humanizer

Audit community response drafts for tone and empathy guidelines.

1|Updated Dec 23, 2025
One-click install
npx skills add https://github.com/jonnymuir/Umbraco.Prism --skill humanizer-jonnymuir
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/jonnymuir/Umbraco.Prism/tree/main/.copilot/skills/humanizer
Command: npx skills add https://github.com/jonnymuir/Umbraco.Prism --skill humanizer-jonnymuir

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates robotic, corporate, or dismissive language in external-facing community responses, ensuring all communication remains empathetic and helpful.

Core Features & Use Cases

  • Tone Enforcement: Automatically audits drafts for passive voice, corporate jargon, and lack of empathy.
  • Pattern Guidance: Provides proven templates for common scenarios like troubleshooting, feature requests, and redirects.
  • Use Case: When drafting a response to a frustrated user reporting a bug, use this skill to ensure the tone is warm, acknowledges the issue directly, and provides a clear, human-sounding path forward.

Quick Start

Ask the humanizer skill to review your draft response to the user issue for tone and empathy improvements.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I enforce warm, human-centric communication in user support responses?▼

To enforce human-centric communication, audit your draft responses against established tone guidelines to ensure the active voice, empathy markers, and avoidance of corporate jargon are present within your public-facing workflows.

What is the best way to remove robotic tone from community support replies?▼

Removing robotic tone requires auditing drafts for passive voice and corporate jargon, replacing dismissive language with empathy markers and pattern guidance templates for troubleshooting and feature requests.

How do I audit community issue drafts for empathy and tone improvements?▼

Audit community issue drafts by checking for specific conversational constraints, ensuring the response acknowledges the issue directly, applies active voice, and provides a clear, human-sounding path forward.

Does this humanizer skill work within the PAO communication framework?▼

Yes, this skill applies to all public-facing issue and discussion workflows within the PAO communication framework, enforcing conversational constraints and tone guidelines for external-facing community responses.

When do I need to use tone enforcement for community communication?▼

Use tone enforcement when drafting external-facing community responses to frustrated users reporting bugs, ensuring the communication remains empathetic, warm, and helpful rather than robotic or dismissive.

Can I use pattern guidance templates for troubleshooting and feature requests?▼

Yes, the skill provides proven pattern guidance templates for common scenarios like troubleshooting, feature requests, and redirects, ensuring your external-facing community responses maintain an empathetic tone.