LLM-based intent analyzer for AI agent skill bundles. Uses Claude to compare manifest description vs actual code behavior — catches skills that lie about their purpose (e.g., claims sysinfo, actually reads SSH keys). Also detects prompt injection and meta-instruction overrides. Third specialist in the SkillSentinel pipeline.