/ds-analyze

Analyze Dataset

Use the data-scientist skill to run a full analysis workflow on the user's dataset.

Required Behavior

1. Identify the dataset source and user goal.
2. Load skills/analysis-workflow/SKILL.md and follow its workflow.
3. Start with intake and readiness; do not jump directly to modeling or hypothesis tests.
4. Ask no more than 5 human questions. Ask only when the answer materially changes the analysis.
5. Produce an analysis plan before executing non-trivial analysis code.
6. Separate reliable conclusions from directional signals and unsupported findings.

Expected Outputs

• Data/profile summary.
• Readiness assessment.
• Analysis plan with rejected methods.
• Executed results and charts when data permits.
• Final report with limitations and next actions.

Failure Mode

If the data cannot support the requested analysis, stop and produce a concrete data request instead of fabricating a report.