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muapi-fashion-try-on

Virtually try on different outfits by combining a person's photo and a clothing item, then optionally generate a professional fashion model video.

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/fashion-try-on/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 body is a well-structured, actionable recipe with clear two-phase sequencing and good progressive disclosure for a simple skill; its main gaps are prose-described CLI flags and the absence of an explicit post-generation validation loop.

DimensionReasoningScore

Conciseness

Lean and efficient with concrete CLI commands, models, and prompts; the inline prompts are necessarily long, and only the closing 'Notes for the Executing Agent' section adds minor over-explanation that could be trimmed.

4 / 5

Actionability

Provides concrete muapi CLI commands, exact model IDs, prompts, and aspect ratios, but flags are described in prose ('Reference Images:', 'Prompt:') rather than full copy-paste CLI syntax, leaving minor gaps.

4 / 5

Workflow Clarity

Two phases are clearly sequenced with an approval checkpoint before the optional Phase B and input validation, but there is no explicit error-recovery feedback loop after generation.

4 / 5

Progressive Disclosure

A simple ~50-line skill with no need for external references and well-organized sections (Inputs, Phases A/B, Trigger Keywords, Notes), meeting the simple-skill exception for a top score.

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 clearly states what the skill does with two concrete actions and a distinct niche, but it lacks an explicit 'Use when...' trigger clause, which caps completeness and limits trigger-term quality.

Suggestions

Add an explicit 'Use when...' clause with concrete trigger phrases (e.g., 'Use when the user wants to virtually try on clothes, preview an outfit on a person, or generate a fashion model video').

Expand trigger-term coverage with natural synonyms users say, such as 'virtual fitting room', 'outfit preview', and 'clothing preview'.

Consider listing the capability slightly more comprehensively (e.g., mention preserving pose/fit) to push specificity toward a 4.

DimensionReasoningScore

Specificity

Names the domain and two concrete actions ('combining a person's photo and a clothing item' and 'generate a professional fashion model video'), but coverage is not comprehensive enough for a 4.

3 / 5

Completeness

Has a clear 'what' but no explicit 'Use when...' trigger clause; per the guideline, a missing explicit trigger clause caps completeness at 3.

3 / 5

Trigger Term Quality

Contains some natural terms ('try on different outfits', 'clothing item', 'fashion model video') but is missing common variations and synonyms, and the description itself lacks an explicit keyword list.

3 / 5

Distinctiveness Conflict Risk

The virtual fashion try-on niche (person + clothing photo, optional model video) is mostly distinct with only minor overlap risk against general 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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