Run a comprehensive price anomaly detection and qualitative news/event correlation report for any Indian stock or commodity.
Run the full GOLDBEES ML pipeline (LightGBM prob_up → Kelly weight → Risk Governor blend) and show the recommendation. Supports --no-save (dry run), --evaluate (past-call accuracy), and --latest (read last stored signal). Use when the user asks "run pipeline", "today's GOLDBEES signal", "what should I do with GOLDBEES", or invokes /goldbees-pipeline.
Retrieve and analyze iNAV premiums and discounts for all 32 tracked ETFs, grouped by AMC or sorted from highest to lowest. Use when the user asks "etf premiums", "etf discounts", "inav premiums", or invokes /etf-premium-discount.
Start the standalone live multi-symbol anomaly + news-correlation monitor for NSE market hours. Watches indices, current holdings, and configured symbols via Shoonya websocket, detects volume-spike/price-break anomalies on 5-minute bars, and pushes a Slack alert enriched with correlated breaking news. Trigger when the user says "start live monitor", "watch the market live", "alert me on anomalies", "check shoonya session", or invokes /live-monitor.
Run a comprehensive quantitative research note and valuation deep-dive for any Indian NSE stock (e.g. RELIANCE, KALYANKJIL, ADVENZYMES) without using local LLM resources. Includes price snapshots, quarterly earnings tables, free cash flow trends, promoter holdings check, GARCH/PELT anomaly detection, moving average crossover backtests, and ClickHouse peer comparison matrix. Use when the user asks "deep down analysis [stock]", "/deepdive", or "run quant analysis on [stock]".
Run the real-time read-only intraday signal monitor for a specified ETF or stock. Includes bid/ask delta order flow, VWAP deviation bands, and technical indicators. Trigger when the user says "track intraday", "intraday signal for symbol", or invokes /intraday <symbol>.
Scan all 18 tracked ETFs for volume-volatility setups (breakouts, squeezes, exhaustion). Use when the user asks "etf setups", "volume volatility scan", "identify breakouts", or invokes /etf-setups.
Run a Moving Average Crossover strategy backtest (SMA/EMA) on ClickHouse EOD price history. Use when the user asks "run crossover backtest", "golden cross", "death cross", "moving average backtest", or invokes /ma-crossover.