ai-seo-3

ai-seo-3 SEO Content Optimization Assistant

Quick Start

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Overview

The SEO Content Optimization Assistant is used to answer "Can the content be found in search?", performance diagnostics, website quality, and experience metrics. It is suitable for technical, product, marketing, and software users to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as pages, keywords or content materials, pasted page content, keywords, site structure, search goals, competitor summaries, or optimization questions. It organizes key context and outputs content diagnostics, structured optimization recommendations, and actionable publishing checklists, making it easy to continue execution, review, or deliver. Capability positioning supplement: skills.sh all-time/hot signals show that seo has user demand; the platform presents it as a content_marketing business assistant directory, outputting reviewable diagnostics, recommendations, or production preparation packages.

When to Use

Applicable Scenarios

• The user asks questions such as "Can the content be found in search?" and needs to quickly break down goals, determine priorities, and produce actionable results
• technical, product, marketing, and software need to generate content diagnostics, structured optimization recommendations, and actionable publishing checklists around the SEO Content Optimization Assistant
• The user has already prepared optimization goals (explain the keywords, search intent, visibility, citation opportunities, or conversion goals to improve.), target audience (explain search users, target market, industry, purchase stage, or content audience.), and page or site links (fill in publicly accessible pages, sites, SERPs, competitors, or reference links.), and wants to organize them into actionable analysis or optimization results
• The user needs to turn SEO Content Optimization Assistant-related materials 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":"优化目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	Explain the keywords, search intent, visibility, citation opportunities, or conversion goals to improve
audience	string	No	-	Explain search users, target market, industry, purchase stage, or content audience
materialUrl	string	No	-	Fill in publicly accessible pages, sites, SERPs, competitors, or reference links; a complete accessible URL must be provided
materialFile	string	No	-	Upload content drafts, keyword lists, site structure, audit reports, or SEO planning materials
materialText	string	No	-	Paste page content, keywords, site structure, search goals, competitor summaries, or optimization questions
brandRequirements	string	No	-	Supplement target regions, languages, brand restrictions, unchangeable facts, compliance requirements, or key points for manual review

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

Parameter Value Reference

The current skill has no categorical parameters that require additional table lookup.

Supported Input Formats

The current skill directly receives 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":"优化目标"}'

Equivalent --params JSON：

{
  "goal": "优化目标"
}

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

• Content diagnosis, structured optimization suggestions, actionable publishing checklist: core results organized around user goals that can be read, reviewed, or delivered directly.
• Interpretation of input materials: combine the optimization goal (explain the keywords, search intent, visibility, citation opportunities, or conversion goals to be improved.), target audience (explain search users, target market, industry, purchase stage, or content audience.), page or site links (provide publicly accessible pages, sites, SERPs, competitor, or reference links.) to extract key context and basis for judgment.
• 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 question about the "SEO Content Optimization Assistant".
• Then check whether the results cover content diagnosis, structured optimization suggestions, actionable publishing checklist, and whether clear next steps are provided.
• 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