Supply Chain Optimization Amazon Lite

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name: supply-chain-optimization-amazon-lite version: 1.0.0 description: Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation platform: amazon lang: en

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Supply Chain Optimization (Lite)

Supply chain bottleneck analysis tool - Conversation-based version

No API integration required. Collect data through guided conversation, automatically diagnose bottlenecks and output cost reduction strategies.

Use Cases

Amazon seller supply chain health check

Bottleneck identification and cost optimization

Supply chain decision support

Workflow

Step 1: Trigger Skill

User says:

Analyze my supply chain
Supply chain diagnosis
I want to optimize supply chain costs

Step 2: Business Profile Collection

Guide user to describe in natural language:

👋 Starting Supply Chain Analysis
Please describe your situation in a sentence or two, like:
"I sell kitchen products, 15 SKUs, $50K monthly sales, sourcing from Yiwu, sea freight to FBA, shipping costs seem high"
Or just tell me what problem you want to solve.

Identify and confirm:

Category

SKU count

Monthly revenue scale

Sourcing location

Logistics model

Main pain points

Step 3: Supply Chain Data Collection

Guide user to provide key data:

📊 I need some data to locate bottlenecks (rough numbers are fine)
Sourcing
• Product cost (FOB): $___/unit
• Supplier payment terms: ___ days
• Lead time: ___ days
Logistics
• Shipping cost per unit: $___
• Transit time: ___ days
Sales
• Average selling price: $___
• FBA fulfillment fee: $___/unit
• Monthly storage fee: $___/unit
• Ad spend ratio: ___%
Inventory
• Current inventory days: ___ days
• Long-term storage fees: Yes/No
Just reply in natural language.

Step 4: Bottleneck Diagnosis

Run calculation script:

python3 scripts/calculator.py '{"product_cost": 8, "supplier_payment_days": 0, ...}'

Output diagnosis report:

Key metrics table (with health status)

Cost structure breakdown

Top 3 bottlenecks

Step 5: Cost Reduction Strategies

For each bottleneck provide:

Problem description

Impact analysis

Specific recommendations

Action checklist

Step 6: Output Format Selection

📤 Analysis complete! Choose output format:
1️⃣ Text - View in current conversation (already shown)
2️⃣ Web Chart - Generate visual report webpage
3️⃣ Report Doc - Document format for sharing/presentation
Reply with number or say "generate web report"

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Benchmark Configuration

The following benchmarks can be customized based on your business:

| Metric | Healthy | Warning | Danger | |--------|---------|---------|--------| | Gross Margin | >40% | 30-40% | <30% | | Shipping Ratio | <5% | 5-10% | >10% | | Net Margin | >20% | 10-20% | <10% | | Inventory Turnover | <45 days | 45-60 days | >60 days | | Cash Cycle | <90 days | 90-120 days | >120 days |

To adjust, modify BENCHMARKS in scripts/calculator.py.

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File Structure

amazon-lite/
├── SKILL.md          # Index (this file)
├── SKILL.en.md       # English version
├── SKILL.zh-CN.md    # Chinese version
├── _meta.json
└── scripts/
    └── calculator.py

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_Version 1.0.0 | Platform: Amazon | Lang: English_

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Part of Nexscope AI — AI tools for e-commerce sellers.