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Install in OpenClaw
/install shipping-cost-optimizer
Description
Analyze ecommerce fulfillment notes across weight, volume, packaging, region, carrier pricing, and free-shipping policy, then turn rough order-cost data into...
Usage Guidance
This skill appears to be a local, heuristic report generator that works from user-supplied order/packaging notes. It does not need credentials or perform network calls in the visible code. Before installing: (1) confirm you are comfortable running third-party Python code in your environment; (2) avoid supplying sensitive production data (e.g., full customer records or live credentials) when testing — use representative, anonymized order/cost notes; and (3) if you plan to integrate this into an automated pipeline, review the full handler.py (and any missing parts) to ensure there are no additional network calls or side effects not contained in the files provided.
Capability Analysis
Type: OpenClaw Skill
Name: shipping-cost-optimizer
Version: 1.0.0
The shipping-cost-optimizer skill is a heuristic report generator that analyzes user-provided logistics notes to suggest cost-saving measures. The code (handler.py) and instructions (SKILL.md) are well-aligned, performing only string processing and keyword matching without any network access, file system modifications, or external execution risks.
Capability Assessment
Purpose & Capability
Name/description ask for offline analysis of order and packaging notes; the code parses user-provided text/structures and emits a markdown report. Required env, binaries, and config paths are none — proportional to the stated purpose.
Instruction Scope
SKILL.md restricts the skill to user-provided exports and explicitly disclaims live TMS/carrier/ERP integrations. The handler implementation only reads its own SKILL.md and the provided input; it does not attempt to access unrelated files, network endpoints, or secrets in the visible code.
Install Mechanism
No install spec is provided (instruction-only). The repository includes pure Python code and tests; there are no downloads, package installs, or extract steps that would write or execute remote code.
Credentials
The skill requests no environment variables, credentials, or config paths. The handler does not reference secrets or external service tokens in the provided source.
Persistence & Privilege
The skill is not marked always:true and does not request elevated persistence or modify other skills' configuration. Autonomous invocation is allowed by default (platform behavior) but is not combined with other red flags here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shipping-cost-optimizer - After installation, invoke the skill by name or use
/shipping-cost-optimizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
**Initial release of Shipping Cost Optimizer MVP**
- Analyze fulfillment notes and costs across weight, volume, packaging, region, carrier pricing, and free-shipping policy.
- Turn rough order and shipping data into a prioritized, practical cost reduction plan.
- Designed for operators needing logistics guidance without live system integrations.
- Returns a markdown report with snapshot, opportunities, pilot recommendations, and risk notes.
- Clearly separates quick wins from longer-term projects and highlights business impact and delivery risks.
Metadata
Frequently Asked Questions
What is Shipping Cost Optimizer?
Analyze ecommerce fulfillment notes across weight, volume, packaging, region, carrier pricing, and free-shipping policy, then turn rough order-cost data into... It is an AI Agent Skill for Claude Code / OpenClaw, with 107 downloads so far.
How do I install Shipping Cost Optimizer?
Run "/install shipping-cost-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shipping Cost Optimizer free?
Yes, Shipping Cost Optimizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shipping Cost Optimizer support?
Shipping Cost Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shipping Cost Optimizer?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.
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