quality-complaint-8d-report

quality-complaint-8d-report Business Diagnostic Assistant

Quick Start

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Overview

The Business Diagnostic Assistant is used to answer "how should this be done," 8D, quality customer complaints, and manufacturing. It is suitable for operations, managers, manufacturing, and 8D to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as customer complaint problem descriptions, pasted customer complaints, defect descriptions, occurrence batches, quantities, impact, and customer requirements, 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 such as "how should this be done," need to quickly break down goals, determine priorities, and form executable results
• Operations, managers, manufacturing, and 8D need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant
• Users have already prepared customer complaint problem descriptions (paste customer complaints, defect descriptions, occurrence batches, quantities, impact, and customer requirements), 8D focus (choose the direction that most needs priority handling in this quality customer complaint 8D report draft), and customer complaint material links (fill in publicly accessible quality standards, product descriptions, or customer complaint record links), and hope to organize them into executable analysis or optimization results
• Users need to turn Business Diagnostic Assistant-related materials 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 '{"complaintCaseText":"客诉问题描述"}'

Parameter Description

Parameter	Type	Required	Default	Description
complaintCaseText	string	No	-	Paste customer complaints, defect descriptions, occurrence batches, quantities, impact, and customer requirements
eightDReportFocus	string	No	问题定义	Choose the direction that most needs priority handling in this quality customer complaint 8D report draft; optional values:问题定义、根因假设、纠正措施、客户回复
complaintRecordLink	string	No	-	Fill in publicly accessible quality standards, product descriptions, or customer complaint record links; a complete accessible URL is required
productBatchContext	string	No	-	Describe product model, batch, process, supplier, inspection criteria, and shipment time
qualityEvidenceFile	string	No	-	Upload inspection records, image descriptions, 8D templates, inspection data, or customer emails
containmentActionNotes	string	No	-	Supplement containment actions already taken, inventory isolation, rework, customer communication, and responsible person arrangements

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.

Supported Input Formats

This skill directly accepts JSON parameters; if the parameters contain link fields, 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 '{"complaintCaseText":"客诉问题描述"}'

Equivalent --params JSON：

{
  "complaintCaseText": "客诉问题描述"
}

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 customer complaint problem description (paste the customer complaint, defect description, occurrence batch, quantity, impact, and customer requirements.), 8D focus (select the direction that most needs priority handling in this quality customer complaint 8D report draft.), customer complaint material link (fill in publicly accessible quality standards, product descriptions, or customer complaint record links.) to extract key context and judgment basis.
• Next steps: provide priorities, execution recommendations, 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 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 given.
• 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