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reddit-thread-analyzer

Analyze Reddit threads for sentiment, arguments, and consensus.

245|39|Updated Oct 22, 2025
Search Tags:#market research#sentiment analysis#community insights#webfetch#social listening#reddit#discussion analysis
One-click install
npx skills add https://github.com/OneWave-AI/claude-skills --skill reddit-thread-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reddit-thread-analyzer
Source: https://github.com/OneWave-AI/claude-skills/tree/main/reddit-analyzer
Command: npx skills add https://github.com/OneWave-AI/claude-skills --skill reddit-thread-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill cuts through the noise of Reddit discussions, providing structured insights into community sentiment, key arguments, and consensus. It saves researchers and marketers hours of manual analysis, allowing them to quickly grasp public opinion.

Core Features & Use Cases

  • Sentiment Analysis: Determine the overall and distributed sentiment (positive, negative, neutral, mixed) and emotional tone of a discussion.
  • Key Argument Extraction: Identify and summarize the most impactful arguments for and against a topic, noting supporting evidence and counter-points.
  • Consensus & Controversy Detection: Pinpoint areas of broad agreement and heavily debated, divisive issues within the community.
  • Use Case: A product manager wants to understand public opinion on a new feature launch. They provide a Reddit thread URL, and the Skill delivers a summary of sentiment, top pros/cons, and community consensus, informing product strategy.

Quick Start

Example: Analyze a Reddit thread

"Analyze this Reddit thread URL: [URL] for sentiment, top arguments, and community consensus on the new iPhone."

Frequently Asked Questions about reddit-thread-analyzer

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

FAQPage Schema
How do I analyze sentiment across Reddit discussions?▼

Sentiment analysis on Reddit identifies overall and distributed emotional tone—positive, negative, neutral, or mixed—across posts and comments. Provide a thread URL or topic prompt, and the Skill classifies community sentiment and emotional patterns to surface public opinion quickly.

Can I extract key arguments and consensus from Reddit threads?▼

Yes. The Skill identifies top arguments for and against a topic, extracts supporting evidence, detects areas of broad agreement, and flags divisive issues. It delivers a structured report with argument summaries, scores, and consensus assessment to inform decision-making.

What's the best way to understand community opinion on a product or feature?▼

Submit a Reddit thread URL focused on your topic. The Skill analyzes community sentiment, surfaces pros and cons with supporting quotes, and identifies consensus areas, giving product teams actionable intelligence on public perception and controversy.

How does the Skill handle controversial or mixed opinions on Reddit?▼

Controversy detection identifies heavily debated issues within the discussion and flags areas where consensus breaks down. The report distinguishes between broad agreement and divisive topics, highlighting where community opinion fragments.

Do I need to manually parse Reddit threads before analysis?▼

No. The Skill handles thread parsing and data fetching automatically via WebFetch. You provide the URL or topic prompt, and it processes posts, comments, and metadata to generate a complete structured report without manual extraction.

What output do I get from analyzing a Reddit thread?▼

A structured report containing sentiment distribution, extracted key arguments with supporting quotes, consensus and controversy assessment, discussion patterns, scores, and expert-level insights tailored to your research or product strategy needs.

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