PHANTOM SHELL: A Local Gemma Investigator for the Ghost in Your Machine

PHANTOM SHELL is a Windows-first diagnostic terminal designed to investigate system slowdowns by gathering CPU, memory, and disk data. It utilizes deterministic checks and a local Gemma model to provide evidence-based hypotheses. Similarly, DEADLOOP serves as a local-first reliability monitor for AI agents, detecting repetitive tool calls and circular workflows. It records execution traces and raises incidents for human resolution, using an optional open-weight model solely to explain findings without intervening in agent execution.