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Products

Product data can be used as brand context and generation grounding.

Image operations

image swap starts production, credit-metered work and persists the generated thumbnail by default. Use --no-persist when you only want a generated result.
image upload --file is local-only and should not be exposed as an MCP tool call unless the MCP client can provide a file through another mechanism.

Video analysis

This starts a production, credit-metered job.
Video analysis extracts reusable marketing patterns such as hook, cuts, scenes, captions, and rhythm.

Video generation

This starts a production, credit-metered job. Reference video inputs can increase cost because the backend may resolve and mirror media assets before sending them to the provider.
Poll async jobs: