Fix: Temporal data extraction and frontend date display

Add SWOT output enhancements

Add VADER sentiment analysis for news and reddit

Layer 4: Add deterministic numeric validation in Critic

Add compact activity log for Analyzer reference values

Layer 1: Add metric reference table to prevent LLM hallucination

Fix: Increase rate limit delays and fix revision detection

Fix: Add rate limit handling with retry and delays

Fix: Critic LLM failure now triggers graceful exit

Fix: Track actual data source (SEC vs Yahoo) for fundamentals metrics

Fix: Extract metrics from cached raw_data for frontend display

Refactor: Analyzer handles revisions directly, remove Editor node

Fix: Process partial_metrics on completed status

Rename financials to fundamentals across frontend and backend

Rename financials to fundamentals for schema consistency

Fix analyzer.py to handle temporal dict format for margins

Fix temporal data flow with structured payload pattern

Pass temporal fields through A2A to frontend

Add null checks for partial metrics and research result

Add temporal data (fiscal year, period) to financials display

Fix LLM API keys not loaded from HF Spaces secrets

Add error logging to Activity Log for researcher failures

Fix LLM failure visibility and abort handling

Add MCP source data panel above SWOT results

Initial commit: Instant SWOT Agent