雲端服務

Use CloudBase HTTP API to access CloudBase platform features (database, authentication, cloud functions, cloud hosting, cloud storage, AI) via HTTP protocol from backends or scripts that are not using SDKs.

Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods

Generate Azure DevOps CLI commands for automation and scripting. Use when automating Azure DevOps operations via CLI.

This skill provides comprehensive knowledge for working with the Anthropic Messages API (Claude API). It should be used when integrating Claude models into applications, implementing streaming responses, enabling prompt caching for cost savings, adding tool use (function calling), processing images with vision capabilities, or using extended thinking mode.Use when building chatbots, AI assistants, content generation tools, or any application requiring Claude's language understanding. Covers both server-side implementations (Node.js, Cloudflare Workers, Next.js) and direct API access.Keywords: claude api, anthropic api, messages api, @anthropic-ai/sdk, claude streaming, prompt caching, tool use, vision, extended thinking, claude 3.5 sonnet, claude 3.7 sonnet, claude sonnet 4, function calling, SSE, rate limits, 429 errors

Especialista em Terraform e Infrastructure as Code para AWS, GCP, Azure e providers diversos

Enterprise-grade cloud architecture expertise with production-ready patterns for AWS (Lambda 3.13, ECS/Fargate 1.4.0, RDS, CDK 2.223.0), GCP (Cloud Run Gen2, Cloud Functions 2nd gen, Cloud SQL), Azure (Functions v4, Container Apps, AKS), and multi-cloud orchestration (Terraform 1.9.8, Pulumi 3.x, Kubernetes 1.34). Covers serverless architectures, container orchestration, multi-cloud deployments, cloud-native databases, infrastructure automation, cost optimization, security patterns, and disaster recovery for 2025 stable versions.

Write idiomatic Go code using Go 1.22+, net/http, goroutines, channels, and standard library. Use for Go files (.go), microservices, HTTP APIs, CLIs, concurrent systems, or cloud-native applications.

Build and deploy Coditect modules (backend, frontend+Theia combined) to GCP using Cloud Build. Use when deploying to GKE, troubleshooting builds, or optimizing build times.

This skill should be used when the user asks about "worker logs", "debug worker", "worker errors", "request analytics", "worker metrics", "performance monitoring", "error rate", "invocation logs", "troubleshoot worker", "worker analytics", or needs to debug and monitor Cloudflare Workers.

Deploy and manage Cloudflare Workers, Pages, KV, R2, and D1 using wrangler CLI or MCP server. Use when working with Cloudflare services, serverless functions, or edge deployments.

多服务调试技能：针对 Vercel + GCP Cloud Run 混合架构的调试工作流。Use when: 跨服务问题排查、日志聚合分析、服务间通信调试、生产环境故障定位。Triggers: "调试", "debug", "日志", "logs", "错误", "error", "服务", "service", "通信", "超时", "timeout"

Guide for implementing Cloudflare Browser Rendering - a headless browser automation API for screenshots, PDFs, web scraping, and testing. Use when automating browsers, taking screenshots, generating PDFs, scraping dynamic content, extracting structured data, or testing web applications. Supports REST API, Workers Bindings (Puppeteer/Playwright), MCP servers, and AI-powered automation. (project)

This skill provides comprehensive knowledge for integrating Vercel Blob object storage into Vercel applications. It should be used when setting up file uploads, managing images and documents, implementing CDN-delivered assets, or handling large files in Next.js serverless and edge functions.Use this skill when:- Setting up file uploads for Next.js applications (images, PDFs, videos)- Implementing client-side uploads with presigned URLs- Managing user-generated content (avatars, attachments, media)- Building file management features (list, download, delete)- Migrating from Cloudflare R2 to Vercel Blob- Encountering errors like "BLOB_READ_WRITE_TOKEN not set", "file size limit exceeded", or "client upload token errors"- Need simple object storage with automatic CDN distributionKeywords: vercel blob, @vercel/blob, vercel storage, vercel file upload, vercel cdn, blob storage vercel, client upload vercel, presigned url vercel, file upload nextjs, image upload vercel, pdf upload, video upload, user uploa

Master MongoDB Atlas cloud setup, cluster configuration, security, networking, backups, and monitoring. Get production-ready cloud database in minutes. Use when setting up cloud MongoDB, configuring clusters, or managing Atlas.

Map training to professional certification requirements including IT (CompTIA, AWS, Azure, Cisco), Project Management (PMI, PMP), Healthcare, Financial Services, and Teaching certifications. Use for certification-aligned training. Activates on "certification", "CompTIA", "AWS", "PMP", or "professional cert".

Configure multi-platform deployment for FastAPI applications including Docker containerization, Railway, DigitalOcean App Platform, and AWS deployment. Use when deploying FastAPI apps, setting up production environments, containerizing applications, configuring cloud platforms, implementing health checks, managing environment variables, setting up reverse proxies, or when user mentions Docker, Railway, DigitalOcean, AWS, deployment configuration, production setup, or container orchestration.

Production-ready Auth.js v5 setup for Next.js and Cloudflare Workers.Use when: setting up authentication, implementing OAuth/credentials/magic links,configuring D1 or PostgreSQL adapters, debugging session issues, migrating fromv4 to v5, fixing edge compatibility, troubleshooting JWT/database sessions,resolving AUTH_SECRET errors, fixing CallbackRouteError, or implementing RBAC.Covers: Next.js App Router & Pages Router, Cloudflare Workers + D1, OAuth providers(GitHub, Google, etc.), credentials auth, magic links, JWT vs database sessions,middleware patterns, role-based access control, token refresh, edge runtimecompatibility, and common error prevention.Keywords: Auth.js, NextAuth.js, authentication, OAuth, credentials, magic links,D1 adapter, Cloudflare Workers, Next.js middleware, JWT session, database session,refresh tokens, RBAC, edge compatibility, AUTH_SECRET, CallbackRouteError,CredentialsSignin, JWEDecryptionFailed, session not updating, route protection

Onboard company employees (Claude Code CLI users) to use gapless-crypto-clickhouse package with ClickHouse Cloud credentials. Use when company employee needs to set up ClickHouse Cloud access, mentions first-time setup, credential configuration, connection testing, or troubleshooting ClickHouse Cloud connections.

Firebase integration patterns for CJS2026 - Cloud Functions, Firestore operations, security rules, and authentication flows

Infrastructure as Code with Terraform for cloud Kubernetes clusters. Covers OKE (Oracle), AKS (Azure), GKE (Google) provisioning, multi-cloud patterns, and state management.