Prototype 02
Experimental 68% mappedCreative Engine
Pipeline-style engine combining generation, annotation, and evaluation across text, audio, and visual formats. From concept to output using agent frameworks, custom prompt templates, and quality assessment protocols.
Core Pipeline
7 pipeline stages · concept to published output
movie-making-pipeline
Source of truth for AI video production. 219 components, 8 domains. Full 51-clip episode verified. Stages: ANALYZE, VALIDATE, REFINE, EXECUTE, REVIEW.
creative-engine
FastAPI service for VEO3 video generation, stitching, and storage. 13 REST endpoints.
content-mcp
34 MCP tools. Intent to PromptContract objects — traceable, reusable, evaluable prompt specifications.
content-pipeline-mcp
TTS audio, mixing, video stitching, frame extraction, episode loading.
content-analyzer-mcp
9 tools. Gemini multimodal review, aesthetic classification, outlier detection (Isolation Forest).
evaluation-mcp (Evalla)
6 tools. Rubric-based scoring, HumilityAuditor for 8-point claim substantiation.
production-creator-mcp
7 tools. Four-asset validator (TEXT/VISUAL/OPERATIONAL/KNOWLEDGE), 30 schemas.
Audio Layer
Voice synthesis, music generation, and distribution
voice-mcp
ElevenLabs TTS with disk cache and voice profiles
the-musicologist-mcp
17 tools. Music analysis frameworks, vocal annotation, platform formatting, copyright safety, Gemini review
MELODIA
Music release engine — create, produce, distribute across platforms
flow-musical-creation
Audio productions — multi-act, multi-song structures with metadata and musicological analyses
Visual Layer
Video generation, animation, and image analysis
creative-engine
VEO3 video generation service
CC Video generation
Video generation and assembly pipeline
Music-Video-Creator
End-to-end music video production
cartoon_maker
Cartoon and animation generation
content-extractor-mcp
Screenshot analysis, UI region detection, OCR text extraction
Prompt & Content Management
Prompts as composable objects, not just text strings
Project-Prompt-as-a-Tool
Dynamic prompt-to-tool conversion via MCP. Sequential chaining, Jinja2 templates, runtime config
quick-prompt-manager
Prompt template management and retrieval
AutomaticContentCreator
Multi-model competitive generation (Claude + GPT-4o + Gemini) with review and winner selection
meta-prompt-to-asset-factory
Framework for "From Meta-Prompt to Asset Factory" methodology
Architecture
Capability Coverage
| Claim | Implementation | Status |
|---|---|---|
| Pipeline-style engine | movie-making-pipeline (5-stage E2E verified) | Production |
| Generation (text) | content-mcp (34 tools), AutomaticContentCreator | Production |
| Generation (audio) | voice-mcp, MELODIA, flow-musical-creation | Production |
| Generation (visual) | creative-engine (VEO3), cartoon_maker, Music-Video-Creator | Production |
| Annotation | content-analyzer-mcp, the-musicologist-mcp, content-extractor-mcp | Production |
| Evaluation | evaluation-mcp (Evalla) rubrics, HumilityAuditor | Production |
| Agent frameworks | SPINE orchestration, content-mcp PromptContracts | Production |
| Prompt templates | Project-Prompt-as-a-Tool, quick-prompt-manager | Production |
| Quality assessment | Evalla, production-creator-mcp 4-asset validator | Production |
| Cross-format integration | Audio + visual + text in single automated pass | Partial |
All pipeline stages exist as production code. The remaining gap is cross-format integration — running audio, visual, and text in a single automated pass from concept to published output. 29 projects compose this prototype.
Project Deep Dives
Explore individual components in detail