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muapi-interior-design-visualizer

Visualize interior design by generating an empty room and filling it with stylish furniture and decor, or by redesigning an existing room.

64

Quality

77%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./library/visual/interior-design-visualizer/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 content is concise and highly actionable with concrete CLI guidance and a clear two-phase workflow, held back only by the absence of explicit verification checkpoints after image generation.

Suggestions

Add an explicit checkpoint after Phase A and Phase B instructing the agent to confirm the generated/edited image is valid (e.g. poll with 'muapi predict wait' and verify a non-empty image URL) before proceeding.

Note the expected output artifact (image URL/path) at each phase so the agent knows what a successful result looks like.

DimensionReasoningScore

Conciseness

The body is lean and instruction-focused with no preamble explaining interior design concepts; prompts, model IDs, and commands are given directly and every line earns its place.

3 / 3

Actionability

It provides concrete executable commands (muapi image generate / image edit) with model IDs, full parameterized prompts, aspect ratios, and a curl-plus-polling fallback — copy-paste ready.

3 / 3

Workflow Clarity

The two phases are clearly sequenced with the dependency made explicit, but there are no explicit validation/polling checkpoints after each generation step to confirm the image succeeded before proceeding.

2 / 3

Progressive Disclosure

A short (~50 line) single-file skill with well-organized sections (Inputs, phased Steps, Trigger Keywords, Notes) and no bundle files, which meets the simple-skill threshold for a top score.

3 / 3

Total

11

/

12

Passed

Description

67%

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 specific and distinct, cleanly naming the core actions, but it omits explicit 'when to use' trigger guidance, which caps its completeness and trigger-term quality.

Suggestions

Add a 'Use when…' clause naming natural triggers such as 'Use when the user wants to visualize interior design, redesign a room, or stage furniture and decor.'

Include common natural variations users would say (e.g. 'room visualizer', 'redecorate', 'home decor') directly in the description rather than only in a separate Trigger Keywords section.

DimensionReasoningScore

Specificity

Names multiple concrete actions — 'generating an empty room', 'filling it with stylish furniture and decor', and 'redesigning an existing room' — matching the multiple-specific-actions anchor.

3 / 3

Completeness

It clearly states what the skill does, but lacks any 'Use when…' trigger clause; per the guidelines a missing explicit trigger caps completeness at 2.

2 / 3

Trigger Term Quality

Relevant terms like 'interior design', 'furniture and decor', and 'room' appear inside the capability statement, but there are no natural standalone trigger keywords a user would say, missing common variations.

2 / 3

Distinctiveness Conflict Risk

The interior-design visualization niche with room generation and furnishing is specific and distinct from generic image skills, making wrong-skill triggering unlikely.

3 / 3

Total

10

/

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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