{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "serhiikorniienko-bullshit-detector--fact-check-own-draft-before-publishing",
 "repo": "SerhiiKorniienko/bullshit-detector",
 "repo_url": "https://github.com/SerhiiKorniienko/bullshit-detector",
 "repo_slug": "serhiikorniienko-bullshit-detector",
 "title": "Fact-check your own post or README before you publish it",
 "page_title": "How to fact-check your own post or README before you publish it with Bullshit Detector",
 "summary": "Flag the claims a hostile reader would challenge first, with a source that fixes each one.",
 "who": "An author, founder, or marketer about to ship a post, README, or launch announcement who wants to catch factual errors before readers do.",
 "problem": "A stale price, an overstated setup time, or an unsourced statistic in a draft is cheaper to fix before publishing than after a correction.",
 "outcome": "A list of the draft's risky claims, each with the source that supports or corrects it, so you can edit before you post.",
 "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 paste your draft, asking: fact-check my draft.",
  "Review each flagged claim and the source attached to it.",
  "Edit the draft to match the sources, then publish."
 ],
 "agent_prompt": "Using the bullshit-detector skill in SerhiiKorniienko/bullshit-detector, fact-check the draft text I paste below. List the claims a hostile reader would challenge first, each with the source that supports or corrects it. Verify that no claim is marked confirmed without a source.",
 "agents": [
  "claude-code",
  "codex",
  "cursor",
  "gemini-cli"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The checker can only cite sources it can reach, so a clean report does not prove a draft is accurate.",
 "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, so review the repo before running it on a machine you care about."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/serhiikorniienko-bullshit-detector/fact-check-own-draft-before-publishing/",
 "md": "https://dedupedai.com/use-cases/serhiikorniienko-bullshit-detector/fact-check-own-draft-before-publishing/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-own-draft-before-publishing.json",
 "api_version": "v1"
}