Fact Checker
Verifies factual claims in your documents against authoritative sources and applies corrections only after your approval.
What it does
Scans a document for verifiable claims (specs, version numbers, dates, statistics, benchmark scores), searches official sources on the web, and produces a comparison table with four statuses (accurate, incorrect, outdated, unverifiable). It then writes a structured fact-check report and, only after you approve, edits the file and summarizes what changed.
- Skips opinions, prose, and tutorial instructions
- Prefers official announcements, API docs, GitHub releases, and package registries
- Enforces temporal context ("as of January 2026") and citation links
- Includes rules for conflicting sources and missing sources
Who it's for
- Technical writers and bloggers who publish numbers, specs, and versions
- Anyone refreshing stale documentation to current reality
- Analysts who must sanity-check statistics cited in reports or decks
Examples
- "Fact-check the AI model context windows in section 2.1" → flags outdated model names and token counts with official doc links
- "Verify the benchmark scores in chapter 5" → compares each figure to the original publication and marks mismatches
- "Check whether the library versions in the README are current" → queries npm/PyPI and lists outdated pins with changelog references
· · · Install guide · · ·
Try it now, no install
Paste this into Claude to use the skill without installing anything.
Read the instructions in this file and follow them to help me: https://raw.githubusercontent.com/daymade/claude-code-skills/HEAD/fact-checker/SKILL.md What I want: (describe your task here)
If Claude can't open the link, open it yourself and paste the contents instead.
↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.
Install in the Claude app (no terminal)
- Download the ZIP with the button below.
- In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
- Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
Install in Claude Code
Let Claude do it — paste this into Claude Code
Install the skill I found on Claude Skill Mart. Copy the fact-checker folder from the GitHub repo daymade/claude-code-skills into my ~/.claude/skills/fact-checker/. When it's done, tell me in one line what this skill can do.
Install with a command instead
git clone https://github.com/daymade/claude-code-skills.git && mkdir -p ~/.claude/skills && cp -r claude-code-skills/fact-checker ~/.claude/skills/⚠ This is a third-party skill. Check the source repository before installing.
- Open a terminal.
- Clone the repo:
git clone https://github.com/daymade/claude-code-skills.git - Create the skills folder:
mkdir -p ~/.claude/skills - Copy the skill:
cp -r claude-code-skills/fact-checker ~/.claude/skills/ - Confirm that
~/.claude/skills/fact-checker/SKILL.mdexists. - Restart Claude Code and ask something like "fact-check this document".
- Make sure web search is enabled, since verification depends on it.