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muapi-storyboard-to-cooking-video

Turn a single photo of a person into a 15-second cinematic pasta-making (or other cuisine) tutorial video. First builds a composite reference sheet (character + kitchen + 9-step action board), then animates the full cooking sequence with audio in a single continuous shot.

73

Quality

91%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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.

The body is a tightly constructed, fully executable two-step recipe with concrete commands, templated prompts, an explicit inter-step validation checkpoint, and useful operational gotchas. It is well-organized and self-contained with no need for external reference files.

DimensionReasoningScore

Conciseness

The long blocks are executable prompt payload (the actual generation prompts and CLI commands), not explanations of concepts Claude already knows; the inputs table, Notes, and executing-agent guidance each earn their place.

3 / 3

Actionability

Provides complete, copy-paste-ready CLI commands with every flag filled and fully templated prompts with {{placeholders}}, leaving nothing abstract or pseudocoded.

3 / 3

Workflow Clarity

Two sequential steps are explicitly ordered with Step 2 depending on Step 1's output, plus a validation checkpoint ('Show it to the user and confirm... before moving to Step 2 — Step 2 is the expensive call').

3 / 3

Progressive Disclosure

No bundle files are present and none are needed; the skill is self-contained and well-organized into Inputs, Steps, Notes, Trigger Keywords, and executing-agent sections with no nested references.

3 / 3

Total

12

/

12

Passed

Description

82%

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 concrete with a distinct, well-scoped niche, but it omits an explicit 'Use when...' trigger clause, leaving the activation guidance implicit. Adding a usage-trigger sentence would raise completeness to full marks.

Suggestions

Append a 'Use when...' clause, e.g. 'Use when turning a photo of a person into a short cooking/recipe tutorial video or when the user asks for a cooking reel or storyboard-to-video render.'

Surface a few more natural trigger variations in the description itself ('cooking tutorial', 'recipe video', 'food video') rather than relying solely on the body's Trigger Keywords list.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'builds a composite reference sheet (character + kitchen + 9-step action board)' and 'animates the full cooking sequence with audio in a single continuous shot' — rather than vague language.

3 / 3

Completeness

Clearly answers 'what' (photo to cooking video via reference sheet + animation) but lacks an explicit 'Use when...' trigger clause, so 'when' is only implied and completeness is capped at 2 per the guidelines.

2 / 3

Trigger Term Quality

Includes natural terms a user would say — 'photo of a person', 'tutorial video', 'pasta-making', 'cooking sequence' — giving good coverage of likely phrasings.

3 / 3

Distinctiveness Conflict Risk

The photo-to-cinematic-cooking-video niche is specific and unlikely to overlap with unrelated skills, giving it a clear distinct trigger profile.

3 / 3

Total

11

/

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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