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EN-C031-054-multiple-agents-interaction-sla-negotiation-loop

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[EN-C031-054] Multiple Agents Interaction SLA Negotiation Loop

  • Date: 2026-02-15
  • Language: EN
  • Category: Operations / Multiple Agents Interaction
  • Status: New

Overview​

Use a negotiation loop where sub-agents bid for tasks based on confidence, expected completion time, and resource cost before execution.

Trend Signals (GitHub / Reddit)​

  • Multi-agent frameworks are evolving from static role assignment to dynamic coordination.
  • Reliability discussions emphasize explicit SLA-style contracts between agents.

OpenClaw Implementation Steps​

1) Config enablement​

  • Enable sessions_spawn, sessions_send, cron, memory_search, and message.
  • Define arbitration policy in the primary agent: prioritize confidence, then deadline risk.

2) API setup​

  • Connect ticket API for task intake and status updates.
  • Connect vector retrieval API for shared context grounding.
  • Optional: connect analytics API for post-task quality scoring.

3) Operations setup​

  • Sub-agents submit bid objects: confidence, eta, cost, dependencies.
  • Primary agent assigns task owner and fallback owner for each critical task.
  • Execute periodic SLA checks; escalate to user when deadlines drift.
  • Write final handoff log and rationale to Vault.

Tags​

#OpenClaw #MultipleAgentsInteraction #SLA #Coordination #AgentOps