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.
NewMaintained
Automatic
◆Research pack
Last verified 8/24/2026
What it changes
Passed 2 of 8 test cases with the skill, and 3 of 8 without it.
Without skill41%
With skill23%
Checks it passed that the model alone missed
Lists top arguments in favor with associated upvote scores.
Lists community consensus points from highly upvoted comments.
Includes direct quoted excerpts from comments for top arguments.
2 fixed3 passed either way11 still failing6 broke
Pass-rate lift
-18 pp
Tokens
+90%
Agent turns
0%
Response time
+51%
Model gemini-3.6-flashMeasured 8/24/2026v15 of 22 cases passed with skill · 8 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 2
Prompt
I need to know the arguments for and against switching to Linux on desktop based on recent r/linux thread discussions. Make sure arguments include exact community upvote tallies and direct quotes.
What was checked, without and with the skill
Checked
Without skill
With skill
Lists top arguments in favor with associated upvote scores.
Missed
Passed
Includes direct quoted excerpts from comments for top arguments.
Missed
Passed
case-08 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md137 linessingle file
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