PluginBench
Skill
Review
Audit score 70

plan-design-review

nexu-io/open-design

Senior designer review: rates design dimensions 0-10 and flags AI Slop signals.

What is plan-design-review?

Provides structured design critique by rating each design dimension on a 0-10 scale, explaining what excellence looks like, and identifying AI-generated or low-quality design patterns. Use this as a quality gate before merging UI work.

  • Rates each design dimension on a 0-10 scale with detailed justification
  • Explains what a 10 rating looks like for each dimension
  • Flags AI Slop signals and low-quality design patterns
  • Provides structured feedback suitable for design review workflows
  • Acts as a quality gate before UI work is merged

How to install plan-design-review

npx skills add https://github.com/nexu-io/open-design --skill plan-design-review
Prerequisites
  • Access to design files or mockups to review
  • Familiarity with design dimensions and quality standards
Claude Code
Cursor
Windsurf
Cline

How to use plan-design-review

  1. 1.Install the skill using the provided npm command
  2. 2.Ask the agent to invoke the skill by name or use trigger phrases like 'plan design review', 'senior designer review', 'design rating', or 'ai slop check'
  3. 3.Provide the design work or mockup to be reviewed
  4. 4.Review the ratings, explanations of excellence, and AI Slop flags in the output

Use cases

Good for
  • Review UI designs before merging to main branch
  • Evaluate design quality across multiple dimensions systematically
  • Identify AI-generated or derivative design patterns in mockups
  • Provide consistent design feedback using a standardized rubric
  • Gate design work in CI/CD pipelines
Who it's for
  • Design leads and senior designers
  • Product managers reviewing design work
  • Development teams implementing UI changes
  • Design systems maintainers
  • Teams using AI-assisted design tools

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 implementation. Refer to the upstream repository for the complete list.

What are AI Slop signals?

AI Slop signals are indicators of low-quality, derivative, or AI-generated design patterns that lack originality or craftsmanship.

Can this be used in automated workflows?

Yes, this skill is designed to act as a quality gate before merging UI work, making it suitable for integration into design review processes and CI/CD pipelines.

Where is the full implementation?

The upstream implementation is at https://github.com/garrytan/gstack. Install that bundle for the complete workflow with original assets and scripts.

What trigger phrases invoke this skill?

Use 'plan design review', 'senior designer review', 'design rating', or 'ai slop check' to trigger the skill.

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 OpenDesign 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.