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muapi-color-analysis-board

Turn a portrait photo into a high-end editorial "Color Analysis Board" in a luxury fashion-magazine style (Dior / Ralph Lauren aesthetic) — best colors, undertone, makeup guide, capsule wardrobe, hair & jewelry recommendations, all laid out on a clean beige/ivory grid.

73

Quality

91%

Does it follow best practices?

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SecuritybySnyk

Passed

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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.

A tight, highly actionable single-purpose skill: concrete executable commands, a ready prompt, a clear single-step workflow with input validation and completion polling, and well-organized self-contained sections requiring no external references. No dimension scored below 3.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence: it gives a concrete CLI call, a ready-to-use prompt block, and operational notes without explaining concepts Claude already knows. It is not score 2 because the only minor redundancy (the bold intro restating the description) is trivial and the bulk is genuinely efficient, not 'could be tightened' material.

3 / 3

Actionability

It provides a fully executable `muapi image edit` invocation with concrete parameters (model, 3840x2160, png, auto quality/low moderation), a copy-paste prompt, plus a curl fallback and poll command. This matches the 'fully executable, copy-paste ready' anchor and is well above the pseudocode/incomplete level (score 2).

3 / 3

Workflow Clarity

This is a simple single-generation skill whose single action is unambiguous: gather/validate the portrait input, submit one generation step (with poll-to-completion), present and suggest variations. Per the simple-skill scoring note, a clear unambiguous single action scores 3; it is not score 2 because the sequence and completion check are explicit rather than implicit.

3 / 3

Progressive Disclosure

The skill is a single self-contained file with no bundle files and no nested references, organized into clearly labeled sections (Inputs, Steps, Trigger Keywords, Notes). Per the scoring note, a well-organized single-purpose skill with no need for external references scores 3; it is not score 2 because content is appropriately inline and clearly signaled rather than needing separation.

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.

A specific, distinctive description with strong natural trigger terms and concrete deliverables, weakened only by the absence of an explicit 'Use when...' usage clause. Adding that clause would raise completeness from 2 to 3.

Suggestions

Append an explicit usage clause, e.g. 'Use when the user asks for color analysis, a personal color palette, seasonal/undertone analysis, or a fashion color/capsule-wardrobe board.'

Surface the trigger keywords already present in the body ('seasonal color analysis', 'personal color palette', 'style guide board') into the description itself so the 'when to use' signal lives where discovery happens.

Keep the concrete deliverable list but trim the brand-aesthetic parenthetical ('Dior / Ralph Lauren aesthetic') if a tighter description is desired — it is decorative rather than a trigger term.

DimensionReasoningScore

Specificity

The description lists multiple concrete deliverables — 'best colors, undertone, makeup guide, capsule wardrobe, hair & jewelry recommendations' — matching the anchor for multiple specific concrete actions. It is not the level below (score 2 names domain and some actions but is not comprehensive); here the action set is comprehensive and concrete.

3 / 3

Completeness

It clearly answers 'what does this do' (turn a portrait into a color analysis board with the listed elements) but lacks any 'Use when...' clause or equivalent explicit trigger guidance. Per the judging guidelines, a missing 'Use when...' clause caps completeness at 2, so it cannot reach 3.

2 / 3

Trigger Term Quality

It embeds natural phrases a user would actually say — 'Color Analysis Board', 'best colors', 'undertone', 'makeup guide', 'capsule wardrobe' — giving good coverage of natural terms rather than technical jargon. It is not score 2 because it covers multiple common variations, not just a single relevant keyword.

3 / 3

Distinctiveness Conflict Risk

This is a clearly delineated niche — personal color/fashion editorial analysis — with distinct triggers, making it unlikely to fire for an unrelated skill. It is not score 2 because the domain and deliverables are specific enough that meaningful overlap with sibling skills is unlikely.

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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