Supply Chain Optimization Amazon

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 3e6c611584c3 · 19 Oct 2026Report an issue or request a re-scan

• Publishernexscope-ai GitHub organizationOwner of the repository this skill is read from
• Source foldernexscope-ai/eCommerce-Skills/supply-chain-optimization/supply-chain-optimization-amazonThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdict3e6c611584c3A new audit runs when the source changes
• Repository statusNot archivedLast push 54 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation

---
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
---

# 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:

```bash
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"
```

---

## 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`.

---

## 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
```

---

_Version 1.0.0 | Platform: Amazon | Lang: English_

---

**Part of [Nexscope AI](https://www.nexscope.ai/?co-from=skill) — AI tools for e-commerce sellers.**

Excerpt, first 3,404 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/nexscope-ai/eCommerce-Skills
git -C eCommerce-Skills checkout 3e6c611584c3

Works in

1. 2026-10-19
   ✓SAFE B 89 / 100

   first audit · source 3e6c611584c3

Questions about Supply Chain Optimization Amazon

• github.com/nexscope-ai/eCommerce-Skills/tree/main/supply-chain-o — the audited source at commit 3e6c611584c3 and every finding aboveObserved · 19 Oct 2026

Spotted something wrong? Report a correction · Methodology