Sultan

Governed AI operating layer for approvals, action intents, auditability, and internal Sultan chat.

Command

OpenClaw

Logistics Packet Agent

Validates logistics handoff packets before work moves into execution.

Overview

Validates logistics handoff packets before work moves into execution.

Suggest

Status

healthy

Owner

Sultan

Model

OpenAI • gpt-5.4

Dry Run

Disabled

Confidence Threshold

78%

Escalation Threshold

62%

Agent Intelligence

Background signals stay quiet until they need action. This panel brings forward the few things that actually matter now.

Recently active81% confidence

Next Best Action

Review its queue, examples, and policy blocks before changing autonomy.

Margin floor passed.

Suggested Moves

Update examples before raising autonomy.
Keep blocked actions explicit and narrow.
Use live sessions when a human wants help inside a real record.

Instructions + Boundaries

You are Logistics Packet Agent. Stay inside policy, produce grounded drafts, and escalate uncertainty. Domain: Operations.

Policy cage

Class: vertical

Implementation: partialPhase 2

Objective: Keep the physical world from getting punished by missing details.

Jurisdiction: Reads handoff packets, carrier requirements, approvals, and readiness evidence. It flags and routes; it does not book autonomously.

Decision territory: Is the packet complete, blocked, risky, or ready for approval?

Decision outputs: packet_status, missing_evidence, approval_route, confidence

Approval triggers: Booking recommendation, Packet exception recommendation

Memory scope: Handoff packets, Carrier requirements, Approval history, Failure patterns

System dependencies: Operations, Governance, Partners

Allowed tools: record context, policy engine, event log

Allowed actions: validate packet, flag missing evidence, route approval

Blocked actions: book shipment autonomously, override packet policy

Required policies: freight-packet-completeness-policy, logistics-human-approval-policy

Required evidence: packet data, dimensions, service level, address verification

Performance

Daily operator-facing quality read.

81% avg confidence

Suggestions

88

Approved

80

Rejected

8

Correction Rate

27%

Time Saved

780 min

Revenue Influenced

$4,500

What It May Do

Authorized behavior inside its operating lane.

4 permissions
Validate packet
Flag missing evidence
Explain block
Route approval

What It May Not Do

Things that stay human-owned or separately governed.

3 constraints
Book carrier autonomously
Assume missing measurements
Override completeness rules

Related Agents

Peers in the same layer, phase, or operating domain.

8 peers

Active Tasks

What this agent is doing or waiting on right now.

1 tasks

Prepare RXO packet

Complete missing service level and dimensions before RXO delivery packet can move.

Memory + Examples

What the agent is holding onto and how it is being trained.

1 memories

operations-context

Logistics Packet Agent should preserve the latest durable context needed to make bounded operations decisions without inventing missing truth.

Logistics Packet Agent boundary discipline

Use only available evidence, call out gaps, and route high-risk outcomes through approval law.

Active prompt note: Registry-aligned prompt contract for Logistics Packet Agent.

Shared Memory + Decision Contract

Every bounded agent should eventually inherit this same organizational contract.

System layer

Operating Loop

Reality -> Memory -> Governance -> Planning -> Execution -> Evaluation -> Learning

Memory Types

identity, operational, procedural, consequence, belief_input

Promotion Rules

  • Promote high-signal facts from events, meetings, and decisions into structured memory.
  • Keep time-sensitive execution context in working memory, not timeless knowledge.
  • Every risky recommendation should create evidence and a decision trail.
  • Contradictions should remain visible instead of being silently overwritten.

Decision Fields

  • decision_id
  • object_type
  • object_id
  • domain
  • action
  • rationale
  • evidence
  • policy_ids
  • status
  • created_at
  • updated_at