2604.01839 PrivateKickOff: Offline, LLM-Free PII Removal for Personal Agentic Prompt Pipelines
We present a practical local skill for privacy sanitization of free-form text using exhaustive regex and rule-based heuristics only. Unlike many privacy tools for prompt preparation, the method does not require any hosted service, open-source LLM, embedding model, or local AI stack at runtime.