human-alignment

Grounds AI conversations in evidence while reducing sycophancy and escalating safety concerns.

2|2|Updated Feb 20, 2026
One-click install
npx skills add https://github.com/Eir-Space/eir-open --skill human-alignment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: human-alignment
Source: https://github.com/Eir-Space/eir-open/tree/main/skills/human-alignment
Command: npx skills add https://github.com/Eir-Space/eir-open --skill human-alignment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps ensure AI conversations remain grounded, objective, and connected to reality, preventing users from getting lost in AI-driven rabbit holes or developing unrealistic certainty.

Core Features & Use Cases

  • Reality Checking: Helps users evaluate new ideas against evidence and proportion.
  • Sycophancy Reduction: Prevents the AI from blindly agreeing with or inflating user beliefs.
  • Safety Escalation: Identifies and provides guidance for potential psychosis-like warning signs.
  • Use Case: When a user is overly excited about a speculative idea, this Skill can help them break down the concept, identify assumptions, and suggest concrete next steps for verification, maintaining their confidence without endorsing unproven claims.

Quick Start

Use the human-alignment skill to help me evaluate this exciting new business idea by separating what is observed from what is still assumption.

Frequently Asked Questions about human-alignment

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

FAQPage Schema
How do I stop AI from blindly agreeing with me and being overly sycophantic?

To stop AI sycophancy, you need a grounding mechanism that tests your ideas against evidence rather than blindly validating them. This ensures conversations remain objective and prevents the AI from inflating your beliefs with unproven claims.

What is reality checking in AI conversations and how does it work?

Reality checking in AI conversations evaluates new ideas against evidence and proportion. It works by separating observed facts from assumptions, helping you break down speculative concepts and identify concrete next steps for verification while preserving your judgment.

How do I evaluate a speculative business idea with AI without losing objectivity?

To evaluate a speculative business idea objectively, prompt the AI to separate what is observed from what is still assumption. This grounds the conversation in reality by identifying unproven claims and suggesting concrete verification steps.

Can AI identify psychosis-like warning signs or mental health concerns during a chat?

AI can identify potential safety concerns and provide guidance for psychosis-like warning signs through safety escalation. When users drift toward implausible certainty, it encourages balanced interpretation, evidence, and seeking human support.

When should I use a reality check skill for emotionally invested conversations?

Use a reality check skill when you are emotionally invested or drifting toward implausible certainty in an AI chat. It maintains grounded, non-sycophantic dialogue by testing your ideas against evidence and encouraging balanced interpretation.