Design and validity review for studies that benchmark one or more AI systems against a human-expert panel as the reference.
Generate multiple radically different interface designs for a module using parallel sub-agents.
Design and build database schema — tables, columns, types, indexes, constraints, relationships.
Premium UI/UX design audit and refinement skill.
Write a project brief — problem space, constraints, audience, and success criteria.
State and honour what a boundary promises — preconditions as the caller's obligation, postconditions as the supplier's guarantee, class…
Facilitate a structured team critique — framing, feedback rules, and actionable outcomes.
Inventory and prioritise accumulated design inconsistencies across a product.
Gathers essential design requirements, audience details, and project constraints before high-fidelity visual or prototype work begins.
Persist design documents with branch tracking, revision chains, and cross-session discovery
Extract design tokens (color / typography / spacing) from imported source code, screenshots, or Figma exports into the canonical token bag…
Transform feature briefs into structured design briefs that give designers the context they need before opening Figma.
Communicate design's contribution to business and user outcomes in stakeholder language.
Design a Zoom MCP workflow for Claude. Use when deciding whether Zoom MCP fits a task, when planning tool-based AI workflows, or when…
Apple LeanUX++ design workflow, journey schema, emotional arc patterns, and CLI UX patterns.
Advocate for design quality, scope, and timeline with partners and leadership using evidence and shared goals.
Captures an established problem and chosen approach as one durable Design Note after a conversation or investigation has settled what…
Define actionable principles that resolve trade-offs when the team disagrees.
Build a QA checklist for verifying that a build matches the design.
Write rationale connecting decisions to user needs, business goals, and principles.
Predefined design system references for UI reviews.