ai-content-creator

ai-content-creator copy diagnosis assistant

Quick Start

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Overview

The copy diagnosis assistant is used to answer "Can this copy move people?", for content production, copy optimization, and publishing preparation. It is suitable for content creators, marketing, operations, and content media to use after clarifying business goals, content materials, or analysis targets. It will combine inputs such as the topic, draft or reference materials, pasted topic, draft, channel requirements, reference materials, selling point information, or publishing goals, organize the key context, and output content diagnosis, optimization suggestions, and an action checklist, making it easy to continue 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, marketing, operations, and content media need to generate content diagnosis, optimization suggestions, and an action checklist around the copy diagnosis assistant.
• The user has already prepared content goals (explaining the desired publishing goals, conversion goals, rewriting direction, or evaluation criteria.), target audience (explaining the audience, roles, purchase stage, or usage scenarios the content is aimed at.), and reference content links (providing publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead.), 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":"内容目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	Explain the desired publishing goals, conversion goals, rewriting direction, or evaluation criteria.
audience	string	No	-	Explain the audience, roles, purchase stage, or usage scenarios the content is aimed at.
materialUrl	string	No	-	Provide publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead; a complete accessible URL is required.
materialFile	string	No	-	Upload drafts, brand materials, channel requirements, reference materials, or content planning files.
materialText	string	No	-	Paste the topic, draft, channel requirements, reference materials, selling point information, or publishing goals.
brandRequirements	string	No	-	Supplement with brand tone, channel rules, format requirements, unchangeable facts, compliance restrictions, or key points for pre-publishing review.

For the complete machine-readable parameter structure, see references/form-schema.json。

Parameter Value Reference

This skill currently has no categorical parameters that require an additional lookup table.

Supported Input Formats

This skill currently accepts JSON parameters directly; if the parameters include link fields, pass complete, accessible URLs.

Example Request

The example parameters below can be passed directly to scripts/run.py, the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"内容目标"}'

Equivalent --params JSON：

{
  "goal": "内容目标"
}

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

• Content diagnosis, optimization suggestions, execution checklist: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combine the content goals (explain the intended publishing goals, conversion goals, rewriting direction, or evaluation criteria.), target audience (explain the audience the content is aimed at, their roles, buying stage, or usage scenarios.), reference content links (provide publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead.) to extract key context and judgment basis.
• Next steps: provide priorities, execution suggestions, or a content framework that can be further processed.

Suggestions for using the results

• First determine whether the output answers the user's core questions about the "Copy Diagnosis Assistant."
• Then check whether the results cover the content diagnosis, optimization suggestions, execution checklist, and whether they provide clear next steps.
• If there is little input material, 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