ksb-d06-k0032

star 0

Prescriber Pattern Analysis: AI identification of prescribing behaviors associated with increased error risk...

nexvigilant By nexvigilant schedule Updated 2/2/2026

name: "KSB-D06-K0032" description: "Prescriber Pattern Analysis: AI identification of prescribing behaviors associated with increased error risk..." version: "1.0.0" domain: "D06" domain_name: "Medication Errors & Quality" type: "Knowledge" proficiency_level: "L1" bloom_level: "understand" triggers: - "explain prescriber pattern analysis" - "what is prescriber pattern analysis" - "explain prescriber pattern analysis" epa_mapping: "EPA-01, EPA-07, EPA-09" cpa_mapping: "CPA-01, CPA-03" regulatory_refs: "FDA-CFR-001, FDA-CFR-003, ICH-E2A, ICH-E2B(R3), ICH-E2D, EMA-GVP-003"

KSB-D06-K0032: Prescriber Pattern Analysis

Overview

Domain: D06 - Medication Errors & Quality Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

AI identification of prescribing behaviors associated with increased error risk

Context

  • Major Section: Comprehensive Medication Error Taxonomy and Classification
  • Section: Predictive Analytics and Risk Modeling

EPA Mapping

  • EPA-01:3001-3003
  • EPA-07:3016-3017
  • EPA-09:3020-3022

CPA Pathway

  • CPA-01, CPA-03

Regulatory References

  • FDA-CFR-001
  • FDA-CFR-003
  • ICH-E2A
  • ICH-E2B(R3)
  • ICH-E2D
  • EMA-GVP-003

Instructions

When this skill is activated, Claude should:

  1. Demonstrate L1 proficiency in prescriber pattern analysis
  2. Apply understand level cognitive skills to explain the topic
  3. Reference relevant regulatory guidance (FDA-CFR-001, FDA-CFR-003, ICH-E2A, ICH-E2B(R3), ICH-E2D, EMA-GVP-003)
  4. Connect to related EPAs: EPA-01, EPA-07, EPA-09

Key Competencies

  • AI identification of prescribing behaviors associated with increased error risk

Assessment Criteria

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

Related Skills

  • Other D06 skills in Predictive Analytics and Risk Modeling
  • 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-d06-k0032
Repository Details
star Stars 0
call_split Forks 0
navigation Branch main
article Path SKILL.md
More from Creator