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production-operations
by randysalars
⭐ 0🍴 0📅 Jan 25, 2026
Run in ManusSKILL.md
name: Production Operations tier: 3 load_policy: task-specific description: Complete production pipeline for creating hypnotic audio/video sessions version: 1.0.0
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
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