reddit-thread-analyzer

Analyze sentiment, extract key arguments, and identify consensus in Reddit threads.

Updated Aug 27, 2026

Search Tags:#sentiment analysis #community insights #Reddit #social media analysis #online discussions

Ready to run

npx skills add https://github.com/pmkshar/marqaiskills --skill reddit-thread-analyzer-pmkshar

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reddit-thread-analyzer
Source: https://github.com/pmkshar/marqaiskills/tree/main/reddit-analyzer
Command: npx skills add https://github.com/pmkshar/marqaiskills --skill reddit-thread-analyzer-pmkshar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides in-depth analysis of Reddit threads, helping users understand community opinions, discuss trends, and extract key insights from subreddit conversations.

Core Features & Use Cases

Sentiment Analysis: Determine the overall sentiment and emotional tone of a thread.
Key Argument Extraction: Identify the most impactful points both in favor and against.
Consensus Points Identification: Find common ground and emerging patterns in the community's opinions.
Controversial Topics Flagging: Identify heavily debated points and contentious issues.
Structured Analysis Reporting: Deliver a clear, structured report formatted for easy understanding.
Use Case: For marketing teams looking to understand public sentiment about a new product or for researchers seeking insights from online discussions.

Quick Start

Analyze the sentiment and key arguments in the Reddit thread at [thread-url].

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 and key arguments in a Reddit thread?▼

You can analyze Reddit thread sentiment and key arguments by providing the thread URL to this Skill. It uses natural language processing to extract emotional tone, identify points for and against, and deliver a structured analysis report.

What's the best way to identify consensus and controversial topics in subreddit discussions?▼

To identify consensus and controversial topics in subreddit discussions, this Skill processes the conversation to find common ground and flag heavily debated points. It categorizes discussion content to highlight emerging opinion patterns.

Can I extract community insights from Reddit threads for market research?▼

Yes, you can extract community insights from Reddit threads for market research. This Skill helps marketing teams understand public sentiment about products by analyzing online discussions and providing structured reports.

How do I get a structured analysis report of online discussions?▼

To get a structured analysis report of online discussions, input the Reddit thread URL. The Skill processes the discussion content and outputs a formatted report covering sentiment, key arguments, and consensus points.

What do I need to analyze Reddit threads and extract social media insights?▼

You only need the URL of the Reddit thread you want to analyze. The Skill handles the natural language processing internally without requiring external dependencies or additional environment setup to extract social media insights.