ai-automation-ops-run

Run AI Automation Ops

Use this skill when the user wants to turn team workflows into reliable agent-powered superpowers.

Modes

• /ai-automation-ops-run audit
• /ai-automation-ops-run design
• /ai-automation-ops-run rollout

Mode Behavior

audit

• Identify repetitive workflows that are already structured enough to automate.
• Call out unclear control planes, weak inputs, or missing guardrails.

design

• Turn a repeatable workflow into a plugin, agent, or automation spec.
• Define control plane, operator boundaries, inputs, outputs, and failure modes.

rollout

• Review an existing automation plan for shadow mode, approvals, and quality checks.
• Make sure the system starts with trust-building rather than overreach.

Guardrails

• Do not automate unstructured or high-chaos workflows without first standardizing them.
• Do not skip shadow mode for workflows that can mutate systems.
• Respect the control-plane ownership of the underlying plugins.