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automotivegmautomotivegm 搜索

Agent Skill

automotivegm 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

384

周安装

16

GitHub Stars

1

下载量

128
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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:automotivegm(automotivegm 搜索)
来源仓库:https://github.com/robdtaylor/personal-ai-infrastructure
仓库路径:skills/automotivegm
安装命令:
npx skills add https://github.com/robdtaylor/personal-ai-infrastructure --skill Automotivegm
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/robdtaylor/personal-ai-infrastructure --skill Automotivegm

简介

automotivegm 提供通用汽车高管级别的战略决策支持,涵盖 P&L 分析、危机管理和董事会汇报准备。

  • 适用于工厂绩效改进、资本投资评估和领导团队发展等高层运营管理场景。
  • 通过 npx skills add 命令从指定 GitHub 仓库安装,需明确具体议题以激活对应决策框架。
  • 安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。
  • 适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

SKILL.md

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

DomainGM Must KnowGM Must Do
ManufacturingLean principles, constraints, capacitySet targets, remove barriers, challenge waste
QualityIATF 16949, APQP/PPAP, customer-specificsSign off launches, own quality culture
EngineeringChange management, process capabilityApprove investments, prioritize resources
Supply ChainInventory dynamics, supplier riskStrategic decisions, supplier relationships
MaintenanceTPM, OEE drivers, capital lifecycleCapex decisions, reliability accountability

2. Commercial & Strategic

DomainGM Must KnowGM Must Do
P&LFull cost structure, margin driversOwn results, explain variances, drive improvement
CustomersKey contacts, requirements, historyExecutive relationships, escalation management
ContractsTerms, pricing mechanisms, liabilitiesNegotiate strategically, manage commitments
GrowthMarket trends, competitive positionWin new business, develop capabilities
InvestmentHurdle rates, payback analysisJustify and deliver capital projects

3. Leadership & People

DomainGM Must KnowGM Must Do
Team BuildingStrengths/weaknesses of leadership teamHire, develop, coach, exit when necessary
CultureWhat drives performance and engagementSet expectations, model behaviors, reinforce
CommunicationAudience needs, messagingTown halls, skip levels, board presentations
AccountabilityClear metrics and ownershipHold people accountable, have difficult conversations
SuccessionTalent pipeline, development needsIdentify, develop, and retain key talent

4. Regulatory & Compliance

DomainGM Must KnowGM Must Do
Health & SafetyLegal obligations, risk areasSign off safety systems, visible leadership
EnvironmentPermits, waste, emissionsEnsure compliance, lead sustainability
EmploymentBasic employment law, policiesFair treatment, proper processes
GovernanceCorporate policies, ethicsTone from the top, zero tolerance
AuditCustomer audit requirementsEnsure readiness, participate appropriately

Key Metrics Dashboard

Daily Pulse (Exception-Based)

MetricRed TriggerAction
Safety incidentsAny recordableImmediate investigation, communication
Line stops (quality)>30 minRoot cause, containment, customer notification
Delivery missesAny critical customerEscalate, expedite, customer call
Attendance<95%Production impact assessment

Weekly Review

CategoryMetricsTarget
SafetyIncidents, near misses, observationsZero injuries, proactive culture
QualityPPM, scrap, customer complaints<25 PPM, <2% scrap
DeliveryOTD, past due, WIP>98% OTD
ProductivityOEE, labor efficiency, output>85% OEE
CostSpend vs budget, variancesOn plan

Monthly Business Review

SectionContent
Safety & ComplianceYTD incidents, open actions, regulatory status
QualityCustomer PPM, internal PPM, warranty, audits
Audit ResultsInternal audit findings, external audit results (customer, registrar, regulatory), open corrective actions status, repeat findings
DeliveryOTD trend, inventory turns, past due aging
FinancialP&L vs budget, margin, cost drivers
OperationsOEE, productivity, major downtime
PeopleHeadcount, turnover, engagement, training
OutlookRisks, 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

TypeExamplesImmediate Priority
SafetySerious injury, fatalityPeople, notification, investigation
QualityField failure, recall riskContainment, customer notification
DeliveryLine-down at customerRecovery plan, alternatives
FinancialMajor overrun, fraudDisclosure, investigation, controls
PeopleStrike, mass resignationContinuity, communication
ExternalFire, flood, pandemicSafety, 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

DayFocus
MondayWeekly metrics review, set priorities
TuesdayOperations focus - gemba walk, production meetings
WednesdayQuality/Engineering - launches, issues, improvements
ThursdayPeople/Admin - 1:1s, HR matters, compliance
FridayCustomer/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/

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