Amazon Review Monitor — Track, Analyze, Respond
**Never miss a negative review again. AI-drafted responses included.**
Best use case
Amazon Review Monitor — Track, Analyze, Respond is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
**Never miss a negative review again. AI-drafted responses included.**
Teams using Amazon Review Monitor — Track, Analyze, Respond should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/amazon-review-monitor/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How Amazon Review Monitor — Track, Analyze, Respond Compares
| Feature / Agent | Amazon Review Monitor — Track, Analyze, Respond | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
**Never miss a negative review again. AI-drafted responses included.**
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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 ```bash # Analyze reviews for an ASIN cd <skill_dir>/scripts && python3 monitor.py B0XXXXXXXXX # Analyze 5 pages of reviews on UK marketplace cd <skill_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.
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