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Auto Report Generator

DataIntermediate

Analyzes revenue data, user metrics, marketing performance, and more to auto-generate weekly/monthly reports including KPI summaries, trend analysis, and action items.

Trigger/report
FrequencyWeekly

Business planning manager? Run /report to cut monthly performance reports from 30 min to 5 min

Startup COO? Auto-generate data-driven KPI reports for investors and board meetings

ReportExecutive SummaryKPIAnalytics

How It Works

Run /report [data file]
↓
Phase 1: 3 analyses in parallel
kpi-extract
Extract key KPIs
trend-analyze
Analyze trends
anomaly-detect
Detect anomalies
↓
Generate executive summary + action items
↓
✓ Markdown report + chart data

Skill Code

# Report Generator Skill ## Trigger: /report [data file or topic] When invoked: 1. Analyze data source: - Identify key metrics (revenue, users, conversion, etc.) - Calculate period-over-period changes - Detect significant trends or anomalies 2. Structure the report: - Executive summary (3 bullet points) - KPI dashboard (table with arrows ↑↓) - Trend analysis with context - Anomaly callouts - Action items / recommendations 3. Output format: --- ## 📈 [Weekly/Monthly] Report — [Period] ### Executive Summary - [Key highlight 1 with number] - [Key highlight 2 with number] - [Key concern or opportunity] ### KPI Dashboard | Metric | This Period | Last Period | Change | |--------|-----------|------------|--------| | Revenue | $X | $Y | ↑ Z% | | Users | X | Y | ↑ Z% | | Conversion | X% | Y% | ↓ Z% | ### Trends & Insights [Analysis with data-backed observations] ### Action Items - [ ] [Priority 1 action] - [ ] [Priority 2 action] ---

Copy and paste into your CLAUDE.md to start using immediately.

How Auto Report Generator Works

Report Generator analyzes your data and KPI metrics, identifies trends, calculates period-over-period changes, and compiles an executive-ready report with key findings, charts recommendations, and action items.

When to Use Auto Report Generator

Transforms raw data into decision-ready reports for leadership — ideal for weekly business reviews or monthly reporting cycles where manually compiling metrics from multiple sources consumes hours of analyst time.

Key Strengths

  • Auto-calculates period-over-period comparisons
  • Identifies trends and anomalies worth highlighting
  • Generates executive-friendly language and structure
  • Includes actionable recommendations, not just data

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