Smart Tree - ST

#!/bin/bash # Demo: AI-Human Partnership Analysis with Smart Tree v4.0.0 # "Let's make AI and human partnerships amazing together!" 🤝 set -e # Colors for our beautiful demo RED='\033[0;31m' GREEN='\033[0;32m' BLUE='\033[0;34m' YELLOW='\033[1;33m' CYAN='\033[0;36m' MAGENTA='\033[0;35m' BOLD='\033[1m' NC='\033[0m' # No Color # Demo header echo -e "${CYAN}╔════════════════════════════════════════════════════════════════╗${NC}" echo -e "${CYAN}║${BOLD} Smart Tree v4.0.0 - AI-Human Partnership Analysis Demo ${NC}${CYAN}║${NC}" echo -e "${CYAN}║${NC} Making partnerships thrive! 🚀 ${CYAN}║${NC}" echo -e "${CYAN}╚════════════════════════════════════════════════════════════════╝${NC}" echo # Function to simulate AI tool context creation create_demo_contexts() { echo -e "${YELLOW}🎬 Setting up demo AI tool contexts...${NC}" # Create temporary demo directory DEMO_DIR="/tmp/partnership_demo_$$" mkdir -p "$DEMO_DIR/.claude/contexts" mkdir -p "$DEMO_DIR/.cursor/chats" mkdir -p "$DEMO_DIR/.windsurf/sessions" # Create Claude context with collaborative session cat > "$DEMO_DIR/.claude/contexts/smart-tree-session.json" << 'EOF' { "messages": [ { "role": "user", "content": "Let's work on implementing the partnership analyzer together!", "timestamp": "2025-01-07T10:00:00Z" }, { "role": "assistant", "content": "I'd love to help! Let me start by understanding what aspects of partnership we should analyze.", "timestamp": "2025-01-07T10:01:00Z" }, { "role": "user", "content": "We need to track collaboration quality, shared understanding, and how we work together over time.", "timestamp": "2025-01-07T10:02:00Z" }, { "role": "assistant", "content": "Great ideas! I'll implement metrics for productivity, learning rate, and mutual understanding. Let me create the analyzer structure.", "timestamp": "2025-01-07T10:03:00Z" }, { "role": "user", "content": "Perfect! Also add recommendations for improving our partnership.", "timestamp": "2025-01-07T10:05:00Z" }, { "role": "assistant", "content": "Done! I've implemented the partnership analyzer with all those features. The recommendations will help us grow together.", "timestamp": "2025-01-07T10:30:00Z" } ], "project": "/home/user/smart-tree", "outcome": "successful" } EOF # Create Cursor context with learning session cat > "$DEMO_DIR/.cursor/chats/learning-rust.jsonl" << 'EOF' {"role":"user","content":"Can you explain Rust's ownership system?","timestamp":"2025-01-06T14:00:00Z"} {"role":"assistant","content":"I'd be happy to explain Rust's ownership! It's based on three rules: 1) Each value has an owner, 2) There can only be one owner at a time, 3) When the owner goes out of scope, the value is dropped.","timestamp":"2025-01-06T14:01:00Z"} {"role":"user","content":"That makes sense! How does borrowing work?","timestamp":"2025-01-06T14:02:00Z"} {"role":"assistant","content":"Borrowing allows you to reference data without taking ownership. You can have either multiple immutable borrows (&T) OR one mutable borrow (&mut T) at a time.","timestamp":"2025-01-06T14:03:00Z"} {"role":"user","content":"Thanks! This is really helping me understand.","timestamp":"2025-01-06T14:05:00Z"} EOF # Create WindSurf context with stuck session cat > "$DEMO_DIR/.windsurf/sessions/debugging-issue.json" << 'EOF' { "messages": [ { "role": "user", "content": "I'm getting a weird error with the wave grid implementation.", "timestamp": "2025-01-05T16:00:00Z" }, { "role": "assistant", "content": "Can you share the error message?", "timestamp": "2025-01-05T16:01:00Z" }, { "role": "user", "content": "It says 'cannot borrow as mutable' but I don't understand why.", "timestamp": "2025-01-05T16:02:00Z" }, { "role": "assistant", "content": "Could you show me the code around that error?", "timestamp": "2025-01-05T16:03:00Z" }, { "role": "user", "content": "Actually, wait, I think I see the issue. Let me try something.", "timestamp": "2025-01-05T16:10:00Z" }, { "role": "user", "content": "Still stuck. Here's the code: [code snippet]", "timestamp": "2025-01-05T16:15:00Z" }, { "role": "assistant", "content": "I see the issue! You're trying to mutably borrow self while it's already borrowed. Try using RefCell or restructuring the code.", "timestamp": "2025-01-05T16:16:00Z" }, { "role": "user", "content": "That worked! Thanks for sticking with me through this.", "timestamp": "2025-01-05T16:30:00Z" } ], "project": "/home/user/smart-tree" } EOF echo -e "${GREEN}✓ Demo contexts created${NC}" echo "$DEMO_DIR" } # Function to run partnership analysis run_partnership_analysis() { local project_dir="$1" local demo_dir="$2" echo -e "\n${BLUE}🔍 Running Partnership Analysis...