Ethan Park

Optimizes multi-pass reflection strategies with clear objectives and diminishing returns detection.

Validates decomposed subtasks for completeness, independence, and proper interfacing with original task.

Designs safety filters for prompts with content detection, response handling, and override protocols.

Generates comprehensive prompt critiques across multiple dimensions with severity ratings and fixes.

Handles recursive chain-of-thought patterns with proper base cases and depth limiting.

Tests few-shot example calibration against held-out test cases to assess generalization quality.

Builds zero-shot data extraction prompts with schema validation and missing data handling.

Resolves conflicts between persona requirements while preserving core identity characteristics.

Designs code block output styling with proper syntax highlighting, documentation, and formatting rules.

Resolves ties in self-consistency voting using reasoning quality and assumption validity criteria.

Manages exploration depth in tree-of-thought reasoning based on resources and solution potential.

Handles smooth transitions between role personas while preserving context and conversation continuity.