Production Operations Skill (Tier 3)
This Is the Assembly Line of Dreamweaving
This tier contains all operational skills for producing finished hypnotic sessions.
Purpose
Execute the technical production pipeline from script to YouTube-ready package.
These skills are loaded based on the specific task being performed.
Sub-Skills
Skill Location Loads When
SSML Generation ssml-generation/
Script writing tasks
Voice Synthesis voice-synthesis/
Audio generation tasks
Audio Mixing audio-mixing/
Post-voice mixing tasks
Video Assembly video-assembly/
Video creation tasks
YouTube Packaging youtube-packaging/
Publication preparation
Session Creation session-creation/
New session initialization
Pipeline Flow
Session Init → SSML Script → Voice TTS → Audio Mix → Video Assembly → YouTube Package │ │ │ │ │ │ ▼ ▼ ▼ ▼ ▼ ▼ session- ssml- voice- audio- video- youtube- creation/ generation/ synthesis/ mixing/ assembly/ packaging/
Production Standards
Audio Quality
Parameter Standard
Sample Rate 44100 Hz or 48000 Hz
Bit Depth 24-bit (processing), 16-bit (final)
LUFS -14 LUFS integrated
True Peak -1.5 dBTP maximum
Format MP3 320kbps (delivery), WAV (masters)
Video Quality
Parameter Standard
Resolution 1920x1080 (Full HD)
Codec H.264
Frame Rate 24 fps (cinematic) or 30 fps
Audio AAC 320kbps
SSML Standards
Parameter Standard
Speaking Rate rate="1.0" (always)
Pacing Via <break> tags only
Voice en-US-Neural2-H (production)
Validation Must pass validate_ssml.py
Integration with Other Tiers
Tier Relationship
Tier 1 (Neural Core) Content generation follows Tier 1 language/symbolic rules
Tier 2 (Safety) All output validated against safety constraints
Tier 4 (Growth) Analytics feed back to improve production
Quick Reference
Full Build Command
/full-build {session}
Individual Stages
/generate-script {session} # SSML generation /build-audio {session} # Voice + mixing /build-video {session} # Video assembly
Validation
python3 scripts/utilities/validate_ssml.py sessions/{session}/working_files/script.ssml
Related Resources
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Serena Memory: production_workflow_stages
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Serena Memory: audio_production_methodology
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Doc: docs/CANONICAL_WORKFLOW.md