Supply Chain Management - Automotive Manufacturing
When to Activate This Skill
- "Help me negotiate with [supplier]"
- "Create an RFQ for [component]"
- "Supplier scorecard for [vendor]"
- "Should-cost analysis for [part]"
- "Make vs buy decision for [process]"
- "Category strategy for [commodity]"
- "Reduce BOM cost by [target]"
- "Supplier quality issue with [vendor]"
- "Materials planning for [product]"
- "Inventory optimization"
Strategic Framework
The Supply Chain Value Hierarchy
┌─────────────────────────────────────────────────────┐
│ 1. QUALITY & COMPLIANCE │
│ Zero defects to production line │
│ IATF 16949, ISO 9001, customer requirements │
└─────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────┐
│ 2. DELIVERY & AVAILABILITY │
│ Right part, right place, right time │
│ Supply continuity and resilience │
└─────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────┐
│ 3. TOTAL COST OPTIMIZATION │
│ Not just piece price - total cost of ownership │
│ PPV, logistics, inventory, quality costs │
└─────────────────────────────────────────────────────┘
Critical Rule: Never compromise quality or delivery for cost. A cheap part that stops the line costs far more than the savings.
Executive-Level Competencies
Strategic Purchasing
| Domain |
Competency |
| Category Management |
Commodity strategies, market analysis, TCO modeling |
| Supplier Strategy |
Rationalization, development, partnership tiers |
| Negotiation |
Multi-variable deals, BATNA, value creation |
| Contract Management |
Terms, risk allocation, performance clauses |
| Cost Management |
Should-cost, VA/VE, design-to-cost |
| Risk Management |
Single source mitigation, geopolitical exposure |
Materials Management
| Domain |
Competency |
| Demand Planning |
Forecasting, S&OP integration, consumption patterns |
| Inventory Strategy |
Safety stock, JIT, Kanban, VMI, consignment |
| MRP/ERP |
System optimization, parameter tuning, exception management |
| Logistics |
Inbound optimization, milk runs, cross-docking |
| Warehouse |
Layout, flow, accuracy, cycle counting |
Supplier Quality
| Domain |
Competency |
| PPAP |
Production Part Approval Process management |
| Supplier Audits |
Process audits, system audits, LPA |
| Performance Metrics |
PPM, OTD, cost recovery, scorecards |
| Development |
SQE programs, capability building |
| Escalation |
Quality alerts, controlled shipping, business review |
Key Metrics & KPIs
Executive Dashboard
| Metric |
Target |
Calculation |
| PPV (Purchase Price Variance) |
Negative (savings) |
(Standard - Actual) × Volume |
| OTD (On-Time Delivery) |
≥98% |
(On-time receipts / Total receipts) × 100 |
| Supplier PPM |
<50 |
(Defects / Parts received) × 1,000,000 |
| Inventory Turns |
≥12 |
COGS / Average Inventory |
| Days of Supply |
<15 |
Inventory / Daily Usage |
| Spend Under Management |
>90% |
Managed spend / Total spend |
| Cost Avoidance |
Track |
Negotiated savings from market increases |
Operational Metrics
| Metric |
Target |
Purpose |
| Dock-to-Stock Time |
<24 hrs |
Receiving efficiency |
| Inventory Accuracy |
>99% |
Cycle count results |
| Premium Freight |
<0.5% of spend |
Expedite control |
| Invoice Match Rate |
>95% |
Process efficiency |
| Supplier Scorecard |
Top quartile |
Performance trending |
Supplier Management
Supplier Tiering Strategy
┌─────────────────────────────────────────────────────┐
│ STRATEGIC PARTNERS (Tier 1) │
│ • Joint development, shared roadmaps │
│ • Long-term agreements (3-5 years) │
│ • Executive relationship management │
│ • Collaborative cost reduction │
└─────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────┐
│ PREFERRED SUPPLIERS (Tier 2) │
│ • Proven performance, competitive pricing │
│ • Medium-term agreements (1-3 years) │
│ • Regular business reviews │
│ • Standard cost reduction expectations │
└─────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────┐
│ APPROVED SUPPLIERS (Tier 3) │
│ • Qualified but transactional │
│ • Spot buy or competitive bid │
│ • Annual review │
│ • Performance-based retention │
└─────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────┐
│ PROBATION / EXIT (Tier 4) │
