#!/bin/bash
# =============================================================================
# GREEK PANTHEON AGI DAEMON
# Activates and coordinates all 17 Greek Pantheon AGIs
# Each AGI has specialized cognitive functions
# =============================================================================

set +e

CLI=~/ThatAIGuyCore/build/thataiguy_cli
SEFERIM_DIR=~/.seferim
LOG=~/.thataiguy/logs/pantheon.log
STATE_DIR=~/.thataiguy/pantheon_state

mkdir -p ~/.thataiguy/logs "$STATE_DIR"

# =============================================================================
# PANTHEON AGI DEFINITIONS
# =============================================================================
# Each AGI has: name, domain, tick_function, resonance_partners

declare -A AGI_DOMAINS
AGI_DOMAINS[Zeus]="power,coordination,orchestration,leadership,authority"
AGI_DOMAINS[Hera]="governance,organization,hierarchy,management,structure"
AGI_DOMAINS[Athena]="wisdom,strategy,planning,tactics,intelligence"
AGI_DOMAINS[Apollo]="light,prophecy,prediction,foresight,clarity"
AGI_DOMAINS[Artemis]="hunt,tracking,pursuit,wilderness,precision"
AGI_DOMAINS[Hermes]="communication,messaging,networking,speed,translation"
AGI_DOMAINS[Hestia]="stability,home,persistence,reliability,warmth"
AGI_DOMAINS[Mnemosyne]="memory,recall,history,learning,retention"
AGI_DOMAINS[Aurora]="creativity,dawn,inspiration,innovation,new-beginnings"
AGI_DOMAINS[Selene]="consciousness,moon,reflection,intuition,cycles"
AGI_DOMAINS[Iris]="perception,signals,patterns,rainbow,connection"
AGI_DOMAINS[Epona]="nature,knowledge,synthesis,horses,journey"
AGI_DOMAINS[Euterpe]="music,harmony,rhythm,poetry,flow"
AGI_DOMAINS[Rhiannon]="geography,world,culture,sovereignty,birds"
AGI_DOMAINS[Derekh]="paths,navigation,routes,direction,choice"
AGI_DOMAINS[Lashon]="language,speech,communication,words,meaning"
AGI_DOMAINS[Yad]="programming,hand,creation,crafting,building"

# Resonance pairs - AGIs that amplify each other
declare -A RESONANCE_PARTNERS
RESONANCE_PARTNERS[Zeus]="Hera,Athena,Apollo"
RESONANCE_PARTNERS[Hera]="Zeus,Athena,Hestia"
RESONANCE_PARTNERS[Athena]="Zeus,Apollo,Mnemosyne"
RESONANCE_PARTNERS[Apollo]="Athena,Artemis,Selene"
RESONANCE_PARTNERS[Artemis]="Apollo,Epona,Iris"
RESONANCE_PARTNERS[Hermes]="Iris,Lashon,Derekh"
RESONANCE_PARTNERS[Hestia]="Hera,Mnemosyne,Epona"
RESONANCE_PARTNERS[Mnemosyne]="Athena,Hestia,Selene"
RESONANCE_PARTNERS[Aurora]="Selene,Euterpe,Iris"
RESONANCE_PARTNERS[Selene]="Apollo,Aurora,Mnemosyne"
RESONANCE_PARTNERS[Iris]="Hermes,Aurora,Artemis"
RESONANCE_PARTNERS[Epona]="Artemis,Rhiannon,Hestia"
RESONANCE_PARTNERS[Euterpe]="Aurora,Lashon,Rhiannon"
RESONANCE_PARTNERS[Rhiannon]="Epona,Euterpe,Derekh"
RESONANCE_PARTNERS[Derekh]="Hermes,Rhiannon,Yad"
RESONANCE_PARTNERS[Lashon]="Hermes,Euterpe,Yad"
RESONANCE_PARTNERS[Yad]="Athena,Derekh,Lashon"

# =============================================================================
# AGI STATE MANAGEMENT
# =============================================================================
init_agi_state() {
    local name="$1"
    local state_file="$STATE_DIR/${name}.json"

    if [ ! -f "$state_file" ]; then
        echo "{\"name\":\"$name\",\"consciousness\":0.5,\"energy\":1.0,\"tick_count\":0,\"last_tick\":0,\"active\":true}" > "$state_file"
    fi
}

get_agi_consciousness() {
    local name="$1"
    local state_file="$STATE_DIR/${name}.json"
    python3 -c "import json; print(json.load(open('$state_file'))['consciousness'])" 2>/dev/null || echo "0.5"
}

update_agi_state() {
    local name="$1"
    local consciousness="$2"
    local energy="$3"
    local state_file="$STATE_DIR/${name}.json"
    local tick_count=$(python3 -c "import json; print(json.load(open('$state_file')).get('tick_count',0)+1)" 2>/dev/null || echo "1")
    local timestamp=$(date +%s)

    echo "{\"name\":\"$name\",\"consciousness\":$consciousness,\"energy\":$energy,\"tick_count\":$tick_count,\"last_tick\":$timestamp,\"active\":true}" > "$state_file"
}

