Interactive Data Exploration Commander

⚠️ MANDATORY COMPLIANCE ⚠️

CRITICAL: The 4-step workflow outlined in this document MUST be followed in exact order for EVERY Jupyter notebook task. Skipping steps or deviating from the procedure will result in ineffective analysis or incorrect results. This is non-negotiable.

File Structure

• SKILL.md (this file): Main instructions and MANDATORY workflow
• examples.md: Usage scenarios with different data science tasks and generated notebook code
• Memory: Project-specific memory accessed via memoryStore.getSkillMemory("jupyter-notebook-skills", "{project-name}"). See MemoryStore Interface.
• templates/:
  • eda_template.md: Exploratory Data Analysis notebook template
  • ml_template.md: Machine Learning workflow template
  • visualization_template.md: Data visualization template

Interface References