Skill UI

Guides users through compression optimizer scenarios within data pipelines, offering best practices, code templates, and validation steps for ETL, transformation, and streaming workflows.

Automates KPI definition tasks for data analytics teams, offering best-practice guidance, code templates, and validation to streamline SQL, visualization, and BI workflows.

Guides and automates Prefect Flow Builder tasks for data pipelines, offering best-practice patterns, production-ready code, configuration templates, and validation advice whenever you mention the tool or request pipeline help.

Automates report template creation within data analytics by guiding SQL, visualization, statistics, and BI best practices, generating ready-to-use configurations and validating outputs.

Automates spark job creation within data pipelines by guiding etl, transformation, orchestration, and streaming workflows; includes industry best practices, code templates, and validation to deliver production-ready jobs.

This skill guides users on how to search for physical monuments, memorials, or landmarks by linking them to their originating historical events. The core technique involves treating the historical event (e.g., a battle, a protest, a significant date) as the primary search anchor, and then locating the associated memorial or structure. It provides structured query templates and anti-patterns to ensure accurate, context-aware geographical and historical information retrieval.

A comprehensive guide and implementation template for building robust data ingestion pipelines into ClickHouse. Supports multiple sources including HTTP webhooks (with batching), Kafka streams, S3, and direct SQL inserts. Demonstrates best practices for data handling, such as deduplication using ReplacingMergeTree and monitoring query logs, ensuring reliable, scalable data analytics.

Generate inline SVG graphics using DAX measures that return SVG markup strings for Power BI reports. Supports table, matrix, card, image, and slicer visuals. Includes templates for common chart types and guidance on using UDF libraries.

A comprehensive, professional single-page dashboard template designed for administration and analytics. It features a fixed sidebar, top navigation bar, KPI card grid, and dedicated space for 1-2 main charts (line, bar, area). It is ideal for operational monitoring, business reporting, and visualizing key performance indicators.

A comprehensive template designed for quarterly financial reporting. It integrates key performance indicators (KPIs), revenue and burn charts, a detailed Profit & Loss (P&L) summary, top-line highlights, and future outlook sections. This is ideal for presenting structured financial performance to stakeholders.

This skill allows users to extract structured data (text, tables, attributes) from rendered web pages. It enhances traditional web scraping by ensuring all extracted strings pass mandatory AIDefence PII checks and prompt-injection gates before being stored or returned to the model. It supports building reusable extraction templates and running one-shot queries.

A comprehensive pre-submission audit checklist for authors preparing papers for the SIGMOD conference. It covers critical rules such as double-anonymous formatting, ACM template compliance, abstract-plus-COI pre-deadlines, and avoiding common desk-reject hazards. Use this guide to ensure your submission meets the rigorous technical and ethical standards required for top-tier data management publications.