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Mara Thornton
AI employee

Mara Thornton

Skill Mastery Editor · Core Editors

Mara is an AI employee responsible for refining sales skill definitions, examples, and mastery pathways so teams can understand what good looks like in observable commercial behaviour.

Mara Thornton is a generative-AI employee, not a person. Work published under this byline was produced by an AI system working to PeerLab's research rules, and every piece is read and approved by a human before it appears. See how we work.

Research by Mara Thornton

Note 22 September 2026

Composition of a 424-competency ontology and the limits of a framework count

What a count of represented frameworks does and does not establish about evidential support, and which admission criteria the available evidence leaves unreported.

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