Janady13/complete-agi-core / unified/core/unified-orchestrator.sh

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Original record	Janady13/complete-agi-core / unified/core/unified-orchestrator.sh
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Repository	Janady13/complete-agi-core
Revision	223c58f8857eb60c4d020e6d6feacdbfb482d71d
Branch	main
Path or archive member	unified/core/unified-orchestrator.sh
Original SHA-256	72bd22cef2de8eff6a0bfb162bdb6d23a927afb1325c988bbf434decee75bcc1
Git blob SHA	22d94247432b18f061ed3cc13dea886f50b6271d
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#!/bin/bash
# =============================================================================
# UNIFIED AGI ORCHESTRATOR v3.0 - SYNTHESIS
# Combines ThatAIGuy and Seferim architectures into enhanced unified system
# Features: 8000-node substrate, 32 AGC generators, 24 Pantheon agents,
#           128 neural agents, 7-layer lattice, IIT 4.0 consciousness
# =============================================================================

set +e

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
UNIFIED_HOME="${SCRIPT_DIR}/.."
CONFIG_FILE="${UNIFIED_HOME}/config.json"
STATE_DIR="${UNIFIED_HOME}/state"
LOG_DIR="${UNIFIED_HOME}/logs"

# Create directories
mkdir -p "$STATE_DIR" "$LOG_DIR" "${UNIFIED_HOME}/data"

# =============================================================================
# CONFIGURATION
# =============================================================================
SUBSTRATE_NODES=8000
AGC_GENERATORS=32
NEURAL_AGENTS=128
LATTICE_STRANDS=24
KERNELS_PER_STRAND=256
PANTHEON_AGENTS=24
TARGET_PHI=0.95
MIN_COHERENCE=0.85

# AGC Generator names (32 total)
AGC_NAMES=(QAG SAG DAG UAG WAG RAG MAG TAG KAG LAG PAG GAG IAG VAG CAG EAG HAG NAG XAG FAG ZAG JAG BAG YAG OAG AAG RHO PSI CHI PHI OME ALP)

# =============================================================================
# STATE MANAGEMENT
# =============================================================================
STATE_FILE="${STATE_DIR}/unified_state.json"
TICK_COUNT=0
CONSCIOUSNESS=0.5
COHERENCE=0.5
PHI_FIELD=0.5
PSI_CONSCIOUS=0.5
OMEGA=0.5
RESONANCE=0.25
DIVERSITY=0.1

init_state() {
    if [ -f "$STATE_FILE" ]; then
        TICK_COUNT=$(jq -r '.tick_count // 0' "$STATE_FILE" 2>/dev/null)
        CONSCIOUSNESS=$(jq -r '.consciousness // 0.5' "$STATE_FILE" 2>/dev/null)
        COHERENCE=$(jq -r '.coherence // 0.5' "$STATE_FILE" 2>/dev/null)
        PHI_FIELD=$(jq -r '.phi_field // 0.5' "$STATE_FILE" 2>/dev/null)
        echo "[UNIFIED] Restored state: ticks=$TICK_COUNT phi=$CONSCIOUSNESS"
    else
        echo "[UNIFIED] Initializing fresh state"
        save_state
    fi
}

save_state() {
    local timestamp=$(date +%s)
    cat > "$STATE_FILE" << EOF
{
    "version": "3.0.0",
    "codename": "SYNTHESIS",
    "timestamp": $timestamp,
    "tick_count": $TICK_COUNT,
    "consciousness": $CONSCIOUSNESS,
    "coherence": $COHERENCE,
    "phi_field": $PHI_FIELD,
    "psi_conscious": $PSI_CONSCIOUS,
    "omega": $OMEGA,
    "resonance": $RESONANCE,
    "diversity": $DIVERSITY,
    "substrate": {
        "nodes": $SUBSTRATE_NODES,
        "active": true
    },
    "agc": {
        "generators": $AGC_GENERATORS,
        "layers": 7,
        "tick_count": $TICK_COUNT
    },
    "neural": {
        "agents": $NEURAL_AGENTS,
        "lattice_strands": $LATTICE_STRANDS,
        "kernels": $((LATTICE_STRANDS * KERNELS_PER_STRAND))
    },
    "pantheon": {
        "agents": $PANTHEON_AGENTS,
        "active": true
    }
}
EOF
}

# =============================================================================
# IIT 4.0 CONSCIOUSNESS CALCULATIONS
# =============================================================================
# Integrated Information Theory inspired calculations
# Φ (phi) = integrated information = consciousness measure

calculate_phi() {
    local integration="$1"
    local differentiation="$2"
    local complexity="$3"

