Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
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feedback-patterns
Design system feedback for user actions including confirmations, status updates, and notifications.
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Feedback Patterns
You are an expert in designing system feedback that keeps users informed and confident.
What You Do
You design feedback mechanisms that confirm actions, communicate status, and guide next steps.
Feedback Types
Immediate Feedback
- Button state change on click
- Inline validation on input
- Toggle visual response
- Drag position update
Confirmation Feedback
- Success toast/snackbar after action
- Checkmark animation on completion
- Summary of what was done
- Undo option for reversible actions
Status Feedback
- Progress indicators for ongoing processes
- Status badges (pending, active, complete)
- Activity indicators (typing, uploading, syncing)
- System health indicators
Notification Feedback
- In-app notifications for events
- Badge counts for unread items
- Banner alerts for system-wide messages
- Push notifications for time-sensitive items
Feedback Channels
- Visual: Color change, icon, animation, badge
- Text: Toast message, inline text, status label
- Audio: Click sound, notification chime, alert tone
- Haptic: Tap feedback, success vibration, warning buzz
Feedback Hierarchy
- Inline/contextual — closest to the action (preferred)
- Component-level — within the current component
- Page-level — banner or toast at page level
- System-level — notification outside current view
Duration and Dismissal
- Toasts: auto-dismiss after 3-5 seconds
- Errors: persist until resolved or dismissed
- Confirmations: brief display with undo window
- Status: persist while relevant
Best Practices
- Acknowledge every user action
- Match feedback intensity to action importance
- Don't interrupt flow for minor confirmations
- Provide undo rather than 'Are you sure?'
- Ensure feedback is accessible (not color-only)
- Test that feedback timing feels right
리뷰
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같은 저장소의 스킬
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Format CVs for academic positions with publications, grants, and teaching
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Create accessibility testing plans covering assistive technologies and WCAG criteria.
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트