What are the dependencies for the SCUM Resource Skill?

The skill utilizes Babashka (bb) for its implementation and integrates with Julia's Catlab.jl ecosystem for advanced algebraic modeling.

Is there a way to test which processes will be killed?

Yes, the skill provides a '--dry-run' flag for the 'scum-kill' command, allowing you to see which processes meet the termination criteria without actually killing them.

Can I automate the termination of heavy processes?

Yes, the skill includes a 'scum-kill' command that can be run with an '--auto' flag to terminate any process exceeding a specific SCUM threshold.

How does the skill use category theory for resources?

It treats system resources as a 'resource theory' within a symmetric monoidal category, using ACSets and colimits to identify where processes can share resources or require rebalancing.

What is a SCUM score?

A SCUM (System Consumption Utilization Monitor) score is a weighted metric (0-100) that evaluates a process's health based on memory usage, CPU load, cumulative time, and staleness.

SCUM Resource Monitor

Name: SCUM Resource Monitor
Author: plurigrid

byplurigrid

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分析与监控

Manages system resources using a compositional SCUM score to monitor and optimize process performance.

The SCUM Resource Skill implements a System Consumption Utilization Monitor based on Sophie Libkind's compositional resource management theory. By calculating a SCUM score—a weighted combination of memory, CPU usage, cumulative time, and process staleness—it provides a mathematically rigorous way to classify processes into healthy, monitored, or terminal states. Leveraging Algebraic Julia (ACSets) and category theory principles, it allows for advanced resource rebalancing and automated process management to ensure system stability and performance in complex development environments.

主要功能

01Weighted SCUM score calculation based on MEM, CPU, Time, and Staleness

022 GitHub stars

03Libkind-style resource algebra for structural system optimization

04GF(3) Trit-based process classification (Healthy, Monitor, Terminate)

05ACSet schema for compositional resource modeling and pushout rebalancing

06Automated and interactive process termination based on configurable thresholds

使用场景

01Automated identification and termination of resource-hogging 'zombie' processes

02Compositional resource rebalancing for complex multi-process dev environments

03Generating mathematically-backed resource allocation reports for system troubleshooting

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi scum-resource

For use in Claude.ai and ChatGPT

Download Skill