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diagnostic-stem-delivery

Audio production with diagnostic analysis, timecode parsing from documents, and verified export workflow

benchmarks/gdpval/skills/audio-track-production-enhanced-enhanced-enhanced/SKILL.md

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# Diagnostic Stem Audio Production Workflow

This skill provides a resilient pattern for audio production that emphasizes **diagnostic analysis before editing**, **explicit timecode extraction from documents**, **incremental verification**, **fail-fast principles**, and **mandatory deliverable verification**. Each major step produces verified outputs before proceeding, with comprehensive audio diagnostics at specified timecodes.

## Overview

Follow these steps in strict order. Each step must complete successfully and pass verification before proceeding to the next:

1. **Parse timecodes from source documents** - Extract edit spots/timecodes from DOCX/text sources
2. **Perform diagnostic audio analysis** - Analyze reference audio at each timecode (pitch, clicks, frequency)
3. **Calculate timing parameters** - Derive section transitions from BPM and duration
4. **Verify reference audio** - Validate input file properties and extract target duration
5. **Generate and verify each stem individually** - One stem at a time with immediate verification
6. **Detect and resolve duration mismatches** - Apply appropriate extension strategy