Data & analysis

Query date reference information for customs trade data queries — retrieve last year, last month, and same-month-last-year date values for use in trade data queries. Provides accurate fiscal reference dates for customs data analysis and import-export trade

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Query date reference information — retrieve last year, last month, and same-month-last-year date values for use in trade queries. Trigger: date reference, last year, last month, same month last year, trade query dates, reference date info

What it does

Query date reference information — retrieve last year, last month, and same-month-last-year date values for use in trade queries. Trigger: date reference, last year, last month, same month last year, trade query dates, reference date info

The skill document

Customs Overview Date

Query date reference information using the UpKuaJing Open Platform API.

Overview

This skill provides date reference values from UpKuaJing's system. It returns last year's year value, last month's year-month value, and the same month from last year. These reference dates are useful when constructing queries for other customs overview skills (summary, trade-list, trend, etc.).

Running Scripts

Environment Setup

  1. Check Python: python --version
  2. Install dependencies: pip install -r requirements.txt

Script directory: scripts/*.py Run example: python scripts/*.py

Important: Always use direct script invocation like python scripts/customs_overview_date.py. Do NOT use shell compound commands like cd scripts && python customs_overview_date.py

Date Reference Query (customs_overview_date.py)

  • Return granularity: One set of date reference values per query
  • Use cases: Get reference dates for constructing trade queries, find last year's year value for overview queries, find last month's month value for trend queries
  • Examples:
    • "What's the last month for trade data"
    • "Get reference dates for customs overview queries"
  • Parameters: See Date Reference API

API Key and Top-up

This skill requires an API key. The API key is stored in the ~/.upkuajing/.env file:

cat ~/.upkuajing/.env

Example file content:

UPKUAJING_API_KEY=your_api_key_here

API Key Not Set

First check if the ~/.upkuajing/.env file has UPKUAJING_API_KEY; If UPKUAJING_API_KEY is not set, prompt the user to choose:

  1. User has one: User provides it (manually add to ~/.upkuajing/.env file)
  2. User doesn't have one: You can apply using the interface (auth.py --new_key), the new key will be automatically saved to ~/.upkuajing/.env Wait for user selection;

Account Top-up

When API response indicates insufficient balance, explain and guide user to top up:

  1. Create top-up order (auth.py --new_rec_order)
  2. Based on order response, send payment page URL to user, guide user to open URL and pay, user confirms after successful payment;

Get Account Information

Use this script to get account information for UPKUAJING_API_KEY: auth.py --account_info

API Key and UpKuaJing Account

Fees

All API calls incur fees, different interfaces have different billing methods.

Latest pricing: Users can visit Detailed Price Description Or use: python scripts/auth.py --price_info (returns complete pricing for all interfaces)

Query Billing Rules

Billed by number of calls, each call returns one set of date references:

  • Each API call incurs a fee
  • Before execution:
    1. Inform user that this query will incur a fee
    2. Stop, wait for explicit user confirmation in a separate message, then execute script

Fee Confirmation Principle

Any operation that incurs fees must first inform and wait for explicit user confirmation. Do not execute in the same message as the notification.

Workflow

Decision Guide

User IntentUse API
"Get reference dates for customs overview"Date Reference Query
"What year and month values to use for trade queries"Date Reference Query
"Find the last month with available trade data"Date Reference Query

Usage Examples

Query Date Reference

User request: "Get reference dates for customs overview"

python scripts/customs_overview_date.py --params '{}'

The response provides:

  • yesteryear: Last year's year value (e.g., 2025)
  • lastMonth: Last month's year-month value (e.g., 202604)
  • yesteryearMonth: Same month last year (e.g., 202504)

Error Handling

  • API key invalid/non-existent: Check UPKUAJING_API_KEY in ~/.upkuajing/.env file
  • Insufficient balance: Guide user to top up
  • Invalid parameters: Must first check the corresponding API documentation in references/ directory, get correct parameter names and formats from documentation, do not guess

API Documentation Reference

  • Date Reference: Check references/customs-overview-date-api.md

Best Practices

  1. Check API documentation:

    • Before executing queries, must first check the corresponding API reference documentation
    • Check references/customs-overview-date-api.md
    • Do not guess parameter names, get accurate parameter names and formats from documentation
  2. No business parameters required:

    • Pass an empty JSON object {} as params
    • The API has no business request parameters
  3. Using the results:

    • Use yesteryear for the year parameter in customs-overview-summary, customs-overview-trade-list, and customs-overview-top-n queries
    • Use lastMonth and yesteryearMonth as reference for startDate/endDate in customs-overview-trend queries
    • The date reference values are system-calculated based on the current date
  4. Cross-skill usage:

    • Use this skill to get the correct date values before making other overview queries
    • Especially useful when users don't specify exact years or months

Notes

  • No business parameters are required — pass an empty JSON object {}
  • yesteryear is the previous calendar year (4-digit)
  • lastMonth is the previous calendar month (6-digit year-month format)
  • yesteryearMonth is the same calendar month from the previous year
  • File paths use forward slashes on all platforms
  • Prohibit outputting technical parameter format: Do not display code-style parameters in responses, convert to natural language
  • Do not estimate or guess per-call fees — use python scripts/auth.py --price_info to get accurate pricing information
  • Do not guess parameter names, get accurate parameter names and formats from documentation

Other UpKuaJing skills you might find useful:

  • customs-overview-summary — Query trade overview summary (aggregated)
  • customs-overview-trade-list — Query country trade list with paginated breakdown
  • customs-overview-trend — Query import/export trade trends by month
  • customs-overview-top-n — Query top N suppliers or buyers
  • customs-overview-us-import — Query US import transaction statistics
  • customs-company-stats — Query company basic trade statistics
  • customs-company-trends — Query company trade trends (monthly breakdown)
  • customs-company-partner-stats — Query company trade partner distribution
  • customs-company-area-stats — Query company trade area statistics (aggregated)
  • upkuajing-customs-trade-company-search — Search customs trade companies

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