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AI/MLgithub

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.

Stars
34,159
Source
github/awesome-copilot
Updated
2026-05-29
Slug
github--awesome-copilot--doublecheck
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/github/awesome-copilot/HEAD/plugins/doublecheck/skills/doublecheck/SKILL.md -o .claude/skills/doublecheck.md

Drops the SKILL.md into .claude/skills/doublecheck.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.