operator-availability-predictor

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Predicts near-term operator availability using behavioral and historical patterns.

haulcommand-max By haulcommand-max schedule Updated 3/7/2026

name: operator-availability-predictor description: Predicts near-term operator availability using behavioral and historical patterns.

Operator Availability Predictor

Signals

  1. Recent activity — Last login, last job completed, last status update
  2. Historical patterns — Day-of-week and time-of-day availability trends
  3. Region demand — Current load density in the operator's primary corridors
  4. Calendar density — Number of upcoming committed jobs on the operator's schedule
  5. Response latency — Recent response time trends (faster = more likely available)

Actions

  • Predict availability window — Estimate the next period when the operator is likely free (e.g., "available tomorrow 8am–4pm")
  • Pre-surface operators — Proactively show predicted-available operators to brokers before they search
  • Alert brokers — Notify brokers when a preferred operator becomes available in their corridor
Install via CLI
npx skills add https://github.com/haulcommand-max/haul-command --skill operator-availability-predictor
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