Verify claims in AI outputs and surface credible sources.
npx skills add https://github.com/angryconsultant/Copilot-CLI --skill doublecheck
Please help me install this Agent Skill. Skill: doublecheck Source: https://github.com/angryconsultant/Copilot-CLI/tree/main/skills/doublecheck Command: npx skills add https://github.com/angryconsultant/Copilot-CLI --skill doublecheck
Doublecheck provides an automated, structured verification workflow for AI-generated content, extracting verifiable claims and surfacing sources to support human review.
Say 'activate doublecheck' to enable inline verification on your next response.
High-intent search queries and answers about installing and using this skill.
To verify AI outputs for hallucinations, you can activate an inline verification process that extracts verifiable claims and surfaces credible sources. This runs a three-layer pipeline including self-audit, source verification, and adversarial review to flag potential inaccuracies.
The best way to add inline verification is using a persistent mode that automatically applies a structured workflow to your responses. It extracts verifiable claims and outputs an inline verification section or a full three-layer report alongside the generated content.
Yes, you can run a one-time risk assessment using one-shot verification mode. This allows you to detect and flag potential hallucinations across diverse domains for a single response without keeping the verification process persistently active.
The three-layer verification pipeline works by first running a self-audit of the AI output, then performing source verification to find credible citations, and finally applying an adversarial review to challenge and flag potential hallucinations.
No external dependencies are required to generate an AI verification report. The process operates independently using a built-in verification template to extract claims, surface sources, and structure the final output.
rajivpantExtract claims from AI-synthesized content and verify them against primary sources.
ImaginerLabsExtract verifiable claims from AI-generated text and produce structured verification reports.
D0NMEGAPush a branch, create a PR with an auto-generated body, and track merge status.
Bhuvansai-16Verify research drafts through citation validation, fact-checking, and content quality assessment.
