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How to fact-check your own post or README before you publish it with Bullshit Detector

Flag the claims a hostile reader would challenge first, with a source that fixes each one.

Short answer: Install uv from https://docs.astral.sh/uv/ if you don't have it; then npx skills@latest add SerhiiKorniienko/bullshit-detector; open your agent and paste your draft, asking: fact-check my draft. All steps.

  • Research
  • Intermediate
  • 30 minutes
  • From the README
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI

Remote script. The skills.sh installer copies skills from this GitHub repo, so review the repo before running it on a machine you care about.

Who it is forAn author, founder, or marketer about to ship a post, README, or launch announcement who wants to catch factual errors before readers do.

The problemA stale price, an overstated setup time, or an unsourced statistic in a draft is cheaper to fix before publishing than after a correction.

The outcomeA list of the draft's risky claims, each with the source that supports or corrects it, so you can edit before you post.

What you need first

  • 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

Steps

  1. Install uv from https://docs.astral.sh/uv/ if you don't have it.
  2. npx skills@latest add SerhiiKorniienko/bullshit-detector
  3. Open your agent and paste your draft, asking: fact-check my draft.
  4. Review each flagged claim and the source attached to it.
  5. Edit the draft to match the sources, then publish.

Prompt for your agent

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.

Caveat. The checker can only cite sources it can reach, so a clean report does not prove a draft is accurate.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for SerhiiKorniienko/bullshit-detector and "Fact-check your own post or README before you publish it"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

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