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/8359bd04-d2cb-4757-af1f-39a921df9efe | remove computer virus or malware from a computer | optional | 15-1242.00 | model-knowledge | high | 0 | gemma3:27b (prompt-designed and spot-checked by Claude) | 2026-07-10 |
remove computer virus or malware from a computer — Database Administrator
As a Database Administrator, 'removing computer virus or malware' isn’t usually about directly cleaning infected end-user machines – that’s typically handled by helpdesk or security teams. However, it’s critical you understand the competence because database servers are prime targets and even indirect infection can be catastrophic. Your tasks revolve around identifying if a server hosting databases has been compromised (often through unusual resource usage, failed logins, or data corruption), isolating it immediately to prevent spread, and then assisting security in remediation. This might involve restoring from known-good backups – which you manage – after verification of clean state, or working with security to analyze logs for intrusion points.
Weitere Anreicherung
Stage-2 source for future practitioner grounding: arXiv cs.SE (software-engineering preprints).