humanize-service

name	humanize-service
description	Strip AI writing patterns from a service listing in Payload CMS. Use when asked to "humanize service", "de-AI service ProtonMail", "make service content sound human".
argument-hint	'<service name>'

Humanize Service Content

Remove AI writing patterns from a service listing 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
• content (richText)
• features (array of tags)
• issues (array, if present)
• gdprNotes

Process

Step 1: Fetch the service

Use mcp__Payload__findServices:

{"where": "{\"name\": {\"contains\": \"SERVICE_NAME\"}}", "limit": 1}

Get: description, content, features, issues, gdprNotes.

Step 2: First pass — Rewrite

Apply the pattern detection from _shared/humanize-patterns.md to every field listed above. Rewrite flagged text following the two-pass process.

For features: check each tag is 2-4 words and doesn't use inflated vocabulary. Replace "Comprehensive security suite" with "Built-in encryption."

For content: this is the main focus. Check every paragraph 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__updateServices with the service 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