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Build a local, auditable AI-assisted ZFS admin toolkit: collect pool and SMART telemetry to JSON, forecast time-to-80% capacity, and use a local LLM (Ollama) to triage incidents with safe, shell-ready steps. Generate data-aware snapshot retention plans, catch disk/space risks early, and integrate with cron/alerts using simple Bash plus a tiny Python script you can review and adapt.