firecrawl-scrape

firecrawl-scrape Business Diagnosis Assistant

Overview

The Business Diagnosis Assistant is used to answer "how should this be done," web research, public information, and competitor analysis. It is suitable for marketing, operations, product, and sales teams to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as single-page body excerpts, pasted single public page body text, product page text, article excerpts, FAQs, announcements, or visible page... to organize key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

Users raise questions like "how should this be done," requiring rapid breakdown of goals, identification of priorities, and formation of actionable results
Marketing, operations, product, and sales teams need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnosis Assistant
Users have already prepared a single-page extraction target (e.g., field definitions, page summaries, evidence archiving, compliance review, or pre-import organization.), extraction table readers (data organization personnel, content editors, operations, sales, researchers, and other users who fill in the data.), single-page public links (fill in single-page URLs accessible without login, page titles, canonical links, or link me...), and hope to organize them into actionable analysis or optimization results
Users need to convert Business Diagnosis 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 Call

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

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"单页提取目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
`goal`	string	No	-	For example, field definitions, page summaries, evidence archiving, compliance review, or pre-import organization
`audience`	string	No	-	Fill in data organization personnel, content editors, operations, sales, researchers, and other users
`materialUrl`	string	No	-	Fill in single-page URLs accessible without login, page titles, canonical links, or link metadata; a complete accessible URL must be provided
`reviewDepth`	string	No	`标准诊断`	Select Quick Single-Page Card, Standard Extraction Table, or Deep Evidence Table; optional values:`快速体检`、`标准诊断`、`深度改稿`
`materialFile`	string	No	-	Upload single-page saved drafts, screenshot transcriptions, PDFs, Markdown, TXT, or page materials
`materialText`	string	No	-	Paste a single public page body, product page text, article excerpt, FAQ, announcement, or visible page fragment
`targetPlatform`	string	No	-	Specify that the results will be used for a database, content management, product table, lead table, knowledge base, or other system
`brandRequirements`	string	No	-	Supplement output specifications, citation standards, brand compliance, field naming rules, or prohibited expressions

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

Parameter Value Reference

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

Supported input formats

This skill currently accepts JSON parameters directly; 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":"单页提取目标"}'

Equivalent --params JSON：

{
  "goal": "单页提取目标"
}

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: combined with the single-page extraction goal (for example, field definitions, page summaries, evidence archiving, compliance review, or pre-import organization.), the extraction table audience (fill in data organization personnel, content editors, operations, sales, researchers, and other users.), and the single-page public link (fill in a single-page URL that can be accessed without logging in, page title, canonical link, or link me...), extract key context and the basis for judgment.
Next steps: 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 steps 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