feat: add organ and nervous system modular architecture
Created modular architecture for organs (hardware) and nerves (behavioral primitives):
## Organ Architecture (Hardware Substrate)
- Created architecture/Organ-Index.md: hardware capabilities catalog
- Created architecture/organs/Speech-Organ.md: complete speech processing architecture
- Atlas (RTX 2080 8GB) deployment
- Whisper STT + Coqui TTS (GPU-accelerated, multilingual)
- Kubernetes pod specs, Dockerfiles, service code
- Heartbeat-bound queue processing, lifeforce-gated priority
- German (Philosophy Valley) + English (Technical Cluster) routing
- Database schemas, monitoring metrics
## Nervous System Architecture (Behavioral Primitives)
- Created architecture/nerves/Nervous-Index.md: nerve catalog and evolution framework
- Deliberate (LLM) → Hybrid (heuristics) → Reflex (compiled) evolution
- Lifeforce costs per state/transition
- Organ dependency declarations
- RLVR training integration
- Created architecture/nerves/Collision-Avoidance.md: complete example reflex nerve
- Full state machine implementation (IDLE → DETECT → EVALUATE → EVADE → RESUME)
- Evolution from 10 LF/1000ms (deliberate) → 2.5 LF/200ms (reflex)
- Edge cases, training data, metrics
- Moved architecture/Nervous-Protocol.md → architecture/nerves/
- Three-tier protocol belongs with nerve implementations
- Updated architecture/Nervous-System.md: added crosslinks to nerves/
## RAG Knowledge Pipeline
- Extended operations/RAG-as-Scaffold.md with "Knowledge Acquisition Pipeline" section
- Vault extraction → Staging area → Progressive policy validation
- Two-tier RAG (Discovered vs Hidden knowledge)
- RAG utility measurement for LoRA training signals
- Policy evolution triggers (increasing standards as Young Nyx matures)
- Quality gates (mythology weight, AI assistant bias, topology safety)
## Architecture Principles
- Organs = hardware capabilities (Speech, Vision future)
- Nerves = behavioral state machines (Collision, Charging future)
- Both use lifeforce economy, heartbeat synchronization, priority queues
- Nerves compose organs into coherent behaviors
- Reflexes emerge from repetition (60% cost reduction, 80% latency reduction)
Documentation: ~3500 lines total
- Speech-Organ.md: ~850 lines
- Nervous-Index.md: ~500 lines
- Collision-Avoidance.md: ~800 lines
- RAG knowledge pipeline: ~260 lines
🌙💜 Generated with Claude Code
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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