skywatch-working-the-queue

Implement an OODA-loop workflow for triaging Ozone moderation reports.

6|Updated Feb 21, 2026

Search Tags:#compliance #moderation #policy #triage #ooda #ozone

Ready to run

npx skills add https://github.com/skywatch-bsky/skywatch-agent-skills --skill skywatch-working-the-queue

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skywatch-working-the-queue
Source: https://github.com/skywatch-bsky/skywatch-agent-skills/tree/main/polytoken/skills/skywatch-working-the-queue
Command: npx skills add https://github.com/skywatch-bsky/skywatch-agent-skills --skill skywatch-working-the-queue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the challenge of high-volume moderation queue management by providing a structured, OODA-loop-based workflow that ensures consistent, evidence-backed triage decisions while minimizing analyst fatigue.

Core Features & Use Cases

OODA-Loop Triage: Guides the analyst through observation, orientation, decision, and action phases for moderation reports.
Evidence-Based Classification: Automates the collection of rule hits, content context, and moderation history to support classification decisions.
Use Case: Use this skill when processing large batches of Ozone moderation reports to ensure that every decision is supported by verbatim evidence and policy precedents.

Quick Start

Use the skywatch-working-the-queue skill to pull 20 recent reports from the Ozone moderation queue for triage.

Frequently Asked Questions about skywatch-working-the-queue

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I streamline high-volume moderation queue triage in Ozone?▼

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.

What is the OODA loop workflow for moderation report classification?▼

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.

How do I process batches of Ozone moderation reports with policy precedents?▼

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.

Do I need local policy documentation and Skywatch MCP servers for moderation triage?▼

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.

Can I handle appeals and proactive filtering across ClickHouse and Ozone 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.