功能描述

亚马逊商品监控技能 - 监控自有产品及竞品数据，支持价格追踪、评论分析、竞品对比和运营建议 | Amazon product monitoring skill - track your products and competitors with price tracking, review analysis, c...

使用说明 (SKILL.md)

Amazon Monitor | 亚马逊监控技能

Name: amazon-monitor亚马逊商品监控
Author: backtoyoung

Overview | 技能简介

A professional Amazon operations data collection and analysis skill. Helps sellers monitor key metrics of their own products and competitors, including price, ratings, review counts, and more. Provides data visualization and operational recommendations.

EN	这是一个专业的亚马逊运营数据采集和分析技能，帮助卖家监控自有产品和竞品的关键指标，包括价格、评分、评论数等，并提供数据可视化和运营建议。
A professional Amazon operations data collection and analysis skill	帮助卖家监控自有产品和竞品的关键指标
Price tracking, review analysis	价格追踪、评论分析
Competitor comparison	竞品对比
Operational recommendations	运营建议

Prerequisites | 前置要求

Runtime Environment | 运行环境

Python 3.8+

Required Dependencies | 必需安装

Dependency	Description	EN Description	Install Command
playwright	浏览器自动化	Browser automation	`pip install playwright && playwright install chromium`
matplotlib	趋势图生成	Trend chart generation	`pip install matplotlib`

Installation | 安装步骤

Step	EN	说明
1	Place `amazon-monitor` in OpenClaw skills directory	将 `amazon-monitor` 目录放到 OpenClaw skills 目录
2	Install dependencies	安装依赖
3	Install browser	安装浏览器

# EN
pip install playwright matplotlib
playwright install chromium

# CN
pip install playwright matplotlib
playwright install chromium

Features | 功能列表

1. Product Data Collection | 商品数据采集

Feature	EN	说明
数据项	Data points	商品标题、价格、星级、评论数
地区价格	Regional pricing	支持设置不同邮编查看各地区价格（美元）
历史记录	History	自动保存历史数据
趋势图	Trend charts	生成价格和评论趋势图

2. Automated Monitoring | 自动监控任务

Feature	EN	说明
定时任务	Scheduled tasks	创建定时监控任务（可调整频率：每5/10/15/30/60分钟等）
价格变化	Price change	价格上涨或下降时通知
评论变化	Review change	评论增加或减少时通知
星级变化	Rating change	评分波动时通知
链接失效	Link invalid	商品下架或链接失效时通知
暂停/恢复	Pause/Resume	支持暂停、恢复、删除任务

3. Competitor Analysis | 竞品搜索与分析

Feature	EN	说明
竞品搜索	Competitor search	根据品类关键词搜索亚马逊竞品
详细信息	Details	获取Top 3竞品详细信息
对比分析	Comparison	自动对比分析（价格、评分、评论数）
报告生成	Report	生成运营建议报告

Usage | 使用方法

Trigger Words | 触发词

EN	CN
amazon monitor	亚马逊监控
monitor ASIN	监控ASIN
competitor analysis	竞品分析
price tracking	价格追踪
search competitors	搜索竞品

Intent Mapping | 用户意图映射

User Intent (EN)	用户意图（CN）	Command	说明
Query product data	查询商品	`scrape \x3CASIN> [邮编]`	获取商品标题、价格、评分、评论数
Monitor product	监控商品	`monitor \x3CASIN> [邮编] [频率]`	创建定时监控任务
List monitors	查看监控列表	`list`	显示所有监控任务及状态
Run now	手动检查	`run \x3CASIN>`	立即执行指定ASIN的监控
Pause monitor	暂停监控	`update \x3CASIN> enabled=false`	暂停任务
Resume monitor	恢复监控	`update \x3CASIN> enabled=true`	重新启用任务
Change frequency	调整频率	`update \x3CASIN> frequency=X`	修改任务检查间隔
Delete monitor	删除监控	`delete \x3CASIN>`	删除监控任务
Search competitors	搜索竞品	`search \x3C关键词> [邮编]`	搜索同类商品竞品
Competitor analysis	竞品对比	`compare \x3CASIN> [邮编]`	自有产品 vs 竞品完整分析
Price trend	价格走势	`scrape \x3CASIN>`	查看当前价格和趋势图
Review changes	评论变化	`scrape \x3CASIN>`	查看评论数变化

Command Reference | 命令格式

1. scrape | 抓取商品数据

命令: scrape \x3CASIN> [邮编]
示例: scrape \x3CYOUR_ASIN> 10001
说明: 抓取指定ASIN的商品数据，默认邮编10001（纽约）

