Ksb D08 K0021

• CPA-02

Regulatory References

• FDA-GUID-006
• EMA-GVP-005
• EMA-GVP-010
• CIOMS-VIII

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in automated data quality assessment
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (FDA-GUID-006, EMA-GVP-005, EMA-GVP-010, CIOMS-VIII)
4. Connect to related EPAs: EPA-04, EPA-05

Key Competencies

• Missing data imputation using machine learning, outlier detection algorithms, consistency validation across data sources

Assessment Criteria

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

Related Skills

• Other D08 skills in AI-Enhanced Data Quality and Signal Validation
• Cross-domain integrations per DAG architecture

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