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Design a database layer from business requirements, access patterns, and expected growth. Compare database technologies, define tables and relationships, and plan indexes, caching, scaling, migrations, backups, and recovery with clear reasons and trade-offs.

中文简介正在准备中。当前显示英语简介。

• Choosing a database for a new service
• Designing tables, relationships, and indexes
• Planning database migrations and rollback procedures

Apply consistent coding practices across TypeScript, JavaScript, React, and Node.js projects. Get guidance on naming, types, error handling, API design, file organization, and tests to make code easier to read and maintain.

中文简介正在准备中。当前显示英语简介。

• Aligning coding conventions across a team
• Refactoring long functions and deeply nested code
• Reviewing React components and state updates

Document major technical decisions with their context, alternatives, reasoning, and consequences. The skill provides Architecture Decision Record templates and maintenance practices so teams can review past choices, track replacements, and explain decisions to new members.

中文简介正在准备中。当前显示英语简介。

• Recording reasons for technology choices
• Comparing design options and trade-offs
• Explaining past decisions to new team members

Plan backend services and APIs, from service responsibilities and interface definitions to authentication, failure handling, monitoring, and rollout. Produces architecture diagrams, API specifications, and documented tradeoffs based on business and operational requirements.

中文简介正在准备中。当前显示英语简介。

• Designing an order management API
• Defining responsibilities across multiple services
• Planning retries and timeouts for external integrations

Guides background processing in Node.js and TypeScript with BullMQ and Redis. Covers job queues, which hold tasks for later execution, along with scheduling, priorities, rate limits, worker concurrency, and dependencies between processing steps.

中文简介正在准备中。当前显示英语简介。

• Design a queue for background tasks
• Schedule jobs for later or repeated execution
• Organize dependent steps into a job flow

Investigate database slowdowns and plan measurable improvements to queries, indexes, caching, and scaling. The skill covers SQL and NoSQL systems, with guidance on monitoring, load testing, migrations, and balancing performance against cost.

中文简介正在准备中。当前显示英语简介。

• Analyze slow SQL queries and execution plans
• Resolve repeated database calls in APIs
• Plan indexes and caching for high traffic

Improve resumes for software engineering, technical product management, data, and DevOps roles. Organize technical skills, connect achievements to business results, and highlight projects in a format suited to applicant tracking systems, software used to process job applications, and recruiters.

中文简介正在准备中。当前显示英语简介。

• Organize technical skills for a target role
• Rewrite experience to show technical and business impact
• Choose projects to highlight during a career change

Design and implement machine learning systems for production use. Cover data preparation, training, prediction services, model comparisons, monitoring, and retraining, with attention to reliability, response time, resource costs, and both technical and business evaluation metrics.

中文简介正在准备中。当前显示英语简介。

• Designing a real-time recommendation service
• Comparing model versions with A/B testing
• Detecting changes in data and model performance

Build and operate AutoGPT agents that carry out multi-step workflows. Covers a visual editor for connecting processing blocks, scheduled and webhook triggers, deployment, execution monitoring, and benchmarks for evaluating agent performance.

中文简介正在准备中。当前显示英语简介。

• Build an AI workflow in a visual editor
• Run agents on a schedule or external event
• Add custom agent abilities with Forge

Connect cognee to additional databases and data sources through community packages. The skill covers installing and registering adapters, importing data through connectors, configuring monitoring, and developing extension packages with examples and tests.

中文简介正在准备中。当前显示英语简介。

• Connect cognee to Qdrant or another database
• Import data from Slack or Gmail
• Configure monitoring with Keywords AI

Choose an authentication flow for a Zoom integration, define scopes that control access, and understand token renewal. Use the reference examples and error tables to investigate failed authorization or token requests.

中文简介正在准备中。当前显示英语简介。

• Choosing authentication for Zoom backend automation
• Planning token renewal for a user-facing app
• Investigating redirect URI and authorization errors

Implement Zoom webhooks, HTTP notifications sent when events occur, such as meetings starting or recordings becoming available. Use reference guidance for event selection, subscriptions, signature verification, endpoint validation, delivery handling, and retries.

中文简介正在准备中。当前显示英语简介。

• Receiving notifications when cloud recordings are ready
• Choosing meeting and participant events to subscribe to
• Implementing webhook signature verification

Design and review system architecture, compare databases and structural approaches, and document technical decisions. Included tools generate architecture diagrams, inspect dependencies, and assess project structure to identify circular relationships, excessive coupling, and opportunities for improvement.

