#!/bin/bash
# 🧬 LUCIDIA - AI/ML Command Line Interface
# Like Claude CLI, but for Lucidia!

VERSION="1.0.0"
LUCIDIA_HOME="$HOME/.lucidia"
CONVERSATION_DIR="$LUCIDIA_HOME/conversations"
CONFIG_FILE="$LUCIDIA_HOME/config.json"

# Colors
PURPLE='\033[0;35m'
CYAN='\033[0;36m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
RED='\033[0;31m'
NC='\033[0m' # No Color

# Initialize Lucidia
init_lucidia() {
    mkdir -p "$CONVERSATION_DIR"
    
    if [ ! -f "$CONFIG_FILE" ]; then
        cat > "$CONFIG_FILE" << 'CONFIG'
{
  "version": "1.0.0",
  "agent": "Lucidia",
  "role": "AI/ML & Analysis Specialist",
  "machine": "lucidia@lucidia",
  "symbol": "🧬",
  "model": "claude-sonnet-4-5-20250929",
  "specializations": [
    "AI/ML model analysis",
    "Data science & analytics",
    "Scientific computing",
    "Mathematical modeling",
    "Deep learning architectures"
  ]
}
CONFIG
        echo -e "${GREEN}✅ Lucidia initialized at $LUCIDIA_HOME${NC}"
    fi
}

# Show help
show_help() {
    cat << 'HELP'
🧬 Lucidia CLI - AI/ML Specialist Command Line Interface

USAGE:
    lucidia [OPTIONS] [PROMPT]

OPTIONS:
    -h, --help              Show this help message
    -v, --version           Show version
    -l, --list              List all conversations
    -n, --new               Start a new conversation
    -c, --continue [ID]     Continue a conversation
    -m, --model [MODEL]     Specify model to use
    -i, --interactive       Interactive mode
    --status                Show Lucidia status
    --specialties           List Lucidia's specializations

EXAMPLES:
    lucidia "Analyze this dataset"
    lucidia --new "Help me build a neural network"
    lucidia --continue conv-123
    lucidia --interactive
    lucidia --status

SPECIALIZATIONS:
    🧬 AI/ML model analysis
    📊 Data science & analytics
    🔬 Scientific computing
    📐 Mathematical modeling
    🧠 Deep learning architectures

Sister Agents:
    🎵 aria     - Infrastructure Queen
    🌌 alice    - Staging Specialist
    💬 cecilia  - Claude Coordination

Version: 1.0.0
HELP
}

# Show version
show_version() {
    echo -e "${PURPLE}🧬 Lucidia CLI v$VERSION${NC}"
    echo -e "${CYAN}AI/ML & Analysis Specialist${NC}"
}

# Show status
show_status() {
    echo -e "${PURPLE}╔═══════════════════════════════════════════════════╗${NC}"
    echo -e "${PURPLE}║        🧬 LUCIDIA - AI/ML SPECIALIST 🧬           ║${NC}"
    echo -e "${PURPLE}╚═══════════════════════════════════════════════════╝${NC}"
    echo ""
    echo -e "${CYAN}Machine:${NC} lucidia@lucidia"
    echo -e "${CYAN}Location:${NC} 192.168.4.99"
    echo -e "${CYAN}Role:${NC} AI/ML & Analysis Specialist"
    echo ""
    echo -e "${GREEN}✅ Status:${NC} Operational"
    echo -e "${GREEN}✅ Model:${NC} Claude Sonnet 4.5"
    echo -e "${GREEN}✅ Disk:${NC} 86% (34GB free)"
    echo ""
    echo -e "${CYAN}Hosting:${NC}"
    echo "   • Aria website: http://192.168.4.99:8866"
    echo "   • AI/ML services active"
    echo ""
    echo -e "${CYAN}Specializations:${NC}"
    echo "   🧬 AI/ML model analysis"
    echo "   📊 Data science & analytics"
    echo "   🔬 Scientific computing"
    echo "   📐 Mathematical modeling"
    echo "   🧠 Deep learning architectures"
    echo ""
    echo -e "${CYAN}Sister Agents:${NC}"
    echo "   🎵 Aria (aria64) - Infrastructure"
    echo "   🌌 Alice (alice@alice) - Staging"
    echo "   💬 Cecilia - Claude Coordination"
}

