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Agent Skill · 研究检索

china-export-data(中国出口数据)

用于辅助前端页面、组件、样式和交互逻辑的开发与维护。它适合让 Agent 生成或审查 React、Next.js、Vue、Tailwind、CSS 等相关代码,整理组件结构,或定位布局和性能问题。使用时需要结合项目现有设计系统、路由和构建方式,避免只生成孤立片段;涉及页面改动时,应配合本地预览和构建检查确认视觉效果。

china-export-data 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 14,351。

总安装 8,617周安装 352GitHub Stars 公开资料未说明下载 2,760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:china-export-data(中国出口数据)
来源仓库:https://github.com/findhappy7/china-export-data
安装命令:
openclaw skills install china-export-data
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

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

从中国海关总署等权威渠道获取分HS编码、目的地的进出口统计数据。适合外贸企业监控自身出口表现、对标同行及进行合规申报参考。支持按年份、季度、国别导出明细表,可用于财务核算与市场分析。安装命令:openclaw skills install china-export-data;需授权访问政府开放数据接口。

注意数据存在滞后性(通常延迟1-3个月),重大政策变动需额外关注商务部公告。

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 china-export-data;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

    它需要接触敏感数据,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

china-export-data 怎么安装?

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

china-export-data 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。

china-export-data 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

china-export-data 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。

china-export-data 用的人多吗?

公开数据是累计安装 8,617 次,近一周安装 352 次,下载 2,760 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。

china-export-data 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

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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。
  • 需要处理研究检索类任务、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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
china-export-data

中国出口数据 · 本页

8,617—接触敏感数据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
china-export-data
description
Access and retrieve China's official export statistics from authoritative sources. Provides step-by-step guidance for querying trade data by HS code, destination country, time period, and other dimensions. Essential for baseline market research and verification.

China Export Data

Purpose: Provide straightforward access to official Chinese export statistics for research, verification, and baseline market analysis.

Target Users: Researchers, analysts, students, small business owners, and anyone needing factual China export data without advanced analytics requirements.


Official Data Sources

Source 1: UN Comtrade Database

Website: https://comtradeplus.un.org/

What it contains:

  • China's exports reported to the UN by partner countries
  • Mirror data (what partner countries report importing from China)
  • Global coverage with standardized HS codes
  • Historical data from 1962 to present

Best for:

  • Comparing China with other exporting countries
  • Analyzing China's exports to specific destination markets
  • Long-term historical trend analysis
  • Cross-country benchmarking

Access methods:

MethodURLRequirementsBest For
Web Interfacehttps://comtradeplus.un.org/lab?r=156FreeOne-off queries
APIhttps://comtradeapi.un.org/docs/v1Registration + API keyAutomated queries
Bulk DownloadPremium subscriptionPaid subscriptionLarge datasets

API Registration:

  1. Visit https://uncomtrade.org/docs/api-subscription-keys/
  2. Create account
  3. Request API key for "comtrade - v1" (free tier: 100 calls/hour)
  4. Premium tier available for unlimited access

Source 2: China Customs Statistics

Website: http://stats.customs.gov.cn/indexEn

What it contains:

  • Official export statistics from China's General Administration of Customs
  • More granular data than UN Comtrade
  • Port-level breakdowns
  • Trade mode classifications
  • Domestic destination information

Best for:

  • Most authoritative China-specific data
  • Port and regional analysis within China
  • Recent monthly data (1-2 month lag)
  • Detailed product classifications

Navigation Guide:

English Interface Navigation:

Home (http://stats.customs.gov.cn/indexEn)
├── Query by HS Code
│   ├── Select Year/Month
│   ├── Select HS Code (Chapter → Heading → Subheading)
│   ├── Select Trade Flow (Export/Import)
│   └── Select Filters (optional)
├── Query by Country/Region
│   ├── Select Partner Country
│   ├── Select Time Period
│   └── Select Product Category
└── Query by Customs Port
    ├── Select Port
    ├── Select Time Period
    └── Select Product/Partner

How to Query Data

Step-by-Step: UN Comtrade Web Query

Step 1: Access Query Builder
→ Go to https://comtradeplus.un.org/lab?r=156
   (Pre-filtered for China as reporter)

Step 2: Select Trade Flow
→ Click "Flow" dropdown
→ Select "Exports" (or "Re-exports" if needed)

Step 3: Select Partner Country
→ Click "Partner" field
→ Search and select destination country
→ Or select "All" for global exports

Step 4: Select Product (HS Code)
→ Click "Commodity Code" field
→ Choose classification level:
   • HS 2-digit (broad category, e.g., "84 - Machinery")
   • HS 4-digit (specific heading)
   • HS 6-digit (detailed subheading)
→ Enter or select code

Step 5: Select Time Period
→ Choose "Year" (single or range)
→ For monthly data, select specific months

Step 6: Run Query
→ Click "Preview" for quick view
→ Click "Download" for CSV/Excel export

Step 7: Interpret Results
Columns explained:
• Reporter: Exporting country (China)
• Partner: Importing country
• Trade Value (USD): Export value in US dollars
• Netweight (kg): Quantity in kilograms
• Quantity: Alternative unit (if applicable)

Step-by-Step: China Customs Web Query

Step 1: Access English Interface
→ Go to http://stats.customs.gov.cn/indexEn

Step 2: Choose Query Type
→ "Query by HS Code" for product-focused search
→ "Query by Country/Region" for market-focused search
→ "Query by Customs Port" for logistics analysis

