Ecommerce Analyzer — 电商数据分析

v1.0.0

一站式抓取并分析淘宝、京东、拼多多等主流中文电商平台的销量、价格、评价、关键词及竞品数据，自动生成可视化报表与趋势预警，帮助商家实时优化运营策略。

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by @bingze00000

数据与API

使用场景：使用Ecommerce Analyzer — 电商数据分析进行数据与API使用Ecommerce Analyzer — 电商数据分析

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最后更新

2026/3/28

安全扫描

VirusTotal

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OpenClaw

可疑

medium confidence

The skill's stated purpose (e-commerce scraping/analysis) is plausible, but important pieces are missing or inconsistent (no source/homepage, no install instructions despite listing selenium/pandas, no provenance), so proceed with caution.

评估建议

This skill claims to perform cross-platform ecommerce scraping and analysis but is instruction-only and missing important implementation details. Before installing or using it: (1) ask the author for the source/repository and detailed install steps (including browser drivers for Selenium and any service endpoints); (2) do not supply credentials or secrets until you verify how they will be stored and used; (3) prefer running it in an isolated environment or sandbox and review any code prior to gr...

详细分析 ▾

⚠ 用途与能力

The SKILL.md describes scraping/analysis across multiple e-commerce platforms; _meta.json lists Python libraries (pandas, requests, selenium) that are consistent with that purpose. However the registry metadata claimed no required binaries or env vars and there is no install spec — Selenium typically requires a browser and driver (chromedriver/geckodriver) and possibly proxy/configuration; that system-level dependency is not declared. Absence of a source repo or homepage reduces provenance.

ℹ 指令范围

The runtime instructions in SKILL.md are narrowly scoped to analysis commands (商品分析, 竞品监控, 评论分析, etc.) and do not instruct the agent to read unrelated files or credentials. However they assert features like '实时监控' and '自动报告' without describing scheduling, notification endpoints, or how long-running monitoring should be performed — giving the agent broad discretion at runtime.

⚠ 安装机制

This is an instruction-only skill with no install spec. Yet _meta.json lists dependencies including selenium. There are no install steps, no mention of browser drivers, no trusted release URLs, and no guidance on environment setup. That mismatch is a red flag: the agent or integrator would need to supply system packages and drivers out-of-band, which is a potential setup and security gap.

ℹ 凭证需求

The skill requests no environment variables or credentials. For public scraping this may be sufficient, but many monitoring workflows rely on API keys, login accounts, proxy credentials, or anti-bot services — none are declared. The lack of declared secrets is not inherently malicious but is surprising given the stated capabilities and should be clarified.

✓ 持久化与权限

always is false and user-invocable is true. The skill does not request persistent system-wide privileges or claim to modify other skills. No concerns here based on the available metadata.

安全有层次，运行前请审查代码。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/3/28

Initial release of Ecommerce Analyzer: - Supports analysis across major platforms: 淘宝/天猫, 京东, 拼多多, 抖音电商, 快手电商, and 亚马逊. - Key features include sales data analysis, competitor monitoring, price tracking, review sentiment analysis, keyword optimization, and shop operations analysis. - Provides commands for product analysis, competitor tracking, comment sentiment analysis, and keyword research. - Multi-format report export: Excel, CSV, and PDF. - Includes real-time monitoring, automatic reports, price alerts, sentiment analysis, and data visualization.

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安装命令

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官方npx clawhub@latest install ecommerce-analyzer

镜像加速npx clawhub@latest install ecommerce-analyzer --registry https://cn.longxiaskill.com 镜像可用

本土化适配说明

Ecommerce Analyzer — 电商数据分析安装说明：安装命令：npx clawhub@latest install ecommerce-analyzer 支持国内镜像加速，使用 --registry https://cn.longxiaskill.com 参数可加速下载

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运行时依赖

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安装命令

本土化适配说明

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