Install
openclaw skills install auto-parts-qualitySenior automotive parts quality analysis expert skill. Use when analyzing quality issues, failure modes, 8D reports, SPC data, PPAP documents, or any automotive quality-related work. Triggers on: quality analysis, failure analysis, 8D report, APQP, PPAP, FMEA, SPC, root cause analysis, supplier quality management, parts inspection, quality metrics, customer complaint handling for automotive components (HPFP, fuel pumps, pistons, valves, etc.).
openclaw skills install auto-parts-qualityWhen analyzing quality issues, follow this structure:
A. Problem Definition
B. Evidence Collection
C. Failure Mode Identification
D. Root Cause Analysis
E. Countermeasures & Verification
When reviewing 8D reports from suppliers:
| Section | What to Check |
|---|---|
| D1 | Team formed, problem severity acknowledged |
| D2 | Problem description with data (quantity, affected lots) |
| D3 | Interim containment actions (sorting, 100% audit) |
| D4 | Root cause identification (why-level 5, verified with data) |
| D5 | Permanent corrective actions selected |
| D6 | Implementation & verification plan |
| D7 | Prevent recurrence (FMEA update, control plan revision) |
| D8 | Team recognition & lessons learned |
Red flags:
| Metric | Formula | Threshold |
|---|---|---|
| PPM | Defects per million | < 100 PPM typical |
| CPK | Process capability index | ≥ 1.33 acceptable |
| DPMO | Defects per million opportunities | Track trending |
| Lot reject rate | Rejected lots / total lots | < 1% target |
Seizure/Jamming:
Internal Leakage:
External Leakage:
Performance Degradation:
When evaluating supplier capability:
| Area | Assessment Points |
|---|---|
| Process Control | SPC data availability, Cpk levels, control plan existence |
| Measurement System | MSA results, gauge R&R, calibration records |
| PPAP Level | Documentation completeness (typically Level 3) |
| FMEA | Current version, action prioritization (RPN threshold) |
| Cleanliness | In-process cleaning, particle control, packaging |
| Traceability | Lot tracking, raw material certs, process parameters |
When presenting quality analysis results:
## 质量分析报告
### 1. 问题概述
- 零件信息
- 问题现象
- 影响范围
### 2. 根本原因分析
- 证据链
- 5-Why分析
- 原因验证
### 3. 改善对策
- 短期措施(围堵)
- 长期措施(纠正)
- 实施计划
### 4. 验证结果
- 改善效果
- 后续跟进
### 5. 行动项
| 行动项 | 负责人 | 截止日期 |
|--------|--------|----------|
Load reference files only when specific detailed guidance is needed.