skywatch-labeling-standards

Enforce evidence-based comment structures for Ozone label moderation actions.

6|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/skywatch-bsky/skywatch-agent-skills --skill skywatch-labeling-standards
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skywatch-labeling-standards
Source: https://github.com/skywatch-bsky/skywatch-agent-skills/tree/main/polytoken/skills/skywatch-labeling-standards
Command: npx skills add https://github.com/skywatch-bsky/skywatch-agent-skills --skill skywatch-labeling-standards

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill resolves inconsistencies in moderation records by enforcing a strict, verifiable evidence-based format for all Ozone label actions, ensuring that every moderation decision is transparent and audit-ready.

Core Features & Use Cases

  • Standardized Commenting: Enforces a mandatory summary and evidence-based citation structure for all label actions.
  • Data Sourcing Cascade: Provides a prioritized workflow for retrieving post content via ClickHouse, Slingshot, or PDS to ensure evidence is always accurate.
  • Validation Guardrails: Prevents incomplete or non-compliant moderation actions by rejecting labels that lack sufficient evidence or proper formatting.

Quick Start

Apply the skywatch labeling standards to your current moderation task by ensuring your label comment includes a summary line and at least two cited AT-URI evidence links.

Frequently Asked Questions about skywatch-labeling-standards

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

FAQPage Schema
How do I standardize moderation evidence for Ozone label actions?

To standardize moderation evidence for Ozone label actions, enforce a mandatory summary line and at least two cited AT-URI evidence links within your label comments. This structure ensures verifiable audit trails and transparent policy application across moderation workflows.

What is the required format for submitting Ozone moderation labels?

The required format for submitting Ozone moderation labels is a strict comment structure containing a mandatory summary line and at least two cited AT-URI evidence links. Labels lacking sufficient evidence or proper formatting are rejected by validation guardrails.

Do I need ClickHouse and Slingshot to validate ATProto moderation evidence?

You need ClickHouse, Slingshot, or PDS data sources to validate ATProto moderation evidence. The skill uses a prioritized data sourcing cascade to retrieve post content, ensuring accurate evidence is gathered before label submission.

Why does my moderation label submission get rejected during content moderation?

Your moderation label submission gets rejected because validation guardrails prevent incomplete or non-compliant actions. To avoid rejection, ensure your label comment includes a summary line and at least two cited AT-URI evidence links.

Can I use this Ozone labeling standard for high-fidelity audit trails on social media platforms?

Yes, you can use this Ozone labeling standard for high-fidelity audit trails on social media platforms. It resolves inconsistencies in moderation records by enforcing a verifiable evidence-based format across all label actions.