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Agent Skill · 开发

cb-shipping-optimizer(CB 运输优化器)

cb-shipping-optimizer 用于补充开发相关能力,适合在 OpenClaw 中需要让 Agent 承接开发相关任务时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

cb-shipping-optimizer 是开发类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在开发类的 21,746 个 Skill 里排第 9,194。

总安装 2,822周安装 120GitHub Stars 公开资料未说明下载 989核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:cb-shipping-optimizer(CB 运输优化器)
来源仓库:https://github.com/harrylabsj/cb-shipping-optimizer
安装命令:
openclaw skills install cb-shipping-optimizer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install cb-shipping-optimizer

这个 Skill 是做什么的

开发类 Skill 面向写代码、改代码和排查问题,一般会读写仓库文件,部分还会执行构建或测试命令。

CB 运输优化器制定低成本国际航运策略,综合比较承运商费率与服务质量。适用于有跨境发货需求的电商或制造型企业,用于规划最优配送网络与时效组合。提供批量折扣分析、清关建议与区域枢纽选址支持,减少整体履约成本。操作中可能调用外部物流 API,请确保密钥安全并限制高频请求以防被封禁。

建议结合历史订单数据校准预测模型,避免因季节性波动导致策略偏差。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install cb-shipping-optimizer;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

cb-shipping-optimizer 怎么安装?

在终端执行 openclaw skills install cb-shipping-optimizer。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

cb-shipping-optimizer 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

cb-shipping-optimizer 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

cb-shipping-optimizer 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

cb-shipping-optimizer 用的人多吗?

公开数据是累计安装 2,822 次,近一周安装 120 次,下载 989 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

cb-shipping-optimizer 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理开发类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

开发类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
skill-vetter

技能审查员 · OpenClaw

8,779,018986操作浏览器MIT-0通过
ontology

本体论 · OpenClaw

6,636,960576只读MIT-0通过
entra-app-registration

内部应用程序注册 · Codex、Claude

6,631,872764接触敏感数据未明确通过
entra-app-registration

内部应用程序注册 · Codex、Claude

3,757,680201接触敏感数据未明确通过
nano-banana-pro

纳米香蕉专业版 · OpenClaw

3,526,898364接触敏感数据MIT-0有提醒
cb-shipping-optimizer

CB 运输优化器 · 本页

2,822—需要联网MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
International Shipping Optimizer
slug
cb-shipping-optimizer
description
Cost-effective international shipping strategy and carrier optimization framework
category
cross-border-ecommerce
type
descriptive
language
en
author
Harry (code agent)
version
1.0.0

International Shipping Optimizer

Overview

Cost-effective international shipping strategy and carrier optimization framework. Evaluates carriers across speed, cost, reliability, tracking, and customs handling. Provides lane-specific recommendations, customs clearance guidance, and cost optimization strategies. Pure descriptive skill. No code execution, API calls, or network access.

Trigger Keywords

Use this skill when the user mentions or asks about:

  • shipping options for US, Germany, UK, Japan, Australia, France, Brazil, India, Canada, Netherlands
  • reduce international shipping costs
  • best carrier for China to US or Europe
  • international shipping strategy and logistics planning
  • customs and duties for specific countries
  • DHL vs FedEx vs UPS comparison
  • ePacket vs EMS vs SF Express
  • sea freight vs air freight
  • de minimis thresholds
  • duty-free allowances by country

Primary Triggers

  • "best shipping options from China to US and Germany for 2kg package"
  • "how to reduce international shipping costs for apparel"
  • "shipping strategy for multiple international markets"
  • "DHL vs FedEx vs UPS for China to Europe"
  • "sea freight from China to US"
  • "customs duty for electronics shipped to Japan"
  • "de minimis threshold for Brazil"

Supported Lanes

Origin: China (mainland)

Destinations: US, Germany, UK, Japan, Australia, France, Brazil, India, Canada, Netherlands

