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Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python

Connect Workers to PostgreSQL/MySQL with Hyperdrive's global pooling and caching. Use when: connecting to existing databases, setting up connection pools, using node-postgres/mysql2, integrating Drizzle/Prisma, or troubleshooting pool acquisition failures, TLS errors, or nodejs_compat missing. Prevents 11 documented errors.

Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

Expert guidance for Microsoft Dynamics 365 Business Central development using AL language and extensions

为大型数据集实现高效的分页策略，包括偏移量/限制（offset/limit）、游标（cursor-based）和键集（keyset）分页。适用于返回集合、管理大型结果集或优化查询性能的场景。

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use…

用于 data-ml-model 的 Agent 技能 - 通过 $agent-data-ml-model 调用

Teaches streaming server-side rendering for chunked HTML delivery. Use when you need faster Time to First Byte and First Contentful Paint by streaming HTML as…

Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.

Automatically searches prior art via SerpAPI and generates Chinese patent application forms. This skill should be used when the user wants to generate Chinese…

Frida 17 JavaScript API 兼容性检查与修复工具。在编写、审查或修复 Frida 脚本时使用，尤其是从旧版本 Frida 迁移时…

Implement comprehensive frontend testing using Jest, Vitest, React Testing Library, and Cypress. Use when building robust test suites for UI and integration tests.

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design…

Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.

How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.

Track build processing, find latest builds, and clean up old builds with asc. Use when managing build retention or waiting on processing.

编码助手技能 - 通过 $agent-coder 调用

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank,…

Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly…

This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed…