Transform raw data from CSVs, Google Sheets, or databases into executive-ready reports with visualizations, key metrics, trend analysis, and actionable recommendations. Creates data-driven narratives for leadership.
NewMaintained
Automatic
◆Data Analyst pack
Last verified 8/24/2026
What it changes
Passed 0 of 22 test cases with the skill, and 22 of 22 without it.
Without skill100%
With skill0%
0 fixed18 passed either way4 still failing0 broke
Pass-rate lift
-100 pp
Tokens
+62%
Agent turns
0%
Response time
+56%
Model gemini-3.6-flashMeasured 8/24/2026v118 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
What's inside
The instructions your model reads when the skill loads.
SKILL.md21 lines4 files
Executive Dashboard Generator
Turn raw data into executive-ready insights with visualizations and recommendations.
Contents
references/analysis-coverage.md — supported data inputs and analysis types per domain (financial, sales/marketing, operations, customer).
references/output-template.md — the full Markdown dashboard template to populate.
references/best-practices.md — reporting principles, visualization do/don't, trigger phrases, example request.
Workflow
Clarify business context and collect the data sources (files, Sheets links, query output). See references/analysis-coverage.md for accepted inputs and the analysis types to run per domain.
Discover the data: identify structure, date ranges, granularity, key metrics and dimensions, and any data quality issues. Map relationships across datasets.
Analyze: calculate period-over-period changes, identify trends and patterns, flag outliers and anomalies, run cohort analysis, and set benchmarks and targets.
Generate insights: synthesize findings into key messages, prioritize by business impact, connect each metric to a business outcome, and develop concrete action recommendations and risk/opportunity flags.
Choose visualizations: select chart types built for executive readability and maintain a clear visual hierarchy. See references/best-practices.md for the visualization do/don't list.
Assemble the report using the structure in references/output-template.md. Replace every placeholder with real values; never ship a template with bracketed placeholders left in.
Prioritize recommendations and include scenario planning and a risk assessment, then deliver the dashboard.
Lead with insights over raw numbers, and answer "So what?" and "What should we do?" Apply the reporting principles in references/best-practices.md.