ssd-ai

AI development assistant that implements the Model Context Protocol (MCP) standard. It provides 36 specialized tools through natural language keyword recognition, helping developers perform complex tasks intuitively. ### Core Values - Natural Language: Execute tools automatically through Korean/English keywords - Intelligent Memory: Context management and compression using SQLite - Multi-Language Support: TypeScript, JavaScript, Python code analysis - Performance Optimization: Project caching system - Enterprise Quality: 100% test coverage and strict type system - Long-Running Support: Task management for asynchronous operations - Large-Scale Data: Cursor-based pagination --- ## Key Features ### 1. Memory Management System 10 tools for maintaining context across sessions: - Intelligent Storage: Information classification and priority management by category - Context Compression: Priority-based context compression system - Session Restoration: Perfect recreation of previous work states - SQLite-Based: Concurrent control, indexing, transaction support Key Tools: - save_memory - Store information in long-term memory - recall_memory - Search stored information - auto_save_context - Automatic context saving - restore_session_context - Session restoration - prioritize_memory - Memory priority management ### 2. Semantic Code Analysis AST-based code analysis and navigation tools: - Symbol Search: Locate function, class, variable positions across projects - Reference Tracking: Track all usages of specific symbols - Multi-Language: TypeScript, JavaScript, Python support - Project Caching: Performance optimization through LRU cache Key Tools: - find_symbol - Search for symbol definitions - find_references - Find symbol references ### 3. Code Quality Analysis Comprehensive code metrics and quality evaluation: - Complexity Analysis: Cyclomatic, Cognitive, Halstead metrics - Coupling/Cohesion: Structural soundness evaluation - Quality Scores: A-F grade system - Improvement Suggestions: Actionable refactoring recommendations Key Tools: - analyze_complexity - Complexity metric analysis - validate_code_quality - Code quality evaluation - check_coupling_cohesion - Coupling/cohesion analysis - suggest_improvements - Improvement suggestions - apply_quality_rules - Quality rule application - get_coding_guide - Coding guide lookup ### 4. Project Planning Tools Systematic requirements analysis and roadmap generation: - PRD Generation: Automatic product requirements document creation - User Stories: Story writing including acceptance criteria - MoSCoW Analysis: Requirements prioritization - Roadmap Creation: Step-by-step development schedule planning Key Tools: - generate_prd - Product requirements document generation - create_user_stories - User story creation - analyze_requirements - Requirements analysis - feature_roadmap - Feature roadmap creation ### 5. Sequential Thinking Tools Structured problem solving and decision making support: - Problem Decomposition: Break down complex problems step by step - Thinking Chains: Sequential reasoning process generation - Multiple Perspectives: Analytical/Creative/Systematic/Critical thinking - Execution Plans: Convert tasks into executable plans Key Tools: - create_thinking_chain - Thinking chain creation - analyze_problem - Problem analysis - step_by_step_analysis - Step-by-step analysis - break_down_problem - Problem decomposition - think_aloud_process - Thinking process expression - format_as_plan - Plan formatting ### 6. Prompt Engineering Prompt quality improvement and optimization: - Automatic Enhancement: Convert vague requests to specific ones - Quality Evaluation: Score clarity, specificity, contextuality - Structuring: Goal, background, requirements, quality criteria Key Tools: - enhance_prompt - Prompt enhancement - analyze_prompt - Prompt quality analysis ### 7. Browser Automation Web-based debugging and testing: - Console Monitoring: Browser console log capture - Network Analysis: HTTP request/response tracking - Cross-Platform: Chrome, Edge, Brave support Key Tools: - monitor_console_logs - Console log monitoring - inspect_network_requests - Network request analysis ### 8. UI Preview Pre-coding UI layout visualization: - ASCII Art: Support for 6 layout types - Responsive Preview: Desktop/mobile views - Pre-Approval: Confirm structure before coding Key Tools: - preview_ui_ascii - ASCII UI preview ### 9. Time Utilities Various format time queries: Key Tools: - get_current_time - Current time query (ISO, UTC, timezones, etc.)