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reddit-thread-analyzer

Fetch Reddit thread data and analyze sentiment, arguments, and consensus into a Markdown report.

Updated Aug 27, 2026
Search Tags:#consensus#reddit#argument-analysis#structured-report#sentiment-analysis#thread-data#comment-scores
One-click install
npx skills add https://github.com/engmiguelamaral-png/Arquitetos --skill reddit-thread-analyzer-engmiguelamaral-png
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reddit-thread-analyzer
Source: https://github.com/engmiguelamaral-png/Arquitetos/tree/main/reddit-analyzer
Command: npx skills add https://github.com/engmiguelamaral-png/Arquitetos --skill reddit-thread-analyzer-engmiguelamaral-png

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze Reddit discussions to uncover sentiment, key arguments, and community consensus across threads.

Core Features & Use Cases

  • Sentiment & Emotion Analysis: Assess overall sentiment and emotional tone of posts and comments.
  • Argument & Consensus Extraction: Identify top pro/con arguments, expert opinions, and consensus points with quotes and scores.
  • Structured Reporting: Produce a structured Markdown report including executive summary, notable insights, and quotes.

Quick Start

Analyze a Reddit thread URL to generate a structured report with sentiment, arguments, and consensus.

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 Reddit thread sentiment and extract key arguments?▼

To analyze Reddit thread sentiment and extract key arguments, you need a tool that fetches thread data and processes the comment tree. This generates a structured Markdown report covering sentiment, pro/con arguments, and consensus.

Can I extract community consensus and controversial topics from a Reddit discussion?▼

Yes, you can extract community consensus and controversial topics from a Reddit discussion by evaluating comment scores and awards. The analysis identifies consensus findings, controversial topics, and notable insights along with direct quotes.

What's the best way to generate a structured report from a Reddit post?▼

The best way to generate a structured report from a Reddit post is to process the full comment tree including timestamps and verified contributors. This produces a Markdown document with an executive summary, in-favor and against arguments, and direct quotes.

Does this Reddit analysis approach process the full comment tree with scores and awards?▼

Yes, this Reddit analysis approach processes the full comment tree, including scores, awards, timestamps, and verified contributors. It uses this metadata to weigh arguments and determine community consensus accurately.

What is included in the structured Markdown output for Reddit thread analysis?▼

The structured Markdown output for Reddit thread analysis includes an executive summary, in-favor and against arguments, consensus findings, controversial topics, notable insights, and direct quotes. It provides a multi-faceted view of the discussion.

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