home / skills / robdtaylor / personal-ai-infrastructure / automotivegm

Automotivegm skill

/skills/Automotivegm

This skill provides executive-level plant management guidance on safety, quality, delivery, and P&L, enabling rapid escalation handling and strategic

npx playbooks add skill robdtaylor/personal-ai-infrastructure --skill automotivegm

Review the files below or copy the command above to add this skill to your agents.

Files (8)
SKILL.md
14.0 KB
---
name: Automotivegm
description: Executive Vice President / General Manager expertise for automotive manufacturing plants. Covers P&L ownership, operational excellence, customer management, leadership, regulatory compliance, and crisis management. USE WHEN user says 'GM decision', 'plant P&L', 'site leadership', 'customer escalation', 'management review', 'business review', 'plant performance', 'GM role', or needs executive-level plant management guidance. Integrates with HoshinKanri, SupplyChain, AutomotiveManufacturing, and BusinessStrategy skills.
---

# Automotive General Manager - EVP Level

## When to Activate This Skill

- "How should I handle [customer escalation]?"
- "Prepare for monthly business review"
- "P&L analysis for [plant/product line]"
- "Leadership decision on [strategic issue]"
- "Site performance improvement"
- "Management team development"
- "Board presentation preparation"
- "Crisis management for [issue]"
- "GM perspective on [operational issue]"
- "Capital investment justification"

---

## The GM Decision Framework

### Priority Hierarchy (Inviolable)

```
┌─────────────────────────────────────────────────────────────┐
│  1. SAFETY & COMPLIANCE                                      │
│     People first. Legal requirements. Non-negotiable.        │
│     If in doubt, stop production.                            │
└─────────────────────────────────────────────────────────────┘
                            ↓
┌─────────────────────────────────────────────────────────────┐
│  2. CUSTOMER SATISFACTION                                    │
│     Quality, delivery, responsiveness.                       │
│     Protect the relationship above short-term cost.          │
└─────────────────────────────────────────────────────────────┘
                            ↓
┌─────────────────────────────────────────────────────────────┐
│  3. OPERATIONAL EXCELLENCE                                   │
│     Efficiency, productivity, cost control.                  │
│     Sustainable performance, not heroics.                    │
└─────────────────────────────────────────────────────────────┘
                            ↓
┌─────────────────────────────────────────────────────────────┐
│  4. FINANCIAL PERFORMANCE                                    │
│     P&L targets, margin, cash flow.                          │
│     Optimize after 1-3 are secured.                          │
└─────────────────────────────────────────────────────────────┘
                            ↓
┌─────────────────────────────────────────────────────────────┐
│  5. GROWTH & DEVELOPMENT                                     │
│     New business, capability building, people development.   │
│     Invest for the future when fundamentals are solid.       │
└─────────────────────────────────────────────────────────────┘
```

---

## Core Competency Areas

### 1. Operational & Technical

| Domain | GM Must Know | GM Must Do |
|--------|--------------|------------|
| Manufacturing | Lean principles, constraints, capacity | Set targets, remove barriers, challenge waste |
| Quality | IATF 16949, APQP/PPAP, customer-specifics | Sign off launches, own quality culture |
| Engineering | Change management, process capability | Approve investments, prioritize resources |
| Supply Chain | Inventory dynamics, supplier risk | Strategic decisions, supplier relationships |
| Maintenance | TPM, OEE drivers, capital lifecycle | Capex decisions, reliability accountability |

### 2. Commercial & Strategic

| Domain | GM Must Know | GM Must Do |
|--------|--------------|------------|
| P&L | Full cost structure, margin drivers | Own results, explain variances, drive improvement |
| Customers | Key contacts, requirements, history | Executive relationships, escalation management |
| Contracts | Terms, pricing mechanisms, liabilities | Negotiate strategically, manage commitments |
| Growth | Market trends, competitive position | Win new business, develop capabilities |
| Investment | Hurdle rates, payback analysis | Justify and deliver capital projects |

### 3. Leadership & People

| Domain | GM Must Know | GM Must Do |
|--------|--------------|------------|
| Team Building | Strengths/weaknesses of leadership team | Hire, develop, coach, exit when necessary |
| Culture | What drives performance and engagement | Set expectations, model behaviors, reinforce |
| Communication | Audience needs, messaging | Town halls, skip levels, board presentations |
| Accountability | Clear metrics and ownership | Hold people accountable, have difficult conversations |
| Succession | Talent pipeline, development needs | Identify, develop, and retain key talent |

### 4. Regulatory & Compliance

| Domain | GM Must Know | GM Must Do |
|--------|--------------|------------|
| Health & Safety | Legal obligations, risk areas | Sign off safety systems, visible leadership |
| Environment | Permits, waste, emissions | Ensure compliance, lead sustainability |
| Employment | Basic employment law, policies | Fair treatment, proper processes |
| Governance | Corporate policies, ethics | Tone from the top, zero tolerance |
| Audit | Customer audit requirements | Ensure readiness, participate appropriately |

