全部能力

Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer…

Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device…

Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns

使用 Model Studio DashScope SDK 通过 Qwen 图像生成模型（qwen-image、qwen-image-plus、qwen-image-max、qwen-image-2.0 系列及…

Implement backup and restore strategies for disaster recovery. Use when creating backup plans, testing restore procedures, or setting up automated backups.

GitHub workflow automation, PR management, issue tracking, and code review coordination. Integrates with GitHub Actions and repository management. Use when: PR creation, code review, issue management, release automation, workflow setup. Skip when: local-only changes, non-GitHub repositories.

Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.

Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development,…

Master context engineering for AI agent systems. Use when designing agent architectures, debugging context failures, optimizing token usage, implementing memory systems, building multi-agent coordination, evaluating agent performance, or developing LLM-powered pipelines. Covers context fundamentals, degradation patterns, optimization techniques (compaction, masking, caching), compression strategies, memory architectures, multi-agent patterns, LLM-as-Judge evaluation, tool design, and project development.

styled-components best practices for CSS-in-JS development in React applications

测试 Web 应用的 WCAG 合规性，确保残障用户的使用体验。适用于无障碍测试、a11y、axe、ARIA、键盘导航、屏幕阅读器兼容性和 WCAG 验证。

Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.

Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns.…

专业的党政机关公文写作指南。当用户需要撰写、修改或审核党政机关公文（如请示、通知、函、总结、纪要等）时使用。提供GB/T 9704-2012格式规范指导、常用公文模板、语言规范建议和公文质量检查。适用于以下场景：(1) 撰写新公文，(2) 修改完善公文，(3) 检查公文格式规范，(4) 提供公文写作指导，(5)…

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.

Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use…

每个产品都将由 AI 驱动。问题在于你是能正确构建它，还是交付一个在正式环境中崩溃的演示。本技能涵盖 LLM…

Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors. Use when: building agents with tools, voice agents with WebRTC, multi-agent workflows, or troubleshooting MaxTurnsExceededError, tool call failures, reasoning defaults, JSON output leaks.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to…

Implement performant responsive images with srcset, sizes, lazy loading, and modern formats (WebP, AVIF). Covers aspect-ratio for CLS prevention, picture element for art direction, and fetchpriority for LCP optimization. Use when: adding images to pages, optimizing Core Web Vitals, preventing layout shift, implementing art direction, or converting to modern formats.