bdistill-behavioral-xray

Behavioral X-Ray

Systematically probe an AI model's behavioral patterns and generate a visual report. The AI agent probes itself — no API key or external setup needed.

Overview

bdistill's Behavioral X-Ray runs 30 carefully designed probe questions across 6 dimensions, auto-tags each response with behavioral metadata, and compiles results into a styled HTML report with radar charts and actionable insights.

Use it to understand your model before building with it, compare models for task selection, or track behavioral drift over time.

When to Use This Skill

• Use when you want to understand how your AI model actually behaves (not how it claims to)
• Use when choosing between models for a specific task
• Use when debugging unexpected refusals, hallucinations, or formatting issues
• Use for compliance auditing — documenting model behavior at deployment boundaries
• Use for red team assessments — systematic boundary mapping across safety dimensions

How It Works

Step 1: Install

pip install bdistill
claude mcp add bdistill -- bdistill-mcp   # Claude Code

For other tools, add bdistill-mcp as an MCP server in your project config.