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Async Python Patterns workflow skill. Use this skill when the user needs Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
中文简介正在准备中。当前显示原文说明。
Specifies the preferred syntax for asynchronous operations using async/await and onMount for component initialization. This results in cleaner and more readable asynchronous code.
中文简介正在准备中。当前显示原文说明。
将无法独自判断的问题整理成供知情者填写的问卷。先确认回答者的角色及所需事实，再生成带回答栏的Markdown文档，用于书面答复或会议填写。
用于编写、审查和重构Rust代码，梳理所有权、错误处理、类型设计与并发处理，在兼顾安全性、性能和可维护性的同时减少不必要的复制。
围绕用户操作与可见结果，为React组件和钩子编写或修复测试，模拟网络响应并检查无障碍问题，同时判断哪些内容需要在真实浏览器中验证。
为Kotlin代码先编写测试，使用Kotest和MockK验证行为与依赖交互，涵盖异步测试、生成输入的属性测试及Kover覆盖率检查。
依据项目所用状态管理库的惯例审查Flutter/Dart代码，从界面结构、异步操作到性能、测试、无障碍和安全性，帮助发现应用中的问题。
为FastAPI应用开发与审查提供支持，涵盖项目结构、输入验证、身份验证、权限检查、异步处理、数据库更新及测试的设计与实现。
使用 Kotlin Coroutines 和 Flow 实现 Android 与 Kotlin Multiplatform 的异步任务和数据更新，涵盖并行加载、界面状态、取消、错误处理及测试。
在编写或审查Dart和Flutter代码时，参考状态管理、页面导航、网络通信、错误处理和测试的实现模式，处理空值与异步任务，并整理应用结构。
按顺序追踪按钮和表单操作引发的状态变化，排查共享状态被意外重置、异步处理竞争等导致界面行为异常的原因，并提出具体修复方案。
指导通过评价回答的强化学习对大语言模型进行后训练。结合Megatron-LM与SGLang，涵盖数据准备、并行执行及自定义生成流程。
Debug Node.js from the terminal by pausing execution, inspecting variables, and tracing function calls. Use interactive commands or scripts to investigate failing tests, collect runtime state, and capture CPU profiles or memory snapshots.
中文简介正在准备中。当前显示英语简介。
为现有OD Next计划准备所需图片等素材，复用已确认可用的功能和合适素材，完成获取、尺寸检查及异步结果收集，同时保留内容、许可与质量要求。
Run and manage an agent in Anthropic's cloud for long or asynchronous tasks. Create a session with packages and tools, send work, inspect status and activity, continue with saved files and conversation, then terminate the session.
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Find and fix JavaScript memory leaks that accumulate as people use a web app. Review event listeners, timers, retained page elements, and outdated asynchronous tasks, then explain how to verify cleanup in the browser.
中文简介正在准备中。当前显示英语简介。
Integrate FLUX image generation and editing into applications through the BFL API. The guide covers authentication, checking asynchronous results, completion notifications through webhooks, request limits, error handling, regional endpoints, and downloading generated images before their URLs expire.
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Investigate crashes, hangs, incorrect responses, and other failures by testing hypotheses against observed runtime behavior. Confirm the cause, verify the fix with a reproducing test, check the real workflow, and remove temporary debugging artifacts.
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Implement .NET workflows for Azure AI Foundry projects, including agent creation, resource connections, dataset uploads, model deployment inspection, search index management, and evaluations. Examples also cover authentication, asynchronous operations, and resource cleanup.
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Implement SMS notifications, verification code delivery, and bulk messaging in Java with Azure Communication Services. Covers authentication, asynchronous sending, per-recipient results, error handling, and delivery reports received through Azure Event Grid.
中文简介正在准备中。当前显示英语简介。
Build text translation into Python applications with Azure AI Translator. Covers translation into multiple languages, language detection, transliteration to another writing system, dictionary entries, usage examples, and asynchronous requests for handling larger workloads.
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Generate images and videos through Atlas Cloud by checking each model’s input requirements before submission. Guides the agent through sending a request, checking progress within a time limit, and downloading and validating the resulting media.
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Design and build Apify integrations for workflow platforms, AI agents, AI frameworks, or applications. Follow guidance for authentication, asynchronous cloud task execution, result retrieval, spending limits, error handling, testing, and release preparation.
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Automate Amplitude tasks through Rube MCP and Composio. Send tracking events, retrieve user activity, update user properties, and manage cohorts, saved groups of users, with checks for identifiers and asynchronous update status.
中文简介正在准备中。当前显示英语简介。