content-material-audit

content-material-audit Copy Diagnosis Assistant

Quick Start

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Overview

The Copy Diagnosis Assistant is used to answer "Can this copy move people?", content marketing, material diagnosis, and revision. It is suitable for content creators, operations, marketing, and content media to call after clarifying business goals, content materials, or analysis objects. It will combine the content to be reviewed, pasteable copy, articles, scripts, page copy, prompts, or campaign descriptions; the more complete the content, the easier the diagnosis... and other inputs, organize key context, and output a summary, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• The user asks questions such as "Can this copy move people?" and needs to quickly break down goals, judge priorities, and form executable results
• Content creators, operations, marketing, and content media need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Copy Diagnosis Assistant
• The user has already prepared conversion goals (for example, improving understanding, trust, clicks, saves, inquiries, shares, sign-ups, or conversions.), target audience (explain the audience this content is aimed at, such as potential customers, community members, platform readers, internal reviewers, or partners.), public content link (fill in articles, pages, documents, campaign pages, or public material links that can be accessed without logging in.), and hopes to organize them into executable analysis or optimization results
• The user needs to turn materials related to the Copy Diagnosis Assistant into clear conclusions, priorities, and next actions

How to Call

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Call

python3 scripts/run.py --params '{}'

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"转化目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, improving understanding, trust, clicks, saves, inquiries, shares, sign-ups, or conversions
audience	string	No	-	Explain the audience this content is aimed at, such as potential customers, community members, platform readers, internal reviewers, or partners
materialUrl	string	No	-	Fill in articles, pages, documents, campaign pages, or public material links that can be accessed without logging in; a complete accessible URL is required
reviewDepth	string	No	标准诊断	Diagnosis depth; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Supports content files such as docx, pdf, md, txt, pptx, xlsx, csv, etc., suitable for submitting cross-format drafts, spreadsheets, or material packages
materialText	string	No	-	Pasteable copy, articles, scripts, page copy, prompts, or campaign descriptions; the more complete the content, the easier it is for the diagnosis to land on specific revision points
targetPlatform	string	No	通用	Target platform; optional values:通用、小红书、抖音、公众号、SEO/AEO、落地页、广告投放
brandRequirements	string	No	-	Add brand tone, prohibited expressions, compliance restrictions, information that must be retained, and facts that cannot be changed

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill has no category parameters that require additional lookup.

Supported input formats

This skill directly accepts JSON parameters; if the parameters contain a link field, please pass a 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":"转化目标"}'

Equivalent --params JSON：

{
  "goal": "转化目标"
}

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

• Summary, diagnostic conclusions, action recommendations, and reusable deliverables: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combined with the conversion goal (for example, improving understanding, trust, clicks, saves, inquiries, shares, sign-ups, or sales.), target audience (describe the audience this content is intended for, for example, potential customers, community members, platform readers, internal reviewers, or partners.), public content link (fill in a link to an article, page, document, event page, or public material that can be accessed without logging in.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution recommendations, or a content framework that can be further developed.

Suggestions for using the results

• First determine whether the output answers the user's core question about the "Copy Diagnosis Assistant".
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next steps are given.
• If the input materials are limited, it is recommended to have the user supplement the goals, audience, constraints, or original materials before running.

Preparation before running

• AISKILLS_BASE_URL: default https://ai-skills.ai
• AISKILLS_API_KEY: required, used for authenticated calls
• AISKILLS_TENANT_ID: default default