← 返回 Skills 市场

Amazon Review Monitor

Name: Amazon Review Monitor
Author: avmw2025

作者 Elway Botty · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

317

总下载

当前安装

版本数

在 OpenClaw 中安装

/install amazon-review-monitor

功能描述

Monitor Amazon product reviews by ASIN, analyze ratings and sentiment, identify issues, and draft AI-generated seller responses to negative feedback.

使用说明 (SKILL.md)

Amazon Review Monitor — Track, Analyze, Respond

Never miss a negative review again. AI-drafted responses included.

Description

Monitor reviews for any ASIN. Tracks rating distribution, analyzes sentiment, identifies negative themes, and drafts professional seller responses. Set up alerts for new negative reviews.

When to Use

User wants to monitor Amazon product reviews
User received a negative review and needs a response
User wants sentiment analysis on their product reviews
User asks about review trends or customer feedback

Usage

# Analyze reviews for an ASIN
cd \x3Cskill_dir>/scripts && python3 monitor.py B0XXXXXXXXX

# Analyze 5 pages of reviews on UK marketplace
cd \x3Cskill_dir>/scripts && python3 monitor.py B0XXXXXXXXX co.uk 5

What It Does

Scrapes recent reviews (configurable depth)
Shows rating distribution (5⭐ to 1⭐ with visual bars)
Calculates average rating
Sentiment analysis (positive/negative word detection)
Identifies top positive and negative themes
Highlights negative reviews needing responses
Drafts professional seller responses based on complaint type

Response Templates Cover

Product freshness/quality issues
Shipping damage
Wrong item/expectations mismatch
General dissatisfaction

No Dependencies

Pure Python 3. No API keys. No pip install needed.

安全使用建议

This skill appears to do what it says: scrape Amazon review pages, analyze them, and save local reports with draft responses. Before installing/using, consider: (1) scraping risk and ToS — Amazon may block scraping or prohibit automated scraping for certain uses; (2) privacy — review text can contain personally identifiable or sensitive information and will be stored in reports/reviews-<ASIN>.json, so avoid sharing those files publicly; (3) rate limiting — run with conservative page depths and intervals to avoid IP blocking; (4) legal/compliance — the skill does not post responses to Amazon (it only drafts them), so any automated posting would need separate, authorized tooling and credentials; (5) robustness — the HTML parsing is regex-based and brittle; review parsing may break if Amazon changes page structure. If you need posting or scale (many ASINs), prefer an authorized API/paid service or add proper error handling, retry/backoff, and rate-limiting/proxying with clear authorization.

功能分析

Type: OpenClaw Skill Name: amazon-review-monitor Version: 1.0.0 The Amazon Review Monitor skill is a legitimate tool designed to scrape and analyze product reviews using standard Python libraries. The script (scripts/monitor.py) uses urllib to fetch public Amazon review pages, performs basic keyword-based sentiment analysis, and saves the results to a local JSON report. There is no evidence of data exfiltration, unauthorized network calls, or malicious instructions in the SKILL.md file.

能力评估

✓ Purpose & Capability

Name/description align with the included monitor.py: it fetches Amazon review pages, parses reviews, analyzes simple sentiment, and drafts reply templates. No unrelated credentials, binaries, or services are requested.

✓ Instruction Scope

SKILL.md instructs running the bundled Python script and describes the outputs. The script only fetches Amazon review pages, parses review text, prints summaries, drafts responses, and writes a local JSON report to a reports/ directory — all within the declared purpose. Note: the script stores scraped review text locally (reports/reviews-<ASIN>.json).

✓ Install Mechanism

No install spec; skill is instruction-only with a single Python script that uses only standard-library modules. No network downloads or third-party package installs are performed by the skill itself.

✓ Credentials

No environment variables, API keys, or config paths are required. The program performs outbound HTTP(S) requests to amazon.<marketplace> which is consistent with its purpose and does not exfiltrate data to unexpected endpoints.

✓ Persistence & Privilege

Skill is not always-enabled and is user-invocable. It creates per-run local report files under a reports/ directory within the repo workspace; it does not modify other skills or system-wide agent settings.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install amazon-review-monitor
安装完成后，直接呼叫该 Skill 的名称或使用 /amazon-review-monitor 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release — Monitor and respond to Amazon product reviews with sentiment analysis and auto-drafted responses. - Scrapes and analyzes reviews for any ASIN with rating distribution and average score. - Detects sentiment, key negative/positive themes, and highlights reviews needing attention. - Generates professional seller response drafts for common complaint types. - Provides configurable review depth and marketplace support. - No extra dependencies or API keys needed; runs directly with Python 3.

元数据

Slug amazon-review-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