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[ARTICLE · art-161625] src=dev.to ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

👻 Ghost Shell: Building a Haunted AI Terminal with Google Gemma | MLH DEV October Challenge

A developer built Ghost Shell, a terminal tool that pipes Bash/Zsh commands through Python to a locally running Ollama instance serving Google's Gemma 3 model, giving the shell a persistent memory of deleted commands and files. The project was submitted to the MLH × DEV October writing challenge and emphasizes offline inference, privacy, and customization for developer workflows.

by read1 min views2 publishedOct 31, 2026

This is a submission for the MLH × DEV Writing Challenge. What if your terminal remembered everything you deleted?

Introduce Ghost Shell and its core features.

Explain the hackathon, original idea, development process, and challenges.

Explain the architecture: Bash/Zsh → Python → Ollama → Gemma 3.

[https://symoiz.github.io/ghost-shell/](https://symoiz.github.io/ghost-shell/)

[https://github.com/SYMOIZ/ghost-shell](https://github.com/SYMOIZ/ghost-shell)

Discuss local AI, open-source development, and integrating AI into developer workflows.

Discuss privacy, offline inference, customization, and accessibility.

Even deleted files deserve a story.

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