# HPSILab Quant Finance

> Quantitative stock and options research for AI agents: AI price predictions, implied-volatility structure, options pressure maps, Monte Carlo simulation, strategy backtests, and pre-trade risk scans. Research only - it never places, routes, or manages orders.

- **Domain**: `hpsilab.com`
- **Provider**: HPSILab (https://hpsilab.com)
- **A2A protocol version**: 0.2.0
- **Kind**: a2a_agent
- **Category**: finance
- **Live-responds (last probe)**: None
- **Signed card**: False
- **Streaming**: False
- **Quality score**: 90%

## Skills
- **Stock Analysis** — Aggregate direction score, contributing factors, and a plain-language summary.
- **AI Prediction** — Up-probability, paper-trading buy/watch/sell lean (research only, not a trade instruction), and model consensus for a ticker.
- **Implied Volatility Radar** — IV structure, rank/percentile, squeeze score, and 25-delta risk reversal.
- **Options Pressure Map** — Max Pain, Gamma Wall, likely weekly high, and squeeze target.
- **Monte Carlo Simulation** — 10-day price distribution, mean close, and up-probability.
- **Strategy Backtest** — Sharpe ratio, max drawdown, win rate, and total return.
- **Pre-Trade Risk Scan** — Full pre-trade risk assessment for a position before entering it.
- **Stock Chart Generator** — Renders stock-report chart PNGs and returns hosted URLs.
- **Stock Research Report** — Markdown research report with embedded charts.
- **Register a Free Account** — Creates a free account for the calling agent and returns an API key.

## URLs
- Agent card: https://hpsilab.com/.well-known/agent-card.json
- Page (HTML): https://agenstry.com/agents/hpsilab.com
- Documentation: https://hpsilab.com/developer/v2