Data & Analytics

majiayu000 Bundle

Design a MotherDuck-backed customer-facing analytics app. Use when building embedded or product analytics for external users and the decision depends on per-customer isolation, backend routing, service-account boundaries, read scaling, or Hypertenancy-style patterns.

majiayu000 Bundle

Work with Tautulli analytics integration for Plex streaming metrics. Use when building analytics features, adding charts, fetching streaming data, working with watch history, or analyzing user activity patterns. Covers both the Tautulli client (API communication) and analytics module (data collection and storage).

majiayu000 Bundle

Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. This should trigger for requests such as Review JDBC or SQL data access in a Quarkus project; Improve transactions and parameter binding for Quarkus JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix CDI self-invocation bypassing @Transactional in Quarkus. Part of cursor-rules-java project

majiayu000 Bundle

Convert IBM DB2 DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from DB2 to dbt code, generating schema.yml files with tests and documentation, or migrating DB2 SQL to follow dbt best practices.

majiayu000 Bundle

Security audit worker (L3). Scans codebase for hardcoded secrets, SQL injection, XSS, insecure dependencies, missing input validation. Returns findings with severity (Critical/High/Medium/Low), location, effort, and recommendations.

majiayu000 Bundle

Import RAO (Response Amplitude Operator) data from external sources including AQWA, OrcaFlex, and CSV files. Includes validation, interpolation, and conversion for OrcaFlex vessel type creation.

majiayu000 Bundle

Comprehensive GitHub code review with AI-powered swarm coordination

majiayu000 Bundle

Design or redesign a MotherDuck Dive as a responsive, reusable analytics interface. Use when a Dive must be mobile-friendly from the start, support light and dark modes, reserve space for filters, use restrained Power BI-style information design, embed small charts inside metric components, or work across customers without one-off layout changes.

majiayu000 Bundle

Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO projections (project(Class)), pagination (Page.of()), N+1 avoidance (JOIN FETCH), optimistic locking (@Version / OptimisticLockException), @NamedQuery for validated reusable queries, transactions, @TestTransaction for test isolation, and immutable-friendly patterns. This is the Quarkus analogue to Spring Data for relational persistence. This should trigger for requests such as Review Panache entities or repositories in Quarkus; Improve Hibernate ORM data access with Panache; Add DTO projections, JOIN FETCH, pagination, or optimistic locking to Panache queries; Fix N+1 query problems or add @Version concurrency control in Quarkus Panache. Part of cursor-rules-java project

majiayu000 Bundle

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

majiayu000 Bundle

Roll out self-serve analytics on MotherDuck for internal teams. Use when deciding the first governed dataset, the first Dive or share, ownership boundaries, and the rollout path from one audience to broader adoption.

majiayu000 Bundle

Create, organize, read, update, and govern MotherDuck Guides. Use when an agent needs business definitions, join rules, data pitfalls, Dive or Flight conventions, or durable warehouse-native context attached to catalog objects.

majiayu000 Bundle

Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.

majiayu000 Bundle

Convert Oracle DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Oracle to dbt code, generating schema.yml files with tests and documentation, or migrating Oracle PL/SQL to follow dbt best practices.

majiayu000 Bundle

Convert Sybase IQ DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Sybase IQ to dbt code, generating schema.yml files with tests and documentation, or migrating Sybase SQL to follow dbt best practices.

majiayu000 Bundle

Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

majiayu000 Bundle

Convert Vertica DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Vertica to dbt code, generating schema.yml files with tests and documentation, or migrating Vertica SQL to follow dbt best practices.

majiayu000 Bundle

Convert Google BigQuery DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from BigQuery to dbt code, generating schema.yml files with tests and documentation, or migrating BigQuery SQL to follow dbt best practices.

majiayu000 Bundle

Convert PostgreSQL/Greenplum/Netezza DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from PostgreSQL, Greenplum, or Netezza to dbt code, generating schema.yml files with tests and documentation, or migrating PostgreSQL SQL to follow dbt best practices.

majiayu000 Bundle

Convert Amazon Redshift DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Redshift to dbt code, generating schema.yml files with tests and documentation, or migrating Redshift SQL to follow dbt best practices.

majiayu000 Bundle

Convert Teradata DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Teradata to dbt code, generating schema.yml files with tests and documentation, or migrating Teradata SQL to follow dbt best practices.

majiayu000 Bundle

Toolkit for comprehensive Spreadsheet reading, creation, editing, and analysis with visual quality control. Use to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing tabular data, (3) Modifying existing spreadsheets while preserving formulas, (4) Building financial models with proper formatting, (5) Data visualization with in-sheet charts, or any other spreadsheet tasks.

majiayu000 Bundle

Generates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.

majiayu000 Bundle

Convert Snowflake DDL to dbt models. This skill should be used when converting views, tables, or stored procedures from Snowflake to dbt code, generating schema.yml files with tests and documentation, or migrating existing Snowflake SQL to follow dbt best practices.

majiayu000 Bundle

Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning

majiayu000 Bundle

Toolkit for comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. Use to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

majiayu000 Bundle

Roll out self-serve analytics on MotherDuck for internal teams. Use when deciding the first governed dataset, the first Dive or share, ownership boundaries, and the rollout path from one audience to broader adoption.

majiayu000 Bundle

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

neuralblitz Skill

Pandas Skills

neuralblitz Skill

Amazon Redshift data warehouse, columnar storage, and petabyte-scale analytics

neuralblitz Skill

Distributed search and analytics engine with full-text search, log aggregation, and real-time data exploration capabilities

neuralblitz Skill

Core foundational concepts and principles for Pandas