Shell Sage

Shell Sage is a command-line tool that acts as an AI co-pilot for your terminal. It watches your commands, provides real-time suggestions, and helps you avoid mistakes. You can ask it questions in plain English, like 'show system memory usage' or 'backup all .js files,' and it translates those requests into the correct terminal commands. It also flags potentially dangerous operations, like an accidental `rm -rf /important-folder`, and suggests safer alternatives before you run them.

The tool stands out with its flexible setup. It can run entirely locally using Ollama and models like Llama 3, keeping all your data private on your machine. If you prefer speed, it also connects to cloud APIs from providers like Groq, OpenAI, and Anthropic. An interactive setup wizard (`shellsage setup`) makes it easy to choose your preferred mode and model. Key features include safety confirmations for destructive commands, context-aware error diagnosis, and the ability to switch between local and cloud processing seamlessly.

Shell Sage is built for developers and system administrators who frequently work in the terminal. It's incredibly useful for those learning command-line operations, as it explains what commands do. It also helps experienced users by streamlining complex workflows, diagnosing pesky errors, and preventing costly mistakes. It turns the sometimes-intimidating terminal into a more intuitive and safer place to work.