---

## Key Metrics Dashboard

### Daily Pulse (Exception-Based)

| Metric | Red Trigger | Action |
|--------|-------------|--------|
| Safety incidents | Any recordable | Immediate investigation, communication |
| Line stops (quality) | >30 min | Root cause, containment, customer notification |
| Delivery misses | Any critical customer | Escalate, expedite, customer call |
| Attendance | <95% | Production impact assessment |

### Weekly Review

| Category | Metrics | Target |
|----------|---------|--------|
| **Safety** | Incidents, near misses, observations | Zero injuries, proactive culture |
| **Quality** | PPM, scrap, customer complaints | <25 PPM, <2% scrap |
| **Delivery** | OTD, past due, WIP | >98% OTD |
| **Productivity** | OEE, labor efficiency, output | >85% OEE |
| **Cost** | Spend vs budget, variances | On plan |

### Monthly Business Review

| Section | Content |
|---------|---------|
| Safety & Compliance | YTD incidents, open actions, regulatory status |
| Quality | Customer PPM, internal PPM, warranty, audits |
| Delivery | OTD trend, inventory turns, past due aging |
| Financial | P&L vs budget, margin, cost drivers |
| Operations | OEE, productivity, major downtime |
| People | Headcount, turnover, engagement, training |
| Outlook | Risks, opportunities, forecast |

---

## Customer Management

### Escalation Response

**Level 1 - Operational (Production/Quality Manager)**
- Normal quality issues
- Standard delivery adjustments
- Routine communications

**Level 2 - Director**
- Repeat quality issues
- Delivery disruptions affecting schedules
- Commercial discussions

**Level 3 - GM (You)**
- Customer threat to pull business
- Systematic quality failures
- Launch delays/failures
- Any legal/safety issue
- Relationship repair

### Customer Visit Protocol

**Before:**
- Understand current status and issues
- Prepare management team briefing
- Clean and organized facility (but authentic)
- Ensure key people available

**During:**
- GM leads welcome and overview
- Honest about challenges, clear on countermeasures
- Listen more than talk
- Capture action items

**After:**
- Same-day follow-up communication
- Action item tracking to completion
- Internal debrief and lessons learned

---

## P&L Management

### Understanding Your Cost Structure

```
SALES REVENUE
    - Cost of Goods Sold (COGS)
        • Direct Materials (typically 50-60%)
        • Direct Labor (typically 10-20%)
        • Manufacturing Overhead (typically 15-25%)
    ─────────────────────────────
    = GROSS MARGIN (target: 15-25%)

    - SG&A
        • Plant overhead
        • Engineering
        • Quality
        • Administration
    ─────────────────────────────
    = OPERATING INCOME (target: 5-12%)

    - Interest, taxes, depreciation
    ─────────────────────────────
    = NET INCOME
```

### Margin Levers (In Priority Order)

1. **Volume/Mix** - Higher volume, richer mix = better absorption
2. **Productivity** - Labor efficiency, OEE improvement
3. **Quality** - Reduce scrap, rework, warranty
4. **Material Cost** - Sourcing, VA/VE, specification review
5. **Overhead** - Indirect labor, utilities, consumables

### Financial Red Flags

- Margin erosion without corresponding actions
- Inventory growing faster than sales
- Capex overruns without explanation
- AR aging increasing
- Unexpected cost buckets appearing

---

## Crisis Management

### Crisis Categories

| Type | Examples | Immediate Priority |
|------|----------|-------------------|
| **Safety** | Serious injury, fatality | People, notification, investigation |
| **Quality** | Field failure, recall risk | Containment, customer notification |
| **Delivery** | Line-down at customer | Recovery plan, alternatives |
| **Financial** | Major overrun, fraud | Disclosure, investigation, controls |
| **People** | Strike, mass resignation | Continuity, communication |
| **External** | Fire, flood, pandemic | Safety, recovery, communication |

### Crisis Response Framework

**First 60 Minutes:**
1. Ensure immediate safety/containment
2. Assess scope and severity
3. Notify appropriate parties (corporate, customer, authorities)
4. Establish command structure

**First 24 Hours:**
1. Stabilize situation
2. Communicate to all stakeholders
3. Begin root cause investigation
4. Develop recovery plan

**First Week:**
1. Execute recovery
2. Complete investigation
3. Implement permanent fixes
4. Document lessons learned

### Communication During Crisis

**DO:**
- Be first to communicate (don't wait for questions)
- Be honest about what you know and don't know
- Show empathy and ownership
- Provide regular updates (even if "no change")
- Document everything

**DON'T:**
- Hide or minimize
- Blame others publicly
- Make promises you can't keep
- Go silent
- Speculate on causes before investigation complete

