Backend

Export data to JSON format with proper formatting and structure. Use when generating JSON output files, creating API response payloads, formatting nested data structures, or converting between data formats.

Extract and transform data from JSON documents and API responses. Use this skill when parsing JSON files, extracting nested data using JSONPath or jq-like queries, flattening nested structures, or transforming JSON data for further processing.

Optimize supply chain network structures using mathematical programming. Use this skill when designing distribution networks, optimizing node locations, minimizing network costs, or solving multi-echelon supply chain problems.

Query and mutate data using GraphQL APIs. Use when working with GraphQL endpoints, building complex queries with nested relationships, implementing mutations, or handling GraphQL subscriptions.

Transform and map data between different schemas and formats. Use when converting CRM records between systems, normalizing field names, flattening nested structures, or applying business rules to data transformations.

Regular expression pattern matching. Use when parsing text, extracting patterns, or validating string formats.

Use edgeR for differential expression analysis of RNA-seq data with empirical Bayes methods.

Build web APIs using Flask framework with routing, request handling, and JSON responses. Use when creating REST APIs, web services, or HTTP endpoints.

Parse, transform, validate, and generate JSON data structures. Use when reading JSON configuration files, processing API responses, extracting nested data, or converting between JSON and other formats.

Transform data between formats. Use when converting API responses, mapping fields, or reshaping data.

Parse, validate, and serialize JSON data structures in Python. Use when working with JSON files, API payloads, or converting between JSON and Python objects.

Parse text with regular expressions. Use for extracting patterns, validating formats, or text search.

Parse, transform, and extract data from JSON files and strings. Use when reading invoice data from JSON files, extracting nested fields, validating JSON structure, or converting JSON to other formats.

Send messages and notifications to Slack channels using webhooks and APIs. Use when posting invoice alerts to team channels, sending payment notifications, automating status updates, or integrating invoice workflows with Slack.

Use FastTree for rapid approximate maximum-likelihood phylogenetic tree construction.

Query search APIs to find relevant web content and retrieve structured results. Use when searching for web pages, finding articles or documents by topic, or aggregating search results from multiple queries.

LLVM IR generation and optimization. Use when generating LLVM intermediate representation, performing compiler optimizations, or targeting multiple architectures.

Process RNA-seq data from raw reads through alignment and quantification to expression analysis.

Target code emission and optimization. Use when generating WebAssembly Text format (WAT), translating AST to output code, or implementing compiler backends.

Direct Python API for Gmsh mesh generator. Use for fine-grained control over meshing, physical groups, and mesh algorithms. Provides full access to Gmsh functionality beyond pygmsh wrapper.