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muapi-ui-design

Generate high-fidelity UI/UX mockups for mobile and web apps using Atomic Design principles — creates wireframes and design systems via muapi.ai

52

Quality

58%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./.opencode/skills/muapi-ui-design/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

50%

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

The content is well-structured and avoids excessive concept explanation, but its core example command references a script that is not present in the bundle, undermining actionability and progressive disclosure. Adding validation and real script references would lift the weaker dimensions.

Suggestions

Provide the actual scripts/generate-mockup.sh (or correct the path) so the example command is genuinely executable rather than pointing at a missing file.

Add an explicit validation/verification checkpoint after generation (e.g. confirm the image is a pure UI mockup with no device framing) to strengthen workflow clarity.

Trim marketing-style prose such as 'A specialized skill for AI Agents to architect high-fidelity digital interfaces' and replace incidental concept mentions with task-focused guidance.

DimensionReasoningScore

Conciseness

The body is mostly lean tables and bullets, but marketing prose ('A specialized skill for AI Agents to architect high-fidelity digital interfaces') and incidental concept mentions could be trimmed.

2 / 3

Actionability

A concrete bash command with real flags is provided, but the referenced scripts/generate-mockup.sh does not exist and its behavior is hand-waved ('expands the brief using internal knowledge'), leaving key details incomplete.

2 / 3

Workflow Clarity

Two sequenced steps are present (Define brief, Invoke script) but there are no validation checkpoints or feedback loops, and output verification is absent.

2 / 3

Progressive Disclosure

Sections are clearly organized, but the body references scripts/generate-mockup.sh and core/media/generate-image.sh as one-level-deep references that do not actually exist as bundle files.

2 / 3

Total

8

/

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 distinctive, naming concrete actions and a clear niche via Atomic Design and muapi.ai. Its main weakness is the absence of an explicit 'Use when...' trigger clause, which caps completeness.

Suggestions

Append a 'Use when...' clause naming natural user phrasings (e.g. 'Use when creating app mockups, wireframes, or design prototypes for mobile or web').

Broaden trigger terms with common variations users actually say, such as 'prototypes', 'app screens', and 'UI design'.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Generate high-fidelity UI/UX mockups', 'creates wireframes and design systems' — with explicit platform targets, matching the multi-action anchor.

3 / 3

Completeness

Clearly states what the skill does but lacks any 'Use when...' trigger clause; the rubric caps completeness at 2 when explicit when-guidance is missing.

2 / 3

Trigger Term Quality

Includes relevant natural terms ('UI/UX mockups', 'wireframes', 'design systems', 'mobile and web apps') but omits common user variations like 'prototypes', 'app screens', or 'UI design'.

2 / 3

Distinctiveness Conflict Risk

The Atomic Design framing and muapi.ai dependency carve a clear niche unlikely to overlap with or mis-trigger against other skills.

3 / 3

Total

10

/

12

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

14

/

16

Passed

Repository
SamurAIGPT/Generative-Media-Skills
Reviewed

Table of Contents

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