Agent skill · data analytics · onewave-ai
reddit-thread-analyzer
Analyze Reddit threads for sentiment, consensus opinions, top arguments, and discussion patterns. Use this when users want to understand Reddit community opinions, analyze discussions, or gather insights from subreddit conversations.
Why this skill is useful
Provides domain-specific analysis techniques for extracting sentiment and consensus from Reddit discussions that the AI wouldn't reliably generate on its own.
What it needs
About 2k tokens when loaded. Last updated 2026-07-15. 242 stars on the source repository.
What this skill does
Reddit Thread Analyzer Extract deep insights from Reddit discussions including sentiment, key arguments, and community consensus. Given a Reddit thread URL or a question about Reddit opinions, analyze the discussion comprehensively to surface meaningful patterns and insights. Instructions 1. Fetch and Parse Thread Data Use WebFetch to load the Reddit thread and extract: Post title, body, author, score, and timestamp All comments (not just top-level) Comment scores, awards, and timestamps Note verified contributors or expert flair 2. Analyze Overall Sentiment Determine the dominant sentiment and emotional tone: Overall sentiment: Positive, negative, neutral, or mixed Sentiment distribution: Approximate percentages Emotional tone: Excited, frustrated, skeptical, supportive, angry, enthusiastic Shift over time: Note if sentiment changes throughout discussion 3. Extract Key Arguments Identify the most impactful points: Top Arguments in Favor (3-5 points): Quote the argument Note comment score Identify supporting evidence or reasoning Top Arguments Against (3-5 points): Quote the argument Note comment score Identify counter-points and rebuttals Expert or Verified Opinions: Highlight comments from verified experts Note OP responses and clarifications 4. Find Consensus Points Determine what the community agrees on: Points with broad agreement (high scores, no controversy) Emerging patterns across multiple comments Common ground between opposing viewpoints 5. Identify Controversial Topics Flag heavily debated points: Topics with mixed upvotes/downvotes Arguments that sparked long comment chains Divisive issues where community is split 6. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills onewave-ai/reddit-analyzer