ai-test-generation - Generate traceable tests from requirements
Generates test scenarios, assertions, and test code from specifications, user stories, code diffs, bug reports, or API schemas through a staged pipeline.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Extract requirements and entities
- Analyze risks and invariants
- Map coverage scenarios
- Generate candidate test scenarios
- Design assertions and oracles
- Generate test code
- Support human review
Inputs
- PRD or feature specification
- User story and acceptance criteria
- Git code diff
- Bug report
- OpenAPI or GraphQL schema
- QA project context
- Target test framework
- Project test patterns
- Review workflow
- Domain knowledge
Outputs
- Assumptions document
- Risk analysis
- Coverage matrix
- Candidate test scenarios
- Oracle definitions
- Test code
- Traceability to source requirements
Requirements
- AI-capable language model
- Access to the project codebase
- Configured target test framework
- Human review before shipping