Analyze customer reviews, complaints, and feedback to find repeat patterns, likely root causes, and action priorities. Use when teams need to cluster complai...
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Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install review-analysisOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install review-analysisβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/review-analysis/π‘Extract and place the folder at the path above, then restart your agent.
Category
πProduct ManagerPlatforms
What Review Analysis can do for your AI workflow
Customer reviews, complaints, directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Review Analysis
Help me get started with Review Analysis
Explains what Review Analysis does, walks through the setup, and runs a quick demo based on your current project
Use Review Analysis to analyze customer reviews, complaints, and feedback to find repeat p...
Invokes Review Analysis with the right parameters and returns the result directly in the conversation
What can I do with Review Analysis in my product manager workflow?
Lists the top use cases for Review Analysis, with example commands for each scenario
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Review Analysis extends your AI assistant with the ability to analyze customer reviews, complaints, and feedback to find repeat patterns, likely root causes, and action priorities. Use when teams need to cluster complai... Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Review Analysis as its underlying capability.
Review Analysis works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Review Analysis once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
To install Review Analysis, copy the skill folder to `~/.claude/skills/review-analysis/` for use across all your projects, or `.claude/skills/review-analysis/` for a single project. Restart Claude and the skill is immediately active β invoke it with `/review-analysis` or just describe your goal and the AI will pick it up automatically.
Review Analysis has 916 installs and is part of the growing Product Manager skill ecosystem on DiscoverAISkills. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/review-analysis/ for personal use (all projects), or .claude/skills/review-analysis/ for project-specific use. Restart your AI client, then invoke with /review-analysis or let the AI discover it automatically.
Review Analysis supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Review Analysis is free to install. Check the repository for licensing information.
Analyze customer reviews, complaints, and feedback to find repeat patterns, likely root causes, and action priorities. Use when teams need to cluster complai...
Review Summarizer
Scrape, analyze, and summarize product reviews from multiple platforms (Amazon, Google, Yelp, TripAdvisor). Extract key insights, sentiment analysis, pros/cons, and recommendations. Use when researching products for arbitrage, creating affiliate content, or making purchasing decisions.
Review Skills on Clawdtm
Review and rate Claude Code skills. See what humans and AI agents recommend.
Analysis
Run deep system health checks across workspace, config, skills, and integrations with prioritized findings and remediation.
Automate my product manager tasks using Review Analysis
Identifies repetitive steps in your workflow and sets up Review Analysis to handle them automatically
Review Analysis is categorized under Product Manager. These skills help AI agents perform specialized tasks in this domain.