skywatch-working-the-queue

Moderation queue triage can be streamlined by implementing an OODA-loop workflow that guides you through observing reports, orienting with policy, and acting on classification decisions. This ensures consistent, evidence-backed outcomes while minimizing analyst fatigue.

The OODA loop workflow for moderation separates processing into four phases: observing the report, orienting with local policy documentation, deciding on a classification, and acting on the decision. It automates collection of rule hits and content context to support verbatim evidence-based actions.

You process batches of Ozone moderation reports by pulling recent entries, such as 20 at a time, into the OODA triage workflow. The system collects moderation history and rule hits to ensure every classification decision is supported by verbatim evidence and policy precedents.

Yes, moderation triage requires integration with Skywatch MCP servers and local policy documentation. These dependencies ensure the OODA-loop workflow consistently aligns classification decisions with established rules and verbatim evidence from Ozone and ClickHouse data sources.

Yes, triage supports diverse entry points including appeals, proactive filtering, and standard reports across Ozone and ClickHouse data sources. This allows analysts to process varied moderation workflows through a single evidence-based classification system.