/core @stryker-mutator/vitest-runner
# Using npm
npm install -D @stryker-mutator/core @stryker-mutator/vitest-runner
```
#### Configuration
```typescript
// stryker.config.mjs
export default {
packageManager: 'bun',
reporters: ['html', 'clear-text', 'progress'],
testRunner: 'vitest',
coverageAnalysis: 'perTest',
mutate: ['src/**/*.ts', '!src/**/*.test.ts'],
thresholds: { high: 80, low: 60, break: 60 },
incremental: true,
}
```
### Bun Native Runner (`bun test`)
Use when projects use `bun test` directly (not Vitest).
#### Requirements
- Bun **>= 1.3.7** (needs TestReporter WebSocket events from Bun PR #25986)
- `@stryker-mutator/core ^9.6.1`
#### Installation
```bash
bun add -D @hughescr/stryker-bun-runner @stryker-mutator/core
```
#### Configuration
```javascript
// stryker.conf.mjs
export default {
testRunner: 'bun',
coverageAnalysis: 'perTest',
mutate: ['src/**/*.ts', '!src/**/*.test.ts'],
thresholds: { high: 80, low: 60, break: 60 },
incremental: true,
bun: {
inspectorTimeout: 5000, // WebSocket Inspector connection timeout (ms)
// bunPath: '/path/to/bun', // only if custom Bun install
// timeout: 30000, // test timeout (ms)
// env: { DEBUG: 'true' },
// bunArgs: ['--bail'],
},
}
```
#### Key Behaviors
- **Sequential execution**: Runs tests with `--concurrency=1` for accurate per-test coverage. Slower than parallel but required for correct test-to-mutant correlation.
- **Concurrent test patching**: Automatically patches `describe.concurrent()`, `test.concurrent()`, `it.concurrent()` to run sequentially during mutation testing — no code changes needed.
- **Inspector Protocol**: Uses Bun's WebSocket Inspector API to discover tests and correlate coverage.
### Running Stryker
```bash
# Run mutation testing
bunx stryker run
# Incremental mode (only changed files)
bunx stryker run --incremental
# Specific files
bunx stryker run --mutate "src/utils/**/*.ts"
# Open HTML report
open reports/mutation/html/index.html
```
### Example: Weak Test
```typescript
// Source code
function calculateDiscount(price: number, percentage: number): number {
return price - (price * percentage / 100)
}
// ❌ WEAK: Test passes even if we mutate calculation
test('applies discount', () => {
expect(calculateDiscount(100, 10)).toBeDefined() // Too weak!
})
// ✅ STRONG: Test catches mutation
test('applies discount correctly', () => {
expect(calculateDiscount(100, 10)).toBe(90)
expect(calculateDiscount(100, 20)).toBe(80)
expect(calculateDiscount(50, 10)).toBe(45)
})
```
## Python (mutmut)
### Installation
```bash
uv add --dev mutmut
```
### Running mutmut
```bash
# Run mutation testing
uv run mutmut run
# Show results
uv run mutmut results
# Show specific mutant
uv run mutmut show 1
# Generate HTML report
uv run mutmut html
open html/index.html
```
## Common Mutation Types
```typescript
// Arithmetic Operator
// Original: a + b → a - b, a * b, a / b
// Relational Operator
// Original: a > b → a >= b, a < b, a <= b
// Logical Operator
// Original: a && b → a || b
// Boolean Literal
// Original: true → false
```
## Mutation Score Targets
| Score | Quality | Action |
|-------|---------|--------|
| 90%+ | Excellent | Maintain quality |
| 80-89% | Good | Small improvements |
| 70-79% | Acceptable | Focus on weak areas |
| < 60% | Poor | Major improvements needed |
## Improving Weak Tests
### Pattern: Insufficient Assertions
```typescript
// Before: Mutation survives
test('calculates sum', () => {
expect(sum([1, 2, 3])).toBeGreaterThan(0) // Weak!
})
// After: Mutation killed
test('calculates sum correctly', () => {
expect(sum([1, 2, 3])).toBe(6)
expect(sum([0, 0, 0])).toBe(0)
expect(sum([])).toBe(0)
})
```
### Pattern: Boundary Conditions
```typescript
// After: Tests boundaries
test('validates age boundaries', () => {
expect(isValidAge(18)).toBe(true) // Min valid
expect(isValidAge(17)).toBe(false) // Just below
expect(isValidAge(100)).toBe(true) // Max valid
expect(isValidAge(101)).toBe(false) // Just above
})
```
## Best Practices
- Start with core business logic modules
- Ensure 80%+ coverage before mutation testing
- Run incrementally (only changed files)
- Focus on important files first
- Don't expect 100% mutation score (equivalent mutants exist)
## Workflow
```bash
# 1. Ensure good coverage first
bun test --coverage
# Target: 80%+ coverage
# 2. Run mutation testing
bunx stryker run
# 3. Check report
open reports/mutation/html/index.html
# 4. Fix survived mutants
# 5. Re-run incrementally
bunx stryker run --incremental
# or: npx stryker run --incremental
```
## See Also
- `vitest-testing` - Unit testing framework
- `test-quality-analysis` - Detecting test smellsMore Testing skills
tdd
mattpocock/skills
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Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
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