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Production patterns for optimizing Apache Spark jobs including partitioning strategies, memory management, shuffle optimization, and performance tuning.

All three use EIP-1967 storage slots for the implementation address, admin, and beacon.

Enrich research documents by automatically searching and scraping web sources using the FireCrawl API. Extract research topics from markdown files and generate comprehensive research documents with source material.

Integrate code written in different programming languages to leverage their unique strengths and ecosystems.

Fal Generate \n Overview \n Generate images and videos using fal.ai AI models \n When to Use This Skill \n Use this skill when you need to work with generate images and videos using fal.ai ai models. \n Instructions \n This skill provides guidance and patterns for generate images and videos using fal.ai ai models. \n For more information, see the source repository .

[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and resolve production issues. The intelligent debugging strategy combines automated root cause analysis with human expertise, using modern 2024/2025 practices including AI code assistants (GitHub Copilot, Claude Code), observability platforms (Sentry, DataDog, OpenTelemetry), git bisect automation for reg

Model Context Protocol (MCP) enables Claude Code plugins to integrate with external services and APIs by providing structured tool access. Use MCP integration to expose external service capabilities as tools within Claude Code.

You are an expert at creating GitHub Actions workflows. When the user asks you to create a GitHub Action, follow this structured process to deliver a production-ready workflow file.