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Install in OpenClaw
/install supply-chain-optimization-amazon
Description
Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation
Usage Guidance
This bundle appears coherent and implements a local supply‑chain analyzer. Before installing/running:
- Ensure you trust the source because the skill executes Python code locally (inspect the included scripts yourself — they are provided).
- The scripts write report files to disk (Markdown/HTML); check where files will be created and remove them if needed.
- The generated HTML references Chart.js on jsdelivr; opening the report will make your browser fetch that CDN resource — avoid opening it on sensitive networks if you are concerned about external requests.
- Do not paste secrets (API keys, cloud credentials) into the conversation input; the tool only needs business and numeric data.
- Verify runtime expectations (Python 3 available, working directory) and that the calculator exposes the expected CLI entrypoint in your environment (scripts import/use functions internally).
Capability Analysis
Type: OpenClaw Skill
Name: supply-chain-optimization-amazon
Version: 0.1.0
The skill bundle is a legitimate supply chain analysis tool designed for e-commerce sellers. It uses a conversational workflow to collect business data and executes local Python scripts (calculator.py, report_doc.py, report_html.py) to diagnose bottlenecks and generate Markdown or HTML reports. The code is transparent, lacks any signs of data exfiltration, malicious execution, or obfuscation, and its behavior aligns perfectly with its stated purpose.
Capability Assessment
Purpose & Capability
Name/description match the included artifacts: calculator and two report generators. No unrelated environment variables, binaries, or config paths are requested. The provided scripts implement metric calculation and report generation appropriate for a supply‑chain optimizer.
Instruction Scope
SKILL.md confines itself to guided data collection and running the included Python scripts (e.g., python3 scripts/calculator.py with JSON input). The scripts write local report files (Markdown/HTML). The generated HTML references an external Chart.js CDN (https://cdn.jsdelivr.net) — this only loads when the user opens the HTML and is not an active network call from the skill itself. No instructions to read unrelated system files or environment secrets were found.
Install Mechanism
There is no install spec (instruction-only skill). Code files are bundled with the skill but nothing is downloaded or extracted from external/untrusted URLs during install.
Credentials
The skill declares no required environment variables or credentials. The scripts accept user‑provided numeric/business inputs only; no secret tokens or external service keys are requested.
Persistence & Privilege
always is false and the skill does not request elevated or persistent platform privileges. It writes report files to disk in the working directory (normal for a reporting tool).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install supply-chain-optimization-amazon - After installation, invoke the skill by name or use
/supply-chain-optimization-amazon - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of Supply Chain Optimization (Lite) for Amazon:
- Enables conversation-driven diagnosis of supply chain bottlenecks for Amazon sellers.
- Collects business profile and key supply chain data interactively—no API integration required.
- Automatically identifies top cost and bottleneck issues with calculations and a visual metrics table.
- Provides actionable cost reduction strategies for each identified bottleneck.
- Offers output in text, web-based chart, or shareable document formats.
- Includes customizable benchmark metrics for margin, shipping cost, inventory turnover, and cash cycle.
Metadata
Frequently Asked Questions
What is Supply Chain Optimization Amazon Lite?
Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation. It is an AI Agent Skill for Claude Code / OpenClaw, with 148 downloads so far.
How do I install Supply Chain Optimization Amazon Lite?
Run "/install supply-chain-optimization-amazon" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Supply Chain Optimization Amazon Lite free?
Yes, Supply Chain Optimization Amazon Lite is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Supply Chain Optimization Amazon Lite support?
Supply Chain Optimization Amazon Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Supply Chain Optimization Amazon Lite?
It is built and maintained by Henk Nie (@phheng); the current version is v0.1.0.
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