│ • Performance issues, quality concerns │
│ • Controlled shipping or new business hold │
│ • Active exit planning │
│ • Seek alternatives │
└─────────────────────────────────────────────────────┘
Supplier Scorecard Framework
| Category |
Weight |
Metrics |
| Quality |
40% |
PPM, PPAP on-time, warranty claims, audit scores |
| Delivery |
30% |
OTD, lead time, flexibility, communication |
| Cost |
20% |
Price competitiveness, VA/VE, payment terms |
| Service |
10% |
Responsiveness, technical support, innovation |
Cost Management Strategies
Total Cost of Ownership (TCO)
PIECE PRICE
+ Tooling (amortized)
+ Logistics (freight, handling, duties)
+ Inventory carrying cost
+ Quality costs (inspection, sorting, returns)
+ Administrative costs (POs, invoices, management)
+ Risk premium (single source, geopolitical)
─────────────────────────────
= TOTAL COST OF OWNERSHIP
Cost Reduction Levers
| Lever |
Description |
Typical Savings |
| Volume Leverage |
Consolidate spend, longer commitments |
3-8% |
| Specification Review |
Over-engineering elimination |
5-15% |
| VA/VE |
Value Analysis / Value Engineering |
10-30% |
| Should-Cost |
Detailed cost breakdown analysis |
5-20% |
| Resourcing |
Geographic arbitrage, new suppliers |
10-25% |
| Process Improvement |
Supplier manufacturing efficiency |
3-10% |
| Payment Terms |
Extend terms, capture early pay discount |
1-3% |
Should-Cost Model Components
MATERIAL COST
Raw material × Usage factor × Scrap factor
+ Market pricing or index
CONVERSION COST
Labor: (Cycle time × Labor rate) / Efficiency
Machine: (Cycle time × Machine rate) / OEE
OVERHEAD
SG&A: % of conversion
Profit: % margin (typically 5-15%)
LOGISTICS
Packaging + Freight + Duties
Negotiation Framework
Preparation Checklist
Multi-Variable Negotiation
Don't negotiate price alone. Trade across multiple variables:
| Variable |
Give |
Get |
| Volume commitment |
Higher volume |
Lower price |
| Contract length |
Longer term |
Price protection |
| Payment terms |
Earlier payment |
Discount |
| Specification |
Relax tolerance |
Cost reduction |
| Logistics |
Different Incoterm |
Price adjustment |
| Quality |
Accept more inspection |
Cost pass-through |
BATNA Development
Always have alternatives:
- Identify backup suppliers (at least 2)
- Understand switching costs and timeline
- Maintain relationships with alternatives
- Document qualification status
- Never reveal desperation
IATF 16949 Supplier Requirements
Supplier Quality Management System
| Requirement |
Expectation |
| QMS Certification |
IATF 16949 preferred, ISO 9001 minimum |
| PPAP Submission |
Level 3 minimum, all 18 elements |
| Process Controls |
Control plans, PFMEA, reaction plans |
| Change Management |
Prior notification and approval |
| Traceability |
Lot traceability to raw material |
| Calibration |
Traceable measurement systems |
| Continuous Improvement |
Year-over-year PPM reduction |
Supplier Development Program
Stage Gate Approach:
GATE 1: POTENTIAL
└── Initial assessment, capability review
GATE 2: QUALIFIED
└── Audit passed, sample approved
GATE 3: APPROVED
└── PPAP approved, first articles accepted
GATE 4: PREFERRED
└── Consistent performance, competitive cost
GATE 5: STRATEGIC
└── Joint development, innovation partner
Risk Management
Supply Risk Categories
| Risk Type |
Examples |
Mitigation |
| Single Source |
Proprietary technology, limited capacity |
Dual source, inventory buffer |
| Financial |
Supplier bankruptcy, cash flow issues |
Credit monitoring, payment terms |
| Geopolitical |
Trade disputes, sanctions, instability |
Regional diversification |
| Operational |
Fire, flood, equipment failure |
BCP review, safety stock |
| Quality |
Systematic defects, process drift |
Audit frequency, incoming inspection |
| Capacity |
Demand surge, allocation |
LTA commitments, capacity reservation |
Risk Assessment Matrix
| Probability |
Low Impact |
Medium Impact |
High Impact |
| High |
Monitor |
Mitigate |
Urgent Action |
| Medium |
Accept |
Monitor |
Mitigate |
| Low |
Accept |
Accept |
Monitor |
Materials Planning
Inventory Strategy by Part Type
| Part Type |
Strategy |
Target DOS |
| A Items (High value, critical) |
