Workflows

Use workflows when you know the outcome you want but do not yet know which model or screen can produce it.

Choose an outcome

Outcome	Workflow
A short list around one reference track	Find compatible tracks
A broader pool to audition later	Build crates
A reusable score for your own recurring concept	Train a personal classifier
Fresh SONARA data after an analysis change	Reanalyze SONARA data
A safe routine for keeping the catalog current	Maintain library

Each result is still material for review. The app narrows and organizes the collection, and listening decides what survives.

Pages

• Find compatible tracks: one reference track to candidate list.
• Build crates: create listening pools and export them.
• Train a personal classifier: turn Rhythm Lab labels into a promoted score.
• Reanalyze SONARA data: back up the library and reanalyze only when chosen.
• Maintain library: the repeatable routine for tags, validation, duplicates, and repair.

Working habit

Work in previews first. Export or apply only after listening or reviewing reports.

The browser UI mixes Russian and English labels. These workflows name every control in English, and UI language carries the on-screen string for each one.