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muapi-multi-angle-shots

Generate a complete set of multi-angle product shots — front, side, back, top-down, and 45-degree perspective — for comprehensive product visualization.

64

Quality

77%

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/multi-angle-shots/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

87%

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

The content is concise, highly actionable, and well-organized as a single-file skill, but batch image generation lacks validation/error-recovery checkpoints, capping workflow clarity.

Suggestions

Add a verification step after generation (e.g. check each request succeeded and retry failed angles before presenting the grid).

Remove the redundant bold restatement of the description at the top of the body to save tokens.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: it skips explaining what product photography is and jumps to concrete prompts, model IDs, and CLI calls, with every section earning its place.

3 / 3

Actionability

Provides copy-paste-ready prompts with exact model IDs, aspect ratios, conditional model selection, and a concrete curl fallback plus polling command — fully executable guidance.

3 / 3

Workflow Clarity

The five angles are clearly sequenced for parallel generation, but there is no validation or verification checkpoint (e.g. confirming an image returned or retrying a failed angle), which the rubric requires to score 3 for batch generation.

2 / 3

Progressive Disclosure

A compact single-file skill with no bundle references; sections (Inputs, Steps, Notes, Triggers, Notes for the Executing Agent) are well-organized and easy to navigate, which is appropriate for a sub-50-line single-purpose skill.

3 / 3

Total

11

/

12

Passed

Description

67%

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 clearly scoped to multi-angle product photography, but it omits an explicit 'Use when...' trigger clause, limiting its completeness. Adding when-to-use phrasing would raise it.

Suggestions

Append a 'Use when...' clause naming when to invoke this skill (e.g. 'Use when the user wants a full set of product photos from multiple angles or mentions 360/hero shots').

Include a few more natural trigger keywords in the description, not just the body, to broaden when-to-use matching.

DimensionReasoningScore

Specificity

Lists multiple concrete outputs — 'front, side, back, top-down, and 45-degree perspective' — describing exactly what the skill generates rather than vague abstractions.

3 / 3

Completeness

Clearly answers 'what' but has no explicit 'Use when...' clause or trigger guidance, which per the rubric caps completeness at 2.

2 / 3

Trigger Term Quality

Contains relevant terms like 'multi-angle product shots' and 'product visualization' but lacks the broader set of natural variations a user might say (e.g. 'product photos', 'all sides', '360'); the body's richer keyword list is not reflected here.

2 / 3

Distinctiveness Conflict Risk

The multi-angle product-photography niche is narrow and distinct; it uses third-person voice and is unlikely to trigger for unrelated skills.

3 / 3

Total

10

/

12

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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