ksb-d07-k0020

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Quality Score Development: Comprehensive quality metrics, automated quality assessment, trend analysis, improvement recommendat...

nexvigilant By nexvigilant schedule Updated 2/2/2026

name: "KSB-D07-K0020" description: "Quality Score Development: Comprehensive quality metrics, automated quality assessment, trend analysis, improvement recommendat..." version: "1.0.0" domain: "D07" domain_name: "Spontaneous Reporting Systems" type: "Knowledge" proficiency_level: "L4" bloom_level: "evaluate" triggers: - "explain quality score development" - "what is quality score development" - "evaluate quality score development" epa_mapping: "EPA-02, EPA-04, EPA-05" cpa_mapping: "CPA-02, CPA-05" regulatory_refs: "FDA-CFR-002, ICH-E2C(R2), ICH-E2F, EMA-GVP-004"

KSB-D07-K0020: Quality Score Development

Overview

Domain: D07 - Spontaneous Reporting Systems Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Evaluate

Description

Comprehensive quality metrics, automated quality assessment, trend analysis, improvement recommendations

Context

  • Major Section: Global Spontaneous Reporting System Architecture
  • Section: AI-Enhanced Data Quality Management

EPA Mapping

  • EPA-02:3004-3005
  • EPA-04:3009-3010
  • EPA-05:3011-3012

CPA Pathway

  • CPA-02, CPA-05

Regulatory References

  • FDA-CFR-002
  • ICH-E2C(R2)
  • ICH-E2F
  • EMA-GVP-004

Instructions

When this skill is activated, Claude should:

  1. Demonstrate L4 proficiency in quality score development
  2. Apply evaluate level cognitive skills to evaluate the topic
  3. Reference relevant regulatory guidance (FDA-CFR-002, ICH-E2C(R2), ICH-E2F, EMA-GVP-004)
  4. Connect to related EPAs: EPA-02, EPA-04, EPA-05

Key Competencies

  • Comprehensive quality metrics, automated quality assessment, trend analysis, improvement recommendations

Assessment Criteria

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

Related Skills

  • Other D07 skills in AI-Enhanced Data Quality Management
  • 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-d07-k0020
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