Common Codes Skill Hierarchy

This paper introduces the Common Codes naming hierarchy: 21 Clusters of transferable skills, bundled under 6 Meta-skills, with Skill Families and Facets beneath. The hierarchy sits on top of the two-axis geometry of Focus and Mode established in Sattler (2026), giving names to the regions that geometry identifies. Five design commitments shape it: identity-rule-driven grouping (verb-and-subject pairings, not occupations or sectors); transferable human skills only (separating domain knowledge and personal qualities); non-rivalrous with existing frameworks (every skill in ESCO, the WEF Global Skills Taxonomy, and the other source frameworks locates onto the hierarchy without the source framework needing to migrate); parsimony at the top with surface area below; and a strengths-based default. The result is a shared, legible substrate that lets skills frameworks talk to each other without flattening anyone's vocabulary, and which gives proper surface area to work - care, coordination, resilience, documentation - that has long been collapsed into a single "soft skills" bin.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-13
DOI
https://doi.org/10.5281/zenodo.20173142
Primary Topic
Higher Education and Employability
Type
article
Field-Weighted Citation Impact
0.00
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article

Common Codes Skill Hierarchy

Lucy Terina Sattler
Zenodo (CERN European Organization for Nuclear Research)
Higher Education and Employability
article

Common Codes Skill Hierarchy

Lucy Terina Sattler
article en

Abstract

This paper introduces the Common Codes naming hierarchy: 21 Clusters of transferable skills, bundled under 6 Meta-skills, with Skill Families and Facets beneath. The hierarchy sits on top of the two-axis geometry of Focus and Mode established in Sattler (2026), giving names to the regions that geometry identifies. Five design commitments shape it: identity-rule-driven grouping (verb-and-subject pairings, not occupations or sectors); transferable human skills only (separating domain knowledge and personal qualities); non-rivalrous with existing frameworks (every skill in ESCO, the WEF Global Skills Taxonomy, and the other source frameworks locates onto the hierarchy without the source framework needing to migrate); parsimony at the top with surface area below; and a strengths-based default. The result is a shared, legible substrate that lets skills frameworks talk to each other without flattening anyone's vocabulary, and which gives proper surface area to work - care, coordination, resilience, documentation - that has long been collapsed into a single "soft skills" bin.

Zenodo (CERN European Organization for Nuclear Research)
CommScope (United States) (US)
Quality Education
Openalex Percentile: Top 3%
Higher Education and Employability
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Common Codes Skill Hierarchy — Lucy Terina Sattler · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS