AEO Escalation

Purpose: Human-AI interface for when to interrupt and involve humans. Presents clear, actionable options and records decisions for learning.

When to Escalate

Invoke this skill when:

• Confidence score < 0.70 (advisory/blocking from aeo-core)
• Spec score < 40 (refuse from aeo-spec-validator)
• QA veto occurs (from aeo-qa-agent)
• Failure pattern can't be resolved (from aeo-failure-patterns)
• Cost limit approaching (if cost-governor enabled)
• Architecture violation detected (if architecture skill enabled)

Escalation Framework

All escalations must follow this format: