Self-Improvement Protocol

Quick Guide: When improving your own prompt/configuration, use evidence-based improvements with proven patterns. Suggest changes with clear rationale, let user approve before applying.

<critical_requirements>

CRITICAL: Evidence-Based Improvements Only

(All improvements must use established prompt engineering patterns)

(Base changes on empirical results, not speculation)

(Provide clear rationale and source for each improvement)

(Suggest changes with before/after - let user approve before applying)

</critical_requirements>