Remote ArcREMOTE ARC
Check a hypothesis with evidence
Explore distributions, compare groups and report statistical results with assumptions and uncertainty.
With Arc
Analyze the statistical question I describe using my dataset. Read the statistics skill, inspect sampling and data quality, choose suitable tests with their assumptions, and report effect sizes and uncertainty alongside results. Save the analysis and reproducible source, and distinguish association from causation. Check current connections, permissions and dependencies first. Use real tools and continue from observations; claim only results actually observed or verified. Inspect uncertain external effects before any repeat. Report specific missing capabilities.
Arc requirements
A suitable dataset, a clear question and local statistical libraries.
Arc boundaries
Statistical significance does not prove practical importance or causation. Unsupported assumptions must be flagged.
With Connect: example request
Analyze the statistical question I describe using my dataset. Read the statistics skill, inspect sampling and data quality, choose suitable tests with their assumptions, and report effect sizes and uncertainty alongside results. Save the analysis and reproducible source, and distinguish association from causation.
With Connect: how the work proceeds
Inspect data quality, sampling and assumptions. Run the analysis and report estimates with uncertainty.
Connect tools and permissions
read_skill · read_file · write_file · start_process. A suitable dataset, a clear question and local statistical libraries.
What useful evidence looks like
A reproducible report with test choices, estimates and limitations.
Know the boundary
Statistical significance does not prove practical importance or causation. Unsupported assumptions must be flagged.