Revise AI-generated English prose to sound natural while preserving original meaning.
npx skills add https://github.com/s-choung/Research-Skills --skill humanizer-eng
Please help me install this Agent Skill. Skill: humanizer_eng Source: https://github.com/s-choung/Research-Skills/tree/main/skills/humanizer_eng Command: npx skills add https://github.com/s-choung/Research-Skills --skill humanizer-eng
This Skill rewrites AI-generated English so it reads like a specific person wrote it for a specific reader, while preserving meaning and avoiding invented details.
Paste the English text you want revised and ask to humanize it into a natural, specific voice.
High-intent search queries and answers about installing and using this skill.
To make AI-generated text sound natural, revise the prose to remove mechanical phrasing, repetitive rhythm, inflated vocabulary, and filler transitions while preserving the original facts and meaning. This humanizes the writing so it reads like a specific person wrote it.
AI writing sounds robotic due to banned vocabulary, inflated phrasing, empty transitions, and uniform rhythm. Diagnosing the artificial text reveals these mechanical patterns, allowing you to target and revise the specific issues making the prose feel AI-generated.
Yes, humanizing AI text preserves fidelity by keeping the original facts, claims, and evidence intact without inventing new details. The revision process strictly removes artificial phrasing and filler while maintaining the exact message of your draft.
The best way to polish AI drafts is to rewrite the text by stripping banned vocabulary and empty transitions, then adjusting the rhythm. This prose editing approach transforms mechanical AI output into specific, natural English writing for reports or blog posts.
Humanizing AI text works for improving business reports and blog posts by removing uniform rhythm and filler. It revises the mechanical prose into a natural voice suitable for specific readers, without altering the underlying claims or evidence.
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