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muapi-amazon-product-listing

Generate a complete Amazon product listing image set — hero image, lifestyle shot, infographic with features, and comparison/detail closeups optimized for Amazon standards.

58

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./library/visual/amazon-product-listing/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%Weight 40%Scale 1-5

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

The body is well-structured and actionable with concrete generation commands, but its batch workflow lacks validation/verification steps, capping workflow clarity despite strong organization and progressive disclosure.

Suggestions

Add a validation checkpoint after generation, e.g. verify each image request succeeded via `muapi predict wait <request_id>` and retry failed generations before presenting results.

Show the complete copy-paste `muapi image generate` command with prompt and aspect-ratio flags on a single line so steps are fully executable.

Remove the redundant bold intro line that repeats the frontmatter description verbatim to tighten token efficiency.

DimensionReasoningScore

Conciseness

Lean and operational with concrete prompts that earn their place; the only notable padding is the bold intro line repeating the frontmatter description verbatim, fitting 'efficient; minor instances that could be trimmed' rather than the fully lean 5.

4 / 5

Actionability

Provides concrete `muapi image generate` commands with named models, full prompts, and aspect ratios plus a curl fallback, but the exact flag-level CLI syntax for passing prompt/aspect-ratio is not shown as a single copy-paste line, leaving minor gaps.

4 / 5

Workflow Clarity

The four-image parallel sequence and post-generation steps are clearly ordered, but there is no validation/verification checkpoint or failure-recovery loop for this batch generation, so the batch-operation cap applies at 3.

3 / 5

Progressive Disclosure

Self-contained with no bundle files and clear, well-organized sections (Inputs, Steps, Notes, Trigger Keywords, Agent notes) and no nested references, matching the simple-skill exception for well-organized single-file skills.

5 / 5

Total

16

/

20

Passed

Description

63%Weight 40%Scale 1-5

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

The description is specific and distinctive about generating Amazon listing image sets, but lacks an explicit 'Use when…' trigger clause and richer trigger-term coverage, capping completeness and trigger quality at mid-range.

Suggestions

Add an explicit 'Use when…' clause, e.g. 'Use when creating Amazon product listings, e-commerce listing images, or product photography for Amazon detail pages.'

Broaden trigger terms with natural synonyms a user would say, such as 'product photography', 'listing images', and 'A+ content images'.

Keep the concrete deliverable list — it is the description's strongest asset.

DimensionReasoningScore

Specificity

Lists multiple concrete deliverables — 'hero image, lifestyle shot, infographic with features, and comparison/detail closeups' — covering the image set comprehensively, matching the anchor for multiple specific concrete actions.

5 / 5

Completeness

Clearly states what the skill does but has no explicit 'Use when…' trigger clause; 'optimized for Amazon standards' only weakly implies when, and the missing-trigger-guidance rule caps this at 3.

3 / 5

Trigger Term Quality

Contains the natural phrase 'Amazon product listing' but offers no synonyms or common variations (e.g. 'product photography', 'listing images'), matching the 'some relevant keywords but missing variations' anchor.

3 / 5

Distinctiveness Conflict Risk

Targets a clear Amazon-listing niche with distinct deliverables but has minor overlap risk with broader product-photography skills, fitting the 'mostly distinct; minor overlap' anchor rather than the 5.

4 / 5

Total

15

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
SamurAIGPT/Generative-Media-Skills
Reviewed

Table of Contents

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