home / skills / proffesor-for-testing / agentic-qe / qe-test-generation
This skill automates AI-powered test generation from code analysis and patterns to improve coverage across frameworks.
npx playbooks add skill proffesor-for-testing/agentic-qe --skill qe-test-generationReview the files below or copy the command above to add this skill to your agents.
---
name: "QE Test Generation"
description: "AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive test coverage."
---
# QE Test Generation
## Purpose
Guide the use of v3's AI-powered test generation capabilities including pattern-based test synthesis, multi-framework support, and intelligent test case derivation from code analysis.
## Activation
- When generating tests for new code
- When improving test coverage
- When migrating tests between frameworks
- When applying TDD patterns
- When generating edge case tests
## Quick Start
```bash
# Generate unit tests for a file
aqe test generate --file src/services/UserService.ts --framework jest
# Generate tests with coverage target
aqe test generate --scope src/api/ --coverage 90 --type unit
# Generate integration tests
aqe test generate --file src/controllers/AuthController.ts --type integration
# Generate from patterns
aqe test generate --pattern repository --target src/repositories/
```
## Agent Workflow
```typescript
// Spawn test generation agents
Task("Generate unit tests", `
Analyze src/services/PaymentService.ts and generate comprehensive Jest tests.
Include:
- Happy path tests for all public methods
- Edge cases and boundary conditions
- Error handling scenarios
- Mock external dependencies
Output to tests/unit/services/PaymentService.test.ts
`, "qe-test-generator")
// Pattern-based generation
Task("Apply test patterns", `
Scan src/repositories/ and apply repository test pattern:
- CRUD operation tests
- Query builder tests
- Transaction tests
- Connection error handling
`, "qe-pattern-matcher")
```
## Test Generation Strategies
### 1. Code Analysis Based
```typescript
await testGenerator.analyzeAndGenerate({
source: 'src/services/OrderService.ts',
analysis: {
methods: true,
branches: true,
dependencies: true,
errorPaths: true
},
output: {
framework: 'jest',
style: 'describe-it',
assertions: 'expect'
}
});
```
### 2. Pattern-Based Generation
```typescript
await testGenerator.applyPattern({
pattern: 'service-layer',
targets: ['src/services/*.ts'],
customizations: {
mockStrategy: 'jest.mock',
asyncHandling: 'async-await',
errorAssertion: 'toThrow'
}
});
```
### 3. Coverage-Driven Generation
```typescript
await testGenerator.fillCoverageGaps({
coverageReport: 'coverage/lcov.info',
targetCoverage: 90,
prioritize: ['uncovered-branches', 'error-paths'],
maxTests: 50
});
```
## Framework Support
| Framework | Unit | Integration | E2E | Mocking |
|-----------|------|-------------|-----|---------|
| Jest | ✅ | ✅ | ⚠️ | jest.mock |
| Vitest | ✅ | ✅ | ⚠️ | vi.mock |
| Mocha | ✅ | ✅ | ❌ | sinon |
| Pytest | ✅ | ✅ | ❌ | pytest-mock |
| JUnit | ✅ | ✅ | ❌ | Mockito |
## Test Quality Checks
```yaml
quality_checks:
assertions:
minimum_per_test: 1
meaningful: true
isolation:
no_shared_state: true
proper_setup_teardown: true
naming:
descriptive: true
follows_convention: true
coverage:
branches: 80
statements: 85
```
## Coordination
**Primary Agents**: qe-test-generator, qe-pattern-matcher, qe-test-architect
**Coordinator**: qe-test-generation-coordinator
**Related Skills**: qe-coverage-analysis, qe-test-execution
This skill provides AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis to produce comprehensive test suites across multiple frameworks. It automates unit, integration, and targeted edge-case tests while supporting coverage-driven and pattern-based strategies. The goal is faster, higher-quality test creation with configurable output and framework compatibility.
The system analyzes source code to detect methods, branches, dependencies, and error paths, then synthesizes tests that cover happy paths, edge cases, and failure scenarios. It applies reusable test patterns (service, repository, controller) and can prioritize uncovered branches from coverage reports to automatically fill gaps. Outputs are generated in the chosen framework style (Jest, Vitest, Mocha, Pytest, JUnit) with mocking strategies and configurable assertions.
Which frameworks are supported?
Supports Jest, Vitest, Mocha, Pytest, and JUnit with framework-specific mocking strategies.
Can it prioritize coverage targets?
Yes—provide a coverage report and target percentage; the generator will prioritize uncovered branches and error paths.