Triage incoming requirements against existing specs, then create or update layered SDD artifacts (_policies + spec-*) in one workflow.
Implement automated acceptance tests (E2E/API/Integration) aligned with US/TC/CON-API obligations from specs and contracts.
Analyze the repository and tune qfai.config.yaml (testFileGlobs, exclude globs, optional specSections).
Run structured discussion that defines exploration conditions, evaluation rubric, and anti-goals for downstream prototyping.
Unified implementation skill that orchestrates the full TDD micro-cycle (Red/Green/Refactor) one test at a time using test-list.md as the execution ledger.
Iterate one prototype through up to 10 cycles of generate-capture-review against a frozen DESIGN.md, focusing on information architecture, navigation flow, usability, and functionality.
Run and document quality gates (repo + qfai validate/report), fix until PASS.
8-stage web research pipeline with MCP integration, caching, and citation generation.