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muapi-couple-grid-creator

Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging.

55

Quality

63%

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./library/visual/couple-grid-creator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%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 concise and actionable with concrete CLI commands and a complete generation prompt, organized into clean sections. Its main weakness is the lack of a validation/feedback checkpoint for the batch image-generation step.

Suggestions

Add a verification step after generation (e.g., confirm both faces are clearly visible and identity matches the reference before presenting, regenerate if not) to satisfy the batch-operation feedback-loop requirement.

Tighten the Notes section by linking to a reference doc for the curl/poll fallback instead of inlining the boilerplate template.

Specify a concrete retry/error path for when `muapi predict wait` fails or the grid is malformed.

DimensionReasoningScore

Conciseness

The body is mostly lean with well-organized sections (Inputs, Steps, Trigger Keywords, Notes) and the long prompt is necessary content; only the Notes section has minor over-explanation (curl fallback boilerplate) that could be trimmed, fitting the 4 anchor.

4 / 5

Actionability

It gives a concrete `muapi image edit` call with model id, reference image, full prompt, and aspect ratio, plus a curl fallback and poll command — mostly executable with only minor template gaps (`{...}`), matching the 4 anchor.

4 / 5

Workflow Clarity

The sequence (gather input → submit plan → generate → present) is present, but this batch-style multi-pose generation has no validation or verification step that the output preserves identity or renders correctly, which per the guidelines caps workflow clarity at 3.

3 / 5

Progressive Disclosure

The body is under 50 lines with no external references needed and is well-organized into clearly labeled sections, which per the simple-skill exception qualifies for a 5 on progressive disclosure.

5 / 5

Total

16

/

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 concretely states what the skill produces but omits any explicit 'when to use' trigger guidance, capping completeness at 3. It is reasonably specific and distinct but would benefit from natural trigger phrasing inline.

Suggestions

Add an explicit 'Use when ...' clause with natural trigger phrases (e.g., 'Use when the user wants a couple grid, romantic packaging grid, or stylized couple portrait') to raise completeness.

Incorporate common synonyms and the trigger keywords from the body directly into the description to improve trigger_term_quality.

Mention the identity-consistency and multi-pose aspects in the description to strengthen specificity beyond a single action.

DimensionReasoningScore

Specificity

The description names the domain and one concrete action — 'Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging' — but covers only a single action rather than several, matching the 1-2 concrete actions anchor.

3 / 5

Completeness

It clearly answers 'what' (create a 6-box couple grid) but provides no 'Use when...' clause or explicit trigger guidance, which per the guidelines caps completeness at 3.

3 / 5

Trigger Term Quality

It includes relevant natural terms ('couple', 'romantic poses', 'outfits', 'cardboard box packaging') but lacks common synonyms and the explicit trigger phrasing found in the body's Trigger Keywords section, so it sits at 'some relevant keywords' rather than 'good coverage'.

3 / 5

Distinctiveness Conflict Risk

The couple-packaging-grid niche is fairly distinct from generic image skills, but the absence of explicit trigger phrases in the description leaves minor overlap risk with other portrait-generation skills, fitting the 4 anchor better than 5.

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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