Overview
The Chinese Polishing and De-AI-Flavor Assistant is used to answer "how to remove the AI flavor", Chinese rewriting, AI writing traces, and copy polishing. It is suitable for marketing, operations, content creators, and product teams to call after clarifying business goals, content materials, or analysis objects. It will combine the text to be de-AI-flavored, paste Chinese content that needs to be made more natural, which can be AI-generated articles, marketing copy, social... and other inputs, organize key context, and output AI writing trace diagnosis, naturalized rewritten drafts, and explanations of problematic passages, making it easy to continue execution, review, or delivery. Capability positioning supplement: Chinese content creators, operations, and marketing teams often need to turn AI-generated drafts into publishable drafts that are more natural and more like real human writing, suitable for building into a text diagnosis and rewriting skill on the platform.
When to Use
Applicable Scenarios
- Users ask questions like "how to remove the AI flavor" and need to quickly break down goals, judge priorities, and form executable results
- Marketing, operations, content creators, and product teams need to generate AI writing trace diagnosis, naturalized rewritten drafts, and explanations of problematic passages around the Chinese Polishing and De-AI-Flavor Assistant
- Users have already prepared rewriting goals (for example, more like a real person, more colloquial, more professional, more opinionated, more suitable for publishing, or reducing marketing tone.), target readers (explain who the readers are, what they are familiar with, and what they care about most in the content.), public text links (fill in links to articles, pages, notes, or documents that can be accessed without logging in.), and hope to organize them into executable analysis or optimization results
- Users need to turn materials related to the Chinese Polishing and De-AI-Flavor Assistant into clear conclusions, priorities, and next steps
How to Call
Call the AI Skills API directly through the exported Python runner:
Command Example
Basic Call
python3 scripts/run.py --params '{}'
Call with Common Parameters
python3 scripts/run.py --params '{"goal":"改写目标"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
goal |
string | No | - | For example, more like a real person, more colloquial, more professional, more opinionated, more suitable for publishing, or reducing marketing tone |
audience |
string | No | - | Explain who the readers are, what they are familiar with, and what they care about most in the content |
materialUrl |
string | No | - | Fill in links to articles, pages, notes, or documents that can be accessed without logging in; a complete accessible URL must be provided |
reviewDepth |
string | No | 标准改写 |
Choose whether to only do quick de-flavoring, standard rewriting, or deep rewriting with explanations of the reasons for changes; optional values:快速去味、标准改写、深度重写 |
materialFile |
string | No | - | Supports text manuscripts such as docx, pdf, md, txt, etc., suitable for submitting article drafts, reviewed versions, or long-form materials |
materialText |
string | No | - | Paste Chinese content that needs to be made more natural, which can be AI-generated articles, marketing copy, long social media posts, course scripts, or explanatory texts |
targetPlatform |
string | No | 通用中文内容 |
Choose the scenario in which the text will ultimately be published or delivered; optional values:通用中文内容、公众号文章、小红书笔记、官网博客、营销落地页、课程讲稿、知识库文档 |
tonePreference |
string | No | - | For example, natural spoken language, professionally restrained, creator first-person, brand-official but not stiff. |
brandRequirements |
string | No | - | Supplement the facts that must be retained, brand statements, prohibited words, compliance boundaries, or tone that cannot be changed. |
For the complete machine-readable parameter structure, see references/form-schema.json。
Parameter Value Reference
The current skill has no categorical parameters that require additional lookup.
Supported Input Formats
The current skill directly accepts JSON parameters; if the parameters include a link field, pass the complete, accessible URL.
Example Request
The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.
python3 scripts/run.py --params '{"goal":"改写目标"}'
Equivalent --params JSON：
{
"goal": "改写目标"
}
Example Return Result
{
"success": true,
"data": {
"message": "示例结果请以技能真实返回结构为准。"
},
"meta": {
"executionTime": 842,
"cached": false
}
}
Deliverables
- AI writing trace diagnosis, naturalized rewrite draft, problem fragment explanation: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
- Input material interpretation: combine the rewrite goals (for example, more like a real person, more colloquial, more professional, more opinionated, more suitable for publishing, or reducing marketing tone.), target readers (explain who the readers are, what they are familiar with, and what they care about most in the content.), public text link (fill in links to articles, pages, notes, or documents that can be accessed without logging in.) to extract key context and the basis for judgment.
- Next steps: provide priorities, execution suggestions, or a content framework that can continue to be processed.
Suggestions for Using the Results
- First determine whether the output answers the user's core question about the "Chinese Polishing and De-AI-Flavoring Assistant".
- Then check whether the results cover the AI writing trace diagnosis, naturalized rewrite draft, and problem fragment explanation, and whether clear next steps are given.
- If there is little input material, it is recommended to ask the user to supplement the goals, audience, constraints, or original materials before running.
Preparation Before Running
AISKILLS_BASE_URL: defaulthttps://ai-skills.aiAISKILLS_API_KEY: required, used for authenticated callsAISKILLS_TENANT_ID: defaultdefault