Auto-invoke when about to execute a script, pipeline, or transformation that reads input data files and writes output files — e.g., `python analysis.py`, `bash process.sh`, neuroimaging tools (fMRIPrep, MRIQC, FSL, FreeSurfer), or any shell command that produces result files in a DataLad dataset.
