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china-export-data-hunter中国出口数据猎人

Agent Skill

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3,525

周安装

144

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下载量

1,140
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

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:china-export-data-hunter(中国出口数据猎人)
来源仓库:https://github.com/1970168137/china-export-data-hunter
安装命令:
openclaw skills install china-export-data-hunter
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 china-export-data-hunter

简介

主动爬取与整合中国出口贸易动态,识别竞争对手与新兴市场热点产品。

  • 适用于跨境电商选品、替代货源开发及供应链危机预警场景。
  • 输出热销品类排行、价格区间分布与主要出货港口信息,辅助快速决策。
  • 安装命令:openclaw skills install china-export-data-hunter;依赖爬虫频率限制与反爬机制应对能力。
  • 注意遵守robots协议与数据版权规定,避免高频请求导致IP被封禁。

SKILL.md

name
china-export-data-hunter
description
Proactively hunt and discover China's export trade data to identify competitors, track market movements, and uncover new business opportunities. Designed for aggressive market intelligence gathering and competitive analysis.

China Export Data Hunter

Purpose: Aggressively track, monitor, and analyze China's export activities to gain competitive advantages in international trade.

Target Users: Market researchers, competitive intelligence professionals, sales strategists, business development teams, and traders seeking to understand competitor movements and market dynamics.


Data Sources

Primary Sources

SourceURLBest ForCoverage
UN Comtradehttps://comtradeplus.un.org/Global trade flows, multi-country comparison200+ countries, 1962-present
China Customs Statisticshttp://stats.customs.gov.cn/indexEnOfficial China export data, HS-level detailChina-specific, highly detailed

Data Access Methods

UN Comtrade:

  • Free API: 100 calls/hour (registration required at https://uncomtrade.org/docs/api-subscription-keys/)
  • Premium API: Unlimited calls with subscription
  • Bulk download available for premium users

China Customs:

  • Web interface with query filters
  • No official API; web scraping may be required for automation
  • English interface available at /indexEn

Hunting Strategies

1. Competitor Tracking

Technique: Monitor specific Chinese exporters' shipping patterns

Query Parameters:
- Reporter: China (156)
- Partner: Your target market country
- Flow: Exports (2)
- HS Code: Your product category
- Period: Last 12 months rolling

Pro Tip: Use UN Comtrade's "Partner" filter to see which countries are receiving shipments from China in your product category. Cross-reference with shipping records to identify major Chinese suppliers.

2. Market Entry Detection

Technique: Identify when Chinese exporters enter new markets

Strategy:
1. Query China's exports to all partners for your HS code
2. Compare year-over-year data
3. Flag countries with >50% growth in Chinese imports
4. Investigate: New market opportunity or increased competition?

3. Price Intelligence Gathering

Technique: Estimate competitor pricing through unit value analysis

Calculation:
Unit Value = Trade Value (USD) / Quantity (kg or units)

Compare unit values across:
- Different Chinese ports (quality/grade differences)
- Destination countries (pricing strategies)
- Time periods (price trends)

China Customs Specific:

  • Access: http://stats.customs.gov.cn/indexEn
  • Navigate: "Query by HS Code" → Select Chapter → Input Code
  • Filter by: Trade Mode, Customs Port, Domestic Destination

Advanced Hunting Techniques

Multi-Source Cross-Reference

What to HuntUN ComtradeChina CustomsAction
Global market size✓ Query all partners✓ Verify China shareCalculate market penetration
Competitor countries✓ Compare reporters✓ Deep-dive China dataIdentify top competitors
Price trends✓ Unit value trends✓ Port-level pricingSpot arbitrage opportunities
Seasonal patterns✓ Monthly data✓ Monthly dataOptimize procurement timing

Seasonal Hunting Calendar

MonthHunt FocusData SourceExpected Insight
Jan-FebPre-Chinese New Year stockpilingChina CustomsSpot supply shortages
Mar-AprPost-holiday recovery patternsUN ComtradeIdentify restocking trends
May-JunMid-year shipping surgeBothPlan inventory buildup
Jul-AugPeak shipping season analysisBothNegotiate rates before peak
Sep-OctPre-holiday export rushChina CustomsPredict Q4 availability
Nov-DecYear-end clearance patternsBothSpot discount opportunities

Query Templates

Template 1: Competitor Country Identification

Objective: Find which countries compete with China in specific product

UN Comtrade Query:
- Reporter: All countries
- Partner: Target import market (e.g., USA, Germany)
- Flow: Imports (1)
- HS Code: Your product
- Period: Latest year

Analysis: Sort by Trade Value - top reporters are your competitors

Template 2: Chinese Export Surge Detection

Objective: Detect sudden increases in Chinese exports

China Customs Query:
- HS Code: Your product category
- Period: Last 24 months
- Flow: Export

Analysis: Calculate MoM and YoY growth rates, flag >30% increases

Template 3: Port Intelligence

Objective: Identify which Chinese ports dominate your product export

China Customs Query:
- HS Code: Your product
- Filter: Port of Departure
- Period: Last 12 months

Insight: Top ports indicate manufacturing clusters and logistics hubs

Data Interpretation Tips

Red Flags to Hunt For

SignalInterpretationAction
Sudden drop in China's exportsSupply chain disruption, policy change, or factory relocationInvestigate alternative suppliers
New competitor country emergingMarket diversification by buyersAssess quality/price positioning
Unit value decliningPrice war or commodity grade shiftReview pricing strategy
Unit value increasingPremium segment growth or cost inflationEvaluate margin pressure

Common Hunting Pitfalls

  1. Ignoring HS Code revisions: HS codes change every 5 years - verify code validity for historical comparisons
  2. Misinterpreting "re-exports": Data may include goods transshipped through China
  3. Overlooking trade modes: Processing trade vs. general trade have different implications
  4. Missing seasonal adjustments: Chinese New Year (Jan/Feb) always distorts data

Output Formats

When presenting hunting results, include:

  1. Executive Summary: Top 3 findings with business implications
  2. Competitor Matrix: Countries ranked by export volume/value
  3. Trend Charts: 12-24 month trajectories
  4. Actionable Recommendations: Specific next steps based on findings

Rate Limits & Best Practices

SourceLimitWorkaround
UN Comtrade Free API100/hourCache results, batch queries overnight
UN Comtrade WebSession-basedUse bulk download for large datasets
China CustomsNo known limitRespect server load, add delays between queries

Recommended Hunting Schedule:

  • Weekly: Monitor key competitors (automated API calls)
  • Monthly: Deep-dive analysis with fresh data
  • Quarterly: Comprehensive market intelligence report

适合场景

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