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Workflows

Every workflow follows the same pattern: scope tracks, gather evidence, present recommendations by confidence, get human approval, stage and export. The agent does the tedious work; you make the final call.

All workflows require cached data. Run cache_coverage first — if any provider is below 100%, hydrate with analyze_audio_batch and enrich_tracks before starting.

Library Cleanup — start here Five sessions that build on each other — clean metadata, enrich, backfill labels, classify genres, and audit. The recommended path for organizing a messy library.

Workflows

Section titled “Workflows”

Collection Audit

Detect and fix naming, tagging, and convention violations. Get started

Genre Classification

Classify genres using Discogs, Beatport, and audio analysis evidence. Get started

Genre Audit

Verify and correct existing genre tags using enrichment and audio evidence. Get started

Set Building

Build transition-scored DJ set sequences from your collection. Get started

Pool Building

Build compatible track pools for live improvisation using symmetric pool scoring. Get started

Chapter Set Planning

Plan a full set from locked chapters with bridge tracks between them. Get started

Metadata Backfill

Backfill missing labels, years, and albums from enrichment caches and file metadata. Get started

Library Health

Scan for broken links, orphan files, duplicates, and unplaylisted tracks. Get started

Batch Import

Prepare newly acquired music for Rekordbox import with proper tagging and organization. Get started

DJ Prompts

Conversational prompts for gig prep, collection analysis, practice, and music discovery. Browse prompts

Where to start

Section titled “Where to start”