ai-content-quality-auditor

ai-content-quality-auditor Copy Diagnosis Assistant

Quick Start

More Skills

Overview

The copy diagnosis assistant is used to answer "Can this copy be persuasive?", content production, copy optimization, and publishing preparation. It is suitable for content creators, marketing, operations, and content media to invoke after clarifying business goals, content materials, or analysis targets. It will combine inputs such as topic, draft or reference materials, pasted topic, draft, channel requirements, reference materials, selling point information, or publishing goals. to organize key context and output content diagnosis, structured optimization suggestions, and an executable publishing checklist, making it easy to continue execution, review, or delivery. Capability positioning supplement: the skills.sh hot signal shows that content-quality-auditor has user demand; the platform presents it as a content_marketing business assistant directory, outputting reviewable diagnosis, suggestions, or production preparation packages.

When to Use

Applicable Scenarios

• The user asks questions such as "Can this copy be persuasive?" and needs to quickly break down goals, determine priorities, and form executable results.
• Content creators, marketing, operations, and content media need to generate content diagnosis, structured optimization suggestions, and an executable publishing 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 stages, or usage scenarios the content is intended for.), 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 Invoke

Directly call the AI Skills API through the exported Python runner:

Command Examples

Basic Invocation

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

Invocation 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 stages, or usage scenarios the content is intended for.
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	-	Add brand tone, channel rules, formatting requirements, unchangeable facts, compliance restrictions, or key points for pre-publishing review.

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

Parameter Value Reference

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

Supported input formats

This skill currently accepts JSON parameters directly; if the parameters include a link field, 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":"内容目标"}'

Equivalent --params JSON：

{
  "goal": "内容目标"
}

Example response

{
  "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, structured optimization suggestions, and an actionable publishing checklist: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: incorporate the content goals (describe the intended publishing goals, conversion goals, rewriting direction, or evaluation criteria.), target audience (describe the audience, roles, buying stages, or usage scenarios the content is intended for.), and reference content links (provide publicly accessible articles, pages, competitor content, or reference links; for restricted content, upload or paste it instead.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution suggestions, 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 content diagnosis, structured optimization suggestions, and an actionable publishing checklist, and whether they provide clear next steps.
• 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