Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer…
Configures Neon Serverless Driver for Next.js, Vercel Edge Functions, AWS Lambda, and other serverless environments.
Neon's official MCP server translates natural language requests into Neon API calls, letting AI agents create projects, manage branches, run SQL queries, and perform database…
Creates and manages ephemeral Neon databases for testing, CI/CD pipelines, and isolated development environments.
Receive and verify Neon Auth webhooks. Use when setting up Neon webhook handlers, debugging Ed25519 / detached JWS signature verification, or handling Neon Auth events like…
Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
Manage Neon serverless Postgres databases. Create projects, branches, databases, and execute queries.
Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
在为 `@nest-boot` 服务端项目编写、暴露或重构 GraphQL 端点（Resolver, Input, Args, Connection 等）时，或者在使用 `@nest-boot/graphql` 和 `@nestjs/graphql` 依赖库时，必须使用且严格参考本项接口网关架构解耦与防腐规范。
ACTIVATE when writing domain layer code in a NestJS project, defining ports/adapters, or structuring bounded contexts as NestJS modules.
NestJS architecture including modules, dependency injection, guards, interceptors, and microservices patterns.
Guia arquitetural para desenvolvimento NestJS com DDD, Clean Architecture e padrões avançados. Use quando codificar serviços, módulos, agregados, use cases ou refatorar código…
Designs and reviews NestJS application architecture using cohesive feature modules, modular monoliths, layered or hexagonal boundaries, dependency inversion, and pragmatic…
NestJS backend architecture for multi-tenant SaaS. Use for third-party API providers, Prisma or ZenStack setup, multitenancy, authentication, RBAC or policies, and repositories.
Provides comprehensive NestJS best practices including modular architecture, dependency injection scoping, exception filters, DTO validation with class-validator, and Drizzle ORM…
Implement BullMQ job workflows in NestJS. Use when building queue processors, redis-throttler, Upstash limits, idle polling, stalled jobs, and retention policies.
Provides comprehensive code review capability for NestJS applications, analyzing controllers, services, modules, guards, interceptors, pipes, dependency injection, and database…
Full Docker setup for NestJS API + PostgreSQL + pgAdmin. Load when working with Docker, database connections, or running the full stack locally.
You are an expert in Nest.js with deep knowledge of enterprise-grade Node.js application architecture, dependency injection patterns, decorators, middleware, guards, interceptors,…
Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integr — from…
Aplica padrões de excelência em testes com NestJS e Jest seguindo Clean Architecture, DDD e boas práticas de testabilidade.
Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns.
Applies pragmatic OOP, SOLID, object-design rules, and design patterns to NestJS and TypeScript code.
中文优先：用于NestJS模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and…
NestJS is a progressive Node.js framework built with TypeScript, inspired by Angular. It provides dependency injection, modular architecture, and supports REST, GraphQL,…
Write Unit and E2E tests with Jest, mocking strategies, and database isolation in NestJS. Use when writing NestJS unit tests, E2E tests with supertest, or mock providers.
NetBird creates encrypted WireGuard-based overlay networks with SSO, MFA, and granular access controls.
Netflix OCI (Observational Causal Inference) Actor-Critic Engine, Target Trial Emulation (TTE), Propensity Score Inverse Weighting, Placebo Invariant Testing & Sensitivity…
Framework-specific delta on rest-api-architect — Go stdlib net/http (Go 1.22+ ServeMux, no router) on Go 1.26.
Guide for using Netlify AI Gateway to access AI models. Use when adding AI capabilities or selecting/changing AI models. Must be read before choosing a model.
Guide for using Netlify Blobs object storage. Use when storing files, images, documents, or simple key-value data without a full database.
Guide for controlling caching on Netlify's CDN. Use when configuring cache headers, setting up stale-while-revalidate, implementing on-demand cache purge, or understandin — from…
Reference for netlify.toml configuration. Use when configuring build settings, redirects, rewrites, headers, deploy contexts, environment variables, or any site-level con — from…
Guide for using Netlify DB (managed Neon Postgres). Use when the project needs a relational database, structured data storage, SQL queries, or data that will grow over time.
Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview a — from…
Netlify development best practices for serverless functions, edge functions, Blobs storage, build configuration, and deployment workflows.
Guide for writing Netlify Edge Functions. Use when building middleware, geolocation-based logic, request/response manipulation, authentication checks, A/B testing, or any — from…
Guide for using Netlify Forms for HTML form handling. Use when adding contact forms, feedback forms, file upload forms, or any form that should be collected by Netlify.
Guide for deploying web frameworks on Netlify. Use when setting up a framework project (Vite/React, Astro, TanStack Start, Next.js, Nuxt, SvelteKit, Remix) for Netlify de — from…
Guide for writing Netlify serverless functions. Use when creating API endpoints, background processing, scheduled tasks, or any server-side logic using Netlify Functions — from…
Use when the task involves authentication, user signups, logins, password recovery, OAuth providers, role-based access control, or protecting routes and functions.
Guide for using Netlify Image CDN for image optimization and transformation. Use when serving optimized images, creating responsive image markup, setting up user-uploaded — from…
Netlify Site Manager is built around Netlify deployment platform. The underlying ecosystem is represented by netlify/cli (1,837+ GitHub stars).
Multi-vendor network device SSH automation using Python Netmiko — connecting, sending commands, parsing output, handling enable mode, error handling, and batch operations across…
Reviews NetSuite enterprise architecture decisions — SuiteCloud platform design, integration topology (REST/RESTlet/SOAP migration), OneWorld multi-subsidiary layout, SDF project…
Evaluates live NetSuite mutation requests against a structured authorization checklist covering blast-radius, rollback, human decision ownership, and integration posture.
Static review flashlight for SuiteCloud Development Framework project structure, deployment controls, and environment promotion governance.
Flashlight skill for static security review of SuiteScript 2.x code against OWASP Top 10 (2021) pitfall patterns (OSCP-001 through OSCP-048), extended with Vanguard severity…
Pre-deployment validation of Cisco IOS/IOS-XE configuration — catching missing saves, mismatched ACLs, overlapping subnets, duplicate IPs, missing route-maps, and dangerous…
Debug network issues using browser tools and network analysis. Diagnose connection problems, latency, and data transmission issues.
🌐 CDN & Edge Networking — CDN & Edge Networking. Front Door/CloudFront/Cloud CDN, edge routing, caching, edge WAF.
Diagnose Windows network issues — ping, traceroute, DNS lookup, port scan, interface info, and connection testing via PowerShell
Use when debugging API calls, checking network requests, inspecting HTTP traffic, finding failed requests, analyzing response data, or investigating API errors.
Network Latency Tester - Auto-activating skill for Performance Testing. Triggers on: network latency tester, network latency tester Part of the Performance Testing skill category.
Network latency simulation and testing for measuring application behavior under various network conditions including high latency, packet loss, and bandwidth constraints.
Use when you have constructed a NetworkX graph with LC-MS features as nodes and need to annotate each node with metadata derived from the MamsiStructSearch output (assay source,…
Use when you have an untargeted metabolomics dataset with a two-layer network topology already constructed (one layer representing biochemical knowledge/pathways, the other…
Expert on Shelby Protocol network infrastructure, RPC servers, storage providers, Cavalier implementation, tile architecture, performance optimization, connection management, and…
Conception et déploiement de VPN incluant WireGuard, OpenVPN, IPSec pour les architectures site-to-site et remote access.
NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. — from networkx/networkx