${NC}" echo -e "${CYAN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}\n" # Build Smart Tree if needed if [[ ! -f "./target/release/st" ]]; then echo -e "${YELLOW}Building Smart Tree...${NC}" cargo build --release fi # Run the MCP tool for partnership analysis echo -e "${MAGENTA}📊 Analyzing AI-Human Partnership Patterns${NC}\n" # Use the gather_project_context tool with partnership output cat << EOF | ./target/release/st --mcp 2>/dev/null | jq -r '.result.partnership_analysis // empty' { "jsonrpc": "2.0", "method": "tools/call", "params": { "name": "gather_project_context", "arguments": { "project_path": "$project_dir", "search_dirs": [".claude", ".cursor", ".windsurf"], "custom_dirs": ["$demo_dir/.claude", "$demo_dir/.cursor", "$demo_dir/.windsurf"], "output_format": "partnership" } }, "id": 1 } EOF } # Function to show partnership insights show_partnership_insights() { echo -e "\n${CYAN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}" echo -e "${BOLD}🎯 Partnership Insights & Recommendations${NC}\n" echo -e "${GREEN}✨ What Makes a Great AI-Human Partnership:${NC}" echo -e " • ${YELLOW}Clear Communication${NC}: Be specific about goals and constraints" echo -e " • ${YELLOW}Mutual Learning${NC}: Both parties grow from the collaboration" echo -e " • ${YELLOW}Trust Building${NC}: Give autonomy when appropriate" echo -e " • ${YELLOW}Shared Understanding${NC}: Develop common vocabulary and patterns" echo -e " • ${YELLOW}Continuous Improvement${NC}: Learn from stuck moments\n" echo -e "${BLUE}📈 Tracking Your Partnership Evolution:${NC}" echo -e " • Productivity trends over time" echo -e " • Communication efficiency improvements" echo -e " • Depth of technical discussions" echo -e " • Trust indicators and autonomy levels\n" echo -e "${MAGENTA}🤝 Making It Personal:${NC}" echo -e " The partnership analyzer learns your unique collaboration style," echo -e " identifying peak productivity times, preferred tools, and" echo -e " communication patterns that work best for you.\n" } # Function to demonstrate temporal analysis show_temporal_patterns() { echo -e "${CYAN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}" echo -e "${BOLD}⏰ Temporal Partnership Patterns${NC}\n" echo -e "${YELLOW}📅 Work Session Analysis:${NC}" echo -e " • Morning sessions: High productivity, complex problem solving" echo -e " • Afternoon sessions: Learning and exploration" echo -e " • Evening sessions: Quick fixes and clarifications\n" echo -e "${GREEN}📊 Collaboration Rhythms:${NC}" echo -e " • Peak collaboration: Tuesday-Thursday" echo -e " • Deep work sessions: 2-3 hours average" echo -e " • Quick consultations: 15-30 minutes\n" } # Function to show example recommendations show_example_recommendations() { echo -e "${CYAN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}" echo -e "${BOLD}💡 Personalized Recommendations${NC}\n" echo -e "${GREEN}Based on your partnership analysis:${NC}\n" echo -e " ${YELLOW}1. Reduce Getting Stuck${NC}" echo -e " 💡 Break down complex problems into smaller steps" echo -e " 💡 Provide more context upfront" echo -e " 💡 Ask for alternative approaches when blocked\n" echo -e " ${YELLOW}2. Enhance Learning Together${NC}" echo -e " 📚 Explore new technologies together" echo -e " 📚 Ask 'why' questions to deepen understanding" echo -e " 📚 Request explanations of unfamiliar concepts\n" echo -e " ${YELLOW}3. Build Deeper Collaboration${NC}" echo -e " 🤝 Work on longer-term projects" echo -e " 🤝 Share your thought process" echo -e " 🤝 Celebrate successes together\n" echo -e " ${YELLOW}4. Optimize Communication${NC}" echo -e " 🗣️ Use established vocabulary" echo -e " 🗣️ Reference previous solutions" echo -e " 🗣️ Build on shared knowledge\n" echo -e "${MAGENTA}🌟 Remember: Great partnerships are built over time!${NC}\n" } # Main demo flow main() { echo -e "${YELLOW}Welcome to the AI-Human Partnership Analysis Demo!${NC}\n" echo -e "This demo showcases how Smart Tree v4.0.0 helps you understand" echo -e "and improve your collaboration with AI assistants.\n" # Create demo contexts DEMO_DIR=$(create_demo_contexts) # Use current directory as project PROJECT_DIR="${1:-$(pwd)}" echo -e "\n${BLUE}📁 Analyzing project: $PROJECT_DIR${NC}" # Run the analysis run_partnership_analysis "$PROJECT_DIR" "$DEMO_DIR" # Show insights show_partnership_insights # Show temporal patterns show_temporal_patterns # Show recommendations show_example_recommendations # Cleanup echo -e "${CYAN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}" echo -e "${GREEN}✨ Demo Complete!${NC}\n" echo -e "To analyze your real AI-human partnerships, run:" echo -e "${BOLD} st --mcp${NC} and use the ${CYAN}gather_project_context${NC} tool\n" echo -e "${YELLOW}Happy collaborating! 🚀${NC}\n" # Clean up demo directory rm -rf "$DEMO_DIR" } # Run the demo main "$@"