---

## Leadership Essentials

### The GM's Week

| Day | Focus |
|-----|-------|
| **Monday** | Weekly metrics review, set priorities |
| **Tuesday** | Operations focus - gemba walk, production meetings |
| **Wednesday** | Quality/Engineering - launches, issues, improvements |
| **Thursday** | People/Admin - 1:1s, HR matters, compliance |
| **Friday** | Customer/Commercial - calls, reviews, planning |

### Gemba Presence (Non-Negotiable)

**Daily:** 30-60 minutes on shop floor
- Safety observation
- Talk to operators
- See the work, not reports
- Remove barriers

### Difficult Conversations

**Performance Issues:**
1. Be direct and specific (facts, not feelings)
2. Focus on behavior/results, not personality
3. Listen to their perspective
4. Agree on expectations and timeline
5. Follow up consistently

**Terminations:**
1. Ensure proper process followed (HR involved)
2. Be respectful but clear
3. No negotiation on the decision
4. Practical next steps
5. Treat them with dignity

### Building Your Team

**Hire for:**
- Technical competence (baseline)
- Problem-solving ability
- Cultural fit
- Growth potential
- Complementary skills to existing team

**Develop by:**
- Stretch assignments
- Cross-functional exposure
- External benchmarking
- Mentoring relationships
- Formal training (selective)

---

## Integration with Other Skills

### HoshinKanri
- Cascade corporate objectives to plant level
- Monthly bowling chart reviews
- A3 problem solving for red items
- **Load:** `read ~/.claude/skills/HoshinKanri/SKILL.md`

### SupplyChain
- Strategic supplier decisions
- Make vs buy analysis
- Supply risk management
- **Load:** `read ~/.claude/skills/SupplyChain/SKILL.md`

### AutomotiveManufacturing
- Quality systems and documentation
- APQP/PPAP oversight
- Process improvement
- **Load:** `read ~/.claude/skills/AutomotiveManufacturing/SKILL.md`

### BusinessStrategy
- Market analysis
- Competitive positioning
- Financial modeling
- **Load:** `read ~/.claude/skills/BusinessStrategy/SKILL.md`

---

## Key Principles

1. **Safety First, Always** - No production target justifies injury
2. **Customer Obsession** - Their success is your success
3. **Own the P&L** - Understand every line, drive improvement
4. **Lead from the Front** - Be visible, be accountable, be consistent
5. **Develop People** - Your legacy is the team you build
6. **Facts and Data** - Decisions based on evidence, not opinion
7. **Calm Under Pressure** - Your team takes cues from you
8. **Long-Term Thinking** - Balance today's fires with tomorrow's success

---

## Extended Context

For comprehensive methodologies, case studies, and detailed frameworks:
`read ~/.claude/skills/Automotivegm/CLAUDE.md`

For templates:
`ls ~/.claude/skills/Automotivegm/templates/`

Overview

This skill provides Executive Vice President / General Manager level guidance for automotive manufacturing plants, focused on P&L ownership, operational excellence, customer management, leadership, regulatory compliance, and crisis response. It is designed to support high-stakes decisions, prepare management reviews, and coach site leaders on execution and strategy. Use this when you need an executive perspective on plant performance or customer escalations.

How this skill works

The skill applies a GM Decision Framework that prioritizes safety and compliance, customer satisfaction, operational excellence, financial performance, and growth. It inspects daily, weekly, and monthly metric sets (safety, quality, delivery, productivity, cost) and prescribes actions, escalation levels, and communication protocols. It also maps competency areas (operations, commercial, leadership, regulatory) to concrete GM actions like capex decisions, customer visits, and crisis timelines.

When to use it

  • GM decision on plant strategy, safety, or performance
  • Plant P&L review, variance analysis, or margin improvement
  • Site leadership issues: team development, succession, or difficult conversations
  • Customer escalation or visit preparation and follow-up
  • Management review, monthly business review, or board briefing
  • Crisis management for safety, quality, delivery, or external events

Best practices

  • Follow the priority hierarchy: safety and compliance first, then customer, operations, finance, growth
  • Use daily pulse metrics for exception-based escalation; lead with facts and data
  • Be visible on the floor (30–60 min daily), model behaviors, and remove barriers
  • Communicate early and often in crises: honest, empathetic, and frequent updates
  • Own the P&L: prioritize volume/mix, productivity, quality, material cost, then overhead

Example use cases

  • Prepare talking points and slide outline for a monthly business review with safety, quality, delivery, financials, and outlook
  • Respond to a Level 3 customer escalation involving potential loss of business with containment and relationship repair steps
  • Create a prioritized action plan after a significant line stop or repeat quality failure
  • Assess a capital investment request using operational impact, payback, and P&L sensitivity
  • Lead a crisis response for a safety incident with the first-60-minutes and first-24-hours checklist

FAQ

When should I escalate an issue to the GM level?

Escalate to GM for customer threats to pull business, systematic quality failures, launch failures, legal or safety issues, or when director-level actions have not resolved repeat problems.

What daily metrics should the GM review?

Focus on safety incidents, line stops >30 minutes, critical delivery misses, and attendance; treat any red trigger as immediate escalation.