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.
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.
NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. — from majiayu000/claude-skill-registry
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…
Use when you have raw mzML files and feature tables (CSV from mzMine or XCMS) for LCMS data, have generated training/validation/test batches with known class imbalance, and need…
Use when you have a working base MPNN model (e.g., chemprop) and need to add task-specific feature processing layers (spectral, electronic, or domain features) to improve…
Use when you have a pretrained TCN spectrum encoder from formula prediction and need to train a rescoring model that ranks formula candidates by confidence.
Use when after implementing a neural network component that will feed into a downstream architecture (e.g., a transformer).
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.
Install, configure, run, administer, and manage the standalone neuralOS backend (neuralos / rterm-backend / gybackend) completely headlessly on macOS, Linux, and Windows.
Runs the NEUS trust autopilot before sensitive assistant actions — load session context, reuse trust receipts, guide missing checks, connect Trusted Agent context, and protect…
Integrates Nevermined payment infrastructure into AI agents, MCP servers, Google A2A agents, and REST APIs.
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.
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.
Scaffold a new AWS service wrapper in pkg/aws// following the established cloudformationservice pattern
Scaffold a new Ansible collection. Triggered by /new-collection. Collects collection_path, namespace, and collection name, then generates galaxy.yml, README.md, CHANGELOG.md,…
Generate an annotated ansible.cfg for a specific environment. Triggered by /new-conf. Asks for target environment (dev, CI, or AWX) and generates a fully annotated ansible.cfg…
Scaffold a Playwright E2E test in one of the apps that has a Playwright config, matching the existing test fixtures and auth patterns
Scaffolds a new Go CLI tool following the preferred personal pattern for building CLIs. Use when asked to "create a new CLI tool", "scaffold a new CLI", "start a new go cli…
Create a new Ansible playbook. Triggered by /new-playbook. Runs discovery to find existing roles and collections, then collects path, filename, target hosts/groups, and roles to…
Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services)
Use when bootstrapping a new Python repo, project, CLI, package, script, or uv project from py-launch-blueprint.
Executes NRQL queries against New Relic's GraphQL NerdGraph API for application performance monitoring.
Tracks SLO compliance using the New Relic NerdGraph GraphQL API and NRQL queries. Calculates error budgets, burn rates, and generates compliance reports with Slack notifications…
Scaffold a complete Ansible role. Triggered by /new-role. Resolves role location from FQCN or path, asks whether multi-OS support is needed (RHEL, Solaris, Windows/WinRM), and…
CQRS dikey dilim (vertical slice) üretir: Command/Query + Handler + Validator + Result + testleri, projenin Clean Architecture + MediatR konvansiyonlarına birebir uyumlu.
Automated API testing with Postman collections via Newman CLI. Use when user requests API testing, collection execution, automated testing, CI/CD integration, or mentions…
Run and analyze Newman (Postman CLI) tests. Use when running API tests, validating Postman collections, testing HTTP endpoints, or when user mentions Newman, Postman tests, API…
Next.js 16.1+ App Router patterns. Use when working with pages, routing, caching, params, or middleware.
Expert assistance for next-forge — a production-grade Turborepo template for Next.js SaaS apps. Triggers on questions about next-forge installation, setup, architecture, packages,…
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…
ORQUESTADOR REAL para el ciclo completo de desarrollo Full-Stack. Conecta a Supabase, genera migrations SQL ejecutables, y guía paso a paso.
Next.js specific patterns including App Router, React Server Components, Server Actions, streaming, caching, and Vercel deployment.
Use when working with Next.js 15 features, App Router, Server Components, Server Actions, or data fetching patterns.
Expert Next.js 16 with Turbopack, App Router, Cache Components, proxy.ts, React 19. Use when building Next.js apps, routing, caching, server components, or migrating from v15.
Comprehensive Next.js v16 development with Cache Components, feature-based architecture, and best practices.
Creates a Next.js App Router API route (route.ts) with GET, POST, PUT, PATCH, or DELETE. Use when the user asks to add an API endpoint, create a REST route, build backend handler,…
Next.js App Router 専用 API リファレンス（Pages Router / getStaticProps 等は非対応）。 Server Components, Server Actions, layout/page/loading/error ファイル規約, dynamic routes, parallel/intercepting…
Deep expertise in Next.js App Router patterns including route groups, parallel routes, intercepting routes, layouts, and loading states.
Expert in Next.js 14/15 App Router architecture, React Server Components (RSC), Server Actions, and modern full-stack React development.
Special file conventions in Next.js 14+ App Router for pages, layouts, and API routes. PROACTIVELY activate for: (1) creating pages and layouts, (2) implementing loading and error…
Next.js App RouterでのServer Components / Server Actions / Route Handlers等の使い分けガイド。「Server ComponentとClient Componentの違い」「Server Actionsの使い方」「revalidatePath/revalidateTagの違 — from…
Provides guidance and reusable assets for implementing navigation in Next.js App Router. Covers file-based routing, dynamic routes, layouts, loading/error UI, protected routes…
Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching.
Next.js 16 standards — App Router only, server components by default with explicit `"use client"` boundaries, server actions for mutations, streaming Suspense, edge vs node…
Use when the user explicitly wants changed React or Next.js files audited against Vercel best practices with a bias toward high-impact issues.
Provides authentication implementation patterns for Next.js 15+ App Router using Auth.js 5 (NextAuth.js).
Next.js App Router principles. Server Components, data fetching, routing patterns.
Advanced patterns for production Next.js web chatbots built with AI SDK 6 + ai-elements. Covers tool calling with human-in-the-loop (HITL) approval, PostgreSQL session…
Provides comprehensive code review capability for Next.js applications, validates Server Components, Client Components, Server Actions, caching strategies, metadata, API routes,…