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muapi-action-figure-generator

Convert a photo of a person into a custom 3D action figure, complete with collectible toy packaging.

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./library/visual/action-figure-generator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%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 content is efficient, concrete, and well-structured for a simple single-purpose skill, with a literal curl fallback that makes it executable. The main gap is the absence of an output/error validation step in the workflow.

DimensionReasoningScore

Conciseness

The body is lean, giving the model id, full prompt, and operational notes without explaining concepts Claude already knows; only minor guidance like "You can also suggest creating different themes" could be trimmed.

4 / 5

Actionability

It provides a concrete model id (nano-banana-2-edit), a `muapi image edit` command with all parameters, and a literal curl fallback with polling; the primary invocation is semi-structured rather than a copy-paste command line, keeping it just below 5.

4 / 5

Workflow Clarity

A clear single-phase sequence with an explicit missing-input check (ask for the photo if absent); it lacks output/error validation, but the simple single-purpose nature keeps it above 3.

4 / 5

Progressive Disclosure

Under 50 lines with no external references needed, the content is well-organized into clear sections (Inputs, Steps, Trigger Keywords, Notes), matching the simple-skill exception for a 5.

5 / 5

Total

17

/

20

Passed

Description

53%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 concrete and clearly distinct as a niche, but it lacks an explicit "Use when..." trigger clause and broader capability coverage, capping both completeness and trigger-term quality at 3.

Suggestions

Add a "Use when..." clause listing natural triggers (e.g., "Use when the user wants an action figure, custom toy, or collectible packaging from a photo") to lift completeness above 3.

Expand the action list beyond the single conversion to cover variations (e.g., theme selection, packaging design) for higher specificity.

Include common synonyms users say ("custom toy", "character figure", "toy box") directly in the description.

DimensionReasoningScore

Specificity

"Convert a photo of a person into a custom 3D action figure, complete with collectible toy packaging" names the domain plus one concrete transformation action, but offers no broader set of distinct capabilities.

3 / 5

Completeness

The description clearly answers "what" (photo-to-action-figure with packaging) but gives no "when to use" guidance; per the rubric a missing trigger clause caps completeness at 3.

3 / 5

Trigger Term Quality

It contains relevant natural terms ("3D action figure", "collectible toy packaging") but misses common synonyms a user might say and includes no explicit "Use when..." trigger phrasing.

3 / 5

Distinctiveness Conflict Risk

The action-figure/toy-packaging niche is specific and distinct, with only minor overlap risk against generic image-editing skills.

4 / 5

Total

13

/

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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