polish-pass

Orchestrates four parallel design review agents and aggregates findings into a prioritized pre-delivery quality gate.

Updated Aug 13, 2026
One-click install
npx skills add https://github.com/Mjlike123/ui-prototype-workbench --skill polish-pass-mjlike123
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: polish-pass
Source: https://github.com/Mjlike123/ui-prototype-workbench/tree/main/.agents/skills/monkren-design/skills/04-review/polish-pass
Command: npx skills add https://github.com/Mjlike123/ui-prototype-workbench --skill polish-pass-mjlike123

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Before a design is shown to stakeholders or delivered, subtle issues in accessibility, visual hierarchy, interaction states, and generic AI-generated styling often slip through. This Skill runs a final quality gate that catches these problems systematically instead of relying on a single ad-hoc review pass. ## Core Features & Use Cases - Parallel Multi-Agent Review: Launches four focused reviewers covering accessibility (WCAG contrast, semantics, keyboard navigation), AI slop detection (clichéd gradients, default fonts, decorative emoji), hierarchy and rhythm (spacing scales, 5-second test), and interaction states (hover, focus, disabled, loading, reduced motion). - Deduplicated Prioritization: Merges overlapping findings and sorts them into blocker, quality, and polish tiers so teams fix what matters first. - Report-First, Fix-on-Request: Outputs a quality gate report by default and only modifies files when the user explicitly asks for fixes, then re-verifies high-risk areas like contrast changes and focus rings. - Use Case: After finishing an HTML landing page, run a final check before stakeholder review to catch a missing focus ring, low-contrast secondary text, and an overused default font in one pass. ## Quick Start Ask the agent to run a polish pass on the HTML page you just finished before delivering it.

Frequently Asked Questions about polish-pass

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a final design quality check before delivery?

Run a polish pass on the finished HTML file. It launches four review agents covering accessibility, AI slop, hierarchy, and interaction states, then returns a deduplicated report prioritized into blocker, quality, and polish tiers.

What accessibility issues does a design review check for?

The accessibility audit checks WCAG AA contrast, color-only state communication, semantic HTML structure, keyboard navigation and tab order, visible focus indicators, motion preferences, form labels, and touch target sizes.

Does the polish pass modify my files automatically?

No. By default it only outputs a quality gate report without changing files. It fixes confirmed blockers and quality issues only when you explicitly ask it to polish and fix, then re-checks high-risk areas afterward.

What is AI slop detection in design review?

AI slop detection flags generic AI-generated styling patterns such as aggressive gradients, decorative emoji, default left-border cards, hand-drawn SVGs, overused default fonts like Inter or Roboto, and unjustified editorial-warm color schemes.

When should I not run a polish pass on a design?

Skip it when the design is still clearly in progress, such as broken layouts, missing sections, or placeholder content under iteration. The skill will flag this situation and ask whether to proceed or wait until the structure stabilizes.