ccline: AI at the zsh prompt when you need a shell command just doesn't have

[jianshuo]

Hey just community! ⚡

just users are people who care about making their command-line workflows clean and reproducible. I built something that fills the gap when just doesn't have the recipe you need.

It's ccline — natural language at the zsh prompt.

What it does

ccline hijacks zsh's command_not_found_handler. Type something that isn't a real command — English, a description — and it asks Claude AI. Answer renders as Markdown. Press Enter to run.

$ list all available just recipes with descriptions
→ just --list
→ [press Enter to run]

$ run just recipe passing an environment variable
→ MY_VAR=value just recipe-name
→ [press Enter to run]

$ create a just recipe that runs tests and shows coverage
→ [Claude drafts a complete Justfile recipe]

When you need something that isn't in your Justfile yet, ccline is the fast path.

Install

curl -fsSL https://raw.githubusercontent.com/jianshuo/ccline/main/install.sh | bash

Requires ANTHROPIC_API_KEY.

→ https://github.com/jianshuo/ccline