enhanced-mcp-tools/docs/PRIORITY_TODO.md

✅ COMPLETED: Anytime a file listing is returned, set a flag on a file or directory if it's in a git repository

• Implemented _detect_git_repository() method for robust git detection
• Enhanced file_list_directory_tree with git repository flags
• Added file_enhanced_list_directory with automatic git repository detection
• Enhanced file_tre_directory_tree with git repository flags
• Added comprehensive git info: repository root, current branch, git type
• Handles edge cases: worktrees, submodules, bare repositories, detached HEAD
• All file listing tools now automatically flag git repository status

✅ COMPLETED: Add "git grep" tool, with annotations

• Implemented comprehensive git_grep tool with intelligent annotations
• Support for multiple search types: basic, regex, fixed-string, extended-regex
• Advanced filtering: file patterns, exclude patterns, context lines, case sensitivity
• Intelligent annotations: file metadata, match analysis, context hints, optimization suggestions
• Performance metrics and search coverage assessment
• Support for untracked files and specific git refs
• Cross-platform compatibility with proper timeout handling
• Comprehensive error handling and logging integration

✅ COMPLETED: Add "sneller" with hints to how fast it is and how to use it.

• Implemented comprehensive SnellerAnalytics class with 3 main tools
• sneller_query: Execute lightning-fast vectorized SQL queries (TBs/second performance)
• sneller_optimize: Optimize SQL queries for maximum Sneller performance with AVX-512 hints
• sneller_setup: Set up and configure Sneller for optimal performance
• Extensive performance hints: 1GB/s/core throughput, AVX-512 vectorization, compression optimization
• Educational simulation mode when Sneller not available locally
• Hardware requirements and optimization guidance for maximum speed
• Integration with bucketed compression and schema-less JSON processing
• Real-time performance metrics and throughput calculations

✅ COMPLETED: Asciinema - Complete terminal recording and auditing system

• asciinema_record: Capture terminal sessions with metadata for auditing
• asciinema_search: Search recordings with comprehensive filtering (date, duration, command, visibility)
• asciinema_playback: Generate playback URLs and embedding code with customization options
• asciinema_auth: Authenticate with asciinema.org and manage install ID with markdown response
• asciinema_upload: Upload recordings to asciinema.org or custom servers with privacy controls
• asciinema_config: Configure upload destinations and privacy settings
• Privacy protection: Confirmation required for public uploads with 7-day deletion warning
• Recording database: In-memory storage with comprehensive metadata and search capabilities
• Educational simulation: Works without asciinema installed for demonstration purposes
• Comprehensive markdown generation for easy sharing and documentation

✅ COMPLETED: Add "completion" - Intelligent tool recommendation system

• ai_recommend_tools: AI-powered tool recommendations based on natural language task descriptions
• ai_explain_tool: Comprehensive tool explanations with examples and best practices
• ai_suggest_workflow: Complete multi-step workflow generation for complex tasks
• Context-aware analysis: Working directory, git repository, project type detection
• Performance-optimized recommendations: Speed/comprehensive/automation/educational profiles
• Intelligent task analysis: Primary intent detection, complexity assessment, keyword matching
• Workflow automation: Semi-automated and fully-automated script generation
• Success criteria and monitoring suggestions for complex workflows
• Tool combination suggestions and alternative approach recommendations
• Confidence scoring and comprehensive explanations for all recommendations

resume using desktop commander mcp to work on /home/rpm/claude/enhanced-mcp-tools

• use uv to run python commands*