Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    Hype Filter — filter the hype, find what's actually useful

    1

    Give it any AI hype thread. Get a one-line verdict, what's proven vs. claimed vs. being sold, whether it fits what you're building, and where the money is.

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    Hype Filter — filter the hype, find what's actually useful

    Hype Filter — filter the hype, find what's actually useful

    Example session with this skill installed

    /hype-filter https://news.ycombinator.com/item?id=47296664

    • Read your context and instructions
    • Compiled the hype filter

    Thread analyzed. Filtering against your project context in my-context.md.

    HYPE — The core claim of $200/day revenue is unsupported by logs and serves as a lead magnet for a paid course.

    What's real

    ClaimWhoStatus
    "Built a $200/day SaaS in 4 hours"@dev_trollCLAIMED
    "No code, just vibes"@dev_trollCLAIMED
    "Here is my course"@dev_trollSELLING

    Fits you?

    SKIP
    The thread advocates for no-code wrappers which conflicts with your my-context.md preference for Rust-based backend services. This would be a regression for your current architecture.

    Money in it

    IDEA: Wrapper-as-a-Service
    What: A simplified UI layer for the niche API mentioned in the thread.
    Est. $/day: $10 - $30 — basis: guess, nothing in the thread provides subscriber counts.
    Tier: WORTH LOGGING
    Evidence: High engagement in comments asking for the specific API setup. https://x.com/dev_troll/status/123456789
    First real step: Inspect the API documentation for the wrapper to see if rate limits allow for a multi-tenant app.
    Limits it touches: None.

    Bottom line
    Nothing here — keep scrolling.

    Next steps

    1. Do not click the course link; it contains no technical documentation.
    2. Update your my-context.md if you want to include "no-code" in your allowed tech stack.

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

    What you get

    Audit viral AI threads for concrete evidence vs marketing fluff.Compare new tech launches against your existing stack and budget.Estimate the daily revenue potential of shared business ideas.Identify hidden affiliate funnels in "build in public" posts.

    About this skill

    You read a thread. Someone made $40k with agents. Should you care?

    Hype Filter answers that in one pass. Give it the thread — a link in Grok, pasted text anywhere else — and you get four things:

    1. Verdict. One line: HYPE, MIXED or LEGIT, and why.
    2. What's real. Every concrete claim, labelled PROVEN (they showed it — screenshots, code, numbers you can check), CLAIMED (they said it, nothing backs it) or SELLING (it sits next to a course, template or affiliate link).
    3. Fits you? One call against what you actually have and build: USE IT, STEAL THE IDEA, TAKE ONE PIECE or SKIP — with two lines of why. You fill in a short context file once; the verdicts get sharper the more honest it is.
    4. Money in it. Every idea the thread hints at — even one buried in a reply — as a card: what it is, a $/day guess and where that number comes from, the evidence, and the first real step.

    What it won't do: buy, sign up, post or message anyone. It reads and advises. You decide.

    Includes three full worked examples on public threads and the context-file template.

    Who it's for

    Indie developers, solo founders, and anyone who reads AI Twitter, HN or Reddit and is tired of not knowing what's real.

    Works in

    Claude Code (/hype-filter or just ask), Grok (thread link), Codex CLI, and any agent that reads SKILL.md.

    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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