Agent skill · data analytics · nexscope-ai
supply-chain-optimization-amazon-lite
Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation
Why this skill is useful
Adds a calculation script for diagnosing supply chain bottlenecks and generating cost reduction strategies that the AI wouldn't reliably generate on its own.
What it needs
Requires python3 installed locally. About 2k tokens when loaded. Last updated 2026-07-23. 604 stars on the source repository.
What this skill does
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: Step 2: Business Profile Collection Guide user to describe in natural language: 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: Step 4: Bottleneck Diagnosis Run calculation script: 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 --- 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 --- Version 1.0.0 Platform: Amazon Lang: English --- Part of Nexscope AI — AI tools for e-commerce sellers.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills nexscope-ai/supply-chain-optimization-amazon