Works with the AI tools you already use

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    CommentMiner

    1

    Turn public comment section debates into professional, anonymized rebuttal articles and thought-leadership content.

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    CommentMiner

    CommentMiner

    Example session with this skill installed

    Turn this debate into a LinkedIn post. A user is arguing that serverless is always cheaper than VPS for startups. I disagree because of the 'cold start' tax and unpredictable scaling costs.

    • Read your context and instructions
    • Compiled the commentminer

    I have extracted the core argument regarding serverless architecture and drafted a professional rebuttal. The opposing party has been anonymized as "a cloud architect."

    Why Serverless Isn't the Default Budget Winner for Startups

    A common argument in modern infrastructure circles suggests that startups should always choose serverless over traditional VPS hosting to save money. While the "pay-only-for-what-you-use" model is attractive, it is not a universal truth for every budget.

    The Steelman

    The strongest case for serverless is the elimination of idle cost. If your application has zero traffic, your bill is zero. For a pre-product-market-fit startup, this removes the monthly overhead of a running instance and offloads the "undifferentiated heavy lifting" of server management to the provider.

    The Counter-Arguments

    The Cold Start Tax: For startups building user-facing applications, latency is a conversion killer. Mitigating cold starts often requires "provisioned concurrency," which reintroduces a fixed monthly cost, effectively neutralizing the primary financial benefit of serverless over a small VPS.

    Unpredictable Scaling Costs: Serverless pricing is linear, whereas VPS pricing is capped. A sudden spike in traffic or a recursive function bug can lead to a "bill shock" that exceeds the annual cost of a dedicated instance in hours.

    Operational Complexity: The time spent debugging distributed triggers and environment limits often costs more in developer hours than the $20/month saved on a managed VPS.

    Takeaway

    Serverless is a tool for specific scaling patterns, not a blanket cost-saving strategy. For most startups, the predictability of a VPS provides a more stable foundation for financial planning during the early stages.

    Next steps

    1. Review the "Cold Start Tax" section to ensure it aligns with your specific latency benchmarks.
    2. Add a specific example of a bill shock scenario you have personally witnessed.
    3. Post to LinkedIn using the "Professional" or "Analytical" tone setting.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Convert forum arguments into SEO-friendly blog articles.Draft LinkedIn rebuttals from X/Twitter thread debates.Create professional responses to public critiques of your product.Anonymize heated debates for use in internal case studies.

    About this skill

    Public online disagreements are usually a waste of time, but they often contain the seeds of valuable content. Transforming a heated comment thread into a professional article manually is tedious and risks carrying over the original emotional baggage. This skill automates the extraction of core arguments to produce clean, high-signal rebuttal pieces.

    What it does

    • Extracts core claims by isolating the strongest version of an opposing argument while stripping away insults and filler.
    • Steelmans positions to ensure the rebuttal addresses the most credible version of the opponent's view for maximum authority.
    • Structures point-by-point responses based on user-provided logic and evidence without fabricating data or facts.
    • Anonymizes participants by referring to them by role rather than name or handle to prevent doxxing or pile-ons.
    • Packages for platforms by generating SEO-friendly headlines and body copy optimized for LinkedIn, VC.ru, or technical blogs.

    How it works

    1. Provide a link or paste a text transcript of a public comment thread or forum debate.
    2. The skill analyzes the text to identify if a substantive argument exists, rejecting pure insult exchanges.
    3. It generates a draft that includes a steelman of the opposition, a logical counter-argument, and a final actionable takeaway.

    Frameworks & tools

    This skill is framework-agnostic and designed for text-based platforms like LinkedIn, Medium, and developer forums.

    Why this beats prompting it yourself

    Writing prompts to stay objective during a heated debate is difficult. This skill enforces strict guardrails against personal attacks and prevents the AI from "hallucinating" statistics to win an argument, ensuring your professional reputation stays intact.

    Use cases

    • Convert a YouTube comment debate into a technical blog post.
    • Transform a LinkedIn thread disagreement into a structured "thought leadership" article.
    • Repurpose a Discord or Slack debate into an internal knowledge base document.

    Known limitations

    Does not support threads consisting entirely of personal insults. Requires the user to provide the specific counter-evidence or logic for the rebuttal.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Click the path to copy it. Create the folder if it does not exist yet.

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