By name: "KSB-D11-K0023" description: "Adaptive Intervention Systems: Dynamic intervention modification, continuous optimization, A/B testing integration, personalization..." version: "1.0.0" domain: "D11" domain_name: "Risk Management" type: "Knowledge" proficiency_level: "L4" bloom_level: "create" triggers: - "explain adaptive intervention systems" - "what is adaptive intervention systems" - "create adaptive intervention systems" epa_mapping: "EPA-07, EPA-08, EPA-16" cpa_mapping: "CPA-03" regulatory_refs: "FDA-STAT-002, EMA-GVP-002, EMA-GVP-012, UK-MHRA-009"
KSB-D11-K0023: Adaptive Intervention Systems
Overview
Domain: D11 - Risk Management Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Create
Description
Dynamic intervention modification, continuous optimization, A/B testing integration, personalization algorithm development
Context
- Major Section: Risk Management Theoretical Foundation and Implementation Science
- Section: AI-Enhanced Implementation and Behavioral Optimization
EPA Mapping
- EPA-07:3016-3017
- EPA-08:3018-3019
- EPA-16:3035-3036
CPA Pathway
- CPA-03
Regulatory References
- FDA-STAT-002
- EMA-GVP-002
- EMA-GVP-012
- UK-MHRA-009
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in adaptive intervention systems
- Apply create level cognitive skills to create the topic
- Reference relevant regulatory guidance (FDA-STAT-002, EMA-GVP-002, EMA-GVP-012, UK-MHRA-009)
- Connect to related EPAs: EPA-07, EPA-08, EPA-16
Key Competencies
- Dynamic intervention modification, continuous optimization, A/B testing integration, personalization algorithm development
Assessment Criteria
- Can create core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D11 skills in AI-Enhanced Implementation and Behavioral Optimization
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31