data Skills

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictiv...

Generates deterministic seed data for development and testing with factory functions, realistic fixtures, and database reset scrip...

본 스킬은 대한민국 공공데이터포털(https://www.data.go.kr/)에서 제공하는 각종 공공데이터 API 를 사용하기 위한 설명입니다. 본 스킬은 공공데이터 개발 또는 공공 API 개발을 할 때 사용하면 됩니다.

Connect your own data source to replace the demo unicorns data. Use when the user wants to use their own database URL or CSV file...

Ensure Alpaca API is used for quality data, not yfinance fallback. Trigger when: (1) crypto volume filter fails unexpectedly, (2)...

Implement client-side data storage with localStorage, IndexedDB, or SQLite WASM. Use when storing user preferences, caching data,...

Data Story Outliner - Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story outliner Part of the...

This skill should be used when reading any tabular data file (Excel, CSV, Parquet, ODS). It automatically detects and fixes common...

Python data structure conventions for this codebase. Apply when choosing between Pydantic models, dataclasses, and other data cont...

Create Next.js data table pages with SSR initial load, SWR caching, and server-response-based UI updates. Use when asked to create...

Manage AI training data, monitor content freshness, detect repetition, and update training samples for continuous learning. Use wh...

Generate interactive validation reports with quality scoring, missing data analysis, and type checking. Combines Pandas validation...

Validate data against schemas, business rules, and data quality standards.

Provides expert design guidance for creating truthful, clear, beautiful data visualizations. Focuses on **DESIGN DECISIONS ONLY**—...

Data Visualization Helper - Auto-activating skill for Visual Content.Triggers on: data visualization helper, data visualization he...

Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports bar chart...

Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or ex...

Snowflake, BigQuery, Redshift, Delta Lake, and data warehouse design

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Expert for developing Streamlit data apps for Keboola deployment. Activates when building, modifying, or debugging Keboola data ap...

Standards for database interaction, connection pooling, and repository patterns in Golang.

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/G...

Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability config...

Use SQL (PostgreSQL) when:

Analyze and optimize database schemas, identify performance issues, and suggest improvements. Use when working with database struc...

Role assignment for Claude Agent

Backup database before tests, migrations, or other database operations

Prisma ORM best practices for Shopify apps including multi-tenant data isolation, query optimization, transaction patterns, and mi...

Plan and implement safe database schema changes including migrations, indexes, and backfills. Use when creating tables, adding col...

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

Expert in database schema design with focus on normalization, indexing strategies, FTS optimization, and performance-oriented arch...

> Schema tasarımı, migration ve query optimization rehberi.

Use when you need to work with database documentation.This skill provides automated documentation generation with comprehensive gu...

Domain specialist for data persistence, database design, query optimization, and data modeling. Scope: SQL injection prevention, i...

Advanced database design and administration for PostgreSQL, MongoDB, and Redis. Use when designing schemas, optimizing queries, ma...

Database design, optimization, and operations expert

REQUIRED before implementing any game feature, scoring logic, state transition, or decision-making. ALL business logic lives in Po...

Auto-invoke when reviewing schema design, database queries, ORM usage, or migrations. Enforces normalization, indexing awareness,...

Database schema design, migrations, query optimization with SQL, Exposed ORM, Flyway. Use for database, migration, schema, sql, fl...

Creates database schemas, migrations, queries, and data access layers. Use when implementing database-related tasks. Handles schem...

Understanding and implementing database locking mechanisms for concurrency control.

Specialized database operations for Chuukese language data including dictionary management, phrase collections, translation pairs,...

Comprehensive guide for database management patterns covering PostgreSQL and MongoDB including schema design, indexing, transactio...

Database schema migration patterns and best practices. Use when creating database migrations, implementing zero-downtime schema ch...

Use when creating database migrations. Prevents data loss, downtime, and performance issues. Supports PostgreSQL, MySQL, SQLite. P...

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures....

Safe database migration strategies for zero-downtime deployments. Covers backward-compatible changes, data migrations, and rollbac...

Create Prisma schema models with relations and indexes. Use when designing database schemas, adding models, or defining entity rel...