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.
- Installs
- 471
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/onewave-ai/claude-skills --skill reddit-thread-analyzer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads reddit-thread-analyzer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
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. Provide Structured Analysis
Format the analysis clearly:
# Reddit Analysis: [Thread Title]
## Executive Summary
[2-3 sentence overview of the discussion and main takeaway]
## Overall Sentiment
- **Dominant Sentiment**: Positive/Negative/Neutral/Mixed (X%)
- **Emotional Tone**: [excited/frustrated/skeptical/etc.]
- **Community Alignment**: High/Medium/Low
## Top Arguments
### In Favor
1. **[Main point]** (+XXX score)
> "[Direct quote from comment]"
- [Brief explanation of reasoning]
2. **[Main point]** (+XXX score)
> "[Direct quote]"
### Against
1. **[Main point]** (+XXX score)
> "[Direct quote]"
## Community Consensus
- [Point most people agree on]
- [Another consensus point]
## Controversial Topics
- [Divisive issue] - Community split roughly 50/50
- [Another debate point]
## Notable Insights
- **Expert Opinion**: [Quote from verified expert] (+XXX)
- **Surprising Take**: [Unexpected perspective that gained traction]
- **Most Helpful**: [Most practical or actionable advice]
## Key Quotes
> "[Memorable quote]" - u/username (+XXX score)
> "[Another impactful quote]" - u/username (+XXX score)
## Discussion Quality
- Civility: High/Medium/Low
- Depth: Superficial/Moderate/Deep
- Evidence-based: Yes/No/Mixed
Best Practices
- Focus on highly upvoted comments for consensus
- Include exact scores to show community agreement level
- Quote directly rather than paraphrasing
- Preserve nuance - avoid oversimplifying complex debates
- Note OP responses - original poster often adds important context
- Distinguish facts from opinions clearly
- Highlight constructive vs. unproductive discussions
- Consider recency - early comments may be less informed than later ones
Example Analysis
User: "What does Reddit think about the new iPhone?"
Analysis steps:
- Fetch r/apple or r/iPhone thread
- Analyze 300+ comments
- Determine sentiment: Mixed (55% positive, 45% negative)
- Extract top pros: Camera improvements (+450), Performance (+380)
- Extract top cons: High price (+420), Incremental updates (+390)
- Note consensus: Good phone, but expensive for what you get
- Identify controversy: Whether it's worth upgrading from iPhone 14
- Surface expert opinions from tech reviewers
- Deliver structured report with quotes and scores
Remember: Focus on substance over noise. Prioritize well-reasoned arguments over emotional reactions.
FAQ
What does the reddit-thread-analyzer skill do?
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.
How do I install reddit-thread-analyzer?
Run npx skills add https://github.com/onewave-ai/claude-skills --skill reddit-thread-analyzer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/reddit-thread-analyzer/ (personal) or .claude/skills/reddit-thread-analyzer/ (project).
Which AI agents can use reddit-thread-analyzer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is reddit-thread-analyzer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains reddit-thread-analyzer?
It is published by onewave-ai in onewave-ai/claude-skills. It has 471 recorded installs.
More from onewave-ai/claude-skills
landing-page-copywriter
onewave-ai/claude-skills
Writes conversion-focused landing page copy - headlines, subheads, value propositions, feature and benefit blocks, social proof, FAQs, and CTA button text - using PAS, AIDA, or StoryBrand. Use when the user wants words for a landing page, sales page, product or pricing page, waitlist page, homepage hero, or ad-to-page flow, including rewriting weak copy, generating headline or CTA variants for A/B tests, or turning a product description into page sections. Use landing-page-optimizer instead for auditing an existing page's performance, and a frontend skill for building the page itself.
code-review-pro
onewave-ai/claude-skills
Performs a deep code review of files, modules, a diff, or a branch - finding security vulnerabilities (mapped to OWASP Top 10:2025), correctness bugs, performance problems, and maintainability issues - and returns severity-ranked findings with evidence and concrete fixes. Use when the user asks to review, audit, or sanity-check code, asks "is this safe", "what's wrong with this", "find bugs", or wants a security or performance pass before shipping. For posting line comments on a GitHub pull request, use git-pr-reviewer.
