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Agent Skill · 研究检索

china-export-data-hunter(中国出口数据猎人)

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-hunter 是研究检索类 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 26,674。

总安装 3,525周安装 144GitHub Stars 公开资料未说明下载 1,140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-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

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。

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。

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-hunter;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

china-export-data-hunter 怎么安装?

在终端执行 openclaw skills install china-export-data-hunter。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-hunter 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-hunter 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。

china-export-data-hunter 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-hunter 用的人多吗?

公开数据是累计安装 3,525 次,近一周安装 144 次,下载 1,140 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-hunter 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

不太适合

  • 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-hunter

中国出口数据猎人 · 本页

3,525—需要联网MIT-0有提醒

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-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

平台分布

OpenClaw

85.05%
按下载量换算970

安全审计

VirusTotal

通过

ClawScan

可疑

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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