claude

cloudfit

Fits Slurm jobs to what they actually used: trims the CPU and RAM you over-asked for, drives the GPU you under-used, and states the sample size behind every number.

0 on GitHubby Youzhi Yuv0.2.2MITupdated 1 month agodevops
/

Plugin cloudfit from marketplace cloudfit-plugin in PursuitOfDataScience/cloudfit-plugin. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use and it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (1)

  • cloudfit

    Rules for sizing Slurm jobs from measured telemetry, cutting over-requested cores, RAM and walltime while driving an under-used GPU up. Use when asked to right-size, fit, or fix the resources of a job or sbatch script, when a job is wasting a GPU, or when submitting to a billed partition.

Slash commands (1)

  • /cloudfit:fit

    Fit a job or sbatch script to what it actually used, with the sample size stated.

Subagents (1)

  • cloudfit

    Owns the cloudfit plugin repo. Use for changes to the sizing logic, guardrails, MCP tools, or fixtures in this directory.

MCP servers (1)

  • cloudfit

    runs: ${CLAUDE_PLUGIN_ROOT}/bin/cloudfit-server

Hooks (1)

  • PreToolUse

    ${CLAUDE_PLUGIN_ROOT}/bin/cloudfit-hook

View source on GitHub

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