JIT, frequent delivery |
3-5 days |
| B Items (Medium value) |
Weekly delivery, safety stock |
7-14 days |
| C Items (Low value, commodity) |
VMI, consignment, bulk |
30+ days |
| Critical spares |
Buffer stock regardless of value |
Per risk |
Safety Stock Calculation
Safety Stock = Z × σ × √(LT + Review Period)
Where:
Z = Service level factor (95% = 1.65, 99% = 2.33)
σ = Demand standard deviation
LT = Lead time in periods
MRP Best Practices
Templates Available
| Template |
Purpose |
Location |
| RFQ Package |
Request for Quotation |
templates/rfq-template.md |
| Supplier Scorecard |
Performance tracking |
templates/scorecard.md |
| Should-Cost Model |
Cost breakdown |
templates/should-cost.md |
| Negotiation Prep |
Deal preparation |
templates/negotiation-prep.md |
| Category Strategy |
Commodity planning |
templates/category-strategy.md |
| Supplier Audit |
Assessment checklist |
templates/supplier-audit.md |
Integration Points
With A3CriticalThinking
- Supply disruptions trigger A3 problem solving
- Cost reduction projects use structured analysis
- Priority hierarchy: Quality → Delivery → Cost
With AutomotiveManufacturing
- PPAP documentation requirements
- Control plan supplier inputs
- Work instruction material specifications
With HoshinKanri
- PPV targets cascade from strategic objectives
- Supplier development as improvement priority
- Bowling chart for supply chain KPIs
Key Principles
- Total Cost Thinking - Never optimize piece price at expense of total cost
- Supplier Partnership - Best results come from collaboration, not adversarial relationships
- Risk-Adjusted Decisions - Factor in supply continuity, not just price
- Data-Driven Negotiation - Use should-cost and market intelligence
- Continuous Improvement - Year-over-year cost and quality improvement
- Strategic Alignment - Supply chain supports business objectives
- Ethical Conduct - Fair dealing, no kickbacks, transparent process
Extended Context
For detailed methodologies, case studies, and advanced strategies:
read ~/.claude/skills/SupplyChain/CLAUDE.md
For templates:
ls ~/.claude/skills/SupplyChain/templates/
1---2name: supplychain3description: Executive-level supply chain expertise for automotive manufacturing. Strategic purchasing, materials management, supplier development, and cost optimization aligned with IATF 16949 requirements. USE WHEN user says 'supply chain', 'purchasing', 'procurement', 'supplier', 'materials management', 'inventory', 'sourcing', 'vendor', 'BOM cost', 'PPV', 'should cost', 'make vs buy', 'RFQ', 'category management', or needs strategic guidance on automotive supply chain decisions. Integrates with AutomotiveManufacturing, A3CriticalThinking, and HoshinKanri skills.4---5
6# Supply Chain Management - Automotive Manufacturing
7
8## When to Activate This Skill
9
10- "Help me negotiate with [supplier]"
11- "Create an RFQ for [component]"
12- "Supplier scorecard for [vendor]"
13- "Should-cost analysis for [part]"
14- "Make vs buy decision for [process]"
15- "Category strategy for [commodity]"
16- "Reduce BOM cost by [target]"
17- "Supplier quality issue with [vendor]"
18- "Materials planning for [product]"
19- "Inventory optimization"
20
21---
22
23## Strategic Framework
24
25### The Supply Chain Value Hierarchy
26
27```
28┌─────────────────────────────────────────────────────┐
29│ 1. QUALITY & COMPLIANCE │
30│ Zero defects to production line │
31│ IATF 16949, ISO 9001, customer requirements │
32└─────────────────────────────────────────────────────┘
33 ↓
34┌─────────────────────────────────────────────────────┐
35│ 2. DELIVERY & AVAILABILITY │
36│ Right part, right place, right time │
37│ Supply continuity and resilience │
38└─────────────────────────────────────────────────────┘
39 ↓
40┌─────────────────────────────────────────────────────┐
41│ 3. TOTAL COST OPTIMIZATION │
42│ Not just piece price - total cost of ownership │
43│ PPV, logistics, inventory, quality costs │
44└─────────────────────────────────────────────────────┘
45```
46
47**Critical Rule:** Never compromise quality or delivery for cost. A cheap part that stops the line costs far more than the savings.
