Claude
Document Processing
Trust: 55/100 (Fair)doublecheck Guide
Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review.
33,939 starsby github
When to use doublecheck
Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review.
How to use doublecheck
doublecheck is a Claude skill in the SKILL.md format. Add it to your Claude environment from the source repository below, then it activates as a user-invocable skill when your task matches its description.
Details
PlatformClaude
CategoryDocument Processing
Invocationuser-invocable
Modelany
Maintainergithub
LicenseMIT