kpi-aggregator

# KPI Aggregator ## Overview The KPI Aggregator skill collects and normalizes key performance indicators from portfolio companies for consolidated reporting. It enables standardized portfolio analysis despite varying reporting formats and metrics definitions across companies. ## Capabilities ### Data Collection - Collect KPIs from multiple sources - Support various input formats (spreadsheets, APIs, emails) - Handle periodic collection schedules - Track submission compliance ### Metric Normalization - Standardize metric definitions - Normalize time periods and currencies - Handle different accounting treatments - Reconcile varying calculation methods ### Portfolio Aggregation - Aggregate across portfolio companies - Calculate portfolio-level metrics - Track sector and stage segments - Compare to benchmarks ### Trend Analysis - Track metrics over time - Calculate growth rates and trends - Identify anomalies and concerns - Generate trend visualizations ## Usage ### Collect Portfolio KPIs ``` Input: Collection period, company list Process: Gather data from sources Output: Raw KPI data, submission status ``` ### Normalize Metrics ``` Input: Raw KPI data, normalization rules Process: Standardize definitions and formats Output: Normalized metric dataset ``` ### Aggregate Portfolio View ``` Input: Normalized data, aggregation parameters Process: Calculate portfolio metrics Output: Portfolio summary, segment analysis ``` ### Analyze Trends ``` Input: Historical KPI data P...