data-engineering
185
executive-data-storytelling
Transform data into compelling executive narratives using the What/Why/Next framework from Gartner research
majiayu000
data-ai
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data-engineering
185
flowerpower
Create and manage data pipelines using the FlowerPower framework with Hamilton DAGs and uv. Use when users request creating flowerpower projects, pipelines, Hamilton dataflows, or ask about flowerpower configuration, execution, or CLI commands.
majiayu000
data-ai
data-engineering
185
flyway-migrations
Flyway database migrations - use for schema changes, data migrations, version management, and PostgreSQL DDL
majiayu000
data-ai
data-engineering
185
frappe-data-migration-generator
Generate data migration scripts for Frappe. Use when migrating data from legacy systems, transforming data structures, or importing large datasets.
majiayu000
data-ai
data-engineering
185
fvtt-data-migrations
This skill should be used when moving data between storage locations, changing data structures, renaming fields, or removing deprecated data. Covers schema versioning, safe migration methods, the Foundry unset operator, and idempotent migrations.
majiayu000
data-ai
data-engineering
185
gcp-bq-data-loading
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files. Covers bq load command, source formats, schema detection, incremental loading, and handling parsing errors.
majiayu000
data-ai
data-engineering
185
grey-haven-data-modeling
Design database schemas for Grey Haven multi-tenant SaaS - SQLModel models, Drizzle schema, multi-tenant isolation with tenant_id and RLS, timestamp fields, foreign keys, indexes, migrations, and relationships. Use when creating database tables.
majiayu000
data-ai
data-engineering
185
grey-haven-data-validation
Comprehensive data validation using Pydantic v2 with data quality monitoring and schema alignment for PlanetScale PostgreSQL. Use when implementing API validation, database schema alignment, or data quality assurance. Triggers: 'validation', 'Pydantic', 'schema', 'data quality'.
majiayu000
data-ai
data-engineering
185
implement-connector
Implement a Python connector that conforms to the LakeflowConnect interface for data ingestion.
majiayu000
data-ai
data-engineering
185
implementing-query-pagination
Implement cursor-based or offset pagination for Prisma queries. Use for datasets 100k+, APIs with page navigation, or infinite scroll/pagination mentions.
majiayu000
data-ai
data-engineering
185
instrumentation
Use when defining events, fields, and governance for GTM analytics pipelines.
majiayu000
data-ai
data-engineering
185
java-docker
Containerize Java applications - Dockerfile optimization, JVM settings, security
majiayu000
data-ai
data-engineering
185
julien-infra-jokers
Complete management for Jokers Hockey website - deployment, build checks, database migrations (Drizzle ORM), and PM2 process management. Use for any Jokers site operation.
majiayu000
data-ai
data-engineering
185
laravel-data-writer
Skill for creating and editing Spatie Laravel Data classes following Prowi conventions. Use when working with Data classes, DTOs, or data transfer objects. Enforces proper constructor-based properties, annotation-based validation, and Collection usage.
majiayu000
data-ai
data-engineering
185
litestream-coder
This skill guides configuring Litestream for continuous SQLite backup in Rails 8+ apps. Use when setting up production backups for SQLite databases (Solid Queue, Solid Cache, Solid Cable).
majiayu000
data-ai
data-engineering
185
local-first
Enforces local-first architecture principles for Breath of Now. Use this skill when working with data, state management, or sync features. Ensures IndexedDB (Dexie.js) is always the source of truth.
majiayu000
data-ai
data-engineering
185
azure-kusto
Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.
microsoft
data-ai
machine-learning
185
account-aware-training
Add account state (P&L, win rate, drawdown) to RL observations + drawdown penalty in rewards. Trigger when: (1) model needs account awareness, (2) training should penalize drawdowns, (3) upgrading obs_dim 5300→5600.
majiayu000
data-ai
machine-learning
185
add-awesome-tool
This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization
majiayu000
data-ai
machine-learning
185
agent-model-selection
Guidelines for selecting appropriate AI model (Sonnet vs Haiku) based on task complexity, ensuring cost efficiency while maintaining quality. Use when assigning work.
majiayu000
data-ai