# `Agentic.Loop.Stages.CommitmentGate`

Intercepts unfulfilled commitments in agent responses.

When the LLM returns `end_turn` with text like "Let me analyze..." but hasn't
used any tools, this stage catches it before the response reaches the user.
It broadcasts the commitment text as a "thinking" indicator and re-enters the
pipeline with a nudge to follow through.

Placed after ToolExecutor in the pipeline -- only fires on the end_turn path
(no pending tool calls).

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*Consult [api-reference.md](api-reference.md) for complete listing*