Feature
Every critique comment is anchored to a named law, heuristic, or guideline so feedback becomes reviewable rather than personal.
Small, continuous contact with users replaces the big-bang research project that lands after the decisions are already made.
Primitive, semantic, and component token layers are defined first, so theming, dark mode, and rebrands never require component surgery.
For any model-backed feature, the correction, dismissal, and override flows are specified as first-class requirements rather than edge cases.
The end-to-end journey across web, mobile, email, support, and physical touchpoints is mapped first, so channel handoffs are designed rather than discovered.
Contrast, focus order, target size, and keyboard paths are decided during design, so remediation after handoff becomes unnecessary.
Workshops are structured with silent generation, structured voting, and a named decider, so alignment is produced instead of merely attempted.
Inspiration sources and pattern sources are kept in separate buckets, so aesthetic trends never get adopted as usability decisions.
An agent reads your current flow through Figma MCP, pulls comparable shipped flows through Mobbin MCP, scores the flow against named heuristics with linked evidence, and only then proposes variations that explain what they adopt, adapt, or reject.
