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ab-test-store-listing

When the user wants to A/B test App Store product page elements to improve conversion rate. Also use when the user mentions "A/B test", "product page optimization", "test my screenshots", "test my icon", "conversion rate optimization", "CPP", or "custom product pages". For screenshot design, see screenshot-optimization. For metadata optimization, see metadata-optimization.

77

Quality

96%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

A well-organized, actionable A/B testing guide with concrete steps, templates, and reference tables. Its main weakness is progressive disclosure: everything lives in one inline file and the test-idea library and output templates could be split into separate references.

Suggestions

Move the Common Test Ideas tables and Output Format templates into a separate reference file (e.g. references/test-ideas.md) and link to it from the main body so SKILL.md stays a lean overview.

Add an explicit pre-launch verification checkpoint to the run-test workflow (e.g. confirm variants are correctly uploaded and the traffic split is live before counting the test as started).

The referenced app-marketing-context.md has no matching bundle file; either ship it under references/ or label it as user-supplied context so the reference is verifiable.

DimensionReasoningScore

Conciseness

Dense, reference-style content with tables and tight bullets; it does not explain concepts Claude already knows (no 'what is A/B testing' padding), so most tokens earn their place even at ~220 lines.

3 / 3

Actionability

Concrete, copy-paste-ready guidance throughout — numbered App Store Connect steps, a hypothesis template with worked examples, and specific rules ('Change ONE thing per test', '90% confidence minimum', sample-size bands) rather than abstract direction.

3 / 3

Workflow Clarity

The Test Design Framework is sequenced as Steps 1–5 with explicit checkpoints ('Monitor but don't stop early', statistical-significance checks in Step 5) and an interpretation checklist, matching the clear-sequence anchor.

3 / 3

Progressive Disclosure

The body is well-sectioned but monolithic at ~220 lines, with the Common Test Ideas tables and Output Format templates kept inline rather than split into reference files; it sits above the 'monolithic wall' anchor but below the 'appropriately split, one-level-deep references' level.

2 / 3

Total

11

/

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 description: it states the concrete capability, gives explicit 'use when' trigger guidance with natural keywords, and disambiguates from sibling skills. No weaknesses warranting a lower score on any dimension.

DimensionReasoningScore

Specificity

Names a concrete domain and action ('A/B test App Store product page elements to improve conversion rate') with specific testable elements, matching the 'lists multiple specific concrete actions' anchor rather than the vague 'names domain and some actions' level below.

3 / 3

Completeness

Explicitly answers both what ('A/B test App Store product page elements to improve conversion rate') and when ('Also use when the user mentions...'), satisfying the 'clearly answers both what AND when' anchor.

3 / 3

Trigger Term Quality

Provides strong coverage of natural terms users would say — 'A/B test', 'test my screenshots', 'test my icon', 'conversion rate optimization', 'CPP', 'custom product pages' — matching the good-coverage anchor.

3 / 3

Distinctiveness Conflict Risk

Clear App Store PPO/CPP niche with distinct triggers and explicit pointers to sibling skills (screenshot-optimization, metadata-optimization), making it unlikely to trigger for the wrong skill.

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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