Search Skills

Manages Python project setup and dependency handling exclusively via the uv package manager, replacing pip and other tools.

Builds, tests, and explains regular expressions using CLI tools like ripgrep and Python for text pattern matching.

Measures machine learning model performance on test datasets using accuracy, precision, and recall metrics.

Generates complete GitHub Actions workflows for SSH deployment to VPS through interactive configuration wizard.

Generates structured, atomic git commits following Conventional Commits standards, analyzing code changes to split into logical units for clear documentation.

Designs and implements RESTful API endpoints with proper structure, versioning, and HTTP standards for backend services.

Applies systematic debugging methodology to investigate and resolve software bugs, unexpected behavior, and user-reported issues. Automatically triggered by common bug-related keywords.

Generates C++ and Python code from Protocol Buffer (protobuf) definitions, including gRPC stubs and service implementations.

Compiles LaTeX source code into PDF documents, enabling professional technical and academic document creation.

Verifies and provisions Linux VM environments with required toolchains, ensuring CI-ready compliance and safe operation without secret handling.

Manages Git hooks for pre-commit and pre-push automation, ensuring code quality through linting, testing, and formatting before version control operations.

Optimizes embedding models and chunking strategies for semantic search and RAG applications in AI workflows.

Checks Background Process Manager status and confirms server availability for infrastructure monitoring and operational health.

Specialist in modern C++ (C++20/23) development, covering RAII, smart pointers, concepts, ranges, modules, and CMake for high-performance applications.

Provides guidance for safe memory management in C programs, handling malloc/free operations and preventing common memory safety issues.

Provides industry-standard guidelines for writing maintainable, efficient, and robust Python code suitable for production environments.

Optimizes SQL queries for speed using EXPLAIN analysis, indexing strategies, and query rewriting across PostgreSQL, MySQL, and SQLite.

A utility for generating, extracting text, and manipulating PDF documents using JavaScript libraries like pdf-lib and PDFKit.

Protects APIs from brute force attacks, spam, and resource abuse through configurable rate limiting implementation.

Automates Git commits in atomic, dependency-ordered units to maintain a clean and logical commit history.

Framework for generating high-quality sentence, text, and image embeddings using pre-trained models, optimized for RAG, semantic search, and similarity tasks in production environments.

Provides setup and management of MailHog, a local email testing server for capturing and inspecting emails during development.

Guides implementation of asyncio patterns in Python for non-blocking, high-performance backend services and APIs.

Enables efficient data manipulation, statistical analysis, and visualization using Pandas, NumPy, and Matplotlib for data science workflows.