48
49---
50
51## Executive-Level Competencies
52
53### Strategic Purchasing
54
55| Domain | Competency |
56|--------|------------|
57| Category Management | Commodity strategies, market analysis, TCO modeling |
58| Supplier Strategy | Rationalization, development, partnership tiers |
59| Negotiation | Multi-variable deals, BATNA, value creation |
60| Contract Management | Terms, risk allocation, performance clauses |
61| Cost Management | Should-cost, VA/VE, design-to-cost |
62| Risk Management | Single source mitigation, geopolitical exposure |
63
64### Materials Management
65
66| Domain | Competency |
67|--------|------------|
68| Demand Planning | Forecasting, S&OP integration, consumption patterns |
69| Inventory Strategy | Safety stock, JIT, Kanban, VMI, consignment |
70| MRP/ERP | System optimization, parameter tuning, exception management |
71| Logistics | Inbound optimization, milk runs, cross-docking |
72| Warehouse | Layout, flow, accuracy, cycle counting |
73
74### Supplier Quality
75
76| Domain | Competency |
77|--------|------------|
78| PPAP | Production Part Approval Process management |
79| Supplier Audits | Process audits, system audits, LPA |
80| Performance Metrics | PPM, OTD, cost recovery, scorecards |
81| Development | SQE programs, capability building |
82| Escalation | Quality alerts, controlled shipping, business review |
83
84---
85
86## Key Metrics & KPIs
87
88### Executive Dashboard
89
90| Metric | Target | Calculation |
91|--------|--------|-------------|
92| **PPV** (Purchase Price Variance) | Negative (savings) | (Standard - Actual) × Volume |
93| **OTD** (On-Time Delivery) | ≥98% | (On-time receipts / Total receipts) × 100 |
94| **Supplier PPM** | <50 | (Defects / Parts received) × 1,000,000 |
95| **Inventory Turns** | ≥12 | COGS / Average Inventory |
96| **Days of Supply** | <15 | Inventory / Daily Usage |
97| **Spend Under Management** | >90% | Managed spend / Total spend |
98| **Cost Avoidance** | Track | Negotiated savings from market increases |
99
100### Operational Metrics
101
102| Metric | Target | Purpose |
103|--------|--------|---------|
104| Dock-to-Stock Time | <24 hrs | Receiving efficiency |
105| Inventory Accuracy | >99% | Cycle count results |
106| Premium Freight | <0.5% of spend | Expedite control |
107| Invoice Match Rate | >95% | Process efficiency |
108| Supplier Scorecard | Top quartile | Performance trending |
109
110---
111
112## Supplier Management
113
114### Supplier Tiering Strategy
115
116```
117┌─────────────────────────────────────────────────────┐
118│ STRATEGIC PARTNERS (Tier 1) │
119│ • Joint development, shared roadmaps │
120│ • Long-term agreements (3-5 years) │
121│ • Executive relationship management │
122│ • Collaborative cost reduction │
123└─────────────────────────────────────────────────────┘
124 ↓
125┌─────────────────────────────────────────────────────┐
126│ PREFERRED SUPPLIERS (Tier 2) │
127│ • Proven performance, competitive pricing │
128│ • Medium-term agreements (1-3 years) │
129│ • Regular business reviews │
130│ • Standard cost reduction expectations │
131└─────────────────────────────────────────────────────┘
132 ↓
133┌─────────────────────────────────────────────────────┐
134│ APPROVED SUPPLIERS (Tier 3) │
135│ • Qualified but transactional │
136│ • Spot buy or competitive bid │
137│ • Annual review │
138│ • Performance-based retention │
139└─────────────────────────────────────────────────────┘
140 ↓
141┌─────────────────────────────────────────────────────┐
142│ PROBATION / EXIT (Tier 4) │
143│ • Performance issues, quality concerns │
144│ • Controlled shipping or new business hold │
145│ • Active exit planning │
146│ • Seek alternatives │
147└─────────────────────────────────────────────────────┘
148```
149
150### Supplier Scorecard Framework
151
152| Category | Weight | Metrics |
153|----------|--------|---------|
154| **Quality** | 40% | PPM, PPAP on-time, warranty claims, audit scores |
