clinic-service-review-analysis

clinic-service-review-analysis business diagnostic assistant

Quick Start

More Skills

Overview

The business diagnostic assistant is used to answer "how should this be done," clinic operations, review analysis, and service experience. It is suitable for operations, marketing, healthcare, and education and training to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as clinic review text and pasted anonymized reviews from Dianping, Xiaohongshu, private-domain feedback, or customer service records, 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 operations, marketing, healthcare, and education and training need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the business diagnostic assistant
• When users have already prepared uploaded review exports (upload review forms, customer service records, NPS details, or complaint summaries), clinic review text (paste anonymized reviews from Dianping, Xiaohongshu, private-domain feedback, or customer service records), and clinic page links (fill in publicly accessible store pages, review pages, or service item pages), and want to organize them into executable analysis or optimization results
• When users need to turn materials related to the business diagnostic assistant into clear conclusions, priorities, and next steps

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 '{"clinicReviewFile":"上传评价导出"}'

Parameter Description

Parameter	Type	Required	Default	Description
clinicReviewFile	string	No	-	Upload review forms, customer service records, NPS details, or complaint summaries
clinicReviewText	string	No	-	Paste anonymized reviews from Dianping, Xiaohongshu, private-domain feedback, or customer service records
clinicListingLink	string	No	-	Fill in publicly accessible store pages, review pages, or service item pages; a complete accessible URL is required
responseToneNotes	string	No	-	Supplement with existing reply templates, prohibited expressions, service commitments, and rectification resources
clinicAnalysisFocus	string	No	差评根因	Select the direction that needs the highest priority in this clinic service review analysis; optional values:差评根因、服务动线、回复建议、改进清单
clinicServiceContext	string	No	-	Describe the city, department, service item, customer group, price range, and recent operational actions

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 table lookup.

Supported Input Formats

This skill currently accepts JSON parameters directly; if the parameters include a link field, 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 '{"clinicReviewFile":"上传评价导出"}'

Equivalent --params JSON：

{
  "clinicReviewFile": "上传评价导出"
}

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: core results organized around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: extract key context and basis for judgment by combining uploaded review exports (upload review tables, customer service records, NPS details, or complaint summaries.), clinic review text (paste anonymized reviews from Dianping, Xiaohongshu, private domain feedback, or customer service records.), and clinic page links (fill in publicly accessible store pages, review pages, or service item pages.).
• 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 "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 the input materials are limited, it is recommended to have the user supplement the goals, audience, constraints, or raw 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