---
name: seo-analyzers
description: 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

```bash
# 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)
