cantino/mcfly
Mcfly
mcfly is a database-backed system for tracking, filtering, and exporting shell command execution history and metadata. It functions as a shell command history manager and a command-line tool for analyzing command frequency and success rates.
The tool utilizes a neural network to find the most relevant past shell commands based on execution context. This search capability ranks historical commands by analyzing patterns and environmental context to surface relevant results.
The system includes utilities for managing shell privacy by scrubbing sensitive records from history files and internal databases. It also provides capabilities for exporting command records into JSON or CSV formats.
Execution metadata, including exit codes, timestamps, and directories, is persisted in a local SQLite database.
Features
- Command History Tools - Provides a neural-network-powered search interface to surface the most relevant past terminal commands.
- Relational History Stores - Utilizes a local SQLite database to persist structured metadata for shell command history.
- Execution Metadata Tracking - Tracks exit status, timestamps, and directories in a database to improve search relevance.
- Shell Event Tracking - Intercepts shell pre- and post-execution events to track timing and exit status.
- AI-Based Relevance Ranking - Uses a neural network model to rank past commands by analyzing semantic relevance and context.
- Shell Command Search - Enables finding previously executed terminal commands by analyzing success rates and context.
- Shell History Managers - Provides a database-backed system for tracking, filtering, and exporting shell command history.
- Shell History Search Engines - Implements a context-aware search engine using neural networks to find relevant past commands.
- Search Ranking Algorithms - Implements heuristic scoring to rank historical shell commands based on directory and frequency.
- Command History Managers - Includes a privacy-focused utility to scrub sensitive records from shell history and internal databases.
- Command History Analytics - Analyzes command frequency and success rates to improve shell navigation and productivity.
- Privacy Scrubbing - Provides capabilities to remove sensitive information from shell history files and databases.
- Terminal Workflow Optimizations - Reduces repetitive typing by using neural network suggestions to quickly recall complex commands.
- Command Line Shell Enhancements - Fly through your shell history with intelligent suggestions.
- System Utilities - Shell history search tool.
- Terminal Productivity - Intelligent shell history navigation.
- Text Processing and Search - Intelligent search for shell command history.
