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parhambparhamb/design-skills/ux-search/SKILL.md

ux-search

Skill21 starsChanged 5 months agoMITView on GitHub

In-app search UX: discoverability, autocomplete, recent searches, filters, sort, no-results states, voice search, and typo tolerance. Use when designing or reviewing a search feature, results page, or any content discovery flow.

The file

We split this skill into the rules it gives an agent

5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈5

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Search is often the fastest path to content.

    line 11
  2. Distinctive:

    Federated search: When the app has multiple content types, group results by type (People, Products, Documents) with clear section headers.

    line 36
  3. Distinctive:

    Blank state suggestions: When the search bar is empty, show trending or personalized suggestions rather than a blank box.

    line 40
  4. Distinctive:

    Search scope clarity: If the search applies to a subset of content, say so upfront.

    line 47
  5. Distinctive:

    When applying this checklist to a screen, flow, or codebase:

    line 55

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Search UX

Search is often the fastest path to content. A poor search experience is one of the most common reasons users churn from content-heavy apps.


Checklist

ItemGuidance
Search discoverabilitySearch bar is visible on the home screen or one tap away. Never buried in a menu.
Recent searchesLast 5 to 10 queries are saved. User can delete individual entries.
Search suggestionsAutocomplete appears after 1 to 2 keystrokes. Debounced at ~300ms.
Filter and sortFilter chips appear above results. Active filter count shown in a badge.
Empty state message"No results for X" is paired with a spelling suggestion and related categories. General empty-state standards live in ux-error-handling.
Search scope indicatorUI makes it clear what is being searched ("Searching in Orders").
Voice searchMicrophone icon in the search bar. Uses platform speech recognition APIs.
Typo toleranceFuzzy matching handles common spelling mistakes gracefully.

Patterns

Progressive disclosure: Show the top 3 results inline with a "See all" link rather than sending users to a full results page for every query.

Federated search: When the app has multiple content types, group results by type (People, Products, Documents) with clear section headers. Let users filter to a specific type if needed.

Blank state suggestions: When the search bar is empty, show trending or personalized suggestions rather than a blank box. This reduces the cognitive load of starting a search from scratch.

Zero-result analytics: Track every search that returns no results. These queries are a direct signal of content gaps or labeling mismatches.

Search scope clarity: If the search applies to a subset of content, say so upfront. Users who search in a filtered context and get no results often blame the app, not the active filter.


How to Review

When applying this checklist to a screen, flow, or codebase:

  1. Go through every checklist item and mark it Pass, Fail, or N/A — never skip items silently.
  2. Cite specific evidence for each finding: the screen, component, file, or line it applies to.
  3. Tag each failure with a severity: Blocker (breaks the experience), Major (hurts usability), or Minor (polish).
  4. End the review with the top 3 recommended fixes, ranked by user impact.

Related Skills

  • ux-information-architecture — labeling and categorization that make search findable
  • ux-error-handling — canonical empty-state standards
  • ux-ai-automation — AI-powered and natural language search

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