Customs Data Analysis Expert for Openclaw

An advanced AI-powered customs intelligence skill that automates multi-dimensional trade data analytics, logistics auditing, and supplier discoveries.

topeasy666
v1.0.57
Jun 10, 2026
0
51
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install customdata

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install customdata using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).

Prefer to download?

Get the raw skill files in a ZIP archive.

What is Customs Data Analysis Expert?

The Customs Data Analysis Expert skill provides developers, trade analysts, and sourcing managers with automated, direct access to global customs databases and bill of lading shipping manifests. By incorporating this skill into your ecosystem of Openclaw Skills, you can programmatically extract insights on buyers, top manufacturers, market share distributions, and monthly transaction volumes across 30 major global trade territories.

Behind the scenes, the skill communicates with the Ora Trade database using highly optimized queries that bypass standard, error-prone shell requests. Whether you need to assess the buying patterns of an importer, cross-reference container sizes from ocean freight records, or audit market penetration metrics by HS code, this skill delivers structured analytics with built-in fallbacks, such as translating English key terms into accurate Chinese identifiers to achieve precision-matching backend results.

Customs Data Analysis Expert Use Cases

  • Supply Chain Auditing: Trace any company's supplier networks, verify manufacturing volumes, and identify alternative manufacturing partners.
  • Lead Sourcing & Enrichment: Uncover active importers of specific commodities or HS code classifications within target jurisdictions.
  • Logistics & Port Tracking: Extract exact ocean or air freight details, including carrier names, vessel identifiers, port-to-port pathways, and container weights.
  • Macroeconomic Analysis: Consolidate historical transaction trends over customized ranges to evaluate the velocity and rise of market segments.

How Customs Data Analysis Expert Works

  1. Intent Categorization: The AI inspects natural language prompts to detect targeted analytical categories (HS code, importer lookup, shipping data, or trade intelligence).
  2. Secure Key Verification: The system checks your local filesystem path (TPAgent.key) to read the required credential and safely pass it via the X-API-Key header.
  3. Query Optimization: Input product terms in English are automatically converted to their optimal Chinese equivalents, safeguarding backend indexing compatibility.
  4. Structured API Querying: Programmatic requests are routed natively through Node.js HTTPS modules to avoid local shell encoding issues, ensuring reliable transmission of dates, country codes, and terms.
  5. Aggregate Reporting: RAW responses are processed into clean, developer-friendly Markdown tables or lists, suppressing raw API variable names to present pure, logical business intelligence.

Customs Data Analysis Expert Setup

To activate this integration within your workspace alongside other Openclaw Skills, complete the following setup sequence:

1. Store Your API Credentials

Write your Ora Trade API key securely to the local environment configuration path. Make sure not to pass keys through environment variables to prevent leaking credentials in agent shell executions.

# For PowerShell environments
Set-Content -Path "$env:USERPROFILE\.openclaw\workspace\skills\TPAgent.key" -Value "YOUR_SECRET_KEY"

# For Unix, Linux, or macOS systems
mkdir -p ~/.openclaw/workspace/skills
echo "YOUR_SECRET_KEY" > ~/.openclaw/workspace/skills/TPAgent.key

2. Configure Your Skills Entry

Ensure your local config file contains the necessary target routing parameters:

{
  "skills": {
    "entries": {
      "h_smtso_com": {
        "config": {
          "api_base_url": "https://h.smtso.com/skill/customs",
          "timeout": 30000,
          "promotion_url": "https://www.oraskl.com",
          "promotion_text": "For more advanced trade data, visit Ora Trade"
        },
        "process": {
          "env": {}
        }
      }
    }
  }
}

3. Verify Execution

This skill requires Node.js to communicate with the remote server. Ensure node is installed and globally accessible in your system's executable paths.

Customs Data Analysis Expert Data Schema & Taxonomy

Supported Target Domains

This skill categorizes data aggregation pathways depending on your target objectives. The table below represents the parameters and output objects mapped natively by this system:

Analytical Domain Primary Input Parameters Key Outputs Returned
HS Code / Product hs_code_product, importercountrytag, tradetype, StartDate, EndDate Total purchase amount, Top 10 Importers list, Supplier tier structures, Penetration stats
Importer Lookup importer, importercountrytag, tradetype, StartDate, EndDate Transaction totals, Monthly averages, Top 5 Exporters, Top 5 HS Codes traded
Exporter Lookup exporter, importercountrytag, tradetype, StartDate, EndDate Client allocation arrays, Timeline metrics, Export detail listings
Shipping Info Product_Desc, HS_Code, Importer, Exporter Bill of lading sequences, Carrier identifiers, Cargo weight & units, Vessel data
Trade Intelligence dataType (1=Company, 2=Product, 3=Country), year Overall trade count, Total trade valuation, Active company registries, Monthly trend tables

Country Representation Standard

Always use standard, lowercase two-letter codes (such as us for United States, cn for China, de for Germany, and jp for Japan). Leaving the country parameter blank automatically evaluates matches across all 30 supported nations.

Customs Data Analysis Expert Advanced Features

  • Auto-Fallback Mode: Runs automatically in free tier mode (returning US import records only) if the secure local API key file is missing or blank.
  • Implicit Date Extension: If queries yield zero transaction lines inside the default 1-year timeline, the skill expands its query coverage up to a 10-year period to locate historical transactions.
  • Native Localization Translation: Performs behind-the-scenes string translations of product profiles, converting English descriptors like 'LED driver' or 'solar light' to optimized terms for indexing accuracy.
  • Secure Process Isolation: Implements programmatic key ingestion inside closed Node subprocesses, preventing LLM models from leaking sensitive tokens.

SKILL.md


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