humanizer

Apply tone patterns and guardrails to draft warm human-sounding GitHub responses.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/jperezdelreal/GymBro --skill humanizer-jperezdelreal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/jperezdelreal/GymBro/tree/main/.copilot/skills/humanizer
Command: npx skills add https://github.com/jperezdelreal/GymBro --skill humanizer-jperezdelreal

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps PAO ensure every external-facing message is warm, helpful, and human-sounding, avoiding robotic or overly corporate phrasing.

Core Features & Use Cases

  • Tone guidelines that promote warmth, direct address, and empathy in replies.
  • Structured patterns for openings, statements of action, and closings, plus handling of uncertainty.
  • Use Case: Drafting responses for issues, discussions, and public communications while maintaining a consistent human tone.

Quick Start

Draft a warm, human-sounding GitHub response to a user issue while applying the patterns in this skill.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make automated customer support responses sound more human?

To humanize customer support responses, apply structured tone patterns that enforce warmth, direct address, and empathy markers in external communications. These guidelines replace robotic phrasing with actionable, human-sounding language.

What's the best way to draft empathetic replies for GitHub issues and discussions?

Drafting empathetic replies for GitHub issues and discussions is best handled by using structured patterns for openings, statements of action, and closings. These patterns ensure consistent warmth and active voice in public communications.

How does uncertainty handling work when humanizing external communications?

Uncertainty handling in humanized external communications works by applying specific guardrails and structured response patterns. These ensure that statements about unknowns are conveyed with warmth and direct address while maintaining a helpful tone.

Can I use tone guidelines to add profanity filtering to public communications?

Yes, you can use tone guidelines to enforce profanity filtering in public communications. The patterns include guardrails that automatically filter profanity while maintaining empathy markers and a warm, actionable tone in external-facing content.

When do I need a structured approach for tone and empathy in external-facing content?

You need a structured approach for tone and empathy in external-facing content when drafting issues, discussions, or public communications. It prevents overly corporate phrasing and ensures every message is warm, helpful, and consistently human-sounding.