humaniser

Rewrite AI-sounding business text into natural, direct NZ English.

Updated Mar 22, 2026
One-click install
npx skills add https://github.com/engineai-nz/engineai-skills --skill humaniser-engineai-nz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humaniser
Source: https://github.com/engineai-nz/engineai-skills/tree/main/humaniser
Command: npx skills add https://github.com/engineai-nz/engineai-skills --skill humaniser-engineai-nz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes common AI writing patterns (inflation, filler, hedging, and chatbot-like wrap-ups) and rewrites content in a natural, direct voice that fits professional business communication.

Core Features & Use Cases

  • AI-pattern stripping: Detects and removes promotional fluff, vague attributions, formulaic phrasing, and other “LLM-like” signals to reduce robotic language.
  • Voice shaping by document type: Rewrites into the right register for RFP/tender responses, SOWs and proposals, client emails, and internal pitches/business cases.
  • Optional “what changed” summary: When requested, provides a brief changelog of key patterns removed and voice adjustments made.

Quick Start

Use the humaniser skill to rewrite the following text so it sounds natural and not like AI: paste your draft and ask for it to be humanised for a client-facing RFP response.

Frequently Asked Questions about humaniser

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

FAQPage Schema
How do I make AI writing sound more human for business communication?

To make AI writing sound more human for business communication, the Skill strips inflated promotional language, hedging, and chatbot artefacts, then rewrites the text in a direct, natural voice. It applies a two-pass process to calibrate sentence rhythm and register.

What is the best way to rewrite an RFP tender response so it does not sound robotic?

Rewriting an RFP tender response to remove robotic tone involves detecting formulaic phrasing and vague attributions, then shaping the voice to fit professional document standards. The Skill calibrates register and NZ English conventions specifically for tender responses.

How do you remove AI patterns and chatbot artefacts from client emails?

Removing AI patterns and chatbot artefacts from client emails requires identifying formulaic phrasing and hedging, then rewriting the content in a direct, natural business voice. The Skill adjusts sentence rhythm and register specifically for client-facing email communication.

Can I adjust the tone of a proposal to match a specific professional document type?

You can adjust the tone of a proposal by rewriting the content to fit the target document type, such as SOWs, internal pitches, or business cases. The Skill calibrates the register and sentence rhythm to match the specific professional context.

Does the humaniser Skill show what changes were made to the original AI draft?

Yes, the humaniser Skill can provide a what changed summary when requested. This optional changelog details the key AI patterns removed and the specific voice adjustments made during the two-pass rewriting process.

What types of business documents can be humanised to remove AI-sounding text?

Business documents that can be humanised include RFP and tender responses, statements of work, proposals, client emails, and internal pitch documents. The Skill processes any text described as AI-sounding or too robotic to produce natural prose.