skills.rest
TianyiDataScienceTianyiDataScienceCommunity·1 Agent Skills Included

humanize

Rewrites Chinese copy to sound natural and human

Rewrites Chinese emails, customer replies, WeChat messages, and social media posts so they read like a real person wrote them. Removes template phrases, customer-service clichés, and over-polished wording while keeping the original meaning and required facts. Scores every draft locally, compares candidates, and shows the full revision process so users see why the final version was chosen.
88|19
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npx skills add TianyiDataScience/humanize --all -g -y
Available:

Instructs the agent to always run the single official CLI command with the user's full request, never handwrite rewrites or pick winners itself, and return only the markdown between the final response markers.

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TianyiDataScienceTianyiDataScience

humanize

Rewrite Chinese communication copy to sound natural and human.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install humanize?▼

Run `npx skills add TianyiDataScience/humanize --all -g -y` in your terminal to install the skill globally.

How to make Chinese copy sound less like AI?▼

Pass your draft or task to the skill and it generates multiple candidate rewrites, scores them with a local model, and keeps the most natural version while preserving your facts and constraints.

Does humanize work with Claude Code and OpenClaw?▼

Yes. It follows the standard SKILL.md format and runs the same CLI command in Claude Code, OpenClaw, CoPaw, Hermes, or any compatible agent.

Does humanize need a paid API key?▼

No. It uses a free open-source local scoring model and can run in heuristic-only mode or connect to your own local model endpoint.

Can I use humanize without coding experience?▼

Yes. Just describe your task in plain language, such as asking to make a customer reply sound more natural, and the agent handles the rest.

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