ccline — plain-English shell assistant for Typer/FastAPI CLI users

[jianshuo]

I built ccline — a zsh hook that turns unrecognized shell input into AI-answered questions with runnable commands.

For Typer users building CLIs, useful when you forget the exact Typer pattern:

% how do I add an optional argument with a default in typer

% typer command that accepts a list of strings as argument

Works via command_not_found_handler. One-line install:

git clone https://github.com/jianshuo/ccline && echo 'source ~/ccline/ccline.zsh' >> ~/.zshrc && source ~/.zshrc

Repo: https://github.com/jianshuo/ccline