soma-run

You can automate this pipeline using a single-command workflow that orchestrates trend analysis, hook writing, and content repurposing sequentially. It validates input, executes the TI, HW, and CR steps, and produces evo-logs and a winners-log for a complete trace.

The best way to orchestrate a content pipeline with safety checks is using a deterministic task sequencer that enforces retry logic, drift detection, and abort sentinels. This approach ensures safe cross-step data extraction while preserving raw agent outputs for audit.

Yes, you can run the SOMA pipeline across multiple platforms with a single command. It coordinates end-to-end execution of trend intelligence, hook writing, and content repurposing steps while applying safety checks and temp-note persistence.

The pipeline handles temporary outputs and recovery by automatically generating and persisting them throughout execution. This temp-note persistence mechanism ensures cross-step data extraction is preserved for auditing and recovery if the deterministic task sequencing encounters issues.

When using deterministic task sequencing for content orchestration, consider that abort sentinels and drift detection will halt execution if validation fails. The pipeline enforces strict task ordering, so out-of-sequence inputs or unresolvable errors will trigger aborts rather than continuing.