Generates **failing acceptance tests** before implementation (TDD red phase), plus an implementation checklist. Produces tests at appropriate levels (E2E/API/Component) with supporting fixtures and helpers.
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## WORKFLOW ARCHITECTURE
This workflow uses **step-file architecture**:
- **Micro-file Design**: Each step is self-contained
- **JIT Loading**: Only the current step file is in memory
- **Sequential Enforcement**: Execute steps in order without skipping