{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "serhiikorniienko-bullshit-detector--fact-check-viral-video-before-sharing",
 "repo": "SerhiiKorniienko/bullshit-detector",
 "repo_url": "https://github.com/SerhiiKorniienko/bullshit-detector",
 "repo_slug": "serhiikorniienko-bullshit-detector",
 "title": "Fact-check a viral video claim by claim before you act on it",
 "page_title": "How to fact-check a viral video claim by claim before you act on it with Bullshit Detector",
 "summary": "Get per-claim verdicts, sources, and a 0-10 BS score for a YouTube or TikTok video.",
 "who": "A person who is about to act on, buy into, or share a viral 'make money with AI' or finance video and wants the claims checked first.",
 "problem": "Views, production value, and confidence are not evidence, and checking each claim by hand takes far longer than watching the video.",
 "outcome": "A report that lists each claim with a verdict (confirmed, plausible, misleading, false, or unverifiable), a hype-signal scan, an incentive analysis, and a 0-10 BS score.",
 "steps": [
  "Install uv from https://docs.astral.sh/uv/ if you don't have it.",
  "`npx skills@latest add SerhiiKorniienko/bullshit-detector`",
  "Open your agent and ask: is this bullshit? <video URL>",
  "Read the BS score and the per-claim verdicts.",
  "Open the sources linked for any claim you plan to act on and confirm them yourself."
 ],
 "agent_prompt": "Using the bullshit-detector skills in SerhiiKorniienko/bullshit-detector, fact-check the video at <video URL> claim by claim. Return each claim with its verdict, its sources, and the overall 0-10 BS score. Verify that every verdict links to a source rather than relying on model memory.",
 "agents": [
  "claude-code",
  "codex",
  "cursor",
  "gemini-cli"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Web search is non-deterministic, so verdicts can change between runs and a single report is one reading, not a measurement.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "uv installed (the fetch script uses it to resolve its dependencies)",
  "An agent with web search and the ability to run scripts, such as Claude Code, Codex, Cursor, or Gemini CLI",
  "A YouTube, TikTok, article, tweet, or PDF link, or pasted text"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "remote-script",
   "notice": "The skills.sh installer copies skills from this GitHub repo, and the fetch script uses uv to resolve its own dependencies, so review the repo before running it on a machine you care about."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/serhiikorniienko-bullshit-detector/fact-check-viral-video-before-sharing/",
 "md": "https://dedupedai.com/use-cases/serhiikorniienko-bullshit-detector/fact-check-viral-video-before-sharing/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/serhiikorniienko-bullshit-detector--fact-check-viral-video-before-sharing.json",
 "api_version": "v1"
}