ai-content-strategy

ai-content-strategy Copy Diagnosis Assistant

Quick Start

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Overview

The copy diagnosis assistant is used to answer "Can this copy resonate?", content production, copy optimization, and publication preparation. It is suitable for content creators, marketing, operations, and content media to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as topic, draft or reference materials, pasted topic, draft, channel requirements, reference materials, selling point information, or publication goals, organizes key context, and outputs a topic map, content gaps, and a prioritized roadmap for further execution, review, or delivery. Capability positioning supplement: content strategy is suitable for undertaking recent AI search and brand content growth needs.

When to Use

Applicable Scenarios

• The user asks questions such as "Can this copy resonate?" and needs to quickly break down goals, determine priorities, and form actionable results
• Content creators, marketing, operations, and content media need to generate a topic map, content gaps, and a prioritized roadmap around the copy diagnosis assistant
• The user has already prepared content goals (explain the desired publication goals, conversion goals, rewrite direction, or evaluation criteria.), target audience (explain the audience, roles, purchase stage, or use scenarios the content is aimed at.), reference content links (fill in publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead.), and hopes to organize them into actionable analysis or optimization results
• The user needs to turn materials related to the copy diagnosis assistant into clear conclusions, priorities, and next steps

How to Invoke

Call the AI Skills API directly 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 publication goals, conversion goals, rewrite direction, or evaluation criteria
audience	string	No	-	Explain the audience, roles, purchase stage, or use scenarios the content is aimed at
materialUrl	string	No	-	Fill in 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 topic, draft, channel requirements, reference materials, selling point information, or publication goals
brandRequirements	string	No	-	Supplement brand tone, channel rules, format requirements, unchangeable facts, compliance restrictions, or key points for pre-publication 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 directly accepts JSON parameters; if the parameters include link fields, please pass complete, accessible URLs.

Example request

The following example parameters 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 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

• Topic map, content gaps, prioritized roadmap: organize core results around user goals that can be read, reviewed, or delivered directly.
• Interpretation of input materials: combine the content goal (explain the desired publishing goal, conversion goal, rewriting direction, or evaluation criteria.), target audience (explain the audience, role, buying stage, or use scenario the content is aimed at.), 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 the topic map, content gaps, and prioritized roadmap, 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