human-writing

Write and revise Chinese long-form prose with natural voice and verified material.

37|17|Updated May 4, 2025
One-click install
npx skills add https://github.com/milvus-io/milvus-workshop --skill human-writing-milvus-io
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: human-writing
Source: https://github.com/milvus-io/milvus-workshop/tree/main/agent/.agents/skills/human-writing
Command: npx skills add https://github.com/milvus-io/milvus-workshop --skill human-writing-milvus-io

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? AI-generated Chinese writing often sounds hollow, padded with repeated explanations, corporate jargon, and formulaic rhetorical moves. This Skill produces Chinese articles, stories, and scripts that read like a real person wrote them, grounded in verifiable material rather than filler. ## Core Features & Use Cases - Material-first drafting: For non-fiction over 1200 characters, it requires at least five concrete, sourced materials before writing; if material is insufficient, it researches, asks up to three questions, or shortens the piece instead of padding. - Task-specific references: Loads dedicated guidance for forum posts, reality-based writing, fiction, special formats (tutorials, reviews, speeches, scripts, poetry), and post-draft revision. - Automated style checking: Ships a Python script that scans drafts for banned patterns such as pivot rhetoric, colons, em-dashes, business jargon, and uniform sentence rhythm. - Use Case: Ask it to turn three rough ideas about a voice-notes app into a Zhihu answer; it will first check whether the material supports the target length, research or ask questions if not, then deliver a draft that passes its own prose checker. ## Quick Start Use the human-writing skill to turn my notes into a natural-sounding Chinese Zhihu answer of about 1500 characters.

Frequently Asked Questions about human-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a natural-sounding Chinese Zhihu answer with AI?

Provide your real experiences, facts, or opinions as material, and the skill drafts from a concrete speaker position. For non-fiction over 1200 characters it requires at least five verifiable materials, researching or asking questions first if they are missing.

How to remove AI-sounding phrases from Chinese writing?

Run the included check_prose.py script on your draft to detect banned patterns like pivot sentences, prompt colons, em-dashes, business jargon, and uniform sentence length. The revision reference then guides rewriting each flagged sentence into plain direct statements.

Can it write fiction and stories as well as factual articles?

Yes. Fiction tasks load a dedicated reference covering character goals, scene change, dialogue, and worldbuilding consistency, while non-fiction loads a fact-checking reference. Mixed works separate the parts that must stay accurate from the parts that can be invented.

What happens when I ask for a long article but give little material?

It will not pad the draft with repeated explanations. It first tries research, then asks up to three questions about your experience, and if material is still insufficient it delivers a shorter piece of about 600 characters instead.

Does the prose checker require any Python packages?

No. check_prose.py uses only the Python standard library, including re, argparse, and dataclasses, so it runs with a plain Python 3 installation and no pip installs.