Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
Data & Analytics
Data processing, analysis, visualization, and ML pipelines
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Data analysis best practices with pandas, numpy, matplotlib, seaborn, and Jupyter notebooks.
Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn,...
Implement analytics, data analysis, and visualization best practices using Python, Jupyter, and modern data tools.
Use when building interactive terminal dashboards or full-screen terminal applications; when implementing keyboard...
Write TypeScript and JavaScript code following Metabase coding standards and best practices. Use when developing or...
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and...
Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing...
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests,...
Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use...
Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and...
Add product analytics events to track user interactions in the Metabase frontend
Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and...
Expert SurrealDB developer specializing in multi-model database design, graph relations, document storage, SurrealQL...
Expert in SQLite embedded database development for Tauri/desktop applications with focus on SQL injection...
Expert in SQLCipher encrypted database development with focus on encryption key management, key rotation, secure...
Expert skill for implementing speech-to-text with Faster Whisper. Covers audio processing, transcription...
Expert in JSON-RPC 2.0 protocol implementation, message dispatching, error handling, batch processing, and secure...
Expert in graph database design and development with deep knowledge of graph modeling, traversals, query...
Expert FastAPI developer specializing in production-ready async REST APIs with Pydantic v2, SQLAlchemy 2.0,...
Expert in database schema design with focus on normalization, indexing strategies, FTS optimization, and...
Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying...
Common style patterns, layer configurations, and recipes for typical mapping scenarios including restaurant finders,...
Complete guide for using drift database library in Flutter applications. Use when building Flutter apps that need...