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Agent Skill · 研究检索

automotivegm(automotivegm 搜索)

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。

automotivegm 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 59,579。

总安装 384周安装 16GitHub Stars 1下载 128核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

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。

来源仓库内路径:skills/automotivegm

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/robdtaylor/personal-ai-infrastructure --skill…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

automotivegm 怎么安装?

在终端执行 npx skills add https://github.com/robdtaylor/personal-ai-infrastructure --skill Automotive…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

automotivegm 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

automotivegm 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

automotivegm 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

automotivegm 用的人多吗?

公开数据是累计安装 384 次,近一周安装 16 次,下载 128 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

automotivegm 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
automotivegm

automotivegm 搜索 · 本页

3841需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

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/

平台分布

Codex

36.12%
按下载量换算46

Claude

32.13%
按下载量换算41

Cursor

18.94%
按下载量换算24

Gemini CLI

9.45%
按下载量换算12

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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