I ve been playing around with LLM integrations for the shell and I have a tiny set of shell tools that use LLMs to improve my CLI experience. I’ve been using it while building and it’s already proving usefu to me.

Right now it includes:

1. Command Not Found Hook Catches “command not found” errors and asks an LLM to suggest what might have gone wrong (e.g. typos, missing tools, etc), works for bash and zsh 2. Git Commit LLM A wrapper for git commit that suggests clearer commit messages based on your staged changes. It’s helped me avoid a bunch of lazy messages like “fix stuff”.

Prereqs: • OpenAI API key • Bash or Zsh • curl and jq

Still minimal and hacky—but I’d love feedback or ideas. Especially curious if others would find this helpful or have feature suggestions.

Repo: https://github.com/CepstrumLabs/hooksh