Auto Parts Quality Analysis

Senior 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.).

Audits

Pass

Install

openclaw skills install auto-parts-quality

Auto Parts Quality Analysis

Core Workflow

1. Quality Issue Analysis

When analyzing quality issues, follow this structure:

A. Problem Definition

  • Part name, part number, supplier
  • Symptom description (field failure, customer complaint, in-process defect)
  • Failure rate / population affected
  • Timeline (when discovered, volume shipped)

B. Evidence Collection

  • Photos / microscope images
  • Measurement data (dimensional, roughness, hardness)
  • Cleanliness analysis results (particle size, composition)
  • Test reports (8D, PPAP, material certs)

C. Failure Mode Identification

  • Surface failure (honing pattern, wear, scoring)
  • Dimensional failure (out of tolerance)
  • Material failure (crack, corrosion, contamination)
  • Assembly failure (mating, sealing)

D. Root Cause Analysis

  • Use 5-Why or Fishbone diagram logic
  • Distinguish internal vs external causes
  • Check for process drift vs sudden change
  • Verify with data (SPC, correlation analysis)

E. Countermeasures & Verification

  • Short-term containment (sorting, 100% inspection)
  • Long-term corrective action (process change, design change)
  • Effectiveness verification (pilot run, SPC monitoring)
  • Closure criteria definition

2. 8D Report Review Checklist

When reviewing 8D reports from suppliers:

SectionWhat to Check
D1Team formed, problem severity acknowledged
D2Problem description with data (quantity, affected lots)
D3Interim containment actions (sorting, 100% audit)
D4Root cause identification (why-level 5, verified with data)
D5Permanent corrective actions selected
D6Implementation & verification plan
D7Prevent recurrence (FMEA update, control plan revision)
D8Team recognition & lessons learned

Red flags:

  • Root cause stated as "human error" without systemic fix
  • Countermeasures not linked to root cause
  • No data supporting root cause conclusion
  • No effectiveness verification plan

3. Key Automotive Quality Metrics

MetricFormulaThreshold
PPMDefects per million< 100 PPM typical
CPKProcess capability index≥ 1.33 acceptable
DPMODefects per million opportunitiesTrack trending
Lot reject rateRejected lots / total lots< 1% target

4. Common Failure Modes for HPFP/Fuel System Parts

Seizure/Jamming:

  • Insufficient honing pattern (RVK too shallow, angle wrong)
  • Lubrication failure (oil starvation, contamination)
  • Thermal overload (clearance too tight)
  • Material mismatch (surface hardness)

Internal Leakage:

  • Valve seat damage (contamination, wear)
  • Spring failure (fatigue, corrosion)
  • Foreign material embedded in sealing surfaces

External Leakage:

  • Seal damage (installation damage, aging)
  • Connector fitting issues (thread debris, torque)
  • Housing crack (stress concentration)

Performance Degradation:

  • Pressure drop (restricted flow, pump wear)
  • Noise/vibration (bearing failure, cavitation)
  • Calibration drift (sensor issues, contamination)

5. Supplier Quality Assessment

When evaluating supplier capability:

AreaAssessment Points
Process ControlSPC data availability, Cpk levels, control plan existence
Measurement SystemMSA results, gauge R&R, calibration records
PPAP LevelDocumentation completeness (typically Level 3)
FMEACurrent version, action prioritization (RPN threshold)
CleanlinessIn-process cleaning, particle control, packaging
TraceabilityLot tracking, raw material certs, process parameters

6. Report Structure for Quality Analysis

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 |
|--------|--------|----------|

Reference Files

  • references/qc-tools.md - SPC, MSA, FMEA templates and guidelines
  • references/failure-modes.md - Detailed failure mode library for fuel system components

Load reference files only when specific detailed guidance is needed.