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Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...

Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.

OKX-aggregated DeFi product discovery and execution — for users who want OKX to find and route to the best protocol, WITHOUT naming a specific DApp. **If the user names ANY third-party protocol/DApp as the destination (Polymarket, Aave, Hyperliquid, PancakeSwap, Morpho, Raydium, Curve, Compound, Pendle, Clanker, pump.fun, Lido, GMX, ether.fi, Kamino, Orca, Meteora, Uniswap, Spark, dYdX, Yearn, etc

Perform routine infrastructure maintenance: health checks, log rotation, certificate renewal, dependency updates, database maintenance, cache management, and capacity monitoring. Use when the user says 'check system health', 'rotate logs', 'update dependencies', 'check SSL certificates', 'database maintenance', 'clear cache', 'disk space', 'check service status', or 'infrastructure checkup'. Also

Deploy cloud-based AI agent swarms with event-driven workflow automation using Flow Nexus platform. Supports hierarchical, mesh, ring, and star topologies with E2B sandbox distribution.

Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

Salve o progresso atual no memory-keeper para evitar a perda de trabalho.

Replace with description of the skill and when Claude should use it.

Document ID management for Git repositories. Validates, assigns, and tracks immutable doc_ids across Markdown/YAML files. Use when working with doc_id, document IDs, "@see docid" references, document integrity validation, or shirushi commands.

Structured logging, metrics, distributed tracing, and alerting strategies

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

BigCommerce integration via Apideck's Ecommerce unified API — same methods work across every connector in Ecommerce, switch by changing `serviceId`. Use when the user wants to read, write, or sync orders, products, customers, and stores in BigCommerce. Routes through Apideck with serviceId "bigcommerce".