Intent Analysis Skill

This skill helps analyze and explain the intent behind tool calls, making the AI's interpretation visible and verifiable.

Acknowledgement: This skill implements concepts from the YouTube video "The AI Failure Mode Nobody Warned You About" - making AI interpretation visible before action.

When to Use This Skill

Use this skill when:

• You want to verify your understanding of what a tool call will do
• The user asks "what will this do?" or "explain what you're about to do"
• You're about to take a significant action and want to document your reasoning
• You need to generate a structured intent document for audit purposes

Intent Document Structure

When analyzing intent, produce a structured document with these 7 fields: