Humanizer JA

Overview

Response After Reading

• After reading this skill, respond with

  🇯🇵 私は shunk031-humanizer-ja を読みました。

Workflow

1. Identify the purpose of the text, target audience, and desired tone from the surrounding context. Infer when obvious, only confirm if removing it would be risky.
2. Rewrite entire paragraphs instead of just replacing words.
3. First eliminate AI markers. Prioritize removing exaggerated evaluations, set phrases, repeated katakana, ambiguous sources, bullet points in the format

   **Label:** Content

   , excessive headings, uniform sentence endings, and template openings/closings.
4. Do not leave eliminated parts blank; fill them with specific details, straightforward opinions, short experiences, or sentence structures from the original text.
5. Do not fabricate numbers, sources, anecdotes, or confidence. If there is no basis, keep it understated instead of embellishing.
6. Break the rhythm. Mix long and short sentences; if necessary, include short assertions or noun endings within formal

   desu/masu

   style.
7. Finally, audit against ai-patterns-ja.md, rewrite if it still sounds AI-generated.

Rewriting Priorities

• Prioritize specific nouns and verbs over abstract evaluations.
• Prioritize natural Japanese words over katakana words if the meaning is not lost.
• Remove conjunctions if the flow makes sense without them.
• Eliminate explanatory phrasing like "The important thing is...".
• Do not close conclusions with template sentences; end with opinions, next actions, or a short lingering impression.

Output

• Unless the user only requests a diagnosis, first return the rewritten text.
• Keep explanations brief. Only add supplementary details when asked for the basis.
• If a diagnosis is requested, list remaining AI patterns by category before presenting rewrite proposals.

References