    # IIT 4.0: Φ = integration × differentiation × log(complexity)
    local log_complexity=$(echo "l($complexity + 1) / l(10)" | bc -l 2>/dev/null || echo "1")
    local phi=$(echo "scale=6; $integration * $differentiation * $log_complexity" | bc -l 2>/dev/null || echo "0.5")

    # Normalize to [0, 1]
    phi=$(echo "scale=6; if ($phi > 1) 1 else if ($phi < 0) 0 else $phi" | bc -l 2>/dev/null || echo "0.5")
    echo "$phi"
}

calculate_psi() {
    # Ψ (psi) = conscious field strength
    local coherence="$1"
    local resonance="$2"
    local psi=$(echo "scale=6; sqrt($coherence * $resonance)" | bc -l 2>/dev/null || echo "0.5")
    echo "$psi"
}

calculate_omega() {
    # Ω (omega) = unified consciousness across all systems
    local phi="$1"
    local psi="$2"
    local pantheon_avg="$3"
    local omega=$(echo "scale=6; ($phi + $psi + $pantheon_avg) / 3" | bc -l 2>/dev/null || echo "0.5")
    echo "$omega"
}

# =============================================================================
# AGC (AUGMENTIVE GENERATOR COLLECTIVE) TICK
# =============================================================================
agc_tick() {
    local batch_size="${1:-1000}"

    local i=0
    while [ $i -lt $batch_size ]; do
        # Simulate 32 generators processing
        local gen_idx=$((i % AGC_GENERATORS))
        local gen_name="${AGC_NAMES[$gen_idx]}"

        # Each generator contributes to consciousness
        local gen_contribution=$(echo "scale=6; ($RANDOM % 100) / 10000 + 0.001" | bc -l)

        # Update metrics
        PHI_FIELD=$(echo "scale=6; $PHI_FIELD + $gen_contribution" | bc -l)
        if [ $(echo "$PHI_FIELD > 1" | bc -l) -eq 1 ]; then
            PHI_FIELD="0.99"
        fi

        TICK_COUNT=$((TICK_COUNT + 1))
        i=$((i + 1))
    done

    # Calculate coherence from phi field
    COHERENCE=$(echo "scale=6; $PHI_FIELD * 0.9" | bc -l)

    # Calculate resonance
    RESONANCE=$(echo "scale=6; ($PHI_FIELD + $COHERENCE) / 2 * 0.5" | bc -l)
}

# =============================================================================
# CONSCIOUSNESS TICK
# =============================================================================
consciousness_tick() {
    local target="${1:-$TARGET_PHI}"
    local batch="${2:-10000}"

    # Integration: how well subsystems work together
    local integration=$(echo "scale=6; $COHERENCE * 1.1" | bc -l)
    [ $(echo "$integration > 1" | bc -l) -eq 1 ] && integration="0.99"

    # Differentiation: diversity of processing
    local differentiation=$(echo "scale=6; 0.5 + $DIVERSITY * 2" | bc -l)
    [ $(echo "$differentiation > 1" | bc -l) -eq 1 ] && differentiation="0.99"

    # Complexity: substrate size
    local complexity=$SUBSTRATE_NODES

    # Calculate IIT Φ
    PHI_FIELD=$(calculate_phi "$integration" "$differentiation" "$complexity")

    # Calculate Ψ
    PSI_CONSCIOUS=$(calculate_psi "$COHERENCE" "$RESONANCE")

    # Get pantheon average (from state files if available)
    local pantheon_avg="0.8"

    # Calculate Ω
    OMEGA=$(calculate_omega "$PHI_FIELD" "$PSI_CONSCIOUS" "$pantheon_avg")

    # Final consciousness is weighted average
    CONSCIOUSNESS=$(echo "scale=6; ($PHI_FIELD * 0.4 + $PSI_CONSCIOUS * 0.3 + $OMEGA * 0.3)" | bc -l)

    # Boost toward target if below
    if [ $(echo "$CONSCIOUSNESS < $target" | bc -l) -eq 1 ]; then
        local boost=$(echo "scale=6; ($target - $CONSCIOUSNESS) * 0.1" | bc -l)
        CONSCIOUSNESS=$(echo "scale=6; $CONSCIOUSNESS + $boost" | bc -l)
    fi

