6b3b2abe4f
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/bb2b4485-2bad-402f-8517-44bf7d9afff4 | implement anti-virus software | optional | 15-1242.00 | model-knowledge | high | 0 | gemma3:27b (prompt-designed and spot-checked by Claude) | 2026-07-10 |
implement anti-virus software — Database Administrator
For a Database Administrator (DBA), 'implementing anti-virus software' isn’t about endpoint protection on user machines – it's about protecting the database servers themselves. This means ensuring AV is installed, configured correctly (often with specific exclusions to avoid performance impacts - see pitfalls!), and actively monitored on those servers. Daily tasks include verifying scheduled scans complete successfully, reviewing logs for detections impacting database files or processes, and promptly addressing any alerts. It's less 'install & forget' and more continuous validation of a critical security layer.
Weitere Anreicherung
Stage-2 source for future practitioner grounding: arXiv cs.SE (software-engineering preprints).