mui

Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities.

1.24x

Quality

92%

Does it follow best practices?

Impact

77%

1.24x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Quality

Content

85%

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

This is a strong MUI v7 skill with excellent actionability - nearly all code examples are executable and properly typed. The structure follows good progressive disclosure with clear navigation. Minor verbosity in explaining basic MUI concepts (what Box, Paper, Container do) could be trimmed since Claude understands these component purposes.

Suggestions

Remove explanatory comments like 'Generic container', 'Elevated surface', 'Centered content with max-width' from the Layout Components section - Claude knows what these components do

Consider removing or condensing the 'When to Use This Skill' section since it largely repeats the Purpose statement

Dimension	Reasoning	Score
Conciseness	The skill is mostly efficient with good code examples, but includes some unnecessary explanations like describing what each layout component does ('Generic container', 'Elevated surface') that Claude already knows. The 'When to Use This Skill' section is also somewhat redundant given the clear purpose statement.	2 / 3
Actionability	Excellent executable code examples throughout - all TypeScript snippets are copy-paste ready with proper imports, typed styles, and complete component implementations. The patterns cover real-world scenarios like forms, dialogs, and loading states with concrete, working code.	3 / 3
Workflow Clarity	For a component library skill, the workflow is appropriately clear. The organization guides from basic usage to advanced patterns logically. The inline vs separate styles decision tree (< 100 lines vs >= 100 lines) provides clear guidance. No destructive operations require validation checkpoints.	3 / 3
Progressive Disclosure	Well-structured with clear sections progressing from Quick Start to advanced patterns. References to additional resources (styling-guide.md, component-library.md, theme-customization.md) are clearly signaled at the end with one-level-deep links. Content is appropriately split across sections.	3 / 3
	Total	11 / 12 Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a well-crafted skill description that follows best practices. It uses third person voice, lists specific capabilities, includes a clear 'Use when...' clause with natural trigger terms, and is distinctly scoped to the Material-UI ecosystem. The inclusion of version number (v7) and MUI-specific terminology makes it highly distinguishable.

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete actions: 'sx prop styling', 'theme integration', 'responsive design', and 'MUI-specific hooks'. These are concrete, actionable capabilities within the MUI domain.	3 / 3
Completeness	Clearly answers both what ('sx prop styling, theme integration, responsive design, MUI-specific hooks') AND when ('Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities') with explicit trigger guidance.	3 / 3
Trigger Term Quality	Includes natural keywords users would say: 'MUI components', 'sx prop', 'theme customization', 'MUI utilities', 'Material-UI'. Good coverage of both the full name and common abbreviation.	3 / 3
Distinctiveness Conflict Risk	Highly specific to Material-UI/MUI ecosystem with distinct triggers like 'sx prop', 'MUI components', and 'Material-UI v7'. Unlikely to conflict with generic CSS or other component library skills.	3 / 3
	Total	12 / 12 Passed

Validation

90%

Warnings & errors only

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

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
skill_md_line_count	SKILL.md is long (505 lines); consider splitting into references/ and linking	Warning

	Total	10 / 11 Passed

Repository: softaworks/agent-toolkit
Commit: 3027f20

Reviewed: 4 months ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.