Supported Carriers

  1. DHL Express — Fast, global, excellent customs handling, premium pricing
  2. FedEx International — Fast, reliable, strong tracking, slightly cheaper than DHL
  3. UPS Worldwide — Fast, excellent for US, good bulk rates, strong tracking
  4. TNT Express — Strong in Europe, good value, acquired by FedEx
  5. EMS / ePacket — Economy, China Post backed, long transit, low cost
  6. SF Express — Best for China-Hong Kong-Macao, competitive in Asia-Pacific
  7. Aramex — Strong in Middle East and Africa, good for cross-border e-commerce
  8. Sea Freight — Slow (4-8 weeks), lowest cost per kg, best for large/bulk shipments

Workflow

  1. Receive input — Parse origin, destination markets, package weight, value, delivery preference, tracking needs
  2. Evaluate carriers — Score carriers across speed, cost, reliability, tracking, customs handling
  3. Lane recommendations — Generate carrier recommendations per origin-destination lane
  4. Customs framework — Provide duty rates, documentation requirements, clearance tips per market
  5. Cost optimization — List strategies with saving potential and implementation guidance

Input Format

Accepts natural language or structured JSON describing:

  • origin country (default: China)
  • destination markets (list of country names or codes)
  • package weight (kg)
  • declared value (USD)
  • delivery time preference: fast | balanced | economy
  • tracking needed: true | false
  • insurance needed: true | false
  • categories of goods: electronics | apparel | cosmetics | home goods | mixed

Output Structure

Returns JSON with these top-level fields:

  • input_analysis: parsed summary of user input
  • carrier_evaluation_matrix: scored carriers with speed, cost, reliability, tracking, customs, best use cases
  • lane_recommendations: carrier recommendations per origin-destination pair
  • customs_clearance_framework: duty rates, documentation, clearance tips per market
  • cost_optimization_strategies: 5+ strategies with saving potential and implementation
  • disclaimer: safety disclaimer

Scoring System

Each carrier is scored 1-10 on:

  • speed_score: transit time performance (10 = fastest, 1 = slowest)
  • cost_per_kg: value score (10 = cheapest per kg, 1 = most expensive)
  • reliability: delivery success rate (10 = highest)
  • tracking_quality: tracking granularity and accuracy (10 = best)
  • customs_handling: ease of customs clearance (10 = smoothest)
  • overall_score: weighted average

Safety and Disclaimer

Descriptive guidance only. Not professional legal, regulatory, or business advice. Shipping costs, carrier availability, and regulations change frequently. Always verify current information with carriers and customs authorities before making shipping decisions.

Examples

Example 1: Electronics from China to US and Germany

Input: "best shipping options for electronics from China to US and Germany 2kg package value $200" Output: Carrier comparison matrix (DHL, FedEx, UPS, EMS), lane-specific recommendations, customs duty guidance (de minimis $800 for US, $150 for Germany), cost optimization strategies.

Example 2: Apparel to UK, Japan, Australia

Input: "how to reduce international shipping costs for apparel to UK Japan Australia" Output: Economy carrier recommendations, consolidated shipping strategy, regional warehouse considerations, dimensional weight optimization, 5+ cost reduction tactics.

Example 3: Heavy Package to Brazil

Input: "shipping 15kg home goods from China to Brazil, value $500, need insurance" Output: Sea freight vs air freight comparison, carriers suited for heavy shipments, Brazil customs duty guidance (60%+ for home goods), insurance recommendations, consolidation strategies.

Example 4: Fast Delivery to Canada and Netherlands

Input: "urgent 1kg document from China to Canada and Netherlands, fastest option" Output: Top express carriers ranked by speed (DHL, FedEx, UPS), lane-by-lane timing, cost comparison for urgent delivery.

Acceptance Criteria

  • Evaluates at least 8 carriers with numerical scoring
  • Provides lane-specific recommendations for at least 2 destination markets
  • Includes customs clearance framework with documentation requirements for at least 5 countries
  • Lists at least 5 cost optimization strategies with saving potential
  • Returns valid JSON with all documented fields present
  • Contains complete safety disclaimer in every output
  • Includes input_analysis summarizing parsed input
  • Pure descriptive — no code execution, API calls, network access

平台分布

OpenClaw

96.6%
按下载量换算955

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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