aif-grounded

Enforce evidence-based reasoning for AI answers in legal, financial, or medical contexts.

Updated Jun 13, 2026
One-click install
npx skills add https://github.com/n-marusov/vedo-help --skill aif-grounded-n-marusov
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif-grounded
Source: https://github.com/n-marusov/vedo-help/tree/main/.agents/skills/aif-grounded
Command: npx skills add https://github.com/n-marusov/vedo-help --skill aif-grounded-n-marusov

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill ensures that AI-generated answers are grounded in evidence, minimizing the risk of assumptions and incorrect information.

Core Features & Use Cases

  • Evidence-based Reasoning: Forcing the AI to provide answers only when 100% confident in the evidence.
  • Uncertainty Handling: Explicitly stating when information is uncertain.
  • Insufficient Information: Not guessing when evidence is lacking.
  • Use Case: Ideal for high-stakes scenarios where accuracy is paramount, such as legal, financial, or medical contexts.

Quick Start

Use the aif-grounded skill when you require a 100% reliable answer, ensuring that the AI does not make assumptions or guesses.

Frequently Asked Questions about aif-grounded

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I ensure evidence-based reasoning for AI-generated answers in high-stakes scenarios?

To ensure evidence-based reasoning for AI-generated answers, you need a mechanism that requires 100% confidence in evidence before providing a response. This prevents assumptions in high-stakes legal, financial, or medical contexts where accuracy is paramount.

What happens when AI lacks sufficient evidence for a query?

When AI lacks sufficient evidence for a query, it should explicitly state the uncertainty and refuse to guess. This approach ensures no assumptions are made when evidence is insufficient, maintaining strict reliability.

Can I force an AI to only answer when it has 100% confidence in the evidence?

Yes, you can enforce strict reasoning to ensure an AI only answers when it has 100% confidence in the evidence. This prevents the AI from generating assumptions or guesses when information is lacking.

When should I use grounded AI reasoning for high-stakes contexts?

You should use grounded AI reasoning for high-stakes contexts such as legal, financial, or medical scenarios. It is ideal for situations where accuracy is critical and unverified assumptions pose significant risks.

What is the best way to prevent AI from making assumptions in critical queries?

The best way to prevent AI from making assumptions in critical queries is to enforce strict evidence-based reasoning. This ensures the AI explicitly handles uncertainty and does not guess when evidence is insufficient.