debug: Add detailed logging for numeric mismatches in critic

fix: Align analyzer field names with MCP data structure

fix: Improve SWOT output formatting

fix: Add MCP 'executing' state for process flow visualization

fix: Handle temporal dict format for revenue_cagr_3yr in analyzer

fix: Clean company name suffixes in stock listings

fix: Update analyzer to handle new MCP source-keyed structure

fix: Handle 'sources' wrapper in fundamentals data structure

fix: Only validate SWOT section for uncited numbers

fix: Update citation patterns to match new SWOT output format

feat: SWOT output as structured text parsed into HTML tables

Fix revision loop exit: change > 3 to >= 3, handle ESCALATE

Fix revision loop: add critique_details to AgentState

Reformat SWOT output: concise 3-column table format

Remove duplicate Company Details from markdown output

UI improvements: metric refs, company details, remove status labels

Decrease quality threshold from 7 to 6

Change OpenRouter model to Gemma 3n E4B IT

Fix OpenRouter model: use deepseek-chat-v3 (was invalid model)

Rotate between LLM providers instead of consecutive retries

Increase LLM retry delays and add fallback delay for all errors

Update default models: Gemini stable + OpenRouter GPT fallback

Add 10s delay between provider fallbacks after rate limit (429)

Fix: Metric extraction to match MCP data structure

Increase exponential backoff from 3s to 5s base

Increase LLM rate limit delays from 5s to 10s

Fix: Handle temporal dict structure in _format_metrics_for_prompt

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