Agent skill

gstack iOS Design Review Skill: Audit an iPhone App

The ios-design-review skill from gstack connects to a real iPhone, screenshots every screen, and scores ten design dimensions from 0 to 10 against Apple HIG and your own DESIGN.md.

Install
git clone --single-branch --depth 1 https://github.com/garrytan/gstack.git ~/.claude/skills/gstack && cd ~/.claude/skills/gstack && ./setup
View on GitHub

Stars, license and last push from GitHub. Install count as reported by the open skills directory.

What is the ios-design-review skill?

The gstack ios-design-review skill is a visual design audit for iOS apps on real hardware. It connects to an iPhone through the same StateServer as ios-qa, screenshots every screen, evaluates against Apple HIG, DESIGN.md and best practices, and scores each dimension from 0 to 10.

ios-design-review is a designer's-eye QA pass on a real iOS device. It finds visual inconsistency, spacing issues, hierarchy problems, AI-slop patterns and accessibility gaps, then rates each dimension from 0 to 10.

Its rubric is the one from /plan-design-review ported to iOS idioms. For every screen it also explains what would push the score to 10, and it runs read-only with no mutating calls.

The ten dimensions it scores

  • Typography hierarchy, with SF Pro at the correct dynamic-type scale.
  • Spacing rhythm on a 4pt or 8pt grid, with safe-area insets respected.
  • Color hierarchy and contrast, including dark mode.
  • Touch targets of at least 44x44pt.
  • Loading, empty and error states.
  • Accessibility: VoiceOver labels, Dynamic Type, Reduce Motion.
  • Animation discipline, iOS idiom alignment, information density and an AI-slop check.

How the review runs

  1. It uses the running gstack-ios-qa-daemon, or starts one the same way /ios-qa does.
  2. It acquires a read-only observe session, so no mutating calls are made.
  3. For each major screen it fetches a screenshot and the element list, applies the rubric and records findings.
  4. It writes a markdown report with screenshots, per-screen scores and a top fix suggestion per dimension.
  5. It asks you about any score below 7, with a recommended fix and the tradeoff.

Where it fits among review skills

  • Plan-stage design review, before implementation, belongs to plan design review.
  • Live web visual audits belong to /design-review, covered by the design review skill.
  • The report can be referenced by the CEO and engineering review skills when planning UI changes.

Who the ios-design-review skill is for

Best for

  • iOS developers with a working build on a connected iPhone who want a design critique.
  • Teams holding a DESIGN.md, which gstack design consultation creates, who want each screen checked against it.
  • Requests like review the iOS design, audit the iPhone app's visuals or design QA the iOS app.

Not for

  • Websites, which belong to the design-review skill.
  • Screens that are not built yet, which suit plan-design-review.