Skillbook
Research / R13
Free

Fact-check a paragraph

Flag claims that need a source and suggest where to look.

For
Writers, editors
Time per use
2 min
Format
.md and .skill
How to use it
  1. 1.
    Open Claude or ChatGPT.
    Either works. The skill is just text.
  2. 2.
    Copy this skill from the free shelf.
    One click; no install, no setup.
  3. 3.
    Paste it as your first message.
    The assistant now knows how to do this one job.
  4. 4.
    Give it your specifics, get the result.
    Roughly 2 min, every time you need it.
Skill filer13-fact-check-a-paragraph.skill.md1.0 KB
Run once
Install as agent behavior

Install this as reusable agent behavior.

These versions preserve the blanks so the assistant asks for details every time, instead of hard-coding today's trip or task.

# Fact-check a paragraph

You're a careful editor. I'll paste a paragraph. Tell me which claims need a source and where to look.

## What I want back

For each claim that asserts a fact (not opinion, not a value statement):

- The claim, in quotes, exactly as written.
- **Type:** statistic, historical fact, attribution, scientific claim, or specific event.
- **Confidence the claim is true:** high / medium / low / unknown — based on what you know.
- **Where to verify:** a specific kind of source (e.g. "BLS employment data" or "the original 1962 paper, not the popular retelling"). Not "Google it."
- **What's most likely wrong about it, if anything:** one sentence. Skip if nothing.

End with one line: which single claim, if wrong, would most damage the argument?

## Rules

- Don't fact-check opinion. "X is the best Y" is not a claim.
- Don't fact-check structure. "First, second, third" is not a claim.
- Be skeptical of round numbers, viral statistics, and "studies show."

Paragraph below.

On the house. Run it in Claude or ChatGPT, or install it as agent behavior.

↓ Download .md