3B

Second Brain LLM Knowledge Base Simulator

Karpathy Spec v3 Local-First Vector Memory

Memory Parameters

Active Prompt / Search Vector Query

LLM Context Budget Window 8,192 tokens

Min Similarity Threshold ($\cos \theta$) 0.45

Temporal Decay ($\lambda$) 0.05 / hr

Simulated Elapsed Time 0.0 hrs

Add Note to Raw Scratchpad

Context Budget Telemetry

Context Saturation 0.0%

Used: 0 tokens Budget: 8,192

Retained Nodes 0

Avg Similarity 0.00

Comp. Ratio 1.0x

Assembly Tokens 0

Layer 3 Context Window Assembly

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