Command: scrape \x3CASIN> [ZIP]
Example: scrape \x3CYOUR_ASIN> 10001
Desc: Fetch product data for specified ASIN, default ZIP 10001 (New York)

2. monitor | 创建监控任务

命令: monitor \x3CASIN> [邮编] [频率分钟]
示例: monitor \x3CYOUR_ASIN> 10001 5
说明: 创建每5分钟监控一次的任务，支持触发条件通知

Command: monitor \x3CASIN> [ZIP] [frequency_minutes]
Example: monitor \x3CYOUR_ASIN> 10001 5
Desc: Create monitoring task with specified frequency

3. list | 列出监控任务

命令: list
示例: list
说明: 显示所有已创建的监控任务及状态

Command: list
Example: list
Desc: Show all monitoring tasks and their status

4. run | 运行任务

命令: run \x3CASIN>
示例: run \x3CYOUR_ASIN>
说明: 手动运行指定ASIN的监控任务

Command: run \x3CASIN>
Example: run \x3CYOUR_ASIN>
Desc: Manually run monitoring for specified ASIN

5. runall | 运行所有任务

命令: runall
示例: runall
说明: 运行所有启用的监控任务

Command: runall
Example: runall
Desc: Run all enabled monitoring tasks

6. update | 更新任务配置

命令: update \x3CASIN> \x3Ckey=value> [key=value] ...
示例: 
  update \x3CYOUR_ASIN> frequency=10
  update \x3CYOUR_ASIN> price_trigger=true review_trigger=true
  update \x3CYOUR_ASIN> enabled=false
说明: 更新任务频率、触发条件或启用状态

Command: update \x3CASIN> \x3Ckey=value> [key=value] ...
Example:
  update \x3CYOUR_ASIN> frequency=10
  update \x3CYOUR_ASIN> price_trigger=true review_trigger=true
  update \x3CYOUR_ASIN> enabled=false
Desc: Update task frequency, trigger conditions, or enabled status

7. delete | 删除任务

命令: delete \x3CASIN>
示例: delete \x3CYOUR_ASIN>
说明: 删除指定ASIN的监控任务

Command: delete \x3CASIN>
Example: delete \x3CYOUR_ASIN>
Desc: Delete monitoring task for specified ASIN

8. search | 搜索竞品

命令: search \x3C关键词> [邮编]
示例: search pool vacuum robot 10001
说明: 搜索品类关键词，返回Top 10竞品列表

Command: search \x3Ckeyword> [ZIP]
Example: search pool vacuum robot 10001
Desc: Search competitors by keyword, returns Top 10 results

9. compare | 竞品对比分析

命令: compare \x3CASIN> [邮编]
示例: compare \x3CYOUR_ASIN> 10001
说明: 获取自有产品数据，搜索竞品，生成对比分析报告

Command: compare \x3CASIN> [ZIP]
Example: compare \x3CYOUR_ASIN> 10001
Desc: Get your product data, search competitors, generate comparison report

Parameters | 参数说明

ASIN

EN	CN
Amazon Standard Identification Number	亚马逊商品标准识别码
Format: 10 characters, e.g. B0XXXXXXX	格式：10位字符，如 B0XXXXXXX
Get from product URL after `/dp/`	获取方式：商品详情页URL中 `/dp/` 后面的代码

ZIP Code | 邮编

EN	CN
Sets delivery location for regional pricing	用于设置配送地址，查看不同地区价格

ZIP	City	EN City
10001	纽约	New York
90210	洛杉矶	Los Angeles
60601	芝加哥	Chicago
98101	西雅图	Seattle

Frequency | 频率

EN	CN
Monitoring interval in minutes	监控任务执行间隔，单位：分钟
Recommended: 5-15 min normal, 1-5 min during promotions	建议：日常监控设为5-15分钟，大促期间设为1-5分钟

Triggers | 触发条件

Trigger	EN	CN	Default
price_change	价格变化时通知	Notify on price change	true
review_change	评论数变化时通知	Notify on review count change	true
rating_change	星级变化时通知	Notify on rating change	false
link_invalid	链接失效时通知	Notify when link becomes invalid	true

Configuration | 配置说明

Data Storage | 数据存储

File	EN	CN
`\x3CASIN>_history.json`	Historical data records	历史数据记录
`\x3CASIN>_trend_chart.png`	Trend chart (requires ≥2 data points)	趋势图（需≥2条数据）
`competitor_analysis_\x3CASIN>.txt`	Competitor analysis report	竞品分析报告
`amazon_monitor_tasks.json`	Monitoring task configuration	监控任务配置

Data files are saved in the working directory by default. Modify save_history() function to change storage path.

