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muapi-ugc-lifestyle-try-on

Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery.

59

Quality

68%

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/motion/ugc-lifestyle-try-on/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 body is concise and highly actionable, with real commands and complete prompt templates plus a pragmatic curl fallback. Its main gap is the absence of explicit validation/verification checkpoints between the two generation steps.

DimensionReasoningScore

Conciseness

The body is lean — an inputs table, two concrete steps with exact model IDs and prompt templates, and terse notes — with no over-explanation of concepts Claude already knows.

3 / 3

Actionability

Provides fully executable guidance: exact 'muapi image edit' commands with model IDs, complete prompt templates with {{input}} substitution, per-platform aspect ratios, and a copy-paste curl fallback.

3 / 3

Workflow Clarity

Two steps are clearly sequenced with a branching decision and per-platform mapping, but there are no explicit validation checkpoints or feedback loops between steps (e.g. verify Step 1 output before proceeding).

2 / 3

Progressive Disclosure

A short single-purpose skill organized into clearly signaled sections (Inputs / Steps / Notes / Trigger Keywords) with no monolithic wall of text and no nested references; per scoring_notes this earns a 3.

3 / 3

Total

11

/

12

Passed

Description

50%

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 conveys the skill's purpose with concrete, natural-sounding language, but reads as a single-action statement without an explicit 'Use when...' trigger clause. It is a solid but not exemplary description.

Suggestions

Add an explicit 'Use when ...' clause listing concrete triggers, e.g. 'Use when generating UGC lifestyle photos, product try-on shots, or social-media-native imagery of a person wearing or using a product.'

Enumerate a few distinct actions to lift specificity, e.g. 'Generate try-on photos, produce lifestyle variants, and assemble multi-image carousel sets for a product.'

Expand natural trigger terms to cover common variations users would say (e.g. 'product on model', 'wear the product', 'lifestyle product shot', 'UGC creator content').

DimensionReasoningScore

Specificity

Names a concrete domain and action ('Generate UGC-style ... lifestyle photos of a person wearing or using your product'), but describes a single primary action rather than the multiple distinct actions shown in the score-3 anchor.

2 / 3

Completeness

Clearly states what the skill does, but lacks a 'Use when...' clause or equivalent explicit trigger guidance, which per the judging guidelines caps completeness at 2.

2 / 3

Trigger Term Quality

Includes natural keywords ('UGC', 'User Generated Content', 'lifestyle photos', 'wearing or using your product'), but the spread of natural variations is narrower than the score-3 example.

2 / 3

Distinctiveness Conflict Risk

The 'UGC lifestyle try-on' niche is moderately specific and unlikely to broadly conflict, yet the description alone lacks the explicit distinct triggers shown in the score-3 anchor.

2 / 3

Total

8

/

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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