experiment-design - Research Experiment Design Tool
Design reproducible experiments from hypothesis to plan
Tags
Updated: 2026-05-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- define research hypotheses
- define research variables
- select evaluation metrics
- set baseline methods
- design ablation study
- estimate compute resources
- generate experiment plan
Inputs
- research topic
- paper draft
- method description
- compute resources
Outputs
- experiment plan document
- experiment priority suggestions
- potential risk analysis
Requirements
- AI model support
- Claude Code or ChatGPT/Codex or Gemini CLI