pi-skill/skills/seo-analyzers/SKILL.md

name, description

name	description
seo-analyzers	Analyze content quality for Thai language. Use for keyword density checking, readability scoring, content quality rating (0-100), and AI pattern detection in Thai text.

SEO Analyzers

Analyze Thai content quality — keyword density, readability, quality scoring, AI pattern removal.

Scripts

Script	Purpose
thai_keyword_analyzer.py	Keyword density analysis
thai_readability.py	Readability scoring
content_quality_scorer.py	Overall quality rating (0-100)

Usage

# Keyword density
python3 ~/.hermes/skills/website-creator/seo-analyzers/scripts/thai_keyword_analyzer.py \
  --text "บทความภาษาไทย..." --keyword "คำหลัก" --language th

# Readability
python3 ~/.hermes/skills/website-creator/seo-analyzers/scripts/thai_readability.py \
  --text "เนื้อหาภาษาไทย..." --language th

# Quality score
python3 ~/.hermes/skills/website-creator/seo-analyzers/scripts/content_quality_scorer.py \
  --file ./article.md --keyword "คำหลัก"

Quality Thresholds

Score	Status	Action
90-100	Excellent	Publish immediately
80-89	Good	Minor tweaks
70-79	Fair	Address priority fixes
Below 70	Needs Work	Significant improvements

Thai-Specific

• Target keyword density: 1.0-1.5% (lower than English)
• Readability: Grade levels ม.6-ม.12
• Formality detection from particles (ครับ/ค่ะ vs นะ/จ้ะ)