YouTube Outlier Videos

Find unusually high views per day within a comparable set from one channel.

v0.2.0

Example draft · Input and output · How to use

Example draft

A structure labelled as a hypothesis

Fictional example data; the complete input is included in the package.

Output excerpt

Fictional example data. These describe structure, not wording; the next title and script should be written from the creator's own tests. Template 1 is supported by three videos; template 2 by one, so it is weaker.

An excerpt from an Agent run using fictional data. Localized text does not imply a separate run. See references/example.md in the package for the full input, output and limits.

Input and output

You provide

Channel or exact video export, format/age window and observation time

You get

Computed outliers, exclusions and evidence-based structure hypotheses

How to use

SandBase connection for live research; supplied material can be used offline. Data-call prices and shared free quota depend on the inspected endpoint.

Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.

Download Skill v0.2.0

Ask your Agent

Use youtube-outlier-videos. Start from the account, link, topic or material I provide, and use SandBase where needed to complete the requested task. Deliver: Computed outliers, exclusions and evidence-based structure hypotheses