Use this skill when asked about data virtualization, Trino, Presto, Starburst, Dremio, query federation, federated query, cross-source join, pushdown, connector, or data lake query engine. This skill enforces: Trino/Presto architecture (coordinator/worker), connector patterns for query federation, query pushdown…
Use this skill when asked about data warehouse, Snowflake, BigQuery, Redshift, star schema, snowflake schema, OLAP, dimensional modeling, fact tables, dimension tables, or data warehouse optimization. This skill enforces: dimensional modeling with star schema, platform-specific partitioning and clustering…
Use this skill when designing dimensional data models — Kimball star schemas, Data Vault 2.0, slowly changing dimensions, fact table design, or bus matrix development. This skill enforces: Kimball 4-step methodology (business process, grain, dimensions, facts), star schema design with conformed dimensions, SCD Type…
Use this skill when designing distributed compute for Hadoop MapReduce, Spark, Dask, Ray, YARN, or K8s resource management. This skill enforces: execution model selection, cluster topology, shuffle optimization, data locality, speculative execution, and resource tuning. Do NOT use for: single-node compute, GPU-only…
Use this skill when designing distributed storage for HDFS, S3, ADLS, GCS, MinIO, NFS, or any distributed file system for data workloads. This skill enforces: storage backend selection, data durability and replication, file format selection, partitioning and compression, lifecycle policies, storage tiering, and cost…
Use this skill when asked about ETL, ELT, data pipeline, Airflow, dbt, data transformation, data ingestion, batch processing, or pipeline orchestration. This skill enforces: pipeline architecture with Airflow DAG design, dbt transformation with incremental loading, error handling with retry and dead-letter, data…
Use this skill when asked about feature store, Feast, Tecton, feature engineering pipeline, online/offline serving, feature registry, point-in-time joins, feature serving, feature retrieval, ML feature pipeline, or feature management. This skill enforces: Feast deployment for feature management with offline and online…
Use this skill when asked about MongoDB, Cassandra, DynamoDB, Couchbase, CosmosDB, NoSQL, document database, wide-column, key-value, consistency model, CAP theorem, sharding, or denormalization. This skill enforces: NoSQL type selection (document, key-value, wide-column, graph), MongoDB aggregation pipeline and…
Use this skill when asked about reverse ETL, Census, Hightouch, Grouparoo, operational analytics, syncing data from warehouse to SaaS, warehosue-to-SaaS, operational data activation, data warehouse as source, sync configs, idempotent syncs, audience export, or data activation. This skill enforces: warehouse-first sync…
Use this skill when asked about Schema Registry, Avro, Protobuf, schema evolution, compatibility, Confluent Schema Registry, Apicurio, serialization, deserialization, or schema validation. This skill enforces: Schema Registry architecture and deployment, Avro/Protobuf/JSON Schema definition, compatibility modes…
Use this skill when asked about streaming, Kafka, Flink, Kinesis, stream processing, event stream, real-time, CDC, change data capture, message queue, or stream architecture. This skill enforces: Kafka topic design with partitioning strategy, Flink/ksqlDB stream processing with exactly-once semantics, Schema Registry…
Use this skill when addressing accessibility, a11y, WCAG compliance, screen reader support, keyboard navigation, color contrast, ARIA patterns, or inclusive design. This skill enforces: WCAG 2.2 AA compliance (AAA where possible), semantic HTML structure, correct ARIA patterns, keyboard interaction design, sufficient…
Use when the user asks about brand identity, brand guidelines, visual identity, brand strategy, logo usage, brand voice, or brand consistency. Do NOT use for: visual design (design-visual-design), design systems (design-design-systems), or UX research (design-ux-research).
Use when the user asks about information architecture, sitemaps, user flows, content hierarchy, navigation design, content organization, labeling, or taxonomy. Do NOT use for: UX research (design-ux-research), visual design (design-visual-design), or prototyping (design-prototyping).
Use when the user asks about motion design, animation, micro-interactions, Lottie, animation principles, UI animation, transition design, or motion guidelines. Do NOT use for: frontend animation implementation (frontend-animation), or visual design (design-visual-design).
Use this skill when planning UX research, user research, usability testing, user interviews, personas, user journeys, information architecture, or card sorting. This skill enforces: method selection (generative vs evaluative), structured interview protocols, usability test plans, persona templates, journey mapping…
Use when the user asks about visual design, color theory, typography, layout, visual hierarchy, spacing, proportion, or UI aesthetics. Do NOT use for: design systems (design-design-systems), UX research (design-ux-research), or prototyping (design-prototyping).
Cursor/AI MUST follow these rules when writing code for Multi-Agent systems (LangGraph, AutoGen, CrewAI).
★not rated 33 10d agoA18 tokens
originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: