Skill Explorer

Generalize from observations into actionable rules.

Regression with CI bounds, made simple

Calibrated predictions with uncertainty bounds.

Focused, evidence-based exam for triage.

Predict optimal protein construct boundaries.

Structure internal Go packages with confidence.

Master stub-driven testing and boundary patterns.

Guides clean-architecture decisions confidently.

Choose and build differentiation stencils confidently.

Communicate with clarity and respect.

Map changes and ripple effects with confidence.

Map application components and trust boundaries.