73 stackexchange-grounded, 516 model-knowledge (ESCO-seeded gemma3), 0 review_needed (calibration caveat documented). Adapters rebuilt with the full competence sets; final REPORT numbers; all verify checks pass. Known gap: engineering-manager lacks an ESCO package counterpart. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
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esco_uri, esco_label, relation, onet_soc, source, confidence, qa_count, generator, generated
| esco_uri | esco_label | relation | onet_soc | source | confidence | qa_count | generator | generated |
|---|---|---|---|---|---|---|---|---|
| http://data.europa.eu/esco/skill/d54a1355-05c8-45eb-9c42-267d2cfcdf44 | provide technical training | optional | 15-1242.00 | model-knowledge | high | 0 | gemma3:27b (prompt-designed and spot-checked by Claude) | 2026-07-10 |
provide technical training — Database Administrator
For a Database Administrator (DBA), 'provide technical training' isn’t about delivering formal courses – though that can happen. It’s far more often about on-the-job knowledge transfer. Think explaining new SQL features to developers, walking support staff through troubleshooting common database errors (like deadlocks or slow queries), or demonstrating how to use a new monitoring tool like SolarWinds Database Performance Analyzer or Datadog. It's frequently reactive – someone asks 'how do I…?' and you need to explain it clearly, concisely, and with practical examples relevant to their task.
Weitere Anreicherung
Stage-2 source for future practitioner grounding: arXiv cs.SE (software-engineering preprints).