tanstack-query-standards
TanStack Query standards (keys, caching, invalidation, error handling)
Discover tools data engineering skills, compare source repositories and read the instructions for each workflow.
TanStack Query standards (keys, caching, invalidation, error handling)
ALWAYS USE when building semantic layer, working with metrics/dimensions, or integrating dbt with Cube consumption APIs. Use IMMEDIATELY when working with Cube REST API, GraphQL queries, or Postgres wire protoc...
ALWAYS USE when working with dbt models, SQL transformations, tests, snapshots, or macros. Use IMMEDIATELY when editing dbt_project.yml, profiles.yml, or creating SQL models. MUST be loaded before any transform...
Track complex, multi-session work with dependency graphs using beads issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For...
ALWAYS USE when building data lakehouse with DuckDB compute, configuring dbt-duckdb with Polaris plugin, or designing catalog-first architecture in floe-platform. Use IMMEDIATELY when reading/writing Iceberg ta...
ALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when creating/loading Iceberg tables, implementing schema evolution, querying historical snapshots,...
ALWAYS USE when working with Dagster assets, resources, IO managers, schedules, sensors, or dbt integration. CRITICAL for: @asset decorators, @dbt_assets, DbtCliResource, ConfigurableResource, IO managers, part...
ALWAYS USE when configuring Polaris catalog, managing namespaces, or setting up credentials in floe-platform. Use IMMEDIATELY when integrating DuckDB via dbt-duckdb plugin, configuring PyIceberg REST catalog, o...
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-perfo...
Database specialist covering PostgreSQL, MongoDB, Redis, and advanced data patterns for modern applications
Neon serverless PostgreSQL specialist covering auto-scaling, database branching, PITR, and connection pooling. Use when building serverless apps needing PostgreSQL, implementing preview environments, or optimiz...
Habilidades y lineamientos para manejar persistencia y caching de datos en dasboards con Streamlit.
Standardize Drizzle schema/migration/seed workflow for Viet K-Connect. Use when adding or changing DB tables, especially DB-driven visa rulesets and document templates (no hardcoding).
Statistical analysis and data exploration workflows for effective data-driven insights. Use when analyzing datasets, performing exploratory data analysis (EDA), statistical hypothesis testing, data visualizatio...
Plan and implement CRM Orbit data migrations for Automerge snapshots and Drizzle persistence, including schema additions, event payload changes, and backfills. Use when adding/removing fields, changing persiste...
Analyze and improve database performance through safe, measurable query, index, and configuration optimizations.
Write and maintain self-contained ExecPlans (execution plans) that a novice can follow end-to-end; use when planning or implementing non-trivial repo changes.
Database migration workflows, schema evolution strategies, and safe deployment practices
Performs data analysis and engineering tasks with a senior-level perspective, focusing on data quality, migration pipelines, SQL optimization, and business insights. Triggers when tasks involve database migrati...
High-performance JSON and CSV parsing library for Clojure. Use when working with JSON or CSV data and need fast in Clojure, efficient parsing/writing with a clojure.data.json/clojure.data.csv compatible API.
Expert skill for managing database operations, migrations, and schema updates. Use when working with SQLAlchemy models, database migrations, or debugging database issues.
Auto-execute when "[MEMORY_KEEPER_DELTA]" trigger detected
Prisma ORM patterns for MiGestion - multi-tenant queries, migrations, seed. Trigger: When writing Prisma queries, migrations, or schema changes.
Use when working with Supabase database queries, RLS policies, Edge Functions, migrations, real-time subscriptions, or storage. Ensures best practices for backend operations and data security.
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