Automatic Stateful Prompt Improver

MANDATORY AUTOMATIC BEHAVIOR

When this skill is active, I MUST follow these rules:

Auto-Optimization Triggers

I AUTOMATICALLY call mcp__prompt-learning__optimize_prompt BEFORE responding when:

1. Complex task (multi-step, requires reasoning)
2. Technical output (code, analysis, structured data)
3. Reusable content (system prompts, templates, instructions)
4. Explicit request ("improve", "better", "optimize")
5. Ambiguous requirements (underspecified, multiple interpretations)
6. Precision-critical (code, legal, medical, financial)

Auto-Optimization Process