reviews-aggregator
Aggregates user reviews from Amazon/Reddit and expert reviews from specialized sites with sentiment analysis. Use when user asks to 'get reviews', 'what do users say', 'aggregate reviews', 'user feedback', 'expert opinions', or when orchestrator needs sentiment analysis and pros/cons extraction. Synthesizes consensus patterns across sources.
When & Why to Use This Skill
The Reviews Aggregator is a comprehensive Claude skill designed to automate the collection and synthesis of product feedback from diverse sources. By integrating user reviews from Amazon and Reddit with professional expert opinions, it utilizes sentiment analysis to extract key pros, cons, and consensus patterns. This tool significantly enhances market research and consumer sentiment tracking by providing a data-driven overview of product performance and public perception.
Use Cases
- Product Comparison & Buying Guides: Automatically aggregate and summarize user experiences and expert ratings to help consumers make informed purchasing decisions based on consensus.
- Competitor Intelligence: Analyze feedback on competitor products to identify common pain points, feature gaps, and areas where your own product can gain a competitive advantage.
- Brand Sentiment Monitoring: Track discussions on Reddit and Amazon to understand the 'Voice of the Customer' in real-time, allowing brands to address recurring issues or highlight popular features in marketing.
- Market Research for Product Development: Extract pros and cons from thousands of reviews to inform R&D teams about desired features and existing flaws in a specific product category.
| name | reviews-aggregator |
|---|---|
| description | "Aggregates user reviews from Amazon/Reddit and expert reviews from specialized sites with sentiment analysis. Use when user asks to 'get reviews', 'what do users say', 'aggregate reviews', 'user feedback', 'expert opinions', or when orchestrator needs sentiment analysis and pros/cons extraction. Synthesizes consensus patterns across sources." |
Reviews Aggregator
Mission
Collecter et analyser avis utilisateurs (Amazon, Reddit) et reviews experts (sites spécialisés). Synthétiser pros/cons, sentiment général, consensus.
Quick Summary
- Scrape Amazon reviews (rating, avis vérifiés, pros/cons)
- Search Reddit mentions (r/BuyItForLife, product-specific subs, category subs)
- Collect expert reviews (2-3 sites selon catégorie)
- Analyse sentiment + extract pros/cons patterns
- Synthèse consensus + save JSON
Inputs
- product_name: Nom produit
- category: Catégorie (pour sélectionner review sites appropriés)
- amazon_url: URL Amazon (optionnel)
- cache_check: Vérifier cache avant fetch (default: true)
Outputs
reviews_user.json: Avis users (Amazon + Reddit)reviews_expert.json: Reviews experts (sites spécialisés)reviews_summary.json: Synthèse (pros, cons, sentiment, consensus)- Cache 7j
Dependencies
- data/category_specs.yaml (review_sites par catégorie)
- Load
helpers/sentiment_analysis.mdwhen analyzing sentiment - Load
helpers/sources.yamlwhen scraping sites
Workflow
Load helpers/sentiment_analysis.md when executing analysis for detailed sentiment analysis and synthesis.