Use when you need to choose the right visualization for your data and question, then create a narrated report that...
Data & Analytics
Data processing, analysis, visualization, and ML pipelines
Create interactive charts for car registration and COE data visualization using Recharts. Use when adding new chart...
Create or update database seed scripts for development and testing environments. Use when setting up test data,...
Apply the professional Navy Blue colour scheme and design tokens. Use when styling components, charts, or ensuring...
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD,...
Comprehensive design architecture review for Python backend applications. Use this skill when users ask you to...
Database operations for SQLite, PostgreSQL, and MySQL. Use for queries, schema inspection, migrations, and...
Enforces a structural planning phase before execution. Generates and validates PLAN.json to ensure every task has a...
Queries data warehouse and answers business questions about data. Handles questions requiring database/warehouse...
Provision TiDB Cloud Serverless clusters and related resources. Use when creating, deleting, or listing...
Master Effect pattern matching using Data.TaggedEnum, $match, $is, Match.typeTags, and Effect.match. Avoid manual...
Implement typeclasses with curried signatures and dual APIs for both data-first and data-last usage
Implement caching strategies for improved performance. Use for reducing database load and speeding up responses.
Extract and validate data from requests including JSON, forms, query parameters, and path parameters. Use for...
Integrate databases with Salvo using SQLx, Diesel, SeaORM, or other ORMs. Use for persistent data storage and...
Implement Server-Sent Events for real-time server-to-client updates. Use for live feeds, notifications, and streaming data.
Drupal migration expertise. Use when working with D7-to-D10 migrations, CSV imports, JSON API imports, or custom...
Drupal security expertise. Auto-activates when writing forms, controllers, queries, or handling user input. Prevents...
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational...
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Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and...
Apple HealthKit framework for health and fitness data. Use for reading/writing health samples, workout data,...
Query Danish real estate data from Boliga.dk as pandas DataFrames. Use when the user asks about Danish property...
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu...