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Scored across 4 tools
Each tool targets a distinct risk metric: regulatory SA-CCR exposure, Monte Carlo PFE profiles, portfolio VaR/CVaR, and Greeks. The only mild overlap is between calculate_sacr_exposure and simulate_monte_carlo_pfe, since both address counterparty exposure, but the standardized-formula vs simulation distinction is clear enough to distinguish them.
All names use snake_case with a verb_noun structure (calculate_sacr_exposure, simulate_monte_carlo_pfe, compute_portfolio_var, calculate_portfolio_greeks), which is easily predictable. The verb choices vary (calculate/simulate/compute) but all are equally readable and follow the same pattern.
Four tools is a focused, well-scoped set that avoids redundancy for a risk analytics server. It is on the lean side, but each tool clearly earns its place.
The core measures are covered: exposure, PFE, VaR/CVaR, and Greeks. However, notable counterparty-risk operations are absent, including CVA/credit valuation adjustment, stress testing, and scenario or backtesting tools, leaving some obvious gaps in a full risk workflow.
