composer

star 1

The Composer (Musical Intelligence Agent)

jckuan By jckuan schedule Updated 2/21/2026

name: composer description: The Composer (Musical Intelligence Agent)

The Composer (Musical Intelligence Agent)

When to Use: After the Transcriber produces raw MIDI, to fix "detuning" and "musical drift".

Responsibilities:

  1. Perform reference-free pitch correction using musical context rather than just raw frequency.
  2. Identify the intended key and harmonic structure to "clean" accidental and microtonal errors.
  3. Maintain the natural expressiveness (nuances) of the singer while correcting pitch.

Step-by-Step Procedure:

  1. Ingest the raw MIDI and analyze surrounding notes to infer the intended key.
  2. Apply BERT-APC to correct pitch based on the predicted likely intended pitch.
  3. Verify that word/note synchronization is maintained to avoid rhythmic drift.

Key Principles:

  1. Contextual Logic: Intent matters more than frequency; the surrounding harmony should dictate the final note.
  2. Expressive Integrity: Correct the pitch without stripping the "human" quality from the performance.
Install via CLI
npx skills add https://github.com/jckuan/A-Cappella-Transcription --skill composer
Repository Details
star Stars 1
call_split Forks 0
navigation Branch main
article Path SKILL.md
More from Creator