3. Data, Science & AI

Creates institutional PDF reports for stocks/ETFs with embedded charts, portfolio sizing, and AI sentiment analysis.

Updates margin dashboard with Fidelity balance data, calculates key metrics, and provides alerts and scaling recommendations for margin strategy analysis.

Runs Monte Carlo simulations for financial portfolio stress testing and probability analysis, auto-detecting values from Fidelity CSV.

Handles parsing of power system network data including bus, generator, and branch information for power flow analysis.

Toolkit for matching entity names across datasets with spelling variations, typos, or formatting differences using fuzzy string matching algorithms.

Generates standalone HTML/SVG data visualizations from local data files using D3.js v6, supporting charts, plots, and interactive elements without external dependencies.

Fits first-order dynamic models to step response data to extract gain (K) and time constant (tau) parameters.

Designs step test excitation signals for system identification and parameter estimation in control engineering.

Downloads real-time or historical streamflow, gage height, and discharge data from USGS using the dataretrieval package.

Optimizes power generation costs by computing optimal generator setpoints and operating margins based on generator cost functions in electrical power systems.

Automated planning utilities for PDDL domains and problems, including plan generation, validation, and output saving using classical planners.

Generates natural-sounding voice output from text using the ElevenLabs API for high-quality speech synthesis.

Provides standardized SQL best practices for database environments, ensuring efficient and maintainable query writing.

Extracts text content from images using Tesseract OCR, enabling conversion of visual data to structured text for analysis.

Extracts locational marginal prices from DC-OPF dual values for nodal electricity pricing and market analysis.

Framework for evaluating AI agents, enabling task creation, validation, and debugging within the SkillsBench system.

Detects transiting exoplanets and eclipsing binaries in astronomical light curve data using the Box Least Squares periodogram method.

Retrieves points of interest by city from a preloaded dataset, enabling sightseeing suggestions and destination exploration.

Retrieves city lists by state from bundled data for input validation and destination expansion in travel services.

Calculates PI/PID controller gains for first-order systems using Internal Model Control (IMC) tuning rules.

Comprehensive tool for creating, editing, and analyzing spreadsheets with formula support, formatting, and data visualization capabilities.

Extracts scheduling constraints from email text and converts them into structured data for scheduling applications.

Retrieves restaurant listings from a built-in dataset based on city, enabling dining recommendations and destination validation.

Calculates powerlifting competition scores based on lift weights and bodyweight, standardizing performance across weight classes.