impeccable-design-polish
nexu-io/open-design
Post-generation design audit and polish for web artifacts—remove AI tells, tighten hierarchy, and harden UX.
What is impeccable-design-polish?
A follow-up skill for refining existing HTML/web designs after initial generation. Use it to audit visual hierarchy, critique generic patterns, polish spacing and typography, add restrained animation, and harden responsiveness and accessibility before sharing or going live.
- Audit visual hierarchy, spacing, color, type, interaction states, responsiveness, and accessibility
- Critique and identify generic, overdesigned, or inconsistent patterns
- Polish the artifact directly—edit top issues while preserving user intent
- Add restrained, purposeful motion that improves feedback or storytelling
- Harden mobile overflow, text clipping, contrast, missing states, and fragile layouts
- Remove common AI tells: glow gradients, generic card rows, oversized rounded corners, and decorative noise
How to install impeccable-design-polish
npx skills add https://github.com/nexu-io/open-design --skill impeccable-design-polish- An existing HTML artifact or web design to polish (does not start from scratch)
- Basic familiarity with HTML/CSS or willingness to review suggested edits
How to use impeccable-design-polish
- 1.Install the skill using the provided npm command
- 2.Trigger the skill with a prompt like 'use impeccable-design-polish on the current artifact'
- 3.Choose a follow-up mode: Audit (identify issues), Critique (explain problems), Polish (edit directly), Animate (add motion), Harden (fix fragility), or Live (prepare for sharing)
- 4.Review the skill's inspection of the current artifact before edits
- 5.Accept or refine the suggested changes; the skill preserves your content and intent
Use cases
- Refine a landing page or marketing site after initial generation to remove generic AI patterns
- Fix responsive and accessibility issues on a web artifact before sharing with stakeholders
- Add subtle animations and interaction polish to improve user feedback and usability
- Audit and tighten visual hierarchy and typography on an existing design
- Prepare a prototype for live presentation or public sharing with final QA
- Designers and developers polishing AI-generated web artifacts
- Product teams preparing prototypes for stakeholder review or launch
- Anyone wanting to remove generic AI design patterns and improve craft
- Teams building accessible, responsive web experiences
impeccable-design-polish FAQ
No. It works on an existing artifact and makes it sharper and more usable without restarting the project.
Common patterns like purple-blue glows, generic 3-card layouts, oversized rounded corners, and decorative effects that signal low-craft AI output. Removing them makes designs feel intentional and professional.
Yes. Pair it with design-taste-frontend, emilkowalski-motion, or GSAP skills for stronger redesign work or motion-specific polish.
Yes. It preserves and improves focus states, contrast, semantic controls, readable text, and reduced-motion fallbacks.
The skill prioritizes your intent and content. It makes decisive fixes to top issues rather than broad churn, so you control what stays.
Full instructions (SKILL.md)
Source of truth, from nexu-io/open-design.
name: impeccable-design-polish description: | Follow-up design polish skill inspired by Impeccable. Use after a web or HTML artifact exists to audit, critique, polish, animate, harden, and prepare the page for a live/share pass. triggers:
- "impeccable"
- "design polish"
- "polish page"
- "anti ai polish"
- "critique design"
- "animate page"
- "harden ui"
- "live review"
- "反 AI 味"
od:
mode: prototype
surface: web
platform: desktop
category: creative-direction
upstream: "https://github.com/pbakaus/impeccable"
preview:
type: html
design_system:
requires: true
craft:
requires:
- typography
- color
- anti-ai-slop
- animation-discipline
- accessibility-baseline example_prompt: | Use impeccable-design-polish on the current HTML artifact: audit visual hierarchy, remove AI tells, tighten copy, add restrained motion, and harden responsive/accessibility issues.
Impeccable Design Polish
Use this skill as the post-generation pass for an existing design. It should not restart the project from scratch; it should make the current artifact sharper, more usable, and closer to something a designer would ship.
Follow-Up Modes
- Audit: identify the highest-impact issues in hierarchy, spacing, color, type, interaction states, responsiveness, and accessibility.
- Critique: explain what feels generic, overdesigned, underdesigned, or inconsistent.
- Polish: directly edit the artifact to improve the top issues while preserving the user's intent.
- Animate: add restrained, useful motion only where it improves feedback or storytelling.
- Harden: repair mobile overflow, text clipping, contrast problems, missing states, broken links, and fragile layout assumptions.
- Live: prepare the artifact for presentation or sharing, including final visual QA and clear next actions.
Operating Rules
- Inspect the current HTML/page before editing. Do not guess from the prompt alone.
- Keep the existing content, brand, and scenario unless the user explicitly asks to change them.
- Prefer a few decisive fixes over broad cosmetic churn.
- Remove common AI tells:
- purple-blue glow gradients with no product reason
- generic 3-card feature rows
- oversized rounded cards everywhere
- empty marketing adjectives
- inconsistent spacing and type scale
- decorative effects that do not support comprehension
- Preserve accessibility: focus states, contrast, semantic controls, readable text, and reduced-motion fallbacks.
- Finish with the artifact in a better runnable state, not just a critique list.
Best Pairings
- Pair with
design-taste-frontendorgpt-tastefor stronger anti-slop redesign work. - Pair with
emilkowalski-motionor GSAP skills for motion-specific polish. - Pair with image/video skills when the artifact needs real visual assets rather than CSS-only decoration.
Related skills
More from nexu-io/open-design and the wider catalog.

industrial-brutalist-ui
Raw mechanical interfaces merging Swiss typography with military terminal aesthetics for data-heavy dashboards.

login-flow
Mobile-first login and authentication flow screens with phone, password, and SSO options.

marketing-psychology
Apply psychological principles and behavioral science to optimize copy, design, and pricing.

minimalist-ui
Clean editorial-style interfaces with warm monochrome palette, typographic contrast, and flat bento grids.

minimax-docx
Professional DOCX document creation and editing using OpenXML SDK.

minimax-pdf
Generate branded PDFs with token-based design system and 15 cover styles.