eda-hypothesis-experiment-designer

What problem does it solve?

This skill helps researchers convert abstract research ideas into falsifiable hypotheses and structured experiment plans, ensuring measurable outcomes and clear evaluation criteria.

Core Features & Use Cases

• Extract core assumptions from idea memos and translate them into testable hypotheses.
• Build a complete experiment matrix with hypotheses IDs, manipulations, baselines, metrics, thresholds, and confounder mitigation.
• Define minimum sample panels, runtime budgets, and promotion gates to move from hypothesis to implementation.
• Provide outputs such as hypothesis_experiment_matrix.tsv, experiment_design_note.md, and promotion_gate.md to support documentation and governance.

Quick Start

Provide your research idea memo and let this skill generate falsifiable hypotheses and a complete experiment matrix with metrics, controls, and confounder mitigation.