
yomiyasu
AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese
The Lens
By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.
Updated Oct 2026
Yomiyasu rewrites AI-generated Japanese into Japanese that reads like a person wrote it. It targets the tells: stacked metaphors, fuzzy subject-predicate links, decorative formatting, copywriter phrasing. Its top rule is to keep each sentence's claim, emphasis and strength unchanged and never add information. It's an MIT agent skill for Claude Code, Codex and Cursor.
Install with npx skills add nanaism/yomiyasu. Two optional Python checkers, a linter and an original-versus-rewrite diff, use only the standard library and make no network calls. Without Python the skill falls back to checking by eye. Separate modes handle tech writing, business documents and essays.
Anyone publishing Japanese docs, PR descriptions or internal reports drafted with AI should try it; it costs only the tokens your agent spends. Everyone else can skip it, since it only does Japanese. The author is an ALGO ARTIS engineer, but the README says plainly this is a personal project, not a company product.
The catch: the instructions are long (around 44 KB) and load into context every time the skill triggers, and the README warns it can conflict with other Japanese style skills. It's also a one-person project that went from launch to v1.0.7 in under a week.
Free vs Self-Hosted vs Paid
fully freeFree: Everything. MIT licensed skill with two stdlib-only Python scripts.
Self-hosted: Nothing to host. Installs into your agent's skills folder; Python 3 is optional for the lint and diff checks.
Paid: None. The only cost is the tokens your agent uses, and the skill's long instructions add to every run where it triggers.
Completely free under MIT. Costs only agent tokens, and its long instructions make each run a bit heavier.
What to do by team size
- Solo
- free if you write in Japanese
- Small team
- free
- Medium team
- free; check it doesn't fight any house style skill you already use
- Large team
- free; pin a version since it's moving fast
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License: MIT License
Use freely, including commercial. Just keep the license.
Commercial use: ✓ Yes
About
- Owner
- 大賀 愛一郎(oga_aiichiro) (User)
- Stars
- 2,365
- Forks
- 64
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