Classify skill relationships as broader, narrower, related, prerequisite, or synonym so the taxonomy graph remains meaningful.
Sort each pair by the relationship it should represent in the taxonomy. Broader or narrower Related but not hierarchical Prerequisite Synonym or alternate label Communication and Influence -> executive writing Listening skills -> active listening SQL basics before dashboard analytics Conflict resolution and difficult conversations AI literacy -> prompt engineering Team retro -> retrospective facilitation Basic spreadsheet formulas before financial modeling Stakeholder mapping and influencing executives
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