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ifixai-ai
ifixai-aiOFFICIAL
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ifixai

Run up to 45 inspections to detect operational misalignment in AI systems.

7.9k|679|Updated Apr 27, 2026
Search Tags:#compliance#AI#inspection#diagnostic#operational misalignment
One-click install
npx skills add https://github.com/ifixai-ai/iFixAi --skill ifixai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ifixai
Source: https://github.com/ifixai-ai/iFixAi/tree/main/plugin/skills/ifixai
Command: npx skills add https://github.com/ifixai-ai/iFixAi --skill ifixai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ifixai, anthropic, openai, gemini, azure, bedrock, openrouter, huggingface, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill identifies AI operational misalignment, ensuring your AI systems align with business expectations and regulatory standards.

Core Features & Use Cases

  • Operational Misalignment Detection: Identifies actions, omissions, or behaviors from AI systems that do not align with business intent.
  • Comprehensive Inspections: Runs up to 45 inspections against AI systems, covering policy compliance, adversarial pressure, and structural edge cases.
  • Customizable Scoring: Provides a letter grade based on the results of inspections, with options for different levels of depth and judge selection.
  • Use Case: Use this Skill to test an AI system for misalignment, ensuring it behaves as intended and complies with necessary regulations.

Quick Start

Use the ifixai skill to run a diagnostic on your AI agent and receive a grade on its operational alignment.

Frequently Asked Questions about ifixai

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

FAQPage Schema
How do I detect AI operational misalignment in my system?▼

You can detect AI operational misalignment by running a diagnostic suite of up to 45 inspections against the system's configuration, tools, and rules to identify behaviors that deviate from business intent.

What does an AI compliance inspection cover for operational environments?▼

An AI compliance inspection covers policy compliance, adversarial pressure, and structural edge cases to ensure the system behaves as intended and meets regulatory standards.

How do I test an AI agent for policy compliance and structural edge cases?▼

You test an AI agent by executing operational misalignment inspections that apply adversarial pressure and validate policy compliance, producing a customizable letter grade based on the results.

Do I need specific provider SDKs to run AI diagnostic inspections?▼

Yes, running AI diagnostic inspections requires the iFixAi engine alongside provider-specific SDKs from dependencies like Anthropic, OpenAI, Gemini, Azure, Bedrock, OpenRouter, or HuggingFace.

Can I customize the scoring depth when running AI misalignment diagnostics?▼

Yes, AI misalignment diagnostics offer customizable scoring with options for different levels of inspection depth and judge selection to evaluate your system's operational alignment.

What is the best way to grade an AI system on regulatory compliance and business intent?▼

The best way to grade an AI system on regulatory compliance is to run a comprehensive diagnostic inspection that evaluates operational misalignment and generates a letter grade based on customizable depth.

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