App Store Review

Name: App Store Review
Author: dpearson2699

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by dpearson2699 · vlatest · Repository

Analyzes app store reviews to identify sentiment, common themes, and actionable feedback for developers.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

Run in terminal (recommended)

terminal

claude mcp add dpearson2699-app-store-review npx -- -y @trustedskills/dpearson2699-app-store-review

Or manually add to ~/.claude/settings.json

~/.claude/settings.json

{
  "mcpServers": {
    "dpearson2699-app-store-review": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/dpearson2699-app-store-review"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

This skill analyzes App Store reviews to identify key themes, sentiment, and potential areas for improvement. It can summarize feedback from a large number of reviews quickly, providing actionable insights into user perception of an app. The tool extracts common complaints or praise points directly from user-submitted text.

When to use it

Product Development: Understand user reactions to new features before widespread release.
Marketing Analysis: Gauge the effectiveness of marketing campaigns based on review sentiment.
Competitive Research: Analyze competitor app reviews to identify their strengths and weaknesses.
App Store Optimization (ASO): Discover keywords and phrases users are using in reviews for better search ranking.

Key capabilities

Review Summarization
Sentiment Analysis
Theme Extraction
Keyword Identification

Example prompts

"Summarize the recent App Store reviews for 'My Awesome App'."
"What are the most common complaints mentioned in the last 100 reviews of 'Photo Editor Pro'?"
"Analyze the sentiment expressed towards version 2.5 of 'Game Master'."

Tips & gotchas

The accuracy of analysis depends on the quality and quantity of available App Store reviews. A larger dataset will generally yield more reliable results.

View Repository →

TrustedSkills Verification

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Security Audits

Gen Agent Trust Hub	Pass
Socket	Pass
Snyk	Pass

Details

Version: vlatest
License
Author: dpearson2699
Installs: 3

Repository (canonical source) →

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Passed automated security scans.