# Content Analysis

> Use when the user wants a deterministic SEO content analysis report for an article in this repository. This skill runs the Codex report script and then interprets the findings.

- Skill: `pa4uslf/content-analysis` (Agent Skill)
- Install (CLI): `npx skillmds@latest add pa4uslf/content-analysis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/pa4uslf/content-analysis/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: pa4uslf (https://skillmd.com/u/pa4uslf)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/pa4uslf/content-analysis

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# Content Analysis

Generate and interpret a deterministic SEO analysis report for a local article.

## Command

```bash
.venv/bin/python scripts/run_content_analysis.py <article-file>
```

Optional inputs:

- `--site-url https://example.com`
- `--serp-json path/to/serp-results.json`
- `--output custom-report-path.md`

## What The Script Produces

- Search intent summary
- Keyword placement and density analysis
- Readability metrics
- SEO quality score
- Optional content-length comparison if SERP data is supplied
- Priority action list

## What Codex Should Add

After the script runs:

- Translate the report into a practical editing plan
- Apply fixes directly if the user asked for changes
- Call out missing metadata or missing SERP data instead of guessing