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cs.AI2026

Knowledge Activation: AI Skills as the Institutional Knowledge Primitive for Agentic Software Development

Gal Bakal

Enterprise software organizations accumulate critical institutional knowledge - architectural decisions, deployment procedures, compliance policies, incident playbooks - yet this k…