AI Capability Explorer

AI capability explorer is an AI UX pattern that offers a searchable catalog of all AI features with descriptions, examples, and try buttons. It is the map for products with broad AI surface area, and stays tied to feature flags so unavailable tools do not appear.

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Overview

The design problem

How might we design ai capability explorer so people can trust and act on AI output?

Use this pattern

When this pattern fits

  • Perfect for AI-powered platforms, enterprise tools, and applications with extensive AI functionality where users need comprehensive feature discovery.

Avoid this pattern

When to skip or lighten it

  • Products with only one AI feature.
  • Catalogs that rot because nobody owns updates.
  • Explorer with no deep link into the actual feature.

States

State model coming soon

Key UX elements

Key UX elements coming soon

Anti-patterns to avoid

  • Static marketing list with broken try links.

  • No search or filter by task type.

  • Features listed that are beta without label.

  • Explorer only on marketing site, not in app.

How products use it

ProductImplementation
ChatGPTGPTs and tools directory with launch actions.
ClaudeFeature and connector discovery in product help.
GitHub CopilotCopilot feature hub in IDE and docs.
Adobe FireflyModule browser for generative tasks.

Implementation

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Pattern Definition:

Frequently asked questions

What each entry needs?

Name, one-line outcome, example input, try button, and plan or permission badge.

Explorer vs feature discovery feed?

Explorer is browsable full catalog. Feed is personalized recommendations subset.

Keep fresh how?

Tie entries to feature flags and changelog; auto-hide unavailable items.

Search?

Natural language search across tasks, not only feature names.

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