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app-icon-optimization

When the user wants to design, test, or improve their app icon to increase tap-through rate and conversions in App Store search and browse. Use when the user mentions "app icon", "icon design", "icon A/B test", "icon variants", "tap-through rate", "icon conversion", "icon refresh", or wants to know what makes a good app icon. For screenshot optimization, see screenshot-optimization. For full listing A/B tests, see ab-test-store-listing.

80

Quality

100%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A dense, actionable skill body that delivers concrete specs, navigation paths, checklists, and templates without explaining concepts Claude already knows. Workflows are clearly sequenced with significance checkpoints, and content is well-structured with clear navigation to related skills.

DimensionReasoningScore

Conciseness

Lean and information-dense — tables, exact specs (icon sizes, 20–40% lift, p<0.05, 1000+ impressions), and templates rather than prose. It avoids explaining concepts Claude already knows; the brief "Why" framing supplies actionable domain context, not padding.

3 / 3

Actionability

Highly concrete guidance: exact UI navigation paths ("App Store Connect → Your App → Product Page Optimization → Create Test"), required size tables, a test-variable matrix, a 1–10 audit checklist, and a copy-ready designer brief template.

3 / 3

Workflow Clarity

Multi-step A/B test flows are numbered with explicit checkpoints ("Run for minimum 7 days or until statistical significance", significance threshold p<0.05, minimum sample), and the icon audit is a structured checklist — clear sequences with verification built in.

3 / 3

Progressive Disclosure

Well-organized into clearly headed sections with a "Related Skills" block providing one-level navigation to sibling skills; no nested/deep references and no monolithic wall of inline API detail. The inline guidance is appropriately overview-sized and easy to navigate.

3 / 3

Total

12

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that clearly states the skill's purpose, supplies a rich set of natural trigger terms, and proactively disambiguates from related ASO skills. It satisfies the what-and-when requirement without padding or over-claiming.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "design, test, or improve their app icon to increase tap-through rate and conversions" — covering design, testing, and improvement rather than vague language. Voice is third person ("the user wants", "the user mentions"), so no voice penalty applies.

3 / 3

Completeness

Explicitly answers both what (design/test/improve app icons for TTR and conversions in App Store search and browse) and when ("Use when the user mentions..." with a clear trigger list), satisfying the full what+when requirement.

3 / 3

Trigger Term Quality

Strong coverage of natural phrases users would say: "app icon", "icon design", "icon A/B test", "icon variants", "tap-through rate", "icon conversion", "icon refresh", plus "what makes a good app icon".

3 / 3

Distinctiveness Conflict Risk

Clear niche (app icon optimization) with explicit disambiguation pointers — "For screenshot optimization, see screenshot-optimization" and "For full listing A/B tests, see ab-test-store-listing" — making conflicts with sibling skills unlikely.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Eronred/aso-skills
Reviewed

Table of Contents

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