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Ai product design

Skill Dragoon0x/everything-design-taste/skills/ai-product-design

A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn generic AI output into work with genuine design quality. Anti-slop detection, typography craft, color systems, brand voice, product strategy, and 50+ specialized reviewers across UI, industry, platform, and content domains.

Install
npx -y skills add Dragoon0x/everything-design-taste --skill ai-product-design

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  • 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

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Designing AI-powered features, managing user expectations, and AI transparency.

SKILL.md

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AI Product Design

Core Principles

  1. Set expectations: Tell users what AI can and cannot do
  2. Show confidence: Indicate AI's certainty level when relevant
  3. Allow override: Users can always correct or override AI decisions
  4. Be transparent: Show how AI arrived at its output when possible
  5. Fail gracefully: AI mistakes should be easy to spot and fix

Patterns

PatternExample
SuggestionEmail autocomplete, search suggestions
ClassificationSpam detection, content categorization
GenerationText, image, code generation
PredictionEstimated delivery time, churn prediction
AutomationAuto-tagging, smart replies

AI Suggestion UX

  • Show suggestion inline or as a separate element
  • Accept: one tap/click or keyboard shortcut
  • Reject: easy dismiss, don't re-suggest the same thing
  • Edit: modify the suggestion before accepting
  • Feedback: way to indicate if suggestion was helpful

AI Transparency

  • 'AI-generated' label on AI content
  • Confidence scores when relevant (but don't overwhelm)
  • Source attribution for AI summaries
  • Audit trail for AI decisions in business contexts

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.