Full Findings Visualization Layer

findings_generator.py realizes the Full Findings Visualization Layer capability by producing structured Finding objects including metrics, trends, and outliers. The Full Findings Visualization Layer capability requires the support of 7 filter categories for filtering findings in the UI. The Full Findings Visualization Layer depends on integration with Agent.py to return findings on each query. The findings_generator.py service implements the Full Findings Visualization Layer by analyzing query results and generating structured findings. The MetricCard.svelte UI component is part of the Full Findings Visualization Layer providing KPI display with statistics. The TrendChart.svelte UI component is part of the Full Findings Visualization Layer and provides SVG line charts with grid. The OutlierHighlight.svelte UI component is part of the Full Findings Visualization Layer showing anomaly detection displays. The FindingsPanelNew.svelte UI component is part of the Full Findings Visualization Layer serving as a master panel with filtering capabilities. The Full Findings Visualization Layer is planned to be integrated with agent.py to return findings on each query.