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Install in OpenClaw
/install warehouse-optimization
Description
E-commerce warehouse and inventory optimization advisor. Analyzes inventory health, calculates safety stock and reorder points, performs ABC analysis, evalua...
Usage Guidance
This skill package itself is instruction-only and coherent for its stated purpose. Before installing or following the SKILL.md's npx command, verify the external package 'nexscope-ai/eCommerce-Skills' (publisher, npm/GitHub project, README, recent commits, and issues) because running npx will download/execute external code. If you ever connect live accounts (Amazon, Shopify, 3PL portals) to any tool derived from this skill, grant the minimum scopes necessary and review where credentials are stored. Finally, because the skill can be invoked autonomously by the agent (platform default), be cautious about giving it live credentials or broad access without reviewing the upstream code it might install or call.
Capability Analysis
Type: OpenClaw Skill
Name: warehouse-optimization
Version: 0.1.0
The warehouse-optimization skill is a purely informational and analytical tool designed to provide e-commerce inventory advice. It contains no executable code, scripts, or network-reaching logic; instead, it provides the AI agent with formulas (e.g., Safety Stock, Reorder Point) and structured workflows for auditing warehouse efficiency. There are no signs of data exfiltration, malicious prompt injection, or unauthorized access attempts in SKILL.md or the metadata.
Capability Assessment
Purpose & Capability
The name/description (warehouse and inventory optimization) match the SKILL.md content: metrics, formulas, ABC analysis, safety stock, reorder points, and channel-specific recommendations. The skill does not request unrelated binaries, credentials, or config paths.
Instruction Scope
Runtime instructions are confined to asking the user for operational data and performing calculations/analyses (turnover, DOI, ABC, safety stock). There are no instructions to read system files, access environment variables, or transmit data to external endpoints.
Install Mechanism
The bundle contains no install spec and no code files (lowest-risk form). However, SKILL.md includes a suggested npx command (npx skills add nexscope-ai/eCommerce-Skills --skill warehouse-optimization -g) which, if followed by the user, would download and run external code from the npm/GitHub ecosystem. That suggestion is optional and external to the shipped package; verify the upstream package before running such commands.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. This is proportional for an advisory/calculation skill that only needs user-provided operational numbers.
Persistence & Privilege
The skill is not flagged always:true and does not request persistent system presence. It is user-invocable and allows autonomous invocation (platform default) but there are no other privileged behaviors in the bundle.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install warehouse-optimization - After installation, invoke the skill by name or use
/warehouse-optimization - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of warehouse-optimization: a comprehensive e-commerce warehouse and inventory optimization advisor.
- Analyzes inventory health and calculates safety stock and reorder points
- Performs ABC analysis and evaluates fulfillment and storage costs
- Supports all fulfillment models: Self-fulfillment, Amazon FBA/FBM, Walmart WFS, 3PL, Shopify, TikTok Shop, Dropshipping, and Hybrid setups
- Provides actionable recommendations for reducing stockouts, minimizing costs, and improving efficiency (including Amazon IPI optimization)
- No API key required; offers structured prompts and workflows for gathering user input and delivering guidance
Metadata
Frequently Asked Questions
What is Warehouse Optimization?
E-commerce warehouse and inventory optimization advisor. Analyzes inventory health, calculates safety stock and reorder points, performs ABC analysis, evalua... It is an AI Agent Skill for Claude Code / OpenClaw, with 161 downloads so far.
How do I install Warehouse Optimization?
Run "/install warehouse-optimization" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Warehouse Optimization free?
Yes, Warehouse Optimization is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Warehouse Optimization support?
Warehouse Optimization is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Warehouse Optimization?
It is built and maintained by Henk Nie (@phheng); the current version is v0.1.0.
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