Freud Detection AI

Use this skill to implement anomaly-detection workflows with explainable gating and review paths.

Workflow

1. Define scope and constraints.

• Define detection scope, signals, threshold policy, and review SLA.
• Capture objective metrics, bounds, and release blockers.

2. Design implementation plan.

• Design model-scoring flow, fallback heuristics, and escalation rules.
• Keep ownership and dependency boundaries explicit.

3. Execute and iterate.

• Implement in small, traceable increments.
• Record run/build context for reproducibility.