The NICE Cybersecurity Workforce Framework as a wardrobe of atoms. 1,281 atoms across 39 roles. Hand-pick tasks/knowledge/skills/abilities to assemble custom postures.
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Updated
Jun 8, 2026 - Python
The NICE Cybersecurity Workforce Framework as a wardrobe of atoms. 1,281 atoms across 39 roles. Hand-pick tasks/knowledge/skills/abilities to assemble custom postures.
Local CLI study index over an AI-security PDF corpus. BM25 + 21-topic taxonomy. 981 PDFs (NICE 541 + 5 aisec courses + USENIX/NDSS) and 36 KSA-to-paper maps.
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