Output generation

This section documents generation code paths, not user journeys, setup tasks, scheduling, analytics, authentication, or account management.

A workflow is an ordered sequence of transformations. Each stage accepts an input and emits an output. In the JSON examples, "...output": "stage-N output" is documentation shorthand for spreading the complete preceding output into the next stage input. It is not a literal runtime field.

Generation workflows

Documentation contract

Every workflow page contains only:

1. the initial input contract;
2. ordered processing stages;
3. valid JSON input and valid JSON output for every stage;
4. the exact model and API provider for generative stages;
5. branches, validation, retries, persistence, and the final output contract.

Supporting processes such as authentication, collection management, notification delivery, account connection, scheduling, analytics import, and analytics reporting are documented outside this section because they do not generate a content output.

Model summary