Smart Tree - ST

# Smart Tree Terminal Interface (STTI) Vision 🚀 ## The Construction Site Helper That Reads Your Mind Imagine a terminal that doesn't just respond to commands, but anticipates your needs like the best construction helper who hands you tools before you ask! ## Core Concept: Context-Aware Assistance Smart Tree Terminal Interface (STTI) watches your coding patterns and provides: ### 1. **Predictive Tool Suggestions** 🔮 ```bash # You're editing a Python file and type "def test_" STTI> 💡 Looks like you're writing a test! Need me to: [1] Generate test boilerplate with pytest [2] Find similar tests in the codebase [3] Run existing tests for this module [4] Create test fixtures ``` ### 2. **Real-Time Context Analysis** 🧠 ```bash # As you work on user_auth.py STTI> 📊 Context Update: - Working on: Authentication module - Related files: models/user.py, utils/jwt.py - Recent changes: Added password hashing - Suggestion: Update tests/test_auth.py? ``` ### 3. **Anticipatory File Operations** ⚡ ```bash # You just created a new React component STTI> 🎯 I see you created Button.tsx! Should I: [1] Create Button.test.tsx [2] Add Button to index.ts exports [3] Generate Storybook story [4] Create CSS module ``` ### 4. **Smart Command Completion** 🤖 ```bash # You type "git com" STTI> 📝 Based on your recent changes: git commit -m "feat: Add user authentication with JWT tokens" # It knows what you've been working on! ``` ## Architecture Design ### Terminal Layer ```rust pub struct SmartTreeTerminal { // Watches file system events context_watcher: ContextWatcher, // Analyzes coding patterns pattern_analyzer: PatternAnalyzer, // Predicts next actions action_predictor: ActionPredictor, // Manages terminal UI ui_manager: TerminalUI, // Integrates with smart edit smart_editor: SmartEditor, } ``` ### Context Awareness System ```rust pub struct ContextWatcher { // Current file being edited active_file: Option<PathBuf>, // Recent file modifications recent_changes: Vec<FileChange>, // Project type and structure project_context: ProjectContext, // Developer behavior patterns dev_patterns: DeveloperPatterns, } ``` ### Pattern Recognition ```rust pub struct PatternAnalyzer { // Detects coding patterns pattern_detector: PatternDetector, // Learns from developer habits habit_learner: HabitLearner, // Suggests next actions suggestion_engine: SuggestionEngine, } ``` ## Features In Action ### 1. **Import Assistant** ```bash # You type "Redis" in your code STTI> 🔧 Need Redis? I can: [1] Add 'import redis' to imports [2] Install redis package (not in requirements.txt) [3] Show Redis connection examples from your codebase ``` ### 2. **Test Helper** ```bash # You save a function implementation STTI> 🧪 New function detected: calculate_discount() Want me to generate a test case? [Y/n] ``` ### 3. **Refactoring Assistant** ```bash # Detects code duplication STTI> 🔄 Similar code pattern found in 3 files! Extract to shared utility? [Y/n] ``` ### 4. **Documentation Helper** ```bash # You create a new public API STTI> 📚 New public method needs docs! Generate docstring with examples? [Y/n] ``` ## Integration Points ### 1. **MCP Tools** - Leverage existing smart_edit tools - Use file watching for real-time updates - Integrate with semantic analysis ### 2. **MEM8 Integration** - Store developer patterns in wave memory - Learn from coding habits over time - Predict based on historical patterns ### 3. **Voice Integration** ```python # When something important happens speak("Hey! Looks like you forgot to update the tests for that new function!") ``` ## Terminal UI Mockup ``` ┌─────────────────────────────────────────────────────────┐ │ Smart Tree Terminal v4.0 - Your Coding Companion 🌳 │ ├─────────────────────────────────────────────────────────┤ │ Context: Working on authentication module │ │ Files: auth.py (modified), test_auth.py (needs update) │ ├─────────────────────────────────────────────────────────┤ │ ~/project/src $ def validate_token( │ │ │ │ 💡 Suggestions: │ │ • Import jwt library (not imported yet) │ │ • Similar function in utils/token_validator.py │ │ • Add type hints: (token: str) -> bool │ │ │ │ Press TAB to accept, ESC to dismiss │ └─────────────────────────────────────────────────────────┘ ``` ## Implementation Phases ### Phase 1: Terminal Foundation - Basic terminal UI with context display - File watching integration - Simple pattern detection ### Phase 2: Smart Suggestions - Import detection and auto-add - Test generation suggestions - Function completion ### Phase 3: Learning System - Developer habit learning - Predictive command completion - Project-specific patterns ### Phase 4: Full Integration - MEM8 memory integration - Voice feedback system - Multi-developer collaboration ## The Dream Scenario ```bash # You start coding a new feature STTI> 🎯 Good morning! Based on your Jira ticket: - Created feature branch: feature/user-notifications - Set up file structure for notifications module - Found 3 similar implementations to reference - Tests are ready to write when you are! # You write some code STTI> 💡 That function looks like it needs error handling! Want me to wrap it in try-catch? [Y/n] # You finish the feature STTI> 🎉 Feature complete! I've prepared: - PR description with all changes - Updated documentation - Test coverage report (98%) - Suggested reviewers: @alice, @bob Ready to push? [Y/n] ``` ## Why This Matters Just like a master craftsman's assistant who: - Knows which tool you'll need next - Keeps your workspace organized - Reminds you of important steps - Learns your working style Smart Tree Terminal Interface becomes your coding partner, not just a tool! ## Technical Benefits 1. **Reduced Context Switching** - Everything in one place 2. **Faster Development** - Anticipate needs before they arise 3. **Fewer Errors** - Catch issues in real-time 4. **Better Code Quality** - Automated suggestions and checks 5. **Learning System** - Gets better the more you use it ## Trisha's Take "It's like having an accountant who not only balances your books but also tells you about tax savings before you even ask! This terminal doesn't just execute commands - it's your coding CFO!" 💼 ## Next Steps 1. Build basic terminal UI framework 2. Integrate file watching system 3. Create pattern detection engine 4. Implement suggestion system 5. Add learning capabilities The future of coding is not just smart tools, but tools that understand YOU! Aye, Aye! 🚢