ksb-d01-k0056

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AI Competency Requirements: Understanding of evolving workforce competency requirements in AI-enabled pharmacovigilance includin...

nexvigilant By nexvigilant schedule Updated 2/2/2026

name: "KSB-D01-K0056" description: "AI Competency Requirements: Understanding of evolving workforce competency requirements in AI-enabled pharmacovigilance includin..." version: "1.0.0" domain: "D01" domain_name: "Foundations of Pharmacovigilance" type: "Knowledge" proficiency_level: "L3" bloom_level: "apply" triggers: - "explain ai competency requirements" - "what is ai competency requirements" - "apply ai competency requirements" epa_mapping: "EPA-01, EPA-10" cpa_mapping: "CPA-01" regulatory_refs: ""

KSB-D01-K0056: AI Competency Requirements

Overview

Domain: D01 - Foundations of Pharmacovigilance Type: Knowledge Proficiency Level: L3 (Competent - Minimal supervision) Bloom Level: Apply

Description

Understanding of evolving workforce competency requirements in AI-enabled pharmacovigilance including technical AI literacy expectations, human-AI collaboration skills, continuous learning requirements, and career pathway adaptations for AI integration.

Context

  • Major Section: AI-Era Pharmacovigilance Foundations
  • Section: AI Workforce Development

EPA Mapping

  • EPA-01:3001-3003
  • EPA-10:3023-3024

CPA Pathway

  • CPA-01

Regulatory References

  • General PV competency

Instructions

When this skill is activated, Claude should:

  1. Demonstrate L3 proficiency in ai competency requirements
  2. Apply apply level cognitive skills to apply the topic
  3. Reference relevant regulatory guidance (general PV standards)
  4. Connect to related EPAs: EPA-01, EPA-10

Key Competencies

  • Understanding of evolving workforce competency requirements in AI-enabled pharmacovigilance including technical AI literacy expectations, human-AI collaboration skills, continuous learning requirements, and career pathway adaptations for AI integration.

Assessment Criteria

  • Can apply core concepts independently
  • Demonstrates understanding of regulatory context
  • Applies knowledge appropriately to PV scenarios

Related Skills

  • Other D01 skills in AI Workforce Development
  • Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31

Install via CLI
npx skills add https://github.com/nexvigilant/.true --skill ksb-d01-k0056
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