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GATES

Human Approval Gate Template

Where an AI agent must stop and ask

CTA word: GATES

Use one gate object per risky action class.

Gate fields

  • gate_id
  • action
  • systems
  • triggers_when (amount, customer tier, safety flag)
  • approvers (primary, backup, timeout)
  • on_timeout (escalate | hold | deny)
  • evidence_required (record link, rationale, risk)
  • audit store and fields

Standard gate classes

  1. Value - dollar or quantity over threshold
  2. Customer - strategic accounts, SLAs, regulated
  3. Safety / quality
  4. Irreversible - deletes, mass updates, external sends
  5. Novel - action class never taken in prod

UI / ops checklist

  • Approver sees the same identifiers the agent used
  • One-tap approve / deny / edit
  • Deny reasons are structured (feeds SCORECARD)
  • Agent cannot proceed without a recorded decision

Policy notes

  • Gates are product, not a later feature
  • Prefer fewer sharp gates over many vague ones
  • If more than 30% of runs hit a gate, scope or threshold is wrong

Team Nebula / teamnebula.ai

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