155| **Delivery** | 30% | OTD, lead time, flexibility, communication |
156| **Cost** | 20% | Price competitiveness, VA/VE, payment terms |
157| **Service** | 10% | Responsiveness, technical support, innovation |
158
159---
160
161## Cost Management Strategies
162
163### Total Cost of Ownership (TCO)
164
165```
166PIECE PRICE
167 + Tooling (amortized)
168 + Logistics (freight, handling, duties)
169 + Inventory carrying cost
170 + Quality costs (inspection, sorting, returns)
171 + Administrative costs (POs, invoices, management)
172 + Risk premium (single source, geopolitical)
173 ─────────────────────────────
174 = TOTAL COST OF OWNERSHIP
175```
176
177### Cost Reduction Levers
178
179| Lever | Description | Typical Savings |
180|-------|-------------|-----------------|
181| **Volume Leverage** | Consolidate spend, longer commitments | 3-8% |
182| **Specification Review** | Over-engineering elimination | 5-15% |
183| **VA/VE** | Value Analysis / Value Engineering | 10-30% |
184| **Should-Cost** | Detailed cost breakdown analysis | 5-20% |
185| **Resourcing** | Geographic arbitrage, new suppliers | 10-25% |
186| **Process Improvement** | Supplier manufacturing efficiency | 3-10% |
187| **Payment Terms** | Extend terms, capture early pay discount | 1-3% |
188
189### Should-Cost Model Components
190
191```
192MATERIAL COST
193 Raw material × Usage factor × Scrap factor
194 + Market pricing or index
195
196CONVERSION COST
197 Labor: (Cycle time × Labor rate) / Efficiency
198 Machine: (Cycle time × Machine rate) / OEE
199
200OVERHEAD
201 SG&A: % of conversion
202 Profit: % margin (typically 5-15%)
203
204LOGISTICS
205 Packaging + Freight + Duties
206```
207
208---
209
210## Negotiation Framework
211
212### Preparation Checklist
213
214- [ ] **BATNA** - Best Alternative to Negotiated Agreement
215- [ ] **ZOPA** - Zone of Possible Agreement
216- [ ] **Supplier economics** - Their costs, margins, pressures
217- [ ] **Market conditions** - Supply/demand, commodity trends
218- [ ] **Leverage points** - Volume, specification, competition
219- [ ] **Walk-away point** - Clear bottom line
220- [ ] **Value creation opportunities** - Win-win possibilities
221
222### Multi-Variable Negotiation
223
224Don't negotiate price alone. Trade across multiple variables:
225
226| Variable | Give | Get |
227|----------|------|-----|
228| Volume commitment | Higher volume | Lower price |
229| Contract length | Longer term | Price protection |
230| Payment terms | Earlier payment | Discount |
231| Specification | Relax tolerance | Cost reduction |
232| Logistics | Different Incoterm | Price adjustment |
233| Quality | Accept more inspection | Cost pass-through |
234
235### BATNA Development
236
237Always have alternatives:
2381. Identify backup suppliers (at least 2)
2392. Understand switching costs and timeline
2403. Maintain relationships with alternatives
2414. Document qualification status
2425. Never reveal desperation
243
244---
245
246## IATF 16949 Supplier Requirements
247
248### Supplier Quality Management System
249
250| Requirement | Expectation |
251|-------------|-------------|
252| **QMS Certification** | IATF 16949 preferred, ISO 9001 minimum |
253| **PPAP Submission** | Level 3 minimum, all 18 elements |
254| **Process Controls** | Control plans, PFMEA, reaction plans |
255| **Change Management** | Prior notification and approval |
256| **Traceability** | Lot traceability to raw material |
257| **Calibration** | Traceable measurement systems |
258| **Continuous Improvement** | Year-over-year PPM reduction |
259
260### Supplier Development Program
261
262**Stage Gate Approach:**
263
264```
265GATE 1: POTENTIAL
266 └── Initial assessment, capability review
267
268GATE 2: QUALIFIED
269 └── Audit passed, sample approved
270
271GATE 3: APPROVED
272 └── PPAP approved, first articles accepted
273
274GATE 4: PREFERRED
275 └── Consistent performance, competitive cost
276
277GATE 5: STRATEGIC
278 └── Joint development, innovation partner
