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reddit-sentiment-analysis

Analyze Reddit posts and comments to produce a structured Markdown sentiment report.

4|3|Updated Oct 26, 2025
Search Tags:#reports#analysis#mcp#insights#reddit#sentiment#subreddits
One-click install
npx skills add https://github.com/natea/fitfinder --skill reddit-sentiment-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reddit-sentiment-analysis
Source: https://github.com/natea/fitfinder/tree/main/.claude/skills/reddit-sentiment-analysis
Command: npx skills add https://github.com/natea/fitfinder --skill reddit-sentiment-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reddit discussions are noisy and unstructured; this skill provides systematic sentiment analysis across posts and comments to reveal what people like, dislike, and wish for about a topic, brand, product, or game.

Core Features & Use Cases

  • Analyze sentiment across multiple subreddits (e.g., r/gaming, r/apple) and time frames to produce objective insights.
  • Extract aspects and provide structured summaries: top likes, dislikes, and wishes with quotes and frequencies.
  • Generate production-ready reports saved to docs with evidence-based insights for product, marketing, and competitive analysis.
  • Supports parallel data collection via Reddit MCP to speed up analysis and provide temporal tracking.
  • Optional comparative and trend analysis across topics or competitors.

Quick Start

Analyze Reddit sentiment about a topic and generate a structured report with likes, dislikes, and wishes.

Frequently Asked Questions about reddit-sentiment-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract Reddit sentiment across multiple subreddits for product analysis?▼

To perform Reddit sentiment analysis, you need a configured Reddit MCP server to collect posts and comments across chosen subreddits and timeframes, which are then processed into a structured Markdown report with quotes and actionable insights.

What is the best way to track brand sentiment on Reddit over time?▼

The best way to track brand sentiment on Reddit is by applying systematic sentiment analysis across multiple subreddits and timeframes, which produces a structured report detailing top likes, dislikes, and wishes with evidence-based quotes.

Does Reddit sentiment analysis require a Reddit MCP server to work?▼

Yes, this Reddit sentiment analysis requires a configured Reddit MCP server to collect posts and comments across subreddits, which is then processed to reveal structured insights about a topic.

Can I compare competitor sentiment on Reddit using this analysis approach?▼

Yes, you can compare competitor sentiment on Reddit by applying optional comparative and trend analysis across topics, which generates structured summaries of likes, dislikes, and wishes for each competitor.

How do I structure Reddit comments into actionable insights for marketing reports?▼

To structure Reddit comments into actionable insights, sentiment analysis extracts aspects and frequencies from posts, categorizing them into top likes, dislikes, and wishes to generate a production-ready Markdown report.

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