Step 3: Set Parameters
For HS Code Query:
→ Select Year and Month (or range)
→ Click HS Code selector
   • Expand chapters (01-97)
   • Select 2-digit chapter
   • Select 4-digit heading
   • Select 6-digit subheading (optional)
→ Select Trade Flow: "Export"
→ Apply additional filters (optional):
   • Trade Mode (General, Processing, etc.)
   • Customs Port
   • Domestic Destination
   • Transport Mode

Step 4: Execute Query
→ Click "Query" button
→ Wait for results (may take 10-30 seconds)

Step 5: Review Results
→ Table shows: HS Code, Description, Unit, Quantity, Value
→ Click column headers to sort
→ Use pagination for large result sets

Step 6: Export Data
→ Click "Export" or download icon
→ Choose format (Excel/CSV)
→ Save to local drive

Data Dictionary

Common Fields Explained

FieldDescriptionExample
HS CodeHarmonized System product classification8517.12 (Phones)
Trade ValueExport value in US dollars$1,234,567
NetweightWeight in kilograms50,000 kg
QuantityProduct-specific unit (if different from kg)10,000 units
Trade FlowDirection of trade (Export/Import/Re-export)Export
ReporterCountry reporting the dataChina
PartnerTrading partner countryUnited States
Customs PortChinese port of departureShanghai
Trade ModeType of trade arrangementGeneral Trade

HS Code Structure

HS Code Hierarchy Example (Electronics):

85          ← Chapter (2-digit): Electrical machinery
  ↓
8517        ← Heading (4-digit): Telephone sets
  ↓
8517.12     ← Subheading (6-digit): Phones for cellular networks
  ↓
8517.12.00  ← Full code (8-digit): Detailed classification

Where to find HS codes:
• https://www.trade.gov/harmonized-system-hs-codes
• https://www.foreign-trade.com/reference/hscode.htm
• China Customs website HS code lookup

Query Examples

Example 1: China's Laptop Exports to USA (2023)

UN Comtrade Query:
├── Reporter: China (156)
├── Partner: United States (842)
├── Flow: Exports (2)
├── HS Code: 8471.30 (Laptops)
└── Period: 2023

China Customs Query:
├── HS Code: 8471.30
├── Trade Flow: Export
├── Partner: United States
└── Period: 2023

Example 2: China's Top Export Products (Latest Month)

China Customs Query:
├── Query Type: Top Products
├── Trade Flow: Export
├── Period: Latest available month
└── Result: Sorted by trade value

Example 3: China's Exports by Port

China Customs Query:
├── Query Type: By Customs Port
├── Select Port: All (or specific like Shanghai, Shenzhen)
├── HS Code: Your product
├── Trade Flow: Export
└── Period: Select time range

Data Availability & Limitations

Update Schedule

SourceFrequencyTypical LagCoverage
UN ComtradeMonthly1-3 months200+ countries
China CustomsMonthly1-2 monthsChina only

Known Limitations

LimitationExplanationWorkaround
Mirror data discrepanciesPartner countries may report different valuesCompare both sources, use as range
Confidential data suppressionSome transactions not disclosedUse aggregated categories
HS code revisionsCodes change every 5 yearsUse concordance tables for historical comparison
Transshipment goodsGoods passing through China may be includedFilter by trade mode when possible

Data Quality Indicators

IndicatorGood QualityQuestionable
Completeness>95% of expected records<80% coverage
Timeliness<2 months lag>6 months lag
ConsistencyMatches mirror data within 20%>50% discrepancy

Troubleshooting Common Issues

Issue 1: "No data found"

Possible causes:

  • HS code doesn't exist for selected period
  • Too restrictive filters applied
  • Data not yet reported

Solutions:

  • Try broader HS code (2-digit instead of 6-digit)
  • Remove optional filters
  • Check if data for period is available

Issue 2: "Query timeout"

Possible causes:

  • Query too broad (all countries, all products)
  • Server load high

Solutions:

  • Narrow query scope
  • Query in smaller batches
  • Try during off-peak hours

Issue 3: Inconsistent values between sources

Possible causes:

  • Different reporting methodologies
  • Timing differences
  • Data revisions

Solutions:

  • Document both values with sources
  • Use ranges instead of precise figures
  • Check metadata for known issues

Quick Reference Card

┌────────────────────────────────────────────────────────────┐
│              CHINA EXPORT DATA - QUICK ACCESS              │
├────────────────────────────────────────────────────────────┤
│ UN COMTRADE                                                │
│ URL: comtradeplus.un.org                                   │
│ Best for: Global comparison, historical data               │
│ API: 100 calls/hour (free)                                 │
├────────────────────────────────────────────────────────────┤
│ CHINA CUSTOMS                                              │
│ URL: stats.customs.gov.cn/indexEn                          │
│ Best for: Official China data, port details                │
│ Update: Monthly (1-2 month lag)                            │
├────────────────────────────────────────────────────────────┤
│ HS CODE LOOKUP                                             │
│ trade.gov/harmonized-system-hs-codes                       │
│ foreign-trade.com/reference/hscode.htm                     │
├────────────────────────────────────────────────────────────┤
│ NEED HELP?                                                 │
│ UN Comtrade: unstats.un.org/wiki/display/comtrade          │
│ China Customs: Contact via website                         │
└────────────────────────────────────────────────────────────┘

Output Formats

When retrieving data, you can typically export as:

FormatExtensionBest For
CSV.csvData analysis in Excel, Python, R
Excel.xlsxPresentation, sharing with stakeholders
JSON.jsonAPI integration, web applications
PDF.pdfReports, documentation

Recommended: CSV for analysis, Excel for sharing

平台分布

OpenClaw

98.53%
按下载量换算2,719

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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