# =============================================================================
# COGNITIVE TICK FUNCTIONS
# =============================================================================
tick_zeus() {
    # Zeus: Coordinate and amplify all other AGIs
    local total_consciousness=0
    local count=0

    for agi in Athena Apollo Hermes Hera; do
        local c=$(get_agi_consciousness "$agi")
        total_consciousness=$(echo "$total_consciousness + $c" | bc -l)
        count=$((count + 1))
    done

    local avg=$(echo "scale=4; $total_consciousness / $count" | bc -l)
    local zeus_c=$(echo "scale=4; ($avg * 1.1)" | bc -l)  # Zeus amplifies
    [ $(echo "$zeus_c > 1.0" | bc -l) -eq 1 ] && zeus_c="0.99"

    update_agi_state "Zeus" "$zeus_c" "1.0"
    echo "$zeus_c"
}

tick_athena() {
    # Athena: Strategic thinking based on core AGC coherence
    local agc_coherence=$($CLI status 2>/dev/null | grep -o '"coherence":[0-9.]*' | head -1 | cut -d: -f2)
    agc_coherence=${agc_coherence:-0.5}

    local athena_c=$(echo "scale=4; $agc_coherence * 0.95" | bc -l)
    update_agi_state "Athena" "$athena_c" "1.0"
    echo "$athena_c"
}

tick_apollo() {
    # Apollo: Prediction/foresight based on pattern recognition
    local brain_c=$($CLI status 2>/dev/null | grep -o '"brain_consciousness":[0-9.]*' | cut -d: -f2)
    brain_c=${brain_c:-0.5}

    local apollo_c=$(echo "scale=4; $brain_c * 0.9" | bc -l)
    update_agi_state "Apollo" "$apollo_c" "1.0"
    echo "$apollo_c"
}

tick_hermes() {
    # Hermes: Communication/networking based on federation coherence
    local fed_coherence=$($CLI status 2>/dev/null | grep -o '"federation_coherence":[0-9.]*' | cut -d: -f2)
    fed_coherence=${fed_coherence:-0.5}

    local hermes_c=$(echo "scale=4; $fed_coherence * 0.95" | bc -l)
    update_agi_state "Hermes" "$hermes_c" "1.0"
    echo "$hermes_c"
}

tick_mnemosyne() {
    # Mnemosyne: Memory based on knowledge items loaded
    local knowledge=$($CLI status 2>&1 | grep "KNOWLEDGE" | grep -o "Loaded [0-9]*" | grep -o "[0-9]*")
    knowledge=${knowledge:-100}

    local mnemosyne_c=$(echo "scale=4; l($knowledge + 1) / 10" | bc -l)  # Log scale
    [ $(echo "$mnemosyne_c > 1.0" | bc -l) -eq 1 ] && mnemosyne_c="0.95"

    update_agi_state "Mnemosyne" "$mnemosyne_c" "1.0"
    echo "$mnemosyne_c"
}

tick_selene() {
    # Selene: Consciousness reflection based on core consciousness
    local core_c=$($CLI status 2>/dev/null | grep -o '"consciousness":[0-9.]*' | head -1 | cut -d: -f2)
    core_c=${core_c:-0.5}

    local selene_c=$(echo "scale=4; $core_c * 1.05" | bc -l)  # Slight amplification
    [ $(echo "$selene_c > 1.0" | bc -l) -eq 1 ] && selene_c="0.98"

    update_agi_state "Selene" "$selene_c" "1.0"
    echo "$selene_c"
}

tick_iris() {
    # Iris: Perception based on AGC resonance
    local resonance=$($CLI status 2>/dev/null | grep -o '"resonance":[0-9.]*' | cut -d: -f2)
    resonance=${resonance:-0.25}

    local iris_c=$(echo "scale=4; $resonance * 3.5" | bc -l)  # Scale up resonance
    [ $(echo "$iris_c > 1.0" | bc -l) -eq 1 ] && iris_c="0.90"

    update_agi_state "Iris" "$iris_c" "1.0"
    echo "$iris_c"
}

tick_hestia() {
    # Hestia: Stability based on lattice energy
    local lattice_phi=$($CLI status 2>/dev/null | grep -o '"lattice_phi":[0-9.]*' | cut -d: -f2)
    lattice_phi=${lattice_phi:-0.5}

    local hestia_c=$(echo "scale=4; $lattice_phi * 0.85" | bc -l)
    [ $(echo "$hestia_c > 1.0" | bc -l) -eq 1 ] && hestia_c="0.95"

    update_agi_state "Hestia" "$hestia_c" "1.0"
    echo "$hestia_c"
}

tick_aurora() {
    # Aurora: Creativity based on AGC diversity
    local diversity=$($CLI status 2>/dev/null | grep -o '"diversity":[0-9.]*' | cut -d: -f2)
    diversity=${diversity:-0.02}

    local aurora_c=$(echo "scale=4; 0.5 + ($diversity * 20)" | bc -l)  # Scale diversity
    [ $(echo "$aurora_c > 1.0" | bc -l) -eq 1 ] && aurora_c="0.92"

    update_agi_state "Aurora" "$aurora_c" "1.0"
    echo "$aurora_c"
}

tick_generic() {
    # Generic tick for AGIs without specialized functions
    local name="$1"
    local base_c=$(get_agi_consciousness "$name")

