Portrait of Michael Limberger

Michael Limberger

Need me? Email mike@limberger.ca

Skiff

Local sysops and Perl coding harness

Notes, model tests, and the winner so far

Skiff is my local sysops and Perl coding harness. I built it in Perl on my Mac mini M4. It can read files, write files, edit them, and run shell commands through a normal chat API. Different models get different settings so the tools actually work.

This hub is the short version of the notes around Skiff: how it is wired, what I tested, and which local model I would pick first. Click a card for the longer page.

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2026-09-19

Model tests

HTML, Bash, and Perl scripts. Local MLX versus Ollama Cloud.

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Stack

How it was wired

Mini M4 for Skiff. Studio M2 as the AI model server. Unified memory.

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Tasks

What I tested

Bash, HTML (resume page), and Perl sysop collectors.

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Terms

Glossary

Harness, vibe, hygiene, and the rest in plain English.

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Short list

What I would pick

Ornith day to day. Kat if look matters. Glm or flash in the cloud.

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Web

HTML resume

Fixture markdown to a clean resume.html. Harness plus vibe.

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Shell

Bash command

uname to host.txt. Safe shell, workspace only.

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Perl

Sysop scripts

Thin-prompt collectors. Scoreboards, awards, and the .pl files.

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Winner

Ornith

Who made it, why it behaved well in Skiff, and what to try next.