Content Locale Humanize Ja

Per-language calibration anchors for detecting AI-slop and translationese in Japanese (ja) target text — auto-loads alongside content-locale-humanize when the target language is Japanese.

Muvon Updated

File contents

Overview

Sourced calibration anchors for Japanese, feeding content-locale-humanize's AI-Slop & Translationese dimension. This is a calibration aid, not the checklist — reason natively beyond it (see the core skill's "why structure, not word lists" section).

Instructions

Sourcing confidence: anecdotal blog discourse, not quantitative research.

Katakana-loanword overuse where a native term exists — インサイト (insight), アウトプット (output), スケーラビリティ (scalability).

Hedge endings like「〜ではないでしょうか」.

Overly formal/neutral register reading emotionally flat.

Same phrase repeated within one passage instead of natural rephrasing.

References

note.com and Zenn blog discourse; ai-souken.com.

Muvon/octomind-tap/tree/main/skills/content-locale-humanize-ja commit d958229d95

Frequently asked questions

npx skillmds@latest add muvon/content-locale-humanize-ja