Use when building a GraphQL API backed by Neo4j using the Neo4j GraphQL Library: type definitions, @relationship directive, @cypher directive for custom resolvers, @authorization…
Use when building GraphRAG pipelines on Neo4j with the neo4j-graphrag Python package: VectorRetriever, VectorCypherRetriever, HybridRetriever, HybridCypherRetriever,…
Use when designing or reviewing a Neo4j graph data model: choosing node labels and relationship types, deciding what to embed vs reference, normalizing or denormalizing for…
[STATUS: confirmed] [CONFIDENCE: high] [VALIDATED: 2026-04-18] Проектирование Neo4j граф-схем: temporal properties, confidence tracking, безопасные миграции с rollback, индексы,…
Use when building Spring Boot applications with Neo4j using Spring Data Neo4j (SDN): @Node entity mapping, @Relationship, Neo4jRepository, ReactiveNeo4jRepository, @Query…
Fubon Neo (富邦新一代/富邦 API) Python SDK guidance focused on trading and market data workflows, including login, market data access, order placement, and locating the right docs/llms…
Coding partner for the Neoland AI agent platform. Directs all development dynamics: Rust control plane, Python DSPy pipeline, cross-boundary contracts, Ciclo-based cadence,…
Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration. — from engineering/databases
Manage Neon serverless Postgres — projects, branches, databases, roles, and connection strings. Use when an agent needs to create database branches, manage Neon projects, or get…
Neon serverless Postgres platform with branching, autoscaling, scale-to-zero, and edge-compatible drivers for modern application development
Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, database setup, or need a…
Sets up the full Neon JS SDK with unified auth and PostgREST-style database queries. Configures auth client, data client, and type generation.
The Neon MCP Server enables AI agents to manage serverless PostgreSQL databases through natural language via the Model Context Protocol.
Neon PostgreSQL serverless database - connection pooling, branching, serverless driver, and optimization. Use when deploying to Neon or building serverless applications.
Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, aut — from…
Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branchi — from…
Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments,…
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.
Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
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。
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…
Provides comprehensive NestJS best practices including modular architecture, dependency injection scoping, exception filters, DTO validation with class-validator, and Drizzle ORM…
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.
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.
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.
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.
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…
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
Network Latency Tester - Auto-activating skill for Performance Testing. Triggers on: network latency tester, network latency tester Part of the Performance Testing skill category.
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.
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Use when automating model architecture design, optimizing hyperparameters, or exploring neural network configurations - covers NAS algorithms, search spaces, Bayesian…
Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation.
Answer questions about a code repository in ~800 tokens instead of loading 50,000+ tokens of raw source.
Scaffold a new Architecture Decision Record in docs/adr/ with the repo's canonical format and the next available sequential number
Provides step-by-step templates and guidance for creating new AI agents in Unite-Hub with proper registration, testing, and governance
Use when the user wants to scaffold, bootstrap, or create a new Android project from scratch. Produces an opinionated single-module Compose app with Metro DI, Circuit (Slack)…
FastAPI 엔드포인트 스캐폴딩. 사용법: /new-api {module} {resource-name}. 예: /new-api kiis reputation-scores
Resolve "app novo não apareceu no ArgoCD" no lab. Use quando o aluno adicionou um app em gitops/apps/ e a Application não nasce, ou o sync dá PermissionDenied.