humanize-category

name	humanize-category
description	Strip AI writing patterns from a category page in Payload CMS. Use when asked to "humanize category", "de-AI category social-media", "make category content sound human".
argument-hint	'<category slug>'

Humanize Category Content

Remove AI writing patterns from a category page in Payload CMS. Two-pass process: rewrite, then audit.

Before starting, read: .claude/skills/_shared/humanize-patterns.md for the 18 AI patterns and two-pass process.

Fields to check

• description (textarea)
• content (richText)

Process

Step 1: Fetch the category

Use mcp__Payload__findCategories:

{"where": "{\"slug\": {\"equals\": \"CATEGORY_SLUG\"}}", "limit": 1}

Get: description, content.

Step 2: First pass — Rewrite

Apply the pattern detection from _shared/humanize-patterns.md to both fields.

The description is a single sentence (under 150 chars). Check for inflated vocabulary and vague claims. The content is 2-3 sentences. Check for all 18 patterns.

Step 3: Second pass — Audit

Re-read the rewritten version. Fix remaining AI patterns per the audit checklist in _shared/humanize-patterns.md.

Step 4: Save

Use mcp__Payload__updateCategories with the category ID. Only update fields that changed.

Step 5: Report

Tell the user:

• How many patterns were found and fixed (by category)
• Which fields were updated
• Any remaining concerns