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Verify factual claims in AI-generated output v1.0.0
Use this resource to check the factual claims in AI-generated output against sources
New
- 481 downloads
- 129 likes
- 160 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install verify-ai-output-claimsWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent extracts each verifiable claim, checks the text for internal consistency and searches the web for sources that support or contradict it. It flags typical hallucination patterns. You receive a structured report with links to check yourself.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: three verification layers, active or one-shot mode
- assets/verification-report-template.md: report template with sources
Good fit for
- You must check figures and dates before publishing
- You are checking an AI answer on a sensitive topic
Not for
Tags
- fact-checking
- sources
- hallucination
- verification
About
You say
“Check the figures and dates in this AI-generated text before I publish it.”
Skill published by github under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to check the factual claims in AI-generated output against sources
- Review and adjust the result
Content preview
Files
- assets/verification-report-template.md2.7 KB
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md15.5 KB
Origin and licence
Listed unmodified
- Author
- github
- Source
- github.com/github/awesome-copilot/tree/0fe6545b950671641b2b14b44eb56678fea6c6b4/skills/doublecheck
- Licence
- MIT
Notice
« doublecheck » (github, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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