Search Skills

Implements safety interlocks and protective mechanisms in control systems to prevent equipment damage and ensure safe operation.

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

Analyzes network traffic from PCAP files using Suricata and validates security events through structured eve.json output.

Preprocesses gravitational wave detector strain data via high-pass filtering, resampling, and PSD estimation for matched filtering using PyCBC TimeSeries.

Provides Python utilities for analyzing network packet captures (PCAP) to compute traffic statistics and support security investigations.

Official command-line interface for managing GitHub repositories, issues, and pull requests.

Guides secure implementation of Jackson JSON deserialization in Java, covering validation timing, input interception, and common attack patterns.

Optimizes Python code for reduced memory footprint through profiling, efficient data structures, and leak diagnosis.

Enables high-performance numerical computing and machine learning workflows using JAX, featuring automatic differentiation, JIT compilation, and gradient computations for scientific and ML applications.

Fuses visual (face/lip tracking via OpenCV) and audio features to enhance speaker diarization accuracy in video files with multiple speakers.

Solves constraint optimization problems for spatial map item placement, maximizing objectives while satisfying constraints on grid layouts.

Performs multi-hop evidence search and structured extraction from enterprise documents, chats, meetings, PRs, and URLs, returning JSON-ready entities with evidence pointers.

Python-based manipulation of Word documents with support for split placeholders, headers/footers, and nested tables.

Expert Java and Spring Boot development for enterprise applications, microservices, and cloud-native systems, including project scaffolding, security, and performance optimization.

Processes GLM model output files, extracting temperature data from NetCDF, converting depth coordinates, and calculating RMSE against observational data.

Performs Difference-in-Differences causal analysis to identify demographic drivers of behavioral changes with statistical significance testing for A/B tests and policy evaluation.

Provides seamless access to earthquake data from FDSN networks via ObsPy's client API for seismological research.

Assists in implementing Erlang's concurrency patterns including lightweight processes, message passing, and error handling for scalable BEAM VM systems.

Library for Civilization 6 district mechanics, enabling placement validation and adjacency bonus calculations in game development and modding projects.

Optimizes power generation costs by computing optimal generator setpoints, calculating operating margins, and handling generator cost functions in electrical systems.

Calibrates GLM parameters to minimize RMSE between simulated and observed water temperatures in environmental modeling.

Enables multi-hop evidence search and structured extraction from enterprise artifacts (docs, chats, meetings, PRs), returning JSON-ready entities with disambiguation.

Cleans messy tabular data through deduplication, missing value imputation, outlier handling, and text processing.

Enables development of fault-tolerant distributed Erlang applications on BEAM VM with node connectivity, supervision, and partition handling.