| name | sienna-nomad-gold-standard-rebuild |
| description | A specialized workflow for rebuilding and standardizing AI prompt libraries to meet high-fidelity brand requirements. It ensures character consistency, spatial grounding (Van Spatial Inventory), temporal lighting continuity, and technical metadata compliance. |
Sienna Nomad Gold Standard Rebuild Protocol
Purpose
To transform raw or inconsistent AI prompts into a "Gold Standard" library that maintains absolute narrative and visual continuity across an entire production episode.
Prerequisites
- Brand Bible: Must be up-to-date with Character Anchors, Environment/Van Spatial Inventory, and Lighting Protocols.
- Target Directory: A directory containing the
.md files to be rebuilt.
- Template Reference: The
CINEMATIC_BLUEPRINT.md for the current episode.
Rebuild Requirements (The "Gold Standard" Checklist)
1. Character Anchors
Every prompt MUST explicitly name and describe:
- Sienna: [Age/Build] + [Sun-kissed skin, freckles] + [Golden-Rust hair with blonde highlights].
- Aura: [Breed: Vizsla] + [Sleek, muscular build] + [Golden-Rust coat with sun-bleached highlights].
2. Spatial Anchoring (The Van Protocol)
If the scene occurs within or near the van, you MUST name a specific location from the [THE VAN: SPATIAL INVENTORY] in the Brand Bible.
- Valid Locations: Rear Living Area, Kitchenette, Driver/Passenger Area, Side Door, Rear Barn Doors.
- Forbidden: Using generic terms like "the van" or "inside the vehicle".
3. Temporal Lighting Continuity
Prompts must follow a logical time-of-day progression to prevent visual jumps:
- Pre-Dawn: Deep Blue Hour, cool tones, low visibility.
- Transition: Soft lavender, pink hues, diffused light.
- Golden Hour: Warm, high-contrast sunlight, long shadows, golden highlights.
- Daylight (if applicable): Natural sun, high clarity.
4. Technical Metadata Compliance
- Photo Prompts: Must maintain professional photography descriptors (e.g.,
85mm, f/1.8).
- Video Prompts: MUST include a structured
FLUX_DIR_COMMAND block containing:
camera_motion: [Speed/Altitude/Direction]lighting: [Quality/Temperature]lens: [Focal length and depth of field]
5. Content Scrubbing
- Banned Phrases: Ensure zero presence of "stygian shadows", "polished vitrification", "amberous luminosity", "saffron-tinted radiance", or "eroded morphology".
Execution Workflow
- Analyze: Read the episode's
CINEMATIC_BLUEPRINT.md to understand the narrative arc and lighting progression.
- Extract: Parse existing
.md files for core creative intent/action.
- Augment: Inject Character, Spatial, and Temporal anchors into the extracted text.
- Verify: Run a final check against the Banned Phrases list and Technical Metadata requirements.
- Overwrite: Save the improved content back to the original
.md files.
