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Evidence-Based Skills

A framework where skill claims are backed by observable, recorded evidence from peer sessions rather than self-assessment or test scores. Evidence is immutable and auditable.

Self-reported skills are unreliable. Evidence-based skills shift trust from claims to proof, giving employers confidence that a candidate can actually do what they say they can.

Every peer session on Lemma generates immutable evidence events: what was demonstrated, who observed it, and what the outcome was. This evidence is the foundation of your SCI score.

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Explore how Lemma puts these concepts to work with real peer verification.

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