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text-analyzer

@yoshiwatanabe/agent-patterns
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Comprehensive text analysis coordinator. Execute Python script for multi-aspect text analysis. Use when you need grammar, sentiment, readability, and SEO analysis combined.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name text-analyzer
description Comprehensive text analysis coordinator. Execute Python script for multi-aspect text analysis. Use when you need grammar, sentiment, readability, and SEO analysis combined.

Text Analyzer (Parent Skill)

I coordinate comprehensive text analysis by delegating to specialized child skills.

How to Use This Skill

For comprehensive text analysis, execute the coordinator script:

python /home/ywatanabe/dev/agent-patterns/.claude/skills/text-analyzer/run.py "text to analyze"

The script invokes all child skills and returns:

  • Grammar analysis (critical issues, minor issues, style suggestions)
  • Sentiment analysis (polarity, tone, emotional impact)
  • Readability analysis (grade level, audience fit, complexity)
  • SEO analysis (keywords, optimization score, recommendations)
  • Synthesized executive summary with prioritized action items

Child Skills I Use

  1. grammar-checker: Grammar, spelling, punctuation analysis
  2. sentiment-analyzer: Emotional tone and sentiment detection
  3. readability-scorer: Readability metrics and audience appropriateness
  4. seo-optimizer: SEO recommendations and keyword optimization

When This Skill Activates

Activate when user requests:

  • "Analyze this text/document/article/post"
  • "Review this content for publication"
  • "Check this writing quality"
  • "Evaluate this document comprehensively"
  • Any request combining multiple text analysis aspects

How I Coordinate

For comprehensive analysis, I:

  1. Determine which child skills are needed based on request
  2. Invoke relevant child skills in appropriate order
  3. Synthesize results into coherent report
  4. Provide prioritized recommendations

Typical Workflows

Full Analysis (all aspects):

  1. grammar-checker → identify language issues
  2. sentiment-analyzer → understand emotional tone
  3. readability-scorer → assess audience fit
  4. seo-optimizer → suggest improvements
  5. Synthesize comprehensive report

Quick Review (grammar + readability):

  1. grammar-checker → language correctness
  2. readability-scorer → audience appropriateness
  3. Provide concise feedback

Marketing Focus (sentiment + SEO):

  1. sentiment-analyzer → emotional impact
  2. seo-optimizer → search optimization
  3. Marketing-focused recommendations

Output Format

Provide structured analysis report:

  • Executive Summary: Key findings and priority actions
  • Grammar & Language: Issues and corrections
  • Sentiment: Emotional tone analysis
  • Readability: Scores and audience fit
  • SEO: Optimization opportunities
  • Recommendations: Prioritized action items

Example Requests

✅ "Analyze this blog post before publishing" ✅ "Review this marketing email comprehensively" ✅ "Check this article for grammar and readability" ✅ "Evaluate this content for SEO and sentiment"