By name: "KSB-D07-K0094" description: "AI-Enhanced Report Quality Assessment: Mastery of AI applications for spontaneous report quality assessment including automated completenes..." version: "1.0.0" domain: "D07" domain_name: "Spontaneous Reporting Systems" type: "Knowledge" proficiency_level: "L4" bloom_level: "analyze" triggers: - "explain ai-enhanced report quality assessment" - "what is ai-enhanced report quality assessment" - "analyze ai-enhanced report quality assessment" epa_mapping: "EPA-02, EPA-04, EPA-05" cpa_mapping: "CPA-02, CPA-05" regulatory_refs: ""
KSB-D07-K0094: AI-Enhanced Report Quality Assessment
Overview
Domain: D07 - Spontaneous Reporting Systems Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze
Description
Mastery of AI applications for spontaneous report quality assessment including automated completeness scoring, narrative quality evaluation algorithms, coding accuracy prediction, and intelligent feedback generation for reporters.
Context
- Major Section: AI-Enhanced Spontaneous Reporting
- Section: Reporting Quality AI
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
- EPA-05:3011-3012
CPA Pathway
- CPA-02, CPA-05
Regulatory References
- General PV competency
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-enhanced report quality assessment
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-02, EPA-04, EPA-05
Key Competencies
- Mastery of AI applications for spontaneous report quality assessment including automated completeness scoring, narrative quality evaluation algorithms, coding accuracy prediction, and intelligent feedback generation for reporters.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D07 skills in Reporting Quality AI
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31