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plan-design-review

nexu-io/open-design

Senior designer review: rates design dimensions 0-10, explains excellence, flags AI Slop signals.

What is plan-design-review?

A design quality gate that evaluates UI work across multiple dimensions on a 0-10 scale. Use before merging to catch mediocre or AI-generated design patterns and ensure work meets senior design standards.

  • Rates each design dimension on a 0-10 scale with detailed scoring
  • Explains what a 10 looks like for each dimension
  • Flags AI Slop signals and generic design patterns
  • Provides actionable feedback for design improvements
  • Acts as a merge gate for UI work quality control

How to install plan-design-review

npx skills add https://github.com/nexu-io/open-design --skill plan-design-review
Prerequisites
  • Access to the upstream gstack repository for full workflow assets
Claude Code
Cursor
Windsurf
Cline

How to use plan-design-review

  1. 1.Invoke the skill by name 'plan-design-review' or use trigger phrases like 'senior designer review', 'design rating', or 'ai slop check'
  2. 2.Provide the design work or UI components you want reviewed
  3. 3.Review the 0-10 ratings for each design dimension
  4. 4.Read the explanations of what excellence looks like for each dimension
  5. 5.Address flagged AI Slop signals and generic patterns before merging

Use cases

Good for
  • Review UI components before merging to main branch
  • Evaluate design system consistency across new features
  • Assess whether designs meet senior-level quality standards
  • Detect and flag AI-generated or template-based design work
  • Gate design reviews in CI/CD workflows
Who it's for
  • Design leads and senior designers
  • Product teams with design quality standards
  • Engineering teams managing design review processes
  • Design system maintainers

plan-design-review FAQ

What design dimensions does this skill evaluate?

The skill rates multiple design dimensions on a 0-10 scale, though specific dimensions are determined by the upstream gstack workflow. Refer to the gstack repository for the complete dimension list.

What are AI Slop signals?

AI Slop signals are indicators of generic, template-based, or AI-generated design patterns that lack originality or thoughtful customization.

Can this be used in automated workflows?

Yes, it's designed as a gate before merging UI work, making it suitable for integration into design review processes and CI/CD pipelines.

Where is the full workflow documentation?

The upstream bundle and complete assets are in the gstack repository at https://github.com/garrytan/gstack. Inspect the README there for exact paths and implementation details.

Full instructions (SKILL.md)

Source of truth, from nexu-io/open-design.


name: plan-design-review description: | Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, and flags AI Slop signals. Useful as a gate before merging UI work. triggers:

  • "plan design review"
  • "senior designer review"
  • "design rating"
  • "ai slop check" od: mode: design-system category: creative-direction upstream: "https://github.com/garrytan/gstack"

plan-design-review

Curated from Garry Tan (gstack).

What it does

Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, and flags AI Slop signals. Useful as a gate before merging UI work.

Source

How to use

This catalogue entry advertises the skill in Open Design so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundle into your active agent's skills directory:

# Inspect the upstream README for exact paths
open https://github.com/garrytan/gstack

Then ask the agent to invoke this skill by name (plan-design-review) or with one of the trigger phrases listed in this skill's frontmatter.