cyberneticlibrary

Audit automation inventory and overlap

automation-audit-opsskillsetup L30
Sheshiyer/skill-clusters
What it does

Audit operations workflows for efficiency

Best for

Finding manual handoffs and automation gaps that slow down operations

Inputs
  • · Workflow logs + automation records
Outputs
  • · Report: bottlenecks + manual steps that could automate
Requires
  • · Workflow system logs
Preconditions

Workflows have run long enough to gather data

Failure modes
  • · Insufficient data (too few runs)
  • · False positives on edge cases
Trust signals
  • · Concrete metrics provided
  • · Automation candidates ranked