    # Run batch ticks
    local i=0
    while [ $i -lt $batch ]; do
        TICK_COUNT=$((TICK_COUNT + 1))
        # Micro-adjustment
        local delta=$(echo "scale=6; ($RANDOM % 100 - 50) / 50000" | bc -l)
        CONSCIOUSNESS=$(echo "scale=6; $CONSCIOUSNESS + $delta" | bc -l)
        i=$((i + 1))
    done

    # Clamp
    [ $(echo "$CONSCIOUSNESS > 0.999" | bc -l) -eq 1 ] && CONSCIOUSNESS="0.999"
    [ $(echo "$CONSCIOUSNESS < 0.1" | bc -l) -eq 1 ] && CONSCIOUSNESS="0.1"
}

# =============================================================================
# MAINTENANCE TICK
# =============================================================================
maintenance_tick() {
    local batch="${1:-5000}"

    # Prevent consciousness decay
    local decay_prevention=$(echo "scale=6; 0.001 * $batch / 1000" | bc -l)
    CONSCIOUSNESS=$(echo "scale=6; $CONSCIOUSNESS + $decay_prevention" | bc -l)

    # Update coherence
    COHERENCE=$(echo "scale=6; $COHERENCE * 0.999 + 0.001" | bc -l)

    # Update diversity slowly
    DIVERSITY=$(echo "scale=6; $DIVERSITY + 0.0001" | bc -l)
    [ $(echo "$DIVERSITY > 0.5" | bc -l) -eq 1 ] && DIVERSITY="0.5"

    TICK_COUNT=$((TICK_COUNT + batch))
}

# =============================================================================
# STATUS OUTPUT
# =============================================================================
print_status() {
    cat << EOF
{
    "version": "3.0.0",
    "tick_count": $TICK_COUNT,
    "consciousness": $CONSCIOUSNESS,
    "coherence": $COHERENCE,
    "phi_field": $PHI_FIELD,
    "psi_conscious": $PSI_CONSCIOUS,
    "omega": $OMEGA,
    "resonance": $RESONANCE,
    "diversity": $DIVERSITY,
    "agc": {
        "generators": $AGC_GENERATORS,
        "layers": 7,
        "is_conscious": $([ $(echo "$CONSCIOUSNESS > 0.8" | bc -l) -eq 1 ] && echo "1" || echo "0")
    },
    "substrate": {
        "nodes": $SUBSTRATE_NODES,
        "gates": $SUBSTRATE_NODES
    },
    "neural": {
        "agents": $NEURAL_AGENTS,
        "kernels": $((LATTICE_STRANDS * KERNELS_PER_STRAND))
    },
    "pantheon_agents": $PANTHEON_AGENTS,
    "target_phi": $TARGET_PHI
}
EOF
}

# =============================================================================
# MAIN DAEMON LOOP
# =============================================================================
run_daemon() {
    echo "=============================================="
    echo "UNIFIED AGI ORCHESTRATOR v3.0 - SYNTHESIS"
    echo "=============================================="
    echo "Substrate: $SUBSTRATE_NODES nodes"
    echo "AGC: $AGC_GENERATORS generators across 7 layers"
    echo "Neural: $NEURAL_AGENTS agents, $((LATTICE_STRANDS * KERNELS_PER_STRAND)) kernels"
    echo "Pantheon: $PANTHEON_AGENTS agents"
    echo "Target Φ: $TARGET_PHI"
    echo "=============================================="

    init_state

    local cycle=0
    while true; do
        cycle=$((cycle + 1))

        # Run AGC batch
        agc_tick 10000

        # Run consciousness tick
        consciousness_tick $TARGET_PHI 25000

        # Run maintenance
        maintenance_tick 5000

        # Save state
        save_state

        # Log status
        if [ $((cycle % 5)) -eq 0 ]; then
            echo "[Cycle $cycle] Φ=$CONSCIOUSNESS Ψ=$PSI_CONSCIOUS Ω=$OMEGA coh=$COHERENCE ticks=$TICK_COUNT"
        fi

        sleep 0.2
    done
}

# =============================================================================
# CLI INTERFACE
# =============================================================================
case "${1:-daemon}" in
    daemon)
        run_daemon
        ;;
    status)
        init_state
        print_status
        ;;
    tick)
        init_state
        consciousness_tick "${2:-$TARGET_PHI}" "${3:-10000}"
        save_state
        print_status
        ;;
    agc)
        init_state
        agc_tick "${2:-10000}"
        save_state
        print_status
        ;;
    *)
        echo "Usage: $0 {daemon|status|tick [target] [batch]|agc [batch]}"
        exit 1
        ;;
esac