What CLI tools does this skill utilize?

The skill uses a combination of SearchWeb and FetchURL alongside Bash utilities like curl, jq, and grep to extract and process data from the web.

How does Tri-Witness consensus work?

The F3 Tri-Witness protocol requires a 0.95 agreement threshold across at least three independent, high-authority sources before a claim is considered verified.

Can it handle sensitive topics like medical advice?

Yes, it includes specialized high-stakes protocols that prioritize Tier 1 sources such as the CDC, WHO, and peer-reviewed journals to ensure the highest level of accuracy.

What is ArifOS Web Search Grounding?

It is a Claude Code skill that enhances AI reliability by validating information against external web sources using a constitutional truth-enforcement framework.

ArifOS Web Search Grounding

Name: ArifOS Web Search Grounding
Author: ariffazil

byariffazil

•

安全与测试

Verifies AI-generated claims against authoritative external sources using a multi-tier constitutional consensus framework.

ArifOS Web Search Grounding is a sophisticated Claude Code skill designed to enforce 'ground truth' through rigorous external verification. It leverages a constitutional authority hierarchy (Tiers 1-4) and the 'F3 Tri-Witness' consensus model to ensure information accuracy, especially in high-stakes domains like medical, legal, and financial sectors. By integrating directly with CLI tools and web search capabilities, it provides a transparent audit trail for every fact-check, protecting users from misinformation through evidence-based validation and real-time truth metrics.

主要功能

01Domain-specific search strategies for medical, legal, and scientific claims

02Multi-tier source authority assessment (Government, Academic, News, Social)

03Comprehensive CLI audit trails with constitutional logging

0427 GitHub stars

05F3 Tri-Witness consensus building requiring ≥0.95 agreement

06Misinformation protection via F4 KappaR empathy protocols

使用场景

01Verifying medical or legal claims against official government and academic databases

02Fact-checking breaking news using a consensus of reputable media outlets

03Auditing AI-generated documentation for factual accuracy regarding external specifications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ariffazil/arifos arifos-websearch-grounding

For use in Claude.ai and ChatGPT

Download Skill