enterprise-ai-usecase-priority-assessment

enterprise-ai-usecase-priority-assessment Business Diagnostic Assistant

Quick Start

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Overview

The Business Diagnostic Assistant is used to answer “How should this be done?”, enterprise AI, scenario assessment, ROI, and is suitable for technical, managerial, software, and enterprise AI users to invoke after clarifying business goals, content materials, or analysis objects. It combines inputs such as the AI scenario checklist, pasted candidate scenarios, business processes, pain points, user groups, expected benefits, and constraints, organizes key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• When users raise questions like “How should this be done?” and need to quickly break down goals, determine priorities, and form executable results
• When technical, managerial, software, and enterprise AI users need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant
• When users have already prepared AI planning reference links (provide publicly accessible strategy materials, industry cases, internal public pages, or explanatory links.), an AI scenario checklist (paste candidate scenarios, business processes, pain points, user groups, expected benefits, and constraints.), and enterprise and department background (describe industry, department, scale, data foundation, system status, and governance requirements.), and want to organize them into executable analysis or optimization results
• When users need to turn Business Diagnostic Assistant-related materials into clear conclusions, priorities, and next-step actions

How to Invoke

Invoke 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 '{"aiStrategyLink":"https://v.douyin.com/xxxxx"}'

Parameter Description

Parameter	Type	Required	Default	Description
aiStrategyLink	string	No	-	Provide publicly accessible strategy materials, industry cases, internal public pages, or explanatory links; a complete accessible URL must be passed
aiUsecaseListText	string	No	-	Paste candidate scenarios, business processes, pain points, user groups, expected benefits, and constraints
enterpriseContext	string	No	-	Describe industry, department, scale, data foundation, system status, and governance requirements
dataReadinessNotes	string	No	-	Supplement data availability, process owner, budget, compliance boundaries, and implementation cycle
aiUsecaseWorkbookFile	string	No	-	Upload the AI scenario pool, interview records, process diagrams, ROI calculations, or project list
priorityAssessmentFocus	string	No	价值大小	Select the direction that most needs priority handling in this enterprise AI scenario priority assessment; optional values:价值大小、落地难度、数据准备、试点路线

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 tables.

Supported Input Formats

This skill directly accepts JSON parameters; if a parameter contains a link field, pass a complete, accessible URL.

Example Request

The following example parameters can be passed directly to scripts/run.py, the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"aiStrategyLink":"https://v.douyin.com/xxxxx"}'

Equivalent --params JSON：

{
  "aiStrategyLink": "https://v.douyin.com/xxxxx"
}

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 AI planning reference links (fill in publicly accessible strategy materials, industry cases, internal public pages, or explanatory links.), AI scenario list (paste candidate scenarios, business processes, pain points, user groups, expected benefits, and constraints.), and enterprise and department background (explain the industry, department, scale, data foundation, system status, and governance requirements.) to extract key context and bases 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 questions 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