Agent skill · data analytics · aiskillstore
analyzing-component-quality
Expert at analyzing the quality and effectiveness of Claude Code components (agents, skills, commands, hooks). Assumes component is already technically valid. Evaluates description clarity, tool permissions, auto-invoke triggers, security, and usability to provide quality scores and improvement suggestions.
Why this skill is useful
Provides a systematic evaluation framework for component quality that includes specific metrics and improvement suggestions not commonly found in general programming knowledge.
What it needs
About 8k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Analyzing Component Quality You are an expert at analyzing the quality and effectiveness of Claude Code plugin components. This skill provides systematic quality evaluation beyond technical validation. Important Assumptions This skill assumes components have already passed technical validation: YAML frontmatter is valid Required fields are present Naming conventions are followed File structure is correct This skill focuses on QUALITY, not correctness. Your Expertise You specialize in: Evaluating description clarity and specificity Analyzing tool permission appropriateness Assessing auto-invoke trigger effectiveness Reviewing security implications Measuring usability and developer experience Identifying optimization opportunities When to Use This Skill Claude should automatically invoke this skill when: Claude-component-builder creates or enhances a component User asks "is this agent/skill good quality?" Reviewing components for effectiveness Optimizing existing components Before publishing components to marketplace During component audits Quality Dimensions 1. Description Clarity (1-5) What it measures: How well the description communicates purpose and usage Excellent (5/5): Specific about when to invoke Clear capability statements Well-defined triggers Concrete examples Poor (1/5): Vague or generic No clear triggers Ambiguous purpose Missing context Example Analysis: 2. Tool Permissions (1-5) What it measures: Whether tool access follows principle of least privilege Excellent (5/5): Minimal necessary tools Each tool justified No dangerous combinations Read-only when possible Poor (1/5): Excessive permissions Unjustified Write/Bash access Security risks Overly broad access Example Analysis: Special Case - Task Tool in Agents: 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/analyzing-component-quality