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Escalate difficult decisions to an advisor model
Let a regular agent handle tasks and consult a stronger model only on explicit triggers, retaining the rationale.
Goal
Let a regular agent handle tasks and consult a stronger model only on explicit triggers, retaining the rationale.
Steps
- Define measurable escalation triggers such as low confidence or conflicting evidence, and limit advisor context. [source12]
- Have the primary agent send the question, attempted steps, and evidence to the advisor; log returned advice as an auditable event. [source12]
- Compare answer quality and call cost before and after escalation; validate advice in the primary flow and do not grant tool authority. [source12]
How to verify
Test predefined escalation conditions and verify the stronger model receives the task, verified evidence, and escalation rationale.
Troubleshooting
If escalation is missed or overused, adjust explicit triggers and replay the same test set; record model disagreement and label advice as advice.
Permissions
Prerequisites
- Requires a Claude Managed Agents API account and test workspace; model calls are billed separately.
Permissions
- Sends the approved task and evidence to both a regular and a stronger model; the latter may cost more. It has no account-write permission and advice remains subject to an owner’s judgment.
Limitations
Follow the pinned source to reproduce the workflow; verify model outputs against source evidence and current API behavior.
Pinned upstream source
- Repository
- anthropics/anthropic-cookbook
- File path
- managed_agents/CMA_consult_an_advisor.ipynb
- Pinned commit
9c1e493ddd2b82df399d2a61b9c806c539e18be6- Source checked
- 2026-10-14 · Reviewed against the pinned upstream source
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License: MIT
Main topic
Turn ecommerce campaign materials into a reviewable weekly brief