U0217 Oversight Regression Sentinel

Oversight Regression Sentinel

Why This Skill Exists

We need this skill because human teams need fast, legible control when stakes are high. This specific skill prevents unnoticed quality drift after updates.

When To Use

Use this skill when the request explicitly needs "Oversight Regression Sentinel" outcomes in the Human Oversight and Operator UX domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Oversight Regression Sentinel, including at least three measurable KPIs tied to slow interventions and approval bottlenecks.
2. Design and version the input/output contract for approval queues, operator workload, and intervention history, then add schema validation and failure-mode handling.
3. Implement the core capability using baseline-delta detection, and produce regression watchlists with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.