mcpField
A
Automotivemanufacturing

Automotivemanufacturing

github.com/robdtaylorDocuments80 installs
Repository

About Automotivemanufacturing

Automotivemanufacturing is a skill for creating automotive manufacturing work instructions, SOPs, and process documents. It guides writers through safety, quality, standards alignment, and revision control for production and inspection procedures.

Key features

  1. 01Work instruction and SOP structures
  2. 02IATF 16949 and ISO 9001 alignment
  3. 03APQP/PPAP documentation guidance
  4. 04Assembly, machining, inspection, and handling guidance
  5. 05Safety and quality checks
  6. 06Revision and traceability practices

Use cases

  1. 01Drafting an operator work instruction
  2. 02Preparing an inspection procedure
  3. 03Mapping a process to IATF 16949
  4. 04Creating APQP or PPAP documents

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/robdtaylor/personal-ai-infrastructure --skill automotivemanufacturing

After installing, type/automotivemanufacturingin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

CLAUDE.md
templates/
README.md
work-instruction-template.md
sop-template.md

Details

From the project README

Automotive Manufacturing Documentation

When to Activate This Skill

  • "Write a work instruction for [process]"
  • "Create a business process for [operation]"
  • "Document manufacturing procedure"
  • "Build SOP for [automotive process]"
  • "Create APQP documentation"
  • "Write quality inspection procedure"
  • "Document assembly/machining/material handling process"

Core Document Types

1. Work Instructions (WI)

Purpose: Detailed step-by-step operator guidance Key Elements:

  • Clear title and document ID
  • Scope and applicability
  • Required materials, tools, equipment
  • Safety warnings and PPE requirements
  • Numbered sequential steps with visual aids
  • Quality checkpoints and acceptance criteria
  • References to specifications/standards
2. Standard Operating Procedures (SOP)

Purpose: Standardized process methodology Key Elements:

  • Purpose and scope
  • Responsibilities and authorities
  • Process flowchart
  • Detailed procedure steps
  • Forms and records
  • Related documents
  • Revision history
3. Business Process Documents

Purpose: High-level process definition and control Key Elements:

  • Process ownership
  • Inputs and outputs
  • Key performance indicators (KPIs)
  • Process flow diagram
  • Interaction with other processes
  • Risks and controls
  • Continuous improvement tracking

Standards Compliance

IATF 16949 Requirements
  • Process approach methodology
  • Risk-based thinking
  • Turtle diagrams for process definition
  • FMEA linkage
  • Control plan alignment
  • Layered process audits consideration
ISO 9001 Structure
  • Context of organization
  • Leadership and planning
  • Support and operation
  • Performance evaluation
  • Improvement focus
APQP/PPAP Integration
  • Process flow diagrams
  • PFMEA considerations
  • Control plans
  • Work instructions as PPAP deliverables
  • Measurement system analysis references

Writing Framework

Document Structure Template
1. HEADER
   - Document Title
   - Document Number
   - Revision/Date
   - Approvals (Prepared/Reviewed/Approved)

2. PURPOSE & SCOPE
   - Why this document exists
   - What processes/operations it covers
   - What it doesn't cover

3. RESPONSIBILITIES
   - Who performs the work
   - Who supervises
   - Who approves/validates

4. SAFETY & PPE
   - Hazards and risks
   - Required personal protective equipment
   - Emergency procedures

5. MATERIALS & EQUIPMENT
   - Parts/components list
   - Tools required
   - Equipment specifications
   - Gages and measuring devices

6. PROCEDURE/STEPS
   - Sequential numbered steps
   - Action-oriented language (verb-first)
   - Visual aids (photos, diagrams)
   - Quality checks embedded

7. QUALITY REQUIREMENTS
   - Specifications and tolerances
   - Inspection frequency
   - Acceptance/rejection criteria
   - Rework procedures