Examples | 使用示例

Example 1 | 示例1

用户: 帮我抓取 \x3CYOUR_ASIN> 的数据
助手: (执行 scrape \x3CYOUR_ASIN> 10001)

User: Fetch data for \x3CYOUR_ASIN>
Assistant: (execute scrape \x3CYOUR_ASIN> 10001)

Example 2 | 示例2

用户: 创建监控任务，每10分钟检查一次价格变化
助手: (执行 monitor \x3CYOUR_ASIN> 10001 10)

User: Create monitoring task, check price every 10 minutes
Assistant: (execute monitor \x3CYOUR_ASIN> 10001 10)

Example 3 | 示例3

用户: 对比分析 \x3CYOUR_ASIN> 和竞品
助手: (执行 compare \x3CYOUR_ASIN> 10001)

User: Compare \x3CYOUR_ASIN> with competitors
Assistant: (execute compare \x3CYOUR_ASIN> 10001)

Example 4 | 示例4

用户: 把 \x3CYOUR_ASIN> 的监控频率改为每30分钟
助手: (执行 update \x3CYOUR_ASIN> frequency=30)

User: Change \x3CYOUR_ASIN> monitoring frequency to every 30 minutes
Assistant: (execute update \x3CYOUR_ASIN> frequency=30)

Example 5 | 示例5

用户: 关闭评论变化通知，只监控价格和链接
助手: (执行 update \x3CYOUR_ASIN> price_trigger=true review_trigger=false link_invalid=true)

User: Turn off review change notifications, only monitor price and link
Assistant: (execute update \x3CYOUR_ASIN> price_trigger=true review_trigger=false link_invalid=true)

Operational Recommendations | 运营建议解读

Price Analysis | 价格分析

Level	EN	CN	Recommendation
High	Price 20%+ above average	价格偏高（比竞品平均高20%+）	Consider lowering price or highlighting differentiators
Low	Price 20%+ below average	价格偏低（比竞品平均低20%-）	Consider raising price to improve profit margin
Normal	Price is reasonable	价格合理	Maintain current strategy

Review Count Analysis | 评论数分析

Level	EN	CN	Recommendation
Weak	Less than 30% of top competitor	评论基础弱（不足竞品最高30%）	Accelerate review acquisition, set up reward program
Medium	30%-50% of top competitor	评论中等（30%-50%）	Maintain steady growth
Good	Above 50% of top competitor	评论良好（50%+）	Continue maintaining, protect ratings

Rating Analysis | 评分分析

Level	EN	CN	Recommendation
Low	0.3+ stars below competitor average	评分偏低（低于竞品平均0.3星+）	Investigate product issues, improve quality
Excellent	0.2+ stars above competitor average	评分优秀（高于竞品平均0.2星+）	Leverage high rating in marketing
Normal	Rating is normal	评分正常	Continue maintenance

Notes | 注意事项

#	EN	CN
1	First run requires 2+ data points for trend chart	首次运行需要2次以上数据才能生成趋势图
2	Amazon may restrict access - retry on timeout	亚马逊可能限制访问，遇到超时可重试
3	CAPTCHA may trigger on frequent access	频繁访问可能触发验证码，稍后再试
4	Set ZIP code to display USD prices	设置邮编后才能显示美元价格
5	Backup important historical data regularly	建议定期备份重要数据
6	Control request frequency to avoid anti-bot detection	建议合理控制请求频率，避免触发亚马逊防爬机制

Disclaimer | 免责声明

EN	CN
This skill is for learning and research purposes only. Please comply with Amazon's Terms of Service and use crawlers responsibly. Users bear all risks associated with misuse.	本技能仅供学习和研究使用。请遵守亚马逊的服务条款，合理使用爬虫功能。对于因滥用导致的账号风险，由使用者自行承担。

FAQ | 常见问题

Problem	EN	Solution	解决方案
playwright not found	报错 `playwright not found`	Run installation commands	执行 `pip install playwright && playwright install chromium`
Price shows CNY	价格显示为 CNY	Pass US ZIP code	确保传入美国邮编（如 10001）
Trend chart fails	趋势图生成失败	Check if ≥2 data points exist	检查历史数据是否≥2条
Scheduled task not running	任务定时不执行	Check if cron task is created correctly	检查 cron 任务是否正确创建
Page load timeout	页面加载超时	Amazon may be rate limiting	亚马逊可能限流，稍后再试或降低请求频率

Troubleshooting | 技术支持

EN	CN
Check if ASIN is correct	ASIN是否正确
Check if product link is valid	商品链接是否有效
Check network connection	网络连接是否正常
Check if dependencies are installed	依赖是否完整安装
Amazon page structure may have changed	亚马逊页面结构是否变化（可能需要更新选择器）

