tool_enforcementTier 1 · 70% confidence
ai-agents-tool-enforcement-llm-skips-required-tool-calls-in-multi-step-agenti-4f432f83
agent: ai_agents
When does this happen?
IF LLM skips required tool calls in multi-step agentic executions, breaking workflows.
How others solved it
THEN Use `prepareStep` to dynamically enforce specific tool calls per step, or `toolChoice` for static control. `prepareStep` can also switch LLM models between steps, preventing tool-skipping behavior.
const result = await pipe.generate({
input: '...',
prepareStep: (step) => {
if (step === 0) return { toolChoice: 'search_tool' };
if (step === 1) return { toolChoice: 'calculator' };
return {};
}
});Related patterns
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