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Living Skills Profiles: Portable Evidence of What Learners Can Do

A living skills profile grows as learners demonstrate capability across school, work, tutoring, simulations, and career transitions.

Category thesis

Completion is not competency.

Learners and workers accumulate courses, grades, certificates, and job titles, but those proxies do not always show what they can do now.

Resumes and transcripts are static. They rarely show transfer, reasoning, updated capability, or evidence from authentic performance.

What institutions can evaluate

ReasoningWhat the learner triedPredictions, decisions, explanations, and revisions are captured as evidence.
InterventionWhat support is neededTeachers and leaders see patterns that help prioritize next actions.
PortabilityWhat can travelEvidence can become part of a living skills profile instead of disappearing after completion.

Pilot shape

A pilot should produce evidence, not just usage.

A living profile pilot should begin with one learner group or workforce role and test whether evidence improves advising, placement, hiring, or intervention decisions.

  • Define the learner or workforce outcome.
  • Run a small cohort through simulation or tutoring workflows.
  • Review evidence with educators, leaders, and learners.
  • Decide what intervention or rollout follows.

Related QLM paths

Keep building the category map.

GlossaryLiving Skills ProfileA living skills profile is portable, updated evidence of what a learner or worker can actually do.Public demo toolSkill Evidence MapperUse QLM's public skill evidence mapper to turn a skill claim into observable performance evidence, rubric levels, transfer signals, and living profile language.WorkforceWorkforce Living Skills ProfileQLM living skills profiles help workforce teams track evidence of demonstrated capability and skill transfer.RelatedProfile ShareExplore the connected QLM category page.

FAQ

Questions this page answers.

How is a living skills profile different from a transcript?

A transcript records courses and grades. A living profile records demonstrated skills, evidence, and updates over time.

Can evidence be shared?

QLM supports profile-sharing paths so recipients can review capability evidence instead of relying only on claims.

Next step

Turn the category into a pilot.

Use this path when you want a pilot, research partnership, or product walkthrough.

View profile path →