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Search: AI Skill for UX Design

Search is an AI skill that designs the whole search journey: input, suggestions, results, and refinement. It never leaves users on a dead-end no-results page.

npx skills add Uxcel-Lab/product-skills --skill ux-search

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What this skill does

Helps an AI assistant design the full search journey: formulate, suggest, results, and refine, with no dead ends.

  • Establishes how users seek, known-item or exploratory, and how central search is.
  • Places a visible search field where users look for it, on every page.
  • Adds auto-suggest capped at ten entries, plus recent searches for re-finding.
  • Keeps the query visible and editable on the results page, with a match count.
  • Blocks dead ends: every no-results page offers a way forward.
  • Sets up filters, sorting, and chips that match the content.
  • Uses skeleton screens so loading feels like progress.

When to use it

Use it when you need an AI assistant to:

  • design search for a product or site;
  • add auto-suggest to a search bar;
  • fix a results page users abandon;
  • design a no-results page;
  • lay out filters and sorting;
  • choose list or grid views for results;
  • adapt search for mobile.

Decisions this skill helps you make

DecisionOptions
Rich auto-suggestThumbnails and previews for visual goods; plain query suggestions elsewhere
Trending searchesDiscovery-driven products only; noise in task tools
Mobile searchPersistent bar in search-first apps; expandable icon elsewhere
Filters5 to 7 visible, most-used first, the rest behind "More filters"
Filter layoutVertical sidebar for many groups on desktop; a Filter button on mobile
Auto-update vs. ApplyAuto-update when results load fast; Apply with a match count when they don't
SortingA separate, visible control; never merged into the filter panel
List vs. gridList for spec comparison; grid for visual goods; toggle for mixed content

How the skill works

1

Establish seeking mode

The skill identifies whether users know what they want or explore, and how central search is.

2

Apply the core

It places the input, adds suggestions, keeps queries editable, and blocks dead-end results pages.

3

Surface refinement choices

It weighs rich suggestions, filter layout, chips, sorting, and view options against your content.

Try it with

Design the search experience for an e-commerce store.

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Review our search results page and fix the dead ends.

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Should filters go in a sidebar or a horizontal panel here?

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Design a no-results page that gives users a way forward.

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Related skills

1.0.0

MIT

UX Design

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