software-vv-test-generator

Included with Lifetime

$97 forever

Medical device software verification and validation test case generation skill

Code Review

What this skill does


# Software V&V Test Generator Skill

## Purpose

The Software V&V Test Generator Skill creates comprehensive verification and validation test cases for medical device software, ensuring requirements coverage and regulatory compliance.

## Capabilities

- Requirements-based test case derivation
- Unit test framework setup (embedded and application)
- Integration test planning
- System test protocol generation
- Test coverage analysis (statement, branch, MC/DC)
- Traceability matrix generation
- Test report templates
- Boundary value analysis
- Equivalence partitioning
- Negative testing scenarios
- Regression test suite management

## Usage Guidelines

### When to Use
- Developing software test strategies
- Creating test cases from requirements
- Analyzing test coverage
- Preparing V&V documentation

### Prerequisites
- Software requirements documented
- Safety classification determined
- Test environment defined
- Acceptance criteria established

### Best Practices
- Achieve coverage appropriate for safety class
- Test both normal and abnormal conditions
- Maintain traceability to requirements
- Automate regression testing

## Process Integration

This skill integrates with the following processes:
- Software Verification and Validation
- Software Development Lifecycle (IEC 62304)
- AI/ML Medical Device Development
- Design Control Process Implementation

## Dependencies

- pytest, GoogleTest frameworks
- LDRA, VectorCAST tools
- Test management systems
- Coverage analysis tools
- CI/CD pipelines

## Configuration

```yaml
software-vv-test-generator:
  test-levels:
    - unit
    - integration
    - system
    - acceptance
  coverage-metrics:
    - statement
    - branch
    - MC-DC
    - condition
  test-types:
    - functional
    - boundary
    - negative
    - stress
    - performance
```

## Output Artifacts

- Test case specifications
- Test procedures
- Test scripts/automation
- Coverage reports
- Traceability matrices
- Test summary reports
- Defect reports
- Regression test suites

## Quality Criteria

- Test cases traceable to requirements
- Coverage meets safety class requirements
- Boundary conditions tested
- Negative scenarios included
- Automation maximized
- Reports support regulatory submission

Files: 1

Size: 2.5 KB

Complexity: 10/100

Category: Code Review

Source: https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/science/biomedical-engineering/skills/software-vv-test-generator

Related in Code Review

gstack

Included

Fast headless browser for QA testing and site dogfooding. Navigate pages, interact with elements, verify state, diff before/after, take annotated screenshots, test responsive layouts, forms, uploads, dialogs, and capture bug evidence. Use when asked to open or test a site, verify a deployment, dogfood a user flow, or file a bug with screenshots. (gstack)

Code Reviewscriptsfeatured

startup-due-diligence

Included

Legal due diligence review for seed-stage and Series A startups (US, Delaware C-Corp focus). Supports both investor and founder perspectives. Capabilities include: (1) Interactive document review and issue spotting; (2) Document request list generation; (3) Cap table and SAFE/convertible note analysis; (4) Red flag identification with severity ratings; (5) Diligence report generation. TRIGGERS: due diligence, DD, startup investment, cap table review, Series A, seed round, investor diligence, legal review startup, SAFE analysis, convertible note, 409A, founder vesting.

Code Reviewscripts

interview-master

Included

This skill should be used when the user asks to "generate interview questions", "prepare for interview", "optimize resume", "conduct mock interview", "analyze git commits for resume", "generate resume from code", "review my resume", or mentions interview preparation, career assistance, or extracting project experience from git history. Provides comprehensive interview and career development guidance for both job seekers and interviewers.

Code Reviewscripts

fix-issue

Included

Fixes GitHub issues using parallel analysis agents for root cause investigation, code exploration, and regression detection. Reads issue context from gh CLI, searches codebase and memory for related patterns, generates a fix with tests, and links the resolution back to the issue via PR. Includes prevention analysis to avoid recurrence. Use when debugging errors, resolving regressions, fixing bugs, or triaging issues.

Code Reviewscripts

sf-apex

Included

Generates and reviews Salesforce Apex code with 150-point scoring. TRIGGER when: user writes, reviews, or fixes Apex classes, triggers, test classes, batch/queueable/schedulable jobs, or touches .cls/.trigger files. DO NOT TRIGGER when: LWC JavaScript (use sf-lwc), Flow XML (use sf-flow), SOQL-only queries (use sf-soql), or non-Salesforce code.

Code Reviewscripts

swift-development

Included

Comprehensive Swift development for building, testing, and deploying iOS/macOS applications. Use when Claude needs to: (1) Build Swift packages or Xcode projects from command line, (2) Run tests with XCTest or Swift Testing framework, (3) Manage iOS simulators with simctl, (4) Handle code signing, provisioning profiles, and app distribution, (5) Format or lint Swift code with SwiftFormat/SwiftLint, (6) Work with Swift Package Manager (SPM), (7) Implement Swift 6 concurrency patterns (async/await, actors, Sendable), (8) Create SwiftUI views with MVVM architecture, (9) Set up Core Data or SwiftData persistence, or any other Swift/iOS/macOS development tasks.

Code Reviewscripts