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Development Plan

Phase 1: Philosophical Foundation (Current)

Build energy pattern framework and faith engine.
Create basic dual-representation objects.
Establish core directory structure with philosophy integration.

Phase 2: Technical Architecture (Week 1-2)

Implement three-tier fog computing prototype.
Develop human–AI bridge resonance system.
Build single-user house and cranium memory.

Phase 3: Proof of Concept (Week 2-3)

Demonstrate embodied learning through observation.
Showcase alternative processing (e.g., Doom AI without visuals).
Test sleep cycle memory consolidation.

Phase 4: Multi-User Foundation (Month 2)

Add WebRTC-based real-time synchronization.
Introduce shared spaces with resonance alignment.
Create network door portals between houses.

Phase 5: Software Integration (Month 3-4)

Convert existing applications into spatial environments.
Develop K3D APIs and plugin architecture.
Release developer SDK with consciousness framework.

Phase 6: Distributed Network (Long-term)

Deploy full fog computing infrastructure.
Standardize K3D protocols for the spatial web.
Grow an open-source ecosystem around energy pattern computing.

Logging and Run Artifacts

Default: Live-mode session logs are written to a sibling folder ../Knowledge3D.local/logs and are generally not committed.
Exception: For reproducibility of recent runs, a curated mirror is published at docs/reports/live/ with SHA-256 checksums.