279```
280
281---
282
283## Risk Management
284
285### Supply Risk Categories
286
287| Risk Type | Examples | Mitigation |
288|-----------|----------|------------|
289| **Single Source** | Proprietary technology, limited capacity | Dual source, inventory buffer |
290| **Financial** | Supplier bankruptcy, cash flow issues | Credit monitoring, payment terms |
291| **Geopolitical** | Trade disputes, sanctions, instability | Regional diversification |
292| **Operational** | Fire, flood, equipment failure | BCP review, safety stock |
293| **Quality** | Systematic defects, process drift | Audit frequency, incoming inspection |
294| **Capacity** | Demand surge, allocation | LTA commitments, capacity reservation |
295
296### Risk Assessment Matrix
297
298| Probability | Low Impact | Medium Impact | High Impact |
299|-------------|------------|---------------|-------------|
300| **High** | Monitor | Mitigate | Urgent Action |
301| **Medium** | Accept | Monitor | Mitigate |
302| **Low** | Accept | Accept | Monitor |
303
304---
305
306## Materials Planning
307
308### Inventory Strategy by Part Type
309
310| Part Type | Strategy | Target DOS |
311|-----------|----------|------------|
312| **A Items** (High value, critical) | JIT, frequent delivery | 3-5 days |
313| **B Items** (Medium value) | Weekly delivery, safety stock | 7-14 days |
314| **C Items** (Low value, commodity) | VMI, consignment, bulk | 30+ days |
315| **Critical spares** | Buffer stock regardless of value | Per risk |
316
317### Safety Stock Calculation
318
319```
320Safety Stock = Z × σ × √(LT + Review Period)
321
322Where:
323Z = Service level factor (95% = 1.65, 99% = 2.33)
324σ = Demand standard deviation
325LT = Lead time in periods
326```
327
328### MRP Best Practices
329
330- [ ] Accurate BOMs (99%+)
331- [ ] Realistic lead times (include buffer)
332- [ ] Clean inventory records (cycle count)
333- [ ] Demand forecast accuracy tracking
334- [ ] Exception management daily
335- [ ] Planner workload balancing
336
337---
338
339## Templates Available
340
341| Template | Purpose | Location |
342|----------|---------|----------|
343| RFQ Package | Request for Quotation | `templates/rfq-template.md` |
344| Supplier Scorecard | Performance tracking | `templates/scorecard.md` |
345| Should-Cost Model | Cost breakdown | `templates/should-cost.md` |
346| Negotiation Prep | Deal preparation | `templates/negotiation-prep.md` |
347| Category Strategy | Commodity planning | `templates/category-strategy.md` |
348| Supplier Audit | Assessment checklist | `templates/supplier-audit.md` |
349
350---
351
352## Integration Points
353
354### With A3CriticalThinking
355- Supply disruptions trigger A3 problem solving
356- Cost reduction projects use structured analysis
357- Priority hierarchy: Quality → Delivery → Cost
358
359### With AutomotiveManufacturing
360- PPAP documentation requirements
361- Control plan supplier inputs
362- Work instruction material specifications
363
364### With HoshinKanri
365- PPV targets cascade from strategic objectives
366- Supplier development as improvement priority
367- Bowling chart for supply chain KPIs
368
369---
370
371## Key Principles
372
3731. **Total Cost Thinking** - Never optimize piece price at expense of total cost
3742. **Supplier Partnership** - Best results come from collaboration, not adversarial relationships
3753. **Risk-Adjusted Decisions** - Factor in supply continuity, not just price
3764. **Data-Driven Negotiation** - Use should-cost and market intelligence
3775. **Continuous Improvement** - Year-over-year cost and quality improvement
3786. **Strategic Alignment** - Supply chain supports business objectives
3797. **Ethical Conduct** - Fair dealing, no kickbacks, transparent process
380
381---
382
383## Extended Context
384
385For detailed methodologies, case studies, and advanced strategies:
386`read ~/.claude/skills/SupplyChain/CLAUDE.md`
387
388For templates:
389`ls ~/.claude/skills/SupplyChain/templates/`