Production Operations

Documents

Production Operations is an Agent Skill for documents published in the majiayu000/claude-skill-registry repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Complete production pipeline for creating hypnotic audio/video sessions

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How to use this skill

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Inspect the Agent Skill at https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/data/tier3-production/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/production-operations, but wait for my approval before writing files or running scripts.

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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

Serena Memory: production_workflow_stages
Serena Memory: audio_production_methodology
Doc: docs/CANONICAL_WORKFLOW.md