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A practical, Bash‑first playbook for AI anti‑cheat on Linux: collect low‑noise process/network features via procfs/auditd/bpf, score them with a tiny local Isolation Forest service, and respond with a watcher (log/notify/kill). Includes distro install steps, baseline training, real‑time monitoring scripts, inotify file sentinel, high‑signal cues, and guidance on calibration, privacy, and a sane enforcement ladder.