Ethan Park

Adds emotional intelligence capabilities to role personas for empathetic and sensitive interactions.

Extracts and evaluates hidden assumptions in chain-of-thought reasoning for validation and risk assessment.

Learns translation and transformation patterns from few-shot examples for format conversion tasks.

Builds zero-shot summarization prompts with configurable compression, focus areas, and quality criteria.

Designs tabular output formats with proper column definitions, alignment, and overflow handling.

Scores the quality of reflection-based improvements across multiple dimensions with regression detection.

Aggregates outputs from decomposed subtasks with conflict resolution and completeness validation.

Enforces topic boundaries in conversations with polite redirects and edge case handling.

Orchestrates multi-prompt chains with proper handoffs, checkpoints, and failure recovery mechanisms.

Creates progressive difficulty gradients in few-shot examples to optimize learning and generalization.

Builds prompts with explicit mechanisms to prevent hallucinations and encourage appropriate uncertainty.

Designs error recovery mechanisms for chain-of-thought reasoning with detection and correction pathways.