Monet Works — Content QA Remediation

CLI

# Run the QA pipeline on a draft file
content-qa fix path/to/draft.md > path/to/fixed-draft.md 2> path/to/report.json
Example report.json
{
  "changes": [
    {
      "type": "banned_phrase",
      "action": "removed",
      "original": "In conclusion, this is a great product.",
      "remediated": "This is a great product.",
      "line": 42
    },
    {
      "type": "missing_disclaimer",
      "action": "appended",
      "details": "Appended standard investment disclaimer."
    }
  ],
  "word_count": {
    "original": 750,
    "remediated": 738
  },
  "humanizer_score": {
    "before": 0.68,
    "after": 0.95
  }
}

This automated QA process saves hours of manual editing and ensures every piece of content meets our quality standards.