claude

bullshit-detector

Fact-check any YouTube video, article, tweet, or PDF: claim-by-claim verification with sources, hype-signal scan, and a 0-10 BS score.

163 on GitHubby Serhii Korniienkov0.14.5MITupdated 1 month agoproductivity
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Plugin bullshit-detector from marketplace serhii-korniienko in SerhiiKorniienko/bullshit-detector. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (7)

  • bullshit-detector

    Fact-check and hype-audit content. Extracts the discrete claims from a video, article, tweet, or PDF, verifies each against independent sources via web search, and produces a report card with per-claim verdicts and an overall BS score (0-10). Use when the user asks to fact-check, verify, debunk, or

  • explain

    Explain content or any concept inside it at the depth the user needs — ELI5, practitioner level, or expert deep-dive — with a jargon glossary and context the original assumes. Use when the user says "explain this", "what does X mean here", "break this down", "I don't understand this part", or shares

  • summarize

    Produce a structured summary of a video, article, tweet thread, or PDF — TLDR, key points with timestamps/locations, notable quotes, and who should read/watch it. Use when the user asks to summarize a link or file, wants a TLDR, or asks "what does this video/article say" / "is this worth watching".

  • coverage-check

    Count how many independent origins are behind news coverage of a claim, instead of counting URLs. Queries GDELT for matching articles, collapses reprints and wire copy into single origins, and flags publication bursts that indicate syndication. Use when a claim appears to be confirmed by many outlet

  • fetch-content

    Fetch and normalize any content source into clean text with metadata — YouTube video transcripts, TikTok captions, web articles, PDFs, tweets/X posts, local files. Use when the user shares a YouTube link, TikTok link, article URL, tweet/X link, or PDF (URL or file) and you need its actual text conte

  • report-card

    Render a finished BS report as a self-contained HTML page — score hero, filterable claims, readable on a phone, prints to a clean PDF. Use when the user wants to open, share, print, or show a report to someone who is not going to read a markdown table, or asks for "the HTML version", "something I ca

  • share

    Turn a BS report (or any analysis result) into ready-to-paste posts for X/Twitter, LinkedIn, Facebook, Reddit, Hacker News, or a newsletter issue — plus a branded image carousel (PNGs + PDF) for visual platforms. Use when the user wants to share, post, publish, or promote a report, asks for "a threa

Subagents (1)

  • claim-extractor

    Extract and classify claims from a chunk of transcript or article text for fact-checking. Used by the bullshit-detector skill to fan out extraction over long content — spawn one per chunk, in parallel. Mechanical work; runs on a fast model.

View source on GitHub korniienko.dev

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