timesfm-deploy-check

To verify ECHELON data availability for TimesFM deployment, you need to confirm at least 60 days of accumulated daily counts. This skill checks local data files to validate data sufficiency and quality before initiating deployment.

Running TimesFM deployment checks requires a Python 3.12 environment, a local TimesFM installation, and access to local ECHELON signal-aggregator data files. These components are necessary to execute data validation and generate deployment scripts.

Data quality validation for TimesFM deployment works by checking recent dates in the ECHELON signal-aggregator data for non-zero channel counts. This ensures the accumulated 60+ days of data is active and reliable before triggering conditional deployment.

Yes, you can trigger a conditional TimesFM deployment on a MacM4-like environment. The skill applies to monitoring setups on these systems, handling data checks, quality verification, and generating deployment scripts when criteria are met.

When 60 days of ECHELON data is not met, the TimesFM deployment workflow is not triggered. The process stops at the data validation phase, preventing deployment until sufficient daily counts and quality criteria are satisfied.