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muapi-brochures

Generate a professional multi-page brochure design — cover, inner spread, and back cover — for business, real estate, events, or product launches.

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/brochures/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with concrete prompts and commands, and is well-structured for a self-contained skill. Its main gaps are minor redundancy and the absence of explicit validation checkpoints in the workflow.

Suggestions

Remove the bolded restatement of the description at the top of the body to avoid token-for-token duplication of the frontmatter.

Add an explicit checkpoint after generation (e.g., verify each panel rendered and retry with adjusted prompt on failure) to give the workflow a clear feedback loop.

DimensionReasoningScore

Conciseness

The body is mostly lean and action-oriented, but it opens by restating the frontmatter description verbatim as a bolded line, which is redundant padding rather than new information.

2 / 3

Actionability

It provides exact executable commands ('muapi image edit'/'muapi image generate'), specific model IDs (gpt4o-edit, bytedance-seedream-v4.5), copy-paste prompt templates with {{placeholders}}, aspect ratios, and a curl fallback — fully actionable.

3 / 3

Workflow Clarity

The three-step parallel sequence (front, inside, back) is clearly laid out, but there are no explicit validation checkpoints or failure-recovery steps (e.g., verifying generation succeeded or retrying on error), so checkpoints are only implicit.

2 / 3

Progressive Disclosure

No bundle files exist and the skill is self-contained with well-organized sections (Inputs, Steps, Notes, Trigger Keywords), satisfying the rubric's allowance for short reference-free skills to score 3 on organization alone.

3 / 3

Total

10

/

12

Passed

Description

60%

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 concrete and domain-specific but stops short of explicit trigger guidance. Adding a 'Use when…' clause and common synonym triggers would lift completeness and distinctiveness.

Suggestions

Append a 'Use when…' clause naming when to invoke this skill (e.g., 'Use when creating brochures, flyers, leaflets, or multi-page marketing collateral').

Add natural synonym keywords (flyer, leaflet, pamphlet, tri-fold, bi-fold) directly into the description so trigger coverage is not limited to 'brochure'.

DimensionReasoningScore

Specificity

The description lists multiple concrete deliverables — 'cover, inner spread, and back cover' — and explicit domains (business, real estate, events, product launches), matching the anchor for multiple specific concrete actions rather than vague language.

3 / 3

Completeness

It clearly answers 'what' (generate a multi-page brochure design) but provides no 'Use when…' clause or equivalent explicit trigger guidance, so completeness is capped at 2 per the rubric guidelines.

2 / 3

Trigger Term Quality

It surfaces the natural term 'brochure design' but omits common variations a user might say (flyer, leaflet, pamphlet, tri-fold, bi-fold), which appear only in the body's Trigger Keywords section, not the description.

2 / 3

Distinctiveness Conflict Risk

The multi-page brochure niche is fairly specific, but the description lacks explicit distinct triggers and could overlap with other muapi image-generation or design recipes.

2 / 3

Total

9

/

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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