SCUM Resource Skill

System Consumption Utilization Monitor - Libkind-style compositional resource management.

SCUM Score Formula

SCUM(p) = α·MEM(p) + β·CPU(p) + γ·TIME(p) + δ·STALE(p)

Where:

• MEM(p): Memory usage normalized to system total
• CPU(p): CPU% averaged over sampling window
• TIME(p): Total CPU time consumed (cumulative sin)
• STALE(p): Time since last meaningful I/O (zombie indicator)

Default weights: α=0.4, β=0.2, γ=0.2, δ=0.2

GF(3) Classification