pranavkumaarofficial/nlcli-wizard

Natural language control for Python CLI tools using locally-trained SLMs (CPU inference)

39
/ 100
Emerging

This tool helps developers and system administrators by translating plain English descriptions into complex command-line interface (CLI) commands. You provide a natural language request, like "run nginx on port 8080 with production env in background," and it outputs the exact CLI command, such as `docker run -d -p 8080:80 --name web -e NODE_ENV=production nginx`. It's designed for anyone who uses CLI tools frequently but wants to avoid memorizing specific flags and syntax.

Use this if you often use CLI tools like Docker and find yourself looking up specific commands or flags, wishing you could just describe what you want to do.

Not ideal if you rarely use CLI tools, prefer GUI interfaces, or need 100% accuracy without any review of the generated commands.

system-administration developer-tools devops command-line-interface container-management
No Package No Dependents
Maintenance 10 / 25
Adoption 7 / 25
Maturity 13 / 25
Community 9 / 25

How are scores calculated?

Stars

30

Forks

3

Language

Python

License

MIT

Last pushed

Feb 21, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/transformers/pranavkumaarofficial/nlcli-wizard"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.