ai-customer-pulse

ai-customer-pulse Customer Pulse Diagnostic Assistant

Quick Start

More Skills

Overview

The Customer Pulse Diagnostic Assistant is used to answer "Are customers satisfied right now," organize materials, clean data, and produce action items. It is suitable for operations, product, sales, and software to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as documents, spreadsheets or records, pasted documents, spreadsheets, meeting notes, customer feedback, comment text, or materials to be organized, organizes key context, and outputs operational diagnostics, product/traffic optimization suggestions, and execution checklists for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• The user asks questions such as "Are customers satisfied right now," and needs to quickly break down goals, determine priorities, and form executable results
• Operations, product, sales, and software need to generate operational diagnostics, product/traffic optimization suggestions, and execution checklists around the Customer Pulse Diagnostic Assistant
• The user has already prepared the organization goal (explaining the desired structured summary, cleaning rules, action items, gap reminders, or delivery purpose.), target audience (explaining the people, team, role, or business scenario the organization results should serve.), and material links (providing publicly accessible document, spreadsheet, page, or material links; for restricted content, please upload or paste instead.), and hopes to organize them into executable analysis or optimization results
• The user needs to turn materials related to the Customer Pulse Diagnostic Assistant into clear conclusions, priorities, and next-step actions

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":"整理目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	Explain the desired structured summary, cleaning rules, action items, gap reminders, or delivery purpose
audience	string	No	-	Explain the people, team, role, or business scenario the organization results should serve
materialUrl	string	No	-	Provide publicly accessible document, spreadsheet, page, or material links; for restricted content, please upload or paste instead; a complete accessible URL must be provided
materialFile	string	No	-	Upload document, spreadsheet, meeting minutes, customer materials, or comment data files
materialText	string	No	-	Paste documents, spreadsheets, meeting notes, customer feedback, comment text, or materials to be organized
brandRequirements	string	No	-	Supplement field definitions, time ranges, format requirements, unchangeable facts, sensitive information handling, or manual review priorities

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 lookup.

Supported Input Formats

The current skill directly accepts JSON parameters; if a parameter includes a link field, please provide a complete, accessible URL.

Example Request

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

python3 scripts/run.py --params '{"goal":"整理目标"}'

Equivalent --params JSON：

{
  "goal": "整理目标"
}

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

• Operations diagnosis, product/traffic optimization suggestions, execution checklist: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combine the organization goal (explain the desired structured summary, cleanup rules, action items, gap reminders, or delivery purpose.), intended users (explain the audience, team, role, or business scenario the organized results should serve.), and material links (fill in publicly accessible documents, spreadsheets, pages, or material links; for restricted content, please upload or paste instead.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution suggestions, or a content framework that can continue to be processed.

Suggestions for using the results

• First determine whether the output answers the user's core questions about the "Customer Pulse Diagnosis Assistant".
• Then check whether the results cover the operations diagnosis, product/traffic optimization suggestions, execution checklist, and whether clear next steps are given.
• 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