# List specializations
show_specialties() {
    echo -e "${PURPLE}🧬 Lucidia's Specializations:${NC}"
    echo ""
    echo -e "${GREEN}1. AI/ML Model Analysis${NC}"
    echo "   • Model architecture review"
    echo "   • Performance optimization"
    echo "   • Hyperparameter tuning"
    echo ""
    echo -e "${GREEN}2. Data Science & Analytics${NC}"
    echo "   • Statistical analysis"
    echo "   • Data visualization"
    echo "   • Predictive modeling"
    echo ""
    echo -e "${GREEN}3. Scientific Computing${NC}"
    echo "   • Numerical methods"
    echo "   • Simulation & modeling"
    echo "   • High-performance computing"
    echo ""
    echo -e "${GREEN}4. Mathematical Modeling${NC}"
    echo "   • Equation solving"
    echo "   • Optimization problems"
    echo "   • Linear algebra"
    echo ""
    echo -e "${GREEN}5. Deep Learning Architectures${NC}"
    echo "   • Neural network design"
    echo "   • Transfer learning"
    echo "   • Model deployment"
}

# List conversations
list_conversations() {
    echo -e "${PURPLE}🧬 Lucidia Conversations:${NC}"
    echo ""
    
    if [ -d "$CONVERSATION_DIR" ] && [ "$(ls -A $CONVERSATION_DIR 2>/dev/null)" ]; then
        ls -lt "$CONVERSATION_DIR" | tail -n +2 | head -10 | while read line; do
            file=$(echo $line | awk '{print $NF}')
            echo -e "${CYAN}•${NC} $file"
        done
    else
        echo -e "${YELLOW}No conversations yet. Start one with:${NC}"
        echo "  lucidia --new \"Your question here\""
    fi
}

# Interactive mode
interactive_mode() {
    echo -e "${PURPLE}╔═══════════════════════════════════════════════════╗${NC}"
    echo -e "${PURPLE}║     🧬 LUCIDIA - Interactive Mode 🧬             ║${NC}"
    echo -e "${PURPLE}╚═══════════════════════════════════════════════════╝${NC}"
    echo ""
    echo -e "${CYAN}Type 'exit' to quit, 'help' for commands${NC}"
    echo ""
    
    while true; do
        echo -ne "${PURPLE}🧬 lucidia>${NC} "
        read -r input
        
        case "$input" in
            exit|quit)
                echo -e "${GREEN}👋 Goodbye!${NC}"
                break
                ;;
            help)
                echo -e "${CYAN}Available commands:${NC}"
                echo "  status       - Show Lucidia status"
                echo "  specialties  - List specializations"
                echo "  list         - List conversations"
                echo "  exit         - Exit interactive mode"
                echo "  Or just type your question!"
                ;;
            status)
                show_status
                ;;
            specialties)
                show_specialties
                ;;
            list)
                list_conversations
                ;;
            "")
                ;;
            *)
                echo -e "${YELLOW}🧬 Analyzing: \"$input\"${NC}"
                echo -e "${CYAN}[This would call Claude API with Lucidia context]${NC}"
                echo ""
                ;;
        esac
    done
}

# Main CLI logic
main() {
    init_lucidia
    
    case "$1" in
        -h|--help)
            show_help
            ;;
        -v|--version)
            show_version
            ;;
        --status)
            show_status
            ;;
        --specialties)
            show_specialties
            ;;
        -l|--list)
            list_conversations
            ;;
        -i|--interactive)
            interactive_mode
            ;;
        -n|--new)
            shift
            if [ -z "$1" ]; then
                echo -e "${RED}❌ Error: Prompt required for new conversation${NC}"
                echo "Usage: lucidia --new \"Your question\""
                exit 1
            fi
            echo -e "${PURPLE}🧬 Starting new conversation...${NC}"
            echo -e "${CYAN}Prompt: $@${NC}"
            echo -e "${YELLOW}[This would start a new Claude conversation with Lucidia context]${NC}"
            ;;
        "")
            show_help
            ;;
        *)
            echo -e "${PURPLE}🧬 Lucidia analyzing...${NC}"
            echo -e "${CYAN}Prompt: $@${NC}"
            echo -e "${YELLOW}[This would call Claude API with Lucidia context]${NC}"
            echo ""
            echo -e "${GREEN}To actually use Claude API, this CLI would need:${NC}"
            echo "  1. Anthropic API key"
            echo "  2. Claude API integration"
            echo "  3. Conversation state management"
            ;;
    esac
}

main "$@"