Do not use when
- The request is unrelated to this domain or requires a different specialized skill.
- The user asks only for high-level discussion without applying this workflow.
- Another skill has a tighter, more specific trigger for the same request.
Example user requests
- "Apply signature patterns lab to improve this feature."
- "Use signature patterns lab and give me the concrete deliverables."
- "Can you run a full signature patterns lab pass on this repo?"
- "I need step-by-step execution using signature patterns lab."
Goal
Implement repeatable signature patterns (navigation/surface/data) that create a unique identity without harming usability/perf.
When to use
- UI feels generic.
- Before scaling screens.