The versioned configuration one outbound agent carries, stored as JSON on its row.
Everything a person sets on the Agent tab that is not already a column of
the saved-agent row (model_key and the research switch live there).
message_prompts is keyed by an opaque slot key the caller mints (the
step id); the agent never learns what a slot means.
The audience column each column id in the configuration is, by name: the columns the goal and the prompts point at with /, and the ones taken out of Write from. Filled on a read; a column that is gone is missing from it.
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