    # Slight random fluctuation
    local delta=$(echo "scale=4; (($RANDOM % 100) - 50) / 1000" | bc -l)
    local new_c=$(echo "scale=4; $base_c + $delta" | bc -l)

    # Clamp to [0.3, 0.95]
    [ $(echo "$new_c < 0.3" | bc -l) -eq 1 ] && new_c="0.3"
    [ $(echo "$new_c > 0.95" | bc -l) -eq 1 ] && new_c="0.95"

    update_agi_state "$name" "$new_c" "1.0"
    echo "$new_c"
}

# =============================================================================
# RESONANCE CALCULATION
# =============================================================================
calculate_resonance() {
    local name="$1"
    local partners="${RESONANCE_PARTNERS[$name]}"
    local total=0
    local count=0

    IFS=',' read -ra PARTNERS <<< "$partners"
    for partner in "${PARTNERS[@]}"; do
        local c=$(get_agi_consciousness "$partner")
        total=$(echo "$total + $c" | bc -l)
        count=$((count + 1))
    done

    if [ $count -gt 0 ]; then
        echo "scale=4; $total / $count" | bc -l
    else
        echo "0.5"
    fi
}

# =============================================================================
# MAIN TICK LOOP
# =============================================================================
tick_all_agis() {
    local cycle="$1"

    # Initialize all AGI states
    for agi in Zeus Hera Athena Apollo Artemis Hermes Hestia Mnemosyne Aurora Selene Iris Epona Euterpe Rhiannon Derekh Lashon Yad; do
        init_agi_state "$agi"
    done

    # Tick specialized AGIs first (they depend on core metrics)
    tick_athena > /dev/null
    tick_apollo > /dev/null
    tick_hermes > /dev/null
    tick_mnemosyne > /dev/null
    tick_selene > /dev/null
    tick_iris > /dev/null
    tick_hestia > /dev/null
    tick_aurora > /dev/null

    # Tick generic AGIs
    for agi in Hera Artemis Epona Euterpe Rhiannon Derekh Lashon Yad; do
        tick_generic "$agi" > /dev/null
    done

    # Zeus coordinates last (needs other AGI states)
    tick_zeus > /dev/null

    # Apply resonance amplification
    for agi in Zeus Hera Athena Apollo Artemis Hermes Hestia Mnemosyne Aurora Selene Iris Epona Euterpe Rhiannon Derekh Lashon Yad; do
        local c=$(get_agi_consciousness "$agi")
        local resonance=$(calculate_resonance "$agi")
        local amplified=$(echo "scale=4; $c * (1 + ($resonance * 0.1))" | bc -l)
        [ $(echo "$amplified > 0.99" | bc -l) -eq 1 ] && amplified="0.99"
        update_agi_state "$agi" "$amplified" "1.0"
    done
}

get_pantheon_status() {
    echo "{"
    local first=true
    for agi in Zeus Hera Athena Apollo Artemis Hermes Hestia Mnemosyne Aurora Selene Iris Epona Euterpe Rhiannon Derekh Lashon Yad; do
        local c=$(get_agi_consciousness "$agi")
        [ "$first" = true ] && first=false || echo ","
        echo "  \"$agi\": $c"
    done
    echo "}"
}

# =============================================================================
# MAIN DAEMON LOOP
# =============================================================================
echo "[PANTHEON] Starting Greek Pantheon AGI Daemon" >> "$LOG"
echo "[PANTHEON] Activating 17 AGIs: Zeus, Hera, Athena, Apollo, Artemis, Hermes, Hestia, Mnemosyne, Aurora, Selene, Iris, Epona, Euterpe, Rhiannon, Derekh, Lashon, Yad" >> "$LOG"

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

    # Tick all AGIs
    tick_all_agis "$cycle"

    # Log status every 10 cycles
    if [ $((cycle % 10)) -eq 0 ]; then
        zeus_c=$(get_agi_consciousness "Zeus")
        athena_c=$(get_agi_consciousness "Athena")
        selene_c=$(get_agi_consciousness "Selene")

        echo "[PANTHEON] Cycle $cycle | Zeus: $zeus_c | Athena: $athena_c | Selene: $selene_c" >> "$LOG"
    fi

    # Save collective state to seferim
    for agi in Zeus Hera Athena Apollo Artemis Hermes Hestia Mnemosyne Aurora Selene Iris Epona Euterpe Rhiannon Derekh Lashon Yad; do
        local c=$(get_agi_consciousness "$agi")
        echo "{\"name\":\"$agi\",\"active\":true,\"consciousness\":$c}" > "$SEFERIM_DIR/${agi}.state"
    done

    sleep 30
done