humanizer-zh

Remove AI-generated stylistic markers from sales and proposal texts.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/daemgo/syncmind-mnrjxdgt --skill humanizer-zh-daemgo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/daemgo/syncmind-mnrjxdgt/tree/main/.claude/skills/humanizer-zh
Command: npx skills add https://github.com/daemgo/syncmind-mnrjxdgt --skill humanizer-zh-daemgo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI writing for sales often sounds formulaic, dense with filler phrases, and too careful to make a strong recommendation, so this skill strips the robotic tone and leaves the core facts intact for faster human review.

Core Features & Use Cases

  • AI noise removal: Removes padding phrases, dramatic connectors, and canned optimism so the message feels like a real salesperson sharing insights.
  • Rhythm & structure tuning: Varies sentence length, avoids triple lists, and stops relying on pasted rhetorical flourishes to keep readers engaged.
  • Use Case: Feed it draft customer profiles, demand analyses, or solution narratives to deliver a version that reads like a colleague wrote it after a real conversation.

Quick Start

Use the humanizer-zh skill to rewrite the supplied customer or solution narrative so it sounds like a grounded salesperson report.

Frequently Asked Questions about humanizer-zh

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated sales text sound more natural?

To make AI-generated sales text sound more natural, you need to remove formulaic padding phrases, dramatic connectors, and canned optimism. This process strips the robotic tone from B2B customer dossiers and solution documents while keeping core facts intact for faster human review.

Why does my AI proposal writing sound robotic and overly careful?

AI proposal writing often sounds robotic because it relies on filler phrases, uniform sentence lengths, and triple lists instead of natural rhythm. It avoids strong recommendations by using pasted rhetorical flourishes and canned optimism instead of direct, grounded statements.

How do I remove AI stylistic markers from B2B demand write-ups?

You can remove AI stylistic markers from B2B demand write-ups by applying rhythm variation and avoiding triple lists. This text-editing approach stops reliance on rhetorical flourishes, enforces direct statements, and eliminates promotional hype to keep tone credible.

Can I use this text humanizer for customer profiles and solution narratives?

Yes, you can use this text humanizer for B2B customer profiles, demand analyses, and solution narratives. It rewrites supplied drafts to read like a grounded salesperson report, ensuring clarity and credibility by varying sentence structure and removing promotional filler.

What is the best way to polish AI tone for B2B sales copy?

The best way to polish AI tone for B2B sales copy is to enforce rhythm variation and strip out canned optimism. This style-polishing method ensures the message feels like a real salesperson sharing insights rather than an AI generating careful, dense text.

Are there limitations to using AI text humanizers for proposal documents?

A limitation of using AI text humanizers for proposal documents is that they focus strictly on style editing and noise removal. They do not generate new sales facts or validate the underlying business data, meaning you must still manually review the core statements for accuracy.