Agent Handoff & Escalation Rule Writer

Writes the checkable trigger conditions and human-escalation thresholds a multi-agent workflow needs so control passes cleanly instead of looping or failing silently.

Best For

•Teams with a multi-agent pipeline already built in LangGraph or CrewAI who only have a vague sense of when control should pass between agents.
•Operators of an agent that occasionally goes off the rails, who need a concrete human-escalation threshold instead of trusting the agent to know when it's stuck.
•Anyone adding a second or third agent to a single-agent workflow who needs the boundary between agents defined before duplicated or dropped work becomes a real problem.

Prompt Template

Act as a multi-agent systems designer. I have an AI agent workflow with these agents or steps: [LIST AGENTS/STEPS AND WHAT EACH ONE OWNS]. Help me write explicit handoff and escalation rules between them. Produce: 1) for each handoff point, the exact trigger condition that passes control to the next agent, stated as something checkable rather than "when it's done", 2) what state or data must travel with the handoff so the next agent isn't starting blind, 3) a human-escalation rule: the specific conditions under which the workflow stops and asks a person instead of continuing, such as a failed-attempt count, a cost or risk threshold, or a request category no agent in the chain is authorized to handle, 4) a loop cap or timeout for any handoff that could otherwise repeat indefinitely, and 5) what happens to a request that doesn't cleanly match any agent's scope. Context: [DESCRIBE THE WORKFLOW'S DOMAIN AND WHAT'S AT STAKE IF A HANDOFF FAILS SILENTLY].

Pro Tip

In frameworks like LangGraph, a handoff is really just a tool call that updates a shared state variable, such as which agent is active, and routes to the next node -- write your trigger conditions in that same concrete, checkable language instead of something vague like 'when the research is thorough enough.'

Example Output

A sample of what this prompt produces once you fill in the placeholders.

A handoff rule set for a research-then-write pipeline specifying that the Researcher only hands off to the Writer after finding at least 3 independent sources with publish dates, escalates to a human after 2 failed handoff attempts, and times out after 20 minutes to prevent an unresolvable back-and-forth between the Writer and a Reviewer agent.