just-scrape

just-scrape Business Diagnostic Assistant

Quick Start

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Overview

The Business Diagnostic Assistant is used to answer "how should this be done," web research, public information, and competitive analysis. It is suitable for marketing, operations, product, and sales to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as the web page body to be extracted, pasted visible text from public pages, title summaries, visible HTML content, or manual excerpts, organizes key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• Users ask questions like "how should this be done," requiring rapid goal decomposition, prioritization, and executable outcomes
• Marketing, operations, product, and sales need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant
• Users have already prepared the extraction target (e.g., quick summary, field extraction, evidence archiving, lead screening, or subsequent collection planning.), briefing readers (fill in users such as operations, sales, researchers, content editors, product managers.), and public page links (fill in page URLs accessible without login, page titles, or link metadata.), and want to organize them into executable analysis or optimization results
• Users need to turn materials related to the Business Diagnostic 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":"提取目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, quick summary, field extraction, evidence archiving, lead screening, or subsequent collection planning
audience	string	No	-	Fill in users such as operations, sales, researchers, content editors, product managers
materialUrl	string	No	-	Fill in page URLs accessible without login, page titles, or link metadata; a complete accessible URL must be provided
reviewDepth	string	No	标准诊断	Choose quick extraction, standard extraction, or deep structuring; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Upload saved web page copies, screenshot transcriptions, PDFs, Markdown, TXT, or related material packages
materialText	string	No	-	Paste visible text from public pages, title summaries, visible HTML content, or manual excerpts
targetPlatform	string	No	-	Explain that the extraction results will be used for a content library, CRM, spreadsheet, knowledge base, competitor library, or other system
brandRequirements	string	No	-	Supplement brand compliance, citation format, prohibited expressions, confidentiality requirements, or output format

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

Parameter Value Reference

The current skill has no categorical parameters requiring additional 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":"提取目标"}'

Equivalent --params JSON：

{
  "goal": "提取目标"
}

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: combine the extraction goals (for example, quick summary, field extraction, evidence archiving, preliminary lead screening, or follow-up collection planning.), briefing audience (fill in users such as operations, sales, researchers, content editors, product managers, etc.), and public page links (fill in page URLs, page titles, or link metadata that can be accessed without logging in.) to distill key context and the basis for judgment.
• Next actions: provide priorities, execution recommendations, 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 "Business Diagnostic Assistant."
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next actions are provided.
• 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