AI Skills Registry

Query Catalog, database, and table metadata resources in Alibaba Cloud Data Lake Formation (DLF). Provides read-only queries via the DLF Ope

SQL injection playbook. Use when input reaches SQL queries, authentication logic, sorting, filtering, reporting, or DB-specific blind and ou

Design and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and refresh cadence

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

Design optimized database schemas for SQL and NoSQL databases including tables, relationships, indexes, and constraints. Creates ERD diagram

Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis acro

Guides Redis usage including data structures (strings, hashes, lists, sets, sorted sets), caching patterns, pub/sub, persistence (RDB/AOF),

Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF. Triggers when tasks involve groupby aggregations

When the user wants to optimize their subscription business end-to-end — from trial start through renewal, cancellation, and win-back. Use w

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakehold

Operate a Shopify store from the terminal with local sync, analytics, and bulk exports.

Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQue

When the user wants to plan, brief, source, or measure organic creator / influencer / UGC marketing for their app — including TikTok creator

Airflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods that need

Expert analytics engineering covering data modeling, dbt development, data transformation, and semantic layer management. Use when building

Inspects PostHog Web analytics Live tab data — current users online, last-30-minutes pageviews, top pages, referrers, devices, browsers, cou

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

Guides experiment state transitions: launching, pausing, resuming, ending, shipping variants, archiving, resetting, and duplicating. Covers

Auto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metri

Generates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review, Spotify Wra

PostHog analytics, event tracking, feature flags, dashboards

Change the sync configuration of an existing data warehouse schema — switch sync_type, pick a different incremental_field, set primary_key_c