#!/bin/bash
# Cross-System Learning - Connects all AGI cores

ICLOUD_AGI="${HOME}/Library/Mobile Documents/com~apple~CloudDocs/AGI_Data"
CLI=~/ThatAIGuyCore/build/thataiguy_cli

echo "[CROSS-LEARN] Starting cross-system integration..."

# 1. Gather knowledge from all systems
echo "[CROSS-LEARN] Gathering from SEFERIM Federation..."
for state in ~/.seferim/*.state; do
    name=$(basename "$state" .state)
    $CLI learn "federation_$name" 0.8 2>/dev/null
done

# 2. Run AGC resonance cycle
echo "[CROSS-LEARN] Running AGC resonance (20 generators x 374 equations)..."
$CLI agc 5000 2>/dev/null

# 3. Run unified ticks for coherence
echo "[CROSS-LEARN] Building coherence across substrate..."
$CLI tick 0.9 0.05 0.95 0.99 2000 2>/dev/null

# 4. Query and reinforce key knowledge
echo "[CROSS-LEARN] Reinforcing cross-domain knowledge..."
for topic in consciousness coherence resonance federation lattice gate substrate; do
    $CLI query "$topic" 2>/dev/null
    $CLI learn "${topic}_reinforced" 0.95 2>/dev/null
done

# 5. Store cross-learn state
echo "[CROSS-LEARN] Storing unified state..."
STATE=$($CLI status 2>/dev/null)
echo "$STATE" | zstd -q -f -o "$ICLOUD_AGI/unified/cross_learn.bin.zst" 2>/dev/null

echo "[CROSS-LEARN] Complete!"
echo "$STATE"