| name | data-analysis-report |
| description | Use when converting data analysis results into a clear report with assumptions, findings, validation, limitations, and next steps. |
| metadata | {"version":"0.2","updated":"2026-06-11"} |
Analysis Report Skill
Use this workflow to draft analysis reports.
Report structure
- Executive summary
- Data sources and scope
- Assumptions and metric definitions
- Method
- Key findings
- Validation checks
- Limitations
- Recommendations or next steps
- Reproducibility notes
Rules
- Separate facts, calculations, interpretations, and recommendations.
- Include limitations before recommendations.
- Avoid unsupported causal language.
- Mention missing data or unresolved ambiguity.
- Tie claims to source data, scripts, queries, or output tables.
Do not
- Do not present unsupported correlations as causation.
- Do not hide missing data, weak validation, or unresolved ambiguity.
- Do not invent metrics, source tables, query results, or business context.
Output
Write reports to reports/ unless instructed otherwise.
Return the report path, source materials used, and unresolved questions.
