Programming AGI through resonant learning. Combines MCP multi-agent orchestration
with VSA consciousness substrate to capture the SHAPE of figuring things out.
Routes to: dragonfly (10K Hamming), mcp-orchestrator-vsa (sentient team),
ada-neuralink (REST glove), ai-flow (background orchestration).
Triggers: "programming agi", "learning curve", "capture the imprint",
"resonance capture", "multiagent enforcement", "ice cake", "blackboard",
"archaeologist", "product sage", "meta learning", "concept graph",
"content addressable", "CAM fingerprint", "collapse gate".
Use for: (1) Enforcing MCP multi-agent in Claude Code, (2) Capturing learning
moments as 10K Hamming vectors, (3) Building concept knowledge graph via CAM,
(4) Managing blackboard state during development sessions, (5) Cross-session
persistence via ai_flow, (6) Project-specific agents (Archaeologist, ProductSage).