fastapi-transformers
在 FastAPI 中使用 Transformers 的 TextIteratorStreamer 实现非阻塞的异步流式响应,避免模型推理阻塞事件循环。
在 FastAPI 中使用 Transformers 的 TextIteratorStreamer 实现非阻塞的异步流式响应,避免模型推理阻塞事件循环。
提供使用C# HttpWebRequest和CookieContainer实现自动Cookie管理及会话保持的代码方案,适用于需要跨请求维持登录状态的场景。
通过 chrome-devtools-mcp 连接真实浏览器,跟踪 sign/enc/token 的生成链路,识别运行时入口函数与依赖,然后生成 JSRPC 注入代码、Flask 代理代码以及带校验输出的 Burp autoDecoder 对接文档,本skills只生成对应的代码,不会对未授权目标进行测试。
Guide for building web applications with the Kui framework. Use when writing Kui ASGI/WSGI handlers, defining routes, binding parameters, configuring OpenAPI docs, or working with middleware/dependency injection.
Use xurl to access AI agent conversations via agents:// URIs. Invoke when the user: gives an agents:// URI, a provider shorthand like provider/..., or a bare thread/session ID; mentions conversations, threads, or sessions from any AI coding agent; wants to search, read, summarize, compare, or continue agent threads; asks what they worked on, what an agent said, or references past agent interactions; wants to delegate work to or start a conversation in another agent.
Use when a planning or manager agent must maintain architecture, framework decomposition, TODO tables, and next-session objectives while also exploring missing context from the repository, official docs, external APIs, datasets, or similar open-source projects before handing concrete work to an execution agent.
Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equality, uniqueness constraints, relationships, fetch plans, and common ORM (Object-Relational Mapping) traps specific to Kotlin. Use when creating or reviewing JPA (Java Persistence API) entities, diagnosing N+1 or LazyInitializationException, placing indexes and uniqueness rules, or preventing Kotlin-specific bugs such as data class entities and broken equals/hashCode.
Add streaming SSR to a merjs page. Use when the user wants shell-first rendering, skeleton placeholders, or parallel data fetching that resolves inline.
埋点与指标设计方案生成器。从产品需求/核心链路出发,输出完整的埋点方案文档(事件、字段、触发时机、口径说明、QA 校验清单)。 触发条件:用户提到"埋点"、"tracking"、"事件设计"、"数据采集"、"上报方案"、"埋点方案"、"事件规范"、"字段设计"、"指标口径"、"数据验收"、"QA校验"等关键词。 也适用于:用户提供产品PRD/需求文档要求产出埋点方案;用户提供核心用户链路要求拆解事件;用户要求规范化事件命名或字段定义;用户要求设计数据验收方案。 典型输入:事件命名规范 + 字段字典 + 核心链路描述/流程图。 不适用于:纯数据分析(用 SPACE-analytics)、纯BI看板搭建、纯SQL查询编写。
Use only when the user explicitly invokes `$ralph-specum`, requests Ralph Specum in Codex, asks Ralph Specum to handle a named phase, or explicitly requests autonomous or quick mode or continuation without pauses.
. Use when working with the Case Conflict or when the user needs to interact with this API.
Provides comprehensive guidance for Express.js framework including routing, middleware, request handling, error handling, and API development. Use when the user asks about Express, needs to create HTTP servers, set up routes, implement middleware, or build REST APIs.
Provides comprehensive guidance for Fastify framework including routing, plugins, JSON schema validation, hooks, serialization, and performance optimization. Use when the user asks about Fastify, needs to create high-performance Node.js applications, implement plugins, or optimize API performance.
Provides comprehensive guidance for Koa.js framework including middleware composition, context API, async/await patterns, and application structure. Use when the user asks about Koa, needs to create lightweight Node.js web applications, implement middleware, or build APIs with Koa.
Provides comprehensive guidance for NestJS using the official documentation. Use when the user asks about NestJS architecture, controllers, providers, modules, middleware, guards, pipes, interceptors, dependency injection, GraphQL, WebSockets, microservices, OpenAPI/Swagger, security, or testing.
Provides comprehensive guidance for FastAPI framework including routing, request validation, dependency injection, async operations, OpenAPI documentation, and database integration. Use when the user asks about FastAPI, needs to create REST APIs, or build high-performance Python web services.
Configure Tauri v2 deep-linking plugin to handle custom URL schemes (e.g., myapp://) and route external URLs into the app. Use when registering custom protocols, routing deep link parameters to frontend views, or validating external input for security.
Serve your Tauri v2 frontend via a localhost server using the localhost plugin for frameworks requiring a server. Use when your frontend framework needs a local HTTP server, separating dev/production localhost behavior, or controlling port exposure.
Use when architecture docs exist and need to be hardened into API, storage, migration, protocol, roadmap, or ticket-level specifications for ClawdStrike work.
Use this skill when the user says 'webhook', 'webhook handler', 'webhook endpoint', 'receive events', 'HMAC verification', 'idempotency', or needs secure webhook handlers with signature verification, retry handling, and dead letter queues. Do NOT use for full n8n workflows or scheduled tasks.