Arquitetura para criar ambientes isolados de agentes Hermes no mesmo servidor. Perfis, WhatsApp multi-numero, PM2, systemd e roteamento.
Use when working with the multi-tenant architecture — customer DB switching, FQDN routing, tenant isolation, or cross-tenant operations.
Tenant isolation, row-level security, shared/siloed schema patterns for SaaS platforms. Activate on: multi-tenant, tenant isolation, RLS, shared database, SaaS architecture,…
Complete knowledge base for building production-ready cross-platform TV applications with React Native - supporting Android TV, Apple TV, Fire TV (Fire OS & Vega OS), and Web TV…
Multiplayer game development principles. Architecture, networking, synchronization. — from ThaiQuangSon031108FSDev/AlgoSphere-Enterprise
Multiplayer game development principles. Architecture, networking, synchronization. — from bg-szy/TOP-SKILLS
Expert guide for designing and implementing Multiple Entry Points architecture in web applications / Panduan ahli untuk merancang dan mengimplementasikan arsitektur Multiple Entry…
Use when you have paired mass spectra and molecular structure datasets and need to train a model that jointly understands both modalities for tasks like structure elucidation.
Build standalone AI Agents with LLM direct-connect, tool calling, agentic loop, real-time status bar, permission system, and multi-provider support.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
Define and manage design tokens, apply token systems to existing codebases, and build design system foundations.
Use when a mutation-testing campaign produces a surviving mutant that LOOKS like a genuine test-coverage gap but cannot be killed by ANY falsifiable test in the current code…
Use when the user says "/decision", "/mxDecision", "document decision", "write an ADR", "record a decision", "architectural decision", "ADR", or otherwise wants to capture a…
Use when the user says "/designcheck", "/mxDesignChecker", "review the design", "check the spec", "review this ADR", "audit architecture", "second opinion on this code", or…
Manage myteam architecture and authoring decisions. Use when asked to create, update, remove, or reorganize roles/skills, decide top-level vs nested placement, or standardize…
Correctness invariants + architecture: adapter, coordinator, pgwire, peek paths, timestamp oracle. Trigger: questions about these subsystems — "how does coordinator work", "what…
Revue d'un workflow n8n existant de {{COMPANY_NAME}} contre les conventions du module 10-automatisations — architecture (Trigger → Validation → Traitement → Sortie → Error…
Comprehensive n8n workflow engineering support for creating production-ready workflows. Use when users need to generate n8n workflows, debug loop execution issues, implement…
UI architecture through Neo4j graph: navigation, components, form-domain mapping verification, deterministic screen state machines…
Production-grade Langfuse architecture patterns and best practices. Use when designing LLM observability infrastructure, planning Langfuse deployment, or implementing ent — from…
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy.
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy.
Knowledge base from the NASA Digital Engineering Acquisition Framework Handbook (NASA-HDBK-1004). Use for acquiring digital/model-based data under contract: the Data Requirements…
Knowledge base from the NASA Fault Management Handbook (NASA-HDBK-1002, Draft 2, April 2012). Use for the systems-engineering discipline of designing what a system does when it…
Knowledge base from the Expanded Guidance for NASA Systems Engineering (NASA/SP-2016-6105-SUPPL, Volume 1, March 2016) — the practitioner-depth supplement to the NASA SE Handbook.
NATS JetStream messaging for Vigil Guard 2.0+ migration. Use when implementing message queues, detection workers, request-reply API, async processing, Dead Letter Queues, or…
Generer Architecture Decision Records (ADR) med flerperspektiv-review tilpasset Nav
Use when designing a production Navan API integration architecture — API gateway, token management, data sync pipelines, ERP connectors, and monitoring stack.
Evaluate systems through an entropy/negentropy lens — is this system decaying or growing? Use when making architecture decisions, evaluating system health, or when the user…
Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.
Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox. Use when looking up architecture, plugin structure, or blueprint design.
Reference desk for NVIDIA Nemotron 3 Ultra (550B-A55B) — architecture, NVFP4 pretraining, SFT, MOPD (multi-teacher on-policy distillation), MTP boosting, quantization, inference.
Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
ACTIVATE when writing domain layer code in a NestJS project, defining ports/adapters, or structuring bounded contexts as NestJS modules.
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.
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.
Stores and updates Neuland team documentation in Outline via the neuland-outline MCP. Writes clear, professional German prose without version numbers or excessive technical…
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.
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
Scaffold a new architecture document. TOGAF ADM phase-aware (Phase A, B, C-Data, C-Application, D) with per-phase detailed templates loaded on demand.
CQRS dikey dilim (vertical slice) üretir: Command/Query + Handler + Validator + Result + testleri, projenin Clean Architecture + MediatR konvansiyonlarına birebir uyumlu.
Expert guidance for state management in advanced Next.js (App Router) projects: where state should live (server, URL, cookies, server-state cache, store, reducer, local), how to…
Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots.
Aftermarket cybernetic network device framework. nhero is the umbrella for all pill-dispenser-as-network-device modifications — from Hero Health hardware RE to PyHole DNS-style…
States load-bearing decisions, invariants, and weak points. Use when judging a design change. Do not use for gating; use night-market-change-control.
Domain knowledge for the nightly main-to-dev sync workflow. Covers merge strategy, CI architecture, failure investigation, and known issues.
Neural Integrated Memory Architecture — Graph-based memory with LadybugDB, semantic search, dynamic affect, lazy recall. Production-ready for AI agents. Learn more at nima-core.ai
Medical image segmentation with nnU-Net's self-configuring framework — auto-selects architecture, preprocessing, training for any modality.
NocoBase is the most extensible open-source no-code/low-code platform for building business applications.
Midnight node architecture, Substrate runtime, Polkadot SDK, pallets, consensus, AURA, GRANDPA, BEEFY, MMR, ledger storage, ParityDB, transaction lifecycle, ZK proof verification,…
MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys.
Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, offici — from…
Arquitectura del worker asincrónico de NotiChileC. 5 ciclos run-with-lock, FOR UPDATE SKIP LOCKED para concurrencia, saga coreografía vía DB, at-least-once delivery con dedup,…
Comprehensive procedures for implementing and maintaining Myco's notification system across all architectural layers.
Different Notion integration architectures: CMS (headless blog), task tracker (project management), knowledge base (wiki), form submission handler, and data pipeline source.