8. RECORDS & DOCUMENTATION
   - What gets recorded
   - Where records stored
   - Retention requirements

9. REFERENCES
   - Related documents
   - Engineering drawings
   - Specifications
   - Standards

10. REVISION HISTORY
    - Date, revision, changes made

Process Type Guidelines

Assembly Operations
  • Focus: Sequence, torque specs, orientation
  • Include: Part numbers, installation direction, fastener specifications
  • Visuals: Assembly diagrams, before/after photos, exploded views
  • Checks: Fit, alignment, function tests
Machining Operations
  • Focus: Setup, program, tooling, parameters
  • Include: Machine settings, feed/speed, tool specifications, fixtures
  • Visuals: Setup photos, tool paths, measurement points
  • Checks: Dimensional verification, surface finish, first-piece inspection
Quality/Inspection
  • Focus: What to inspect, how to measure, accept/reject criteria
  • Include: Gage R&R references, sampling plans, measurement methods
  • Visuals: Measurement locations, gage usage, defect examples
  • Checks: Calibration verification, data recording
Material Handling
  • Focus: Movement, storage, protection, traceability
  • Include: Handling methods, storage conditions, labeling, FIFO
  • Visuals: Packaging methods, storage layouts, label formats
  • Checks: Condition verification, count accuracy, traceability

Best Practices

Writing Style
  • Active voice: "Insert the bolt" not "The bolt is inserted"
  • Present tense: "Check the torque" not "The torque should be checked"
  • Imperative mood: Direct commands to operator
  • Concise: One action per step
  • Specific: Exact values, not ranges when possible
Visual Elements
  • Photos of actual parts/processes (preferred)
  • Diagrams for complex assemblies
  • Flowcharts for decision points
  • Callouts for critical features
  • Color coding for emphasis (warnings in red/yellow)
Quality Integration
  • Embed quality checks within process steps
  • Reference control plans
  • Link to FMEA high-priority items
  • Include mistake-proofing (poka-yoke) features
  • Document inspection frequency
Revision Control
  • Clear document numbering system
  • Revision history table
  • Change bars for modified sections
  • Effective date tracking
  • Training requirements for changes

Common Mistakes to Avoid

  • Assuming operator knowledge
  • Missing safety information
  • Vague quantities or specifications
  • No visual aids for complex operations
  • Incomplete tool/equipment lists
  • Missing quality acceptance criteria
  • No revision history
  • Passive voice or unclear instructions

Quick Reference: Document Selection

NeedDocument TypeComplexity
Operator guidanceWork InstructionLow-Medium
Department procedureSOPMedium
Process definitionBusiness ProcessMedium-High
Quality procedureQuality SOPMedium
Inspection methodInspection WILow-Medium

Output Format

When creating documents, structure output as:

# [DOCUMENT TITLE]
**Document Number**: [AUTO-XXX-####]
**Revision**: [X] | **Date**: [YYYY-MM-DD]
**Prepared**: _____ | **Reviewed**: _____ | **Approved**: _____

## 1. Purpose & Scope
[Content]

## 2. Responsibilities
[Content]

[Continue with standard sections...]

Supplementary Resources

For comprehensive methodologies and advanced topics: read ~/.claude/skills/AutomotiveManufacturing/CLAUDE.md

For document templates: ls ~/.claude/skills/AutomotiveManufacturing/templates/

Integration with Related Skills

A3CriticalThinking

When manufacturing issues arise, use A3 problem-solving methodology:

  • Quality defects → Root cause analysis (5 Whys, Fishbone)
  • Process failures → Structured countermeasure development
  • Decision making → Apply priority hierarchy (Safety → Customer → Cost)

Load A3 skill: read ~/.claude/skills/A3CriticalThinking/SKILL.md

SupplyChain

For supplier-related documentation and requirements:

  • Supplier quality requirements in work instructions
  • PPAP documentation for purchased components
  • Incoming inspection procedures

Load SupplyChain skill: read ~/.claude/skills/SupplyChain/SKILL.md

HoshinKanri

For strategic alignment of manufacturing objectives:

