reporting

name	reporting
description	Generate data-driven reports with metrics, charts, and recommendations. Triggers on 'create report', 'generate dashboard report', 'write data report'. NOT for narrative research reports — use research/report-writing.
allowed-tools	Read, Write

When to Use

• Creating executive summaries from analysis results
• Building metric-driven reports with tables and charts
• Producing recurring data dashboards (weekly, monthly, quarterly)
• Structuring findings and recommendations for stakeholders

When NOT to Use

• Writing narrative or literature-based research reports — use research/report-writing
• Data has not been analyzed yet — use data-analysis first
• You need to create charts from scratch — use visualization first, then reporting

Instructions

1. Gather all analysis results, visualizations, and data artifacts referenced in $ARGUMENTS.
2. Structure the report:
   • Executive Summary: 2-3 sentences with the most important takeaways
   • Key Metrics: table of KPIs with values, trends, and targets
   • Detailed Analysis: sections organized by topic or business question
   • Findings: numbered list with evidence (specific numbers, not vague claims)
   • Recommendations: actionable next steps tied to findings
   • Appendix: methodology, data sources, detailed tables
3. Format the report:
   • Embed or reference chart files from visualization outputs
   • Use tables for metric comparisons
   • Use bullet points for actionable items
   • Keep executive summary under 200 words
4. Write the final report to the output location.
5. Summarize deliverables and their file paths.

Output

## Report Deliverables

| Type | File | Description |
|------|------|-------------|
| ... | ... | ... |

### Summary
- Total pages/sections: [count]
- Key recommendations: [count]