Design

Automating design iteration workflows

Custom AI skills are used to run repeatable design workflows like exploring a ticket, brainstorming directions, synthesizing new findings, and pressure-testing solutions against project goals.

Why the human is still essential here

The designer frames the problem, chooses which directions are worth pursuing, and reshapes or rejects AI suggestions rather than outsourcing judgment.

How people use this

Ticket-to-ideas kickoff

AI turns a product or bug ticket into assumptions, open questions, constraints, and first-pass UX directions for the designer to react to.

Claude / ChatGPT

Alternative flow generation

AI produces multiple user-flow or screen-structure variants from the same brief so the team can compare approaches faster.

Figma AI / ChatGPT

Constraint-based design critique

AI reviews a proposed concept against accessibility needs, edge cases, success metrics, and stated project goals before team feedback.

Claude

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How I use AI to partner on design problems

A design workflow where AI holds the context, I do the thinking: from brainstorm to prototype

SS
Suleiman ShakirDesigner, developer & artist | Design Systems @Amazon
May 11, 2026