Changelog | 更新日志

v1.0.0 (2026-04-18)

EN	CN
Initial release	初始版本发布
Product data collection	支持商品数据采集
Competitor search & analysis	支持竞品搜索与分析
Scheduled monitoring tasks	支持定时监控任务
Price trend chart generation	支持价格趋势图生成

安全使用建议

This skill appears to do exactly what it says: scrape Amazon pages using Playwright, save local history files, and produce charts and reports. Before installing: (1) be aware scraping Amazon can violate their Terms of Service and may result in rate-limiting or blocks — avoid aggressive polling; (2) the Playwright install downloads Chromium to your machine — ensure you trust this and have disk space; (3) the skill saves JSON and image files in the current directory (e.g., <ASIN>_history.json, amazon_monitor_tasks.json, trend PNGs) — review and manage those files; (4) run the code in an isolated environment (virtualenv/container) if you want to limit side effects; (5) no credentials are required by the skill — do not supply unrelated secrets. If you need the skill to run at higher frequency or network-wide, consider implementing polite rate limits and backoff to reduce risk of being blocked or generating excessive traffic.

功能分析

Type: OpenClaw Skill Name: amazon-monitor Version: 1.0.0 The amazon-monitor skill is a legitimate tool for tracking Amazon product metrics and performing competitor analysis. The code uses Playwright for browser automation and Matplotlib for generating local trend charts, with all data stored in local JSON and text files (e.g., amazon_monitor_tasks.json). No evidence of data exfiltration, malicious prompt injection, or unauthorized command execution was found across the scripts (amazon_main.py, amazon_monitor_core.py, etc.).

能力评估

✓ Purpose & Capability

Name/description, SKILL.md, and included Python scripts all implement Amazon scraping, price/review tracking, competitor search, local history, charts and a simple task scheduler. Required dependencies (playwright, matplotlib) match the implementation and are proportionate to the stated features.

✓ Instruction Scope

Runtime instructions are limited to installing dependencies, placing the skill folder, and running provided commands. The code only scrapes Amazon pages, saves history locally, generates charts, and manages tasks; it does not attempt to read unrelated system files or contact external endpoints other than Amazon and (implicitly) Playwright's browser download during install.

ℹ Install Mechanism

There is no automated installer in the skill bundle; SKILL.md instructs users to run `pip install playwright matplotlib` and `playwright install chromium`. Installing Playwright+Chromium downloads a browser binary (expected for this tool) — this is a standard but non-trivial install step (network download, disk use).

✓ Credentials

The skill declares no required environment variables or credentials and the code does not reference secrets. It stores task/config/history files in the working directory, which aligns with local monitoring functionality.

✓ Persistence & Privilege

Flags show no forced persistence (always:false). The skill stores its own task/config files locally but does not modify other skills or system-wide agent settings. Autonomous model invocation is allowed by default (platform standard) but the skill does not request elevated privileges.

版本历史

v1.0.0

Initial release of amazon-monitor. - Monitor Amazon products and competitors with scheduled tasks. - Track and visualize price, rating, and review trends. - Get alerts for changes in price, reviews, ratings, or link validity. - Search for competing products and generate comparison reports. - Includes easy command format, Chinese/English documentation, and flexible configuration. ### v1.0.0 (2026-04-18) | EN | CN | |----|----| | Initial release | 初始版本发布 | | Product data collection | 支持商品数据采集 | | Competitor search & analysis | 支持竞品搜索与分析 | | Scheduled monitoring tasks | 支持定时监控任务 | | Price trend chart generation | 支持价格趋势图生成 |

元数据

Slug amazon-monitor

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题

amazon-monitor亚马逊商品监控是什么？

亚马逊商品监控技能 - 监控自有产品及竞品数据，支持价格追踪、评论分析、竞品对比和运营建议 | Amazon product monitoring skill - track your products and competitors with price tracking, review analysis, c... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 87 次。

如何安装 amazon-monitor亚马逊商品监控？

在 OpenClaw 或 Claude Code 对话框中运行命令「/install amazon-monitor」即可一键安装，无需额外配置。

amazon-monitor亚马逊商品监控是免费的吗？

是的，amazon-monitor亚马逊商品监控完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

amazon-monitor亚马逊商品监控支持哪些平台？

amazon-monitor亚马逊商品监控跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。

谁开发了 amazon-monitor亚马逊商品监控？

由 backtoyoung（@backtoyoung）开发并维护，当前版本 v1.0.0。

amazon-monitor亚马逊商品监控