TODO.md

ShellSense TODO List

High Priority

Error Handling & Logging

• Implement a centralized logging system using Python's logging module
• Add proper error handling and logging for all external API calls
• Create a custom exception hierarchy for better error handling
• Add retry mechanisms for failed API calls

Code Quality & Testing

• Add type hints throughout the codebase
• Add input validation for all tool parameters
• Implement proper docstrings for all classes and methods

Security

• Implement rate limiting for API calls
• Add input sanitization for command execution tool
• Add API key validation and error handling
• Implement secure storage for API keys and sensitive data

Medium Priority

Performance Improvements

• Implement caching for frequently used API calls
• Add async support for concurrent API requests
• Optimize tool loading mechanism
• Add request pooling for external API calls

Features

• Add configuration validation on startup
• Implement tool usage statistics
• Add support for custom tool configurations
• Create a tool dependency resolver
• Add support for tool chaining

Documentation

• Add detailed API documentation
• Create usage examples for each tool
• Add troubleshooting guide
• Create contribution guidelines
• Add architecture documentation

Low Priority

Tools Enhancement

• Add more AI model providers (Claude, Gemini, etc.)
• Enhance WebSearchTool with more search engines
• Add support for more programming languages in CoderTool
• Implement memory/history for chat conversations
• Add support for custom tool development

UI/UX

• Improve progress indicators
• Add colored output for different message types
• Implement interactive tool selection
• Add command autocompletion
• Create a TUI interface option

Maintenance

• Add version checking for dependencies
• Implement automated dependency updates
• Create release automation
• Add performance monitoring
• Implement automated code quality checks

Zsh Integration

• Create functions.zsh file for complex Zsh functions
• Add command completion support for ShellSense commands
• Implement dynamic plugin loading with error handling
• Add Zsh plugin manager support (Oh My Zsh, Antigen, etc.)
• Create shell functions for common operations

System Context & Monitoring

• Add system resource monitoring and alerts
• Implement system health checks
• Add network connectivity monitoring
• Create system performance optimization suggestions
• Add system configuration backup/restore functionality

Configuration Management

• Implement configuration validation for all env variables
• Add support for multiple configuration profiles
• Create configuration migration tools
• Add configuration backup/restore functionality
• Implement secure configuration encryption

AI Prompts & Instructions

• Enhance system prompt with more context-aware information
• Add support for custom user-defined prompts
• Implement prompt templates for different use cases
• Add prompt version control and management
• Create prompt testing and validation tools

AI Providers Enhancement

• Implement provider interface/abstract base class for standardization
• Add fallback mechanisms between providers
• Implement response caching for frequently used queries
• Add streaming response support for all providers
• Add token usage tracking and optimization

OpenAI Provider

• Add support for multiple OpenAI models (GPT-4, etc.)
• Implement response streaming for long responses
• Add temperature and other model parameter controls
• Implement retry mechanism with exponential backoff
• Add proper API key rotation and management

Cloudflare Provider

• Add support for multiple Cloudflare AI models
• Implement proper error handling and status codes
• Add request/response validation
• Implement rate limiting and quota management
• Add response compression for large payloads

Friendly AI Response

• Implement response templating system
• Add context-aware response formatting
• Implement response quality metrics
• Add support for multiple response styles
• Implement response filtering and sanitization

General Provider Improvements

• Add provider health checks and monitoring
• Implement provider usage analytics
• Add provider cost optimization
• Implement provider load balancing
• Add provider performance metrics

Technical Debt

• Refactor tool_manager.py to reduce complexity
• Standardize error messages across tools
• Clean up unused imports and dead code
• Optimize imports organization
• Review and update dependencies versions

Future Ideas

• Consider implementing a plugin system
• Add support for custom AI models
• Create a web interface option
• Consider adding a REST API
• Implement tool suggestions based on usage patterns

Tools Architecture & Framework

• Enhance BaseTool with common utility methods
• Add tool validation and testing framework
• Implement tool dependency injection
• Add tool performance monitoring
• Create tool usage analytics system

Tool Manager Improvements

• Implement tool chain execution
• Add parallel tool execution support
• Implement tool result caching
• Add tool execution timeout handling
• Create tool execution history
• Implement tool execution retry mechanism
• Add tool execution priority queue

Command Execution Tool

• Enhance security validation system
• Add command execution sandbox
• Implement command history tracking
• Add command suggestion system
• Create command execution profiles
• Implement command dry-run mode
• Add command execution rollback

Coder Tool

• Add support for more programming languages
• Implement code quality checks
• Add code formatting options
• Implement code explanation generation
• Add code optimization suggestions
• Create code snippet library
• Add version control integration

Web Tools (WebSearch, Crawler, ProductHunt)

• Implement request rate limiting
• Add response caching
• Enhance error handling
• Add proxy support
• Implement concurrent requests
• Add result filtering options
• Create custom user agents

Media Tools (Screenshot)

• Add support for multiple browsers
• Implement image optimization
• Add custom screenshot options
• Create screenshot archive system
• Add batch processing support
• Implement video capture support
• Add image annotation features

Data Tools (Stock, Wikipedia, GitHub)

• Add data validation
• Implement data caching
• Add data export options
• Create data visualization
• Implement data history tracking
• Add custom data sources
• Create data backup system

Language Tools (Translator)

• Add support for more languages
• Implement translation memory
• Add context-aware translation
• Create translation quality checks
• Add custom dictionary support
• Implement batch translation
• Create translation history

Tool Testing & Quality

• Create unit tests for each tool
• Implement integration tests
• Add performance benchmarks
• Create tool documentation generator
• Implement tool validation framework
• Add automated testing pipeline
• Create tool debugging utilities