ai-test-generation - Generate traceable tests from project requirements
Generates grounded test scenarios, oracles, 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 to 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
- Project QA context
- Test framework choice
- Review workflow
- Domain knowledge
Outputs
- Requirements extraction
- Risk analysis
- Coverage matrix
- Candidate scenarios
- Oracle definitions
- Test code
- Human review traceability
Requirements
- AI-capable language model
- Human review before shipping tests