中文简介正在准备中。当前显示英语简介。

• Comparing monolith and microservices approaches
• Choosing a database for project requirements
• Generating diagrams from an existing project

Deploy n8n on a Linux server using Docker Compose and Caddy for automatic HTTPS. Covers single-instance setups, workers for parallel execution, secret management, deployment checks, updates, backups, and restoration.

中文简介正在准备中。当前显示英语简介。

• Installing n8n on a VPS
• Running workflows in parallel with workers
• Publishing n8n with automatic HTTPS

Build Python applications that collect live cryptocurrency prices, trades, and order books with Cryptofeed. Covers consistent data formats across exchanges, price comparisons, and writing incoming data to storage systems for monitoring and analysis.

中文简介正在准备中。当前显示英语简介。

• Monitoring prices across cryptocurrency exchanges
• Analyzing order book depth
• Analyzing executed trade flows

Design and implement Google Cloud serverless web apps with separate presentation, application, and data layers. Produces architecture diagrams, Terraform infrastructure code, deployment instructions, and validation scripts for private networking and controlled access between layers.

中文简介正在准备中。当前显示英语简介。

• Design a serverless web app with separate application layers
• Generate Terraform for private Cloud Run and Cloud SQL connections
• Plan regional data residency requirements

Design Redis caching, leaderboards, notifications, and message processing. Helps choose data structures, write Lua scripts for operations that run together without interference, and plan expiration, memory use, and persistence settings.

中文简介正在准备中。当前显示英语简介。

• Designing caches with expiration times
• Building leaderboards and request rate limits
• Processing messages with Redis Streams

Design structured summaries for long agent sessions that preserve goals, file changes, decisions, and next actions. Choose compression methods and timing, then test whether the agent can continue accurately without repeatedly retrieving information it already processed.

中文简介正在准备中。当前显示英语简介。

• Summarize long coding sessions for continuation
• Preserve file changes and decision history
• Create durable summaries for task handoffs

Configure ArgoCD in KubeSphere DevOps for GitOps, which keeps deployed applications aligned with configuration stored in Git. Covers application management, repository credentials, shared sign-in, multiple clusters, and troubleshooting synchronization problems.

中文简介正在准备中。当前显示英语简介。

• Deploy applications from configuration stored in Git
• Create applications through the tenant API
• Configure shared sign-in through Dex

Build AI agents by connecting workflow blocks in AutoGPT's visual editor. This skill covers multi-step automation, scheduled runs, webhooks that start work after external events, execution monitoring, and custom agent development.

中文简介正在准备中。当前显示英语简介。

• Build an AI workflow in a visual editor
• Start an agent when an external event occurs
• Run a multi-step workflow on a schedule

Build, test, and format CubeSandbox components using make targets and a Docker builder. Also covers the web dashboard’s development workflow, API type synchronization, and troubleshooting for missing services, outdated build tools, and environment requirements.

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• Build all components or a specific CubeSandbox component
• Run component tests or a single targeted test
• Format Go and Rust code and lint the web interface

Build real-time messaging with WebSocket or Socket.IO, including authentication, chat rooms, online status, and reconnection. Provides server and client code, plus guidance on using Redis to share messages across multiple servers and monitor connections.

中文简介正在准备中。当前显示英语简介。

• Building chat and live-update features
• Managing rooms and online user status
• Handling reconnection and queued messages

Write and revise Chinese technical documentation using consistent spacing, punctuation, terminology, and structure. Includes README.md and API documentation templates, bilingual formatting examples, and a checklist for reviewing documents before publication.

中文简介正在准备中。当前显示英语简介。

• Standardizing spacing and punctuation in Chinese documents
• Writing a Chinese README.md
• Organizing API documentation in Chinese and English

Write Chinese code review feedback that clearly distinguishes required fixes, suggestions, and optional advice. Use question and suggestion templates, organize review summaries, and follow guidance for mixed Chinese-English comments and commit messages.

中文简介正在准备中。当前显示英语简介。

• Writing Chinese review comments with clear priorities
• Rephrasing blunt feedback as questions or suggestions
• Standardizing Chinese-English comments and commit messages