  • Cascade targets to shop floor metrics
  • Link work instructions to quality objectives
  • Bowling chart for manufacturing KPIs

Load HoshinKanri skill: read ~/.claude/skills/HoshinKanri/SKILL.md


Key Principles

Priority Hierarchy (from A3CriticalThinking):

1. SAFETY FIRST     → Never compromise for cost or delivery
2. CUSTOMER VALUE   → Quality that meets/exceeds requirements
3. SHAREHOLDER VALUE → Optimize after 1 & 2 are secured
  1. Safety First: Always lead with safety considerations - this is non-negotiable
  2. Clarity Over Brevity: Be clear, even if it takes more words
  3. Visual Communication: A picture is worth 1000 words
  4. Measurable Requirements: Specific, measurable acceptance criteria
  5. Traceability: Link to higher-level documents and standards
  6. Living Documents: Build in revision and improvement processes
  7. Problem Solving: Use A3 methodology for issues and improvements

Workflow Routing

Request TypeWorkflowOutput
"Write work instruction for [process]"Work Instruction templateNumbered WI document with all 10 sections
"Create SOP for [department/process]"SOP templateStandard procedure with flowchart
"APQP documentation"APQP/PPAP integrationPhase-aligned docs: process flow, PFMEA linkage, control plan, WI
"IATF 16949 clause mapping"Standards complianceTurtle diagram + clause-by-clause alignment table
"Business process document"Business Process templateHigh-level process with KPIs and risk table
"Inspection/quality procedure"Quality SOP templateInspection WI with gage specs and sampling plan
Complex quality issue→ A3CriticalThinkingLoad A3 skill for root cause + countermeasure
Supplier requirements→ SupplyChainLoad SupplyChain skill for PPAP/SQE docs

Examples

Example 1: APQP Work Instruction Draft

Input: "Draft a work instruction for the damper assembly final inspection station as an APQP deliverable."

Output structure:

WI-QUA-DAMP-001 | Rev A | APQP Phase 4 | PPAP Element 11

Purpose: 100% end-of-line inspection for DSS damper assemblies before shipment.

Safety: Safety glasses mandatory. WARNING: Damper contains pressurised gas — do not disassemble.

Steps:
1. Retrieve damper from assembly conveyor
2. Visual: inspect for scoring, leaks, damage — reject on any defect
3. Rod extension length: 245mm +/-1mm (gauge G-044) — record on TL-DAMP-001
4. Leak test: submerge 30s in water bath — zero bubbles (CRITICAL: PFMEA #7, RPN 160)
5. Scan serial number into MES for traceability
6. Place approved part in shipping rack DS-007

IATF 16949 linkage: clause 8.5.1 (control of production), 8.6 (release), PPAP Element 11.


Example 2: IATF 16949 Clause Mapping for CNC Machining

Input: "Map our CNC turning operation to IATF 16949 — what do we need to document?"

IATF 16949 ClauseRequirementRequired Document
7.1.3InfrastructureEquipment list, PM schedule
7.1.5Measurement resourcesCalibration register, MSA records
7.2CompetenceOperator skills matrix, training records
8.1Operational planningProcess FMEA, control plan
8.5.1Control of productionWork instruction WI-MCH-TURN-001, setup sheet
8.5.2Identification & traceabilityPart labels, traveller, lot records
8.6Release of productsFirst-off/last-off inspection record
9.1.1Monitoring & measurementSPC charts on critical dims (Cpk >= 1.67)
10.2Nonconformity & corrective actionNCR process, 8D for customer complaints

Turtle Diagram (CNC Turning):

  • Inputs: Raw bar stock (cert req'd), drawing rev B, CNC program P-4567
  • Outputs: Turned component to drawing tolerances, first-off inspection record
  • With What: CNC lathe, tooling per setup sheet, CMM for FAI
  • How: Work instruction, SPC control plan
  • Who: Level 2 machinist min; QE sign-off for new setups
  • Metrics: Cpk >= 1.67 on critical dims, scrap <= 0.5%, OEE >= 80%

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