# Ksb D12 K0050

> AI System Inspection Preparedness: Understanding of regulatory inspection considerations for AI systems including documentation require...

- Skill: `thomasmoreai/ksb-d12-k0050` (Agent Skill)
- Install (CLI): `npx skillmds@latest add thomasmoreai/ksb-d12-k0050`
- Raw SKILL.md: https://api.skillmd.com/api/skills/thomasmoreai/ksb-d12-k0050/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- License: MIT
- Author: ThomasMoreAI (https://skillmd.com/u/thomasmoreai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/thomasmoreai/ksb-d12-k0050

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# KSB-D12-K0050: AI System Inspection Preparedness

## Overview
**Domain:** D12 - Industry & Regulatory
**Type:** Knowledge
**Proficiency Level:** L4 (Proficient - Independent practice)
**Bloom Level:** Analyze

## Description
Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

## Context
- **Major Section:** AI Regulatory Intelligence
- **Section:** AI Inspection Readiness

## EPA Mapping
- EPA-06:3013-3015
- EPA-09:3020-3022
- EPA-16:3035-3036

## CPA Pathway
- CPA-04

## Regulatory References
- General PV competency

## Instructions

When this skill is activated, Claude should:

1. **Demonstrate L4 proficiency** in ai system inspection preparedness
2. **Apply analyze level** cognitive skills to analyze the topic
3. **Reference** relevant regulatory guidance (general PV standards)
4. **Connect** to related EPAs: EPA-06, EPA-09, EPA-16

### Key Competencies
- Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

### Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios

## Related Skills
- Other D12 skills in AI Inspection Readiness
- Cross-domain integrations per DAG architecture

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