Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agents⭐ Reputation Analyzer
Automated sentiment analysis and thematic clustering of customer reviews with prioritized action plans.
$7
⭐ Reputation Analyzer
Example session with this skill installed
Analyze the reviews from our latest CSV export and compare them to this competitor's Google Maps link: https://www.google.com/maps/place/CompetitorA. Highlight where we are losing.
- Read your context and instructions
- Compiled the reputation analyzer
Comparison Analysis: You vs. Competitor A
Sentiment: You (3.8⭐) | Comp A (4.2⭐)
Key Weakness: Pricing (32% neg. reviews for you vs. 12% for Comp A).
Recommendation: Review pricing strategy for the 'Premium' tier; competitor is perceived as offering better price-performance ratio in current sentiment.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Unlock Deep Insights from Customer Feedback
The Reputation Analyzer is a specialized tool for developers and agencies to transform unstructured customer reviews into actionable business intelligence. Instead of manually sifting through star ratings, this skill uses a sophisticated text-processing engine to identify sentiment, cluster themes, and detect reputation risks.
Feature Highlights
- Multi-Source Analysis: Processes data from URLs (Google, Trustpilot, ProvenExpert), CSV exports, or direct text input.
- Advanced Sentiment Engine: Uses weighted lexicons and negation detection to calculate precise scores beyond 1-5 star ratings.
- Automated Topic Clustering: Groups feedback into pillars like Product, Service, Support, Pricing, and Delivery for focused improvements.
- Trend Tracking: Generates longitudinal reports to visualize whether your reputation is improving or declining over months.
- Strategic Prioritization: Automatically identifies "Critical Areas" and produces prioritized recommendations with success metrics.
Why This Skill?
Unlike simple AI prompting, this skill implements a structured, multi-step NLP pipeline that handles edge cases like emojis, sarcasm markers, and platform-specific biases. It's fully API-free, ensuring 100% data privacy and zero per-run costs for enterprise-grade reporting.
Data Output
Produces a comprehensive Markdown report for human stakeholders and a structured JSON block for seamless dashboard integration.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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- Passed all security checks, Safe to install