skywatch-classify-cluster

Analyze AT Protocol co-sharing clusters for narrative patterns and coordination signals.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill resolves the ambiguity of co-sharing clusters on the AT Protocol by distinguishing between organic user behavior and coordinated information operations.

Core Features & Use Cases

  • Narrative Analysis: Identifies dominant narratives and coordination signals within account clusters.
  • IO Detection: Provides a framework to distinguish between authentic shared interest and manufactured inauthentic coordination.
  • Use Case: When an investigation identifies a group of accounts sharing identical URLs, use this skill to determine if the cluster is a coordinated information operation or a legitimate community of interest.

Quick Start

Use the skywatch-classify-cluster skill to analyze the cluster identified by ID 12345 and generate a full classification report.

Frequently Asked Questions about skywatch-classify-cluster

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

FAQPage Schema
How do I distinguish organic co-sharing clusters from coordinated information operations on the AT Protocol?

To distinguish organic co-sharing clusters from coordinated information operations on the AT Protocol, you analyze cluster metadata and evolution history to identify narrative patterns and manufactured coordination signals.

What are narrative coordination signals and how are they detected in account clusters?

Narrative coordination signals are dominant story patterns identified within account clusters by analyzing co-sharing behaviors and content samples to detect manufactured information operations rather than authentic shared interests.

How do I analyze a co-sharing cluster by its ID to generate a classification report?

To analyze a co-sharing cluster by ID, you apply the classification skill to query cluster metadata and content samples, generating a full report on its narrative patterns and coordination authenticity.

Do I need Skywatch MCP tools to investigate AT Protocol sharing behaviors?

Yes, investigating AT Protocol sharing behaviors requires integration with Skywatch MCP tools to retrieve the cluster metadata, evolution history, and content sampling necessary for accurate classification.

When should I investigate a cluster of accounts sharing identical URLs?

You should investigate a cluster of accounts sharing identical URLs when an investigative workflow needs to determine whether the co-sharing represents a legitimate community of interest or a coordinated information operation.