screenshot-to-code
onewave-ai/claude-skills
Turns a screenshot, mockup, Figma export, or photo of a UI into working front-end code - React + Tailwind CSS v4 by default, or Next.js, Vue, or plain HTML/CSS - matching layout, spacing, colors, and typography, then renders the result and compares it against the image to close visual gaps. Use whenever the user shares an image of a website, app screen, dashboard, component, or wireframe and wants it built, cloned, recreated, or "made real", or says "code this up", "build this design", or "match this screenshot".
csv-excel-merger
onewave-ai/claude-skills
Merges, appends, joins, and deduplicates multiple CSV, TSV, and Excel files (including multi-sheet workbooks) with pandas - mapping mismatched column names to one schema, normalizing keys, resolving conflicting values, tracking which file each row came from, and verifying the row math. Use when the user wants to combine spreadsheets or exports, stack monthly files, consolidate contact or lead lists, VLOOKUP-style join two sheets on an ID or email, or dedupe records across sources, even if they only say "put these together" or "clean up these lists into one".
technical-writer
onewave-ai/claude-skills
Writes and restructures technical documentation - READMEs, tutorials, how-to guides, user guides, architecture docs, onboarding guides, runbooks and SOPs, troubleshooting guides, release notes, and knowledge base articles - grounded in the actual code or product, with commands and examples verified where possible. Use when the user asks to document a project, feature, system, or process, write or fix a README, explain a codebase to new developers, turn notes into a guide, or make existing docs clearer. For endpoint-by-endpoint API reference or OpenAPI specs, use api-documentation-writer; for CLAUDE.md or AGENTS.md files, use claude-md-writer.
sports-betting-analyzer
onewave-ai/claude-skills
Analyze spreads, over/unders, prop bets. Historical trends, situational stats, value bet identification. For entertainment/education only.
Popular marketing & seo skills
reddit-automation
flowkit-labs/skills
Find Reddit threads where people are genuinely asking for what you offer, then draft short, genuinely helpful replies — disclosing your affiliation honestly and naming your product only when it truly answers the question. Two moves: discovery — scan the right subreddits for real needs (recommendation asks, expressed pain, competitor mentions) and rank the few threads where you can actually help; drafting — write from real experience, respect each community's self-promo rules, and keep a human in the loop to review and post. This markets on Reddit the honest way: contribute value, disclose who you are, never astroturf. Distilled from the playbook behind doany.ai's Reddit agent. Triggers on "find reddit opportunities", "reddit marketing", "reddit automation", "reply on reddit for my product", "reddit community engagement", "reddit lead gen", or any ask to turn Reddit threads into genuine, disclosed marketing replies.
twitter-automation
101-skills/superpowers
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: twitter api, x api, tweet automation, post to twitter, twitter bot, social media automation, x automation, tweet scheduler, twitter integration, post tweet, twitter post, x post, send tweet
twitter-automation
magentosh/superpowers
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: twitter api, x api, tweet automation, post to twitter, twitter bot, social media automation, x automation, tweet scheduler, twitter integration, post tweet, twitter post, x post, send tweet
twitter-automation
qu-skills/superpowers
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: twitter api, x api, tweet automation, post to twitter, twitter bot, social media automation, x automation, tweet scheduler, twitter integration, post tweet, twitter post, x post, send tweet
product-launch-video
heygen-com/hyperframes
Turn a product or marketing URL, pasted script, or brief into a product launch / promo video — SaaS promos, feature reveals, product demos, app and company launches. Use when the user wants to market, launch, promote, or reveal a product; the default for any commercial URL. Site tours / showcases of a website route here too — the brief carries the show-it-as-is intent. Unclear → /hyperframes.
twitter-automation
skills-shell/superpowers
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: twitter api, x api, tweet automation, post to twitter, twitter bot, social media automation, x automation, tweet scheduler, twitter integration, post tweet, twitter post, x post, send tweet