humanizar

Rewrite Brazilian Portuguese text to sound natural while preserving facts and intent.

47|4|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/fabricioctelles/skills --skill humanizar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizar
Source: https://github.com/fabricioctelles/skills/tree/main/skills/humanizar
Command: npx skills add https://github.com/fabricioctelles/skills --skill humanizar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Esta Skill reduz padrões mecânicos e burocráticos em textos escritos em português brasileiro, tornando a redação mais natural sem alterar fatos, argumentos ou intenção.

Core Features & Use Cases

  • Humanização factual: Reescreve textos preservando nomes, números, datas, citações, modalidade, causalidade, código e notação.
  • Perfis de voz: Adapta o texto a registros como jornalístico, acadêmico, jurídico, didático, corporativo informal, redes sociais, WhatsApp e português simplificado.
  • Diagnóstico e validação: Identifica padrões de linguagem, composição, tom, estilo, oficialês, gerundismo e estrangeirismos antes de validar a versão final.
  • Use Case: Use a Skill para revisar um texto em PT-BR que parece genérico ou gerado por IA, mantendo sua informação original e entregando um relatório das mudanças e ressalvas.

Quick Start

Use a Skill humanizar para reescrever o texto fornecido em português brasileiro com voz natural, preservando integralmente os fatos e a intenção original.

Frequently Asked Questions about humanizar

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

FAQPage Schema
How do I make AI-generated text in Brazilian Portuguese sound more natural?

To make AI-generated Brazilian Portuguese text sound natural, use text humanization to rewrite prose while preserving facts, arguments, and intent. This process applies voice profiles to adapt the text to specific registers like academic or corporate informal.

What is fact preservation in text humanization and why does it matter?

Fact preservation in text humanization ensures that names, numbers, dates, citations, modality, and technical code remain unchanged during rewriting. It matters because it maintains the original text's accuracy and causal relationships while removing mechanical language patterns.

How do I adapt my writing style for different Portuguese voice profiles?

You adapt your writing style by selecting a specific voice profile such as journalistic, academic, legal, didactic, or WhatsApp. The text humanization process then performs a structured pattern diagnosis to align the tone and composition with the chosen profile.

Can I humanize bureaucratic text for social media posts in PT-BR?

Yes, you can humanize bureaucratic text for social media posts in PT-BR. The process supports social media and WhatsApp voice profiles, transforming generic or mechanical prose into natural language while retaining the original message's intent and facts.

How does style diagnosis work when editing AI-generated text?

Style diagnosis works by identifying mechanical patterns in language, composition, tone, officialês, gerundismo, and foreignisms before revising the text. This structured diagnosis guides the reference-based revision and validates the final version through iterative scoring.