Skill UI

This comprehensive guide details the expertise needed for a Senior Data Engineer. It covers building, optimizing, and governing scalable data pipelines and robust ETL/ELT systems using modern tools like Spark, Kafka, Airflow, and dbt. Includes decision frameworks for architecting data solutions (Batch vs Streaming, Lakehouse vs Warehouse) and implementing advanced data modeling patterns.

Guides senior data scientists through designing controlled experiments, engineering structured features, training ML models, and translating results into decisions using Python, R, SQL, and tools like Scikit-learn, XGBoost, and MLflow.

This comprehensive guide provides a phased strategy for migrating error tracking services from legacy tools like Rollbar, Bugsnag, or New Relic to Sentry. It covers crucial steps including concept mapping between diverse providers, implementing safe parallel reporting (dual-write), validating data parity via API comparison, and performing the final cutover to ensure continuous monitoring and zero downtime.

This skill guides you through advanced integration patterns to connect Sentry with your full observability stack. Learn how to correlate error events from structured loggers (like Winston/Pino) using Event IDs, track business metrics (counters, gauges) within Sentry, and link performance data across multiple tools (Grafana, Datadog). Achieve end-to-end visibility, ensuring every error is tied back to its root cause and business context.

Automate SharePoint libraries, sites, lists, and content via the Composio share_point toolkit through Rube MCP, following tool discovery, schema validation, and bulk workflows while keeping connections active and searching tools first.

Automates Shopify tasks via Composio's Rube MCP toolkit, covering product, order, customer, collection, and inventory workflows using the provided Shopify tools after discovering the current schemas.

Guides connecting to Rube MCP and Composio's Shorten Rest toolkit, searching tools first, verifying active connections, and executing workflows via RUBE_MULTI_EXECUTE_TOOL with correct schemas, memory, and session handling for Shorten Rest automation tasks.

Automates Signpath tasks by orchestrating Composio tools through Rube MCP, detailing how to discover tool schemas, manage connections, execute workflows, and avoid schema-related pitfalls to keep automation reliable.

Automate Simla Com operations through Rube MCP and Composio by discovering live tool schemas, validating Simla Com connections, and running schema-compliant workflows with RUBE_SEARCH_TOOLS, RUBE_MANAGE_CONNECTIONS, and RUBE_MULTI_EXECUTE_TOOL.

Automate Simplesat through the Rube MCP-composed Composio toolkit: discover up-to-date tool schemas, ensure connections are active, and execute workflows with the recommended Rube commands so schema-sensitive operations stay reliable.

Automates Slack messaging, search, channel management, reactions, and threads via Rube MCP (Composio), enabling scripted posts, queries, and workspace ops once RUBE_SEARCH_TOOLS and Slack connections are active.

Provides a comprehensive guide and framework for building robust, production-grade Slack applications. Utilizes the recommended Bolt framework to handle authentication, event routing, and request verification across Python, JavaScript, and Java. Covers advanced topics like interactive UI design using Block Kit, implementing slash commands, managing OAuth flows, and integrating with Workflow Builder. Ideal for developers building sophisticated, enterprise-level team communication tools.