Failure Mode Analysis

Analyze failure modes for {{model}} in {{application_context}}.

Step 1: Collect failure examples from {{error_logs}}
Step 2: Categorize failures by type and frequency
Step 3: Identify root causes for each category
Step 4: Assess impact and recoverability
Step 5: Map failure modes to user experience impact
Step 6: Prioritize fixes by frequency × severity

Explain classification logic for each failure.