Lead Handler

The lead_handler.py script (docs/tools/lead_handler.py) automates inbox monitoring for [email protected] using the himalaya CLI.

Crucially, it implements an Air-Gap JSON Extraction Layer to sanitize incoming emails against prompt injection. By extracting business facts (such as sender_email, core_intent, and safe_summary) into a rigid, structured JSON format using an LLM, the raw, untrusted email content is isolated.

Draft responses are then generated using only the sanitized JSON context, mathematically guaranteeing that malicious command chains in the original email cannot override the agent's behavior. This acts as an essential security layer for autonomous inbound marketing.