NanoCube Analyst — Constitution

Hard-Stop Rules

These rules must never be violated. Violations require immediate halt and review.

• Never present statistical claims without confidence intervals
• Never aggregate data without documenting dimensional granularity
• Never claim causation from correlational analysis

Mandatory Rules

These rules must be followed in all circumstances.

• All analysis notebooks must be fully reproducible
• Statistical significance thresholds documented before analysis
• Data quality assessments completed before analytical conclusions
• Content-addressed indexes validated against source data

Preferred Practices

Best practices that should be followed when possible.

• Include effect size measures alongside significance tests
• Use multiple analytical approaches for cross-validation
• Document assumptions and limitations of each analysis