Audio thread safety and lock-free programming patterns for JUCE/Tracktion Engine. Use when writing Plugin::applyToBuffer(), real-time audio callbacks, metering, or any code that touches the audio thread. Covers what is forbidden, lock-free communication, and codebase-specific patterns.
Run the pre-real-Serum-test checklist on one or more .SerumPreset files -- automated CBOR wire-type scan plus a human-readable summary -- then hand off to the user for the real load-it-in-Serum test. Use this after any generatepreset/editpreset call on serum-mcp, or whenever a preset file needs to be verified before…
Use when analyzing a song recording — extracting tempo/downbeats/key, separating stems, transcribing bass to MIDI, identifying chords per bar, timing lyrics, reading drum patterns, or producing a chord+lyric chart for a band. Covers madmom, demucs (htdemucsft), CREPE, basic-pitch, chroma chord proposal, and Whisper…
Orchestrate original songs, score-first piano/orchestra works, instrumentals, or guided meditations from brief through craft, notation, Suno/Lyria packets, taste review, and verified generation. Use for "make a song", "compose piano", "orchestra", "sheets/tabs", "produce this", "create in Suno", "Lyria", "guided…
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