# emcf/engshell

An English-language shell for any OS, powered by LLMs

Repository: https://github.com/emcf/engshell
Canonical: https://ross.abutalabs.com/products/engshell
Language: Python
License: MIT
License Family: permissive
Last push: 2026-02-07T02:01:45+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 66, release rhythm 35, longevity 90
- inputs: {"age_days": 1264, "days_push": 208, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2148, forks 180 (observed 2026-08-28T04:06:19.050443+00:00)

## What it is
Engshell is an English-language shell powered by LLMs that translates natural-language commands into executable Python code on any OS. It iteratively debugs generated code and auto-installs missing packages.

## Use cases
- run shell commands by typing plain English
- organize files in a directory with natural language
- generate and run python scripts from prompts
- auto-debug failing generated code
- automate multi-step tasks like downloading and plotting data
- control OS tasks like screen recording or wallpaper changes via LLM

## When to choose
- you want a natural-language interface to your OS and shell
- you want LLM-generated code with automatic debugging and package installation
- you want a cross-platform AI assistant in the terminal

## When to avoid
- you need guaranteed-safe execution - arbitrary LLM-generated code poses security risks
- you cannot run it in a sandboxed environment
- you need a production-ready, stable tool rather than an experimental demo

## Facets
- artifact type: cli-tool
- maturity: experimental
- function: cli, agent-framework, llm-inference, developer-tools, terminal-ui
- domain: artificial-intelligence, large-language-models, developer-tools
- platform: python, cli, cross-platform, windows
- tags: llm-shell, natural-language-shell, openai, code-generation, auto-debugging, english-shell, command-line, ai-agents, automation, linux, macos

## Member repositories
- emcf/engshell (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:19.050443+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:51:06.626393+00:00, confidence not recorded.
  - readme: https://github.com/emcf/engshell (fetched 2026-08-28T04:06:19.050443+00:00, sha 464d19d1d595)
- Data as of 2026-08-30T08:39:29.467469+00:00.