Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semantic check as last resort.

A lightweight Paper library for intercepting Minecraft Brigadier commands at the node level, enabling precise, reliable command control without parsing raw strings or overriding vanilla behavior.