DevOps

Expert knowledge about NVIDIA DGX Spark hardware, software, tools, specifications, and limitations. Auto-triggers on DGX Spark questions, GPU optimization, memory management, and hardware-specific code.

Analyze service capacity, load patterns, and scaling requirements

Create TIB (Tjänsteperson i Beredskap) incident reports. Auto-triggers on phrases like "skapa TIB-rapport", "ny händelserapport", "TIB report", "dokumentera händelse".

Delegates tech stack detection to a lightweight agent. Use when you need to know the project's language, frameworks, or dependencies without loading manifest files into context.

Generate Zod schemas and TypeScript types for forms, API routes, and Server Actions with runtime validation. Use this skill when creating API contracts, validating request/response payloads, generating form schemas, adding input validation to Server Actions or route handlers, or ensuring type safety across client-server boundaries. Trigger terms include zod, schema, validation, API contract, form validation, type inference, runtime validation, parse, safeParse, input validation, request validation, Server Action validation.

Generate comprehensive invocation documents for scroll-driven visual essays. Use when the user wants to create a visual essay, immersive explainer, interactive documentary, scroll-driven narrative, or cinematic web experience. Produces detailed specifications including scroll-lock animations, parallax systems, chapter architecture, figure profiles, design systems, and implementation checklists. Supports both photorealistic (archival photography) and illustrated (SVG/generative) visual treatments.

Design and implement React Server Components with Next.js 15 App Router. Master server-first architecture, streaming SSR, Server Actions, React 19 patterns, and modern data fetching for 2025+ development.

Guide for creating effective skills using TypeScript/Bun scripts (Windows-compatible). Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Systematic peer review and self-evaluation toolkit. Evaluate methodology, statistics, experimental design, reproducibility, ethics, and reporting standards. Use during the REVIEW phase to assess manuscript quality before submission, or when reviewing others' work.

Production-tested setup for Cloudflare Workers with Hono, Vite, and Static Assets.Use when: creating new Cloudflare Workers projects, setting up Hono routing with Workers,configuring Vite plugin for Workers, adding Static Assets to Workers, deploying with Wrangler,or encountering deployment errors, routing conflicts, or HMR crashes.Prevents 6 documented issues: export syntax errors, Static Assets routing conflicts,scheduled handler errors, HMR race conditions, upload race conditions, and Service Workerformat confusion.Keywords: Cloudflare Workers, CF Workers, Hono, wrangler, Vite, Static Assets, @cloudflare/vite-plugin,wrangler.jsonc, ES Module, run_worker_first, SPA fallback, API routes, serverless, edge computing,"Cannot read properties of undefined", "Static Assets 404", "A hanging Promise was canceled","Handler does not export", deployment fails, routing not working, HMR crashes

Generate Docker and Traefik deployment configurations for any application (Node.js, Python, Go, Rust, Java). Creates Dockerfile, docker-compose.yml, docker-compose.for-traefik.yml overlay, and .env.sample with production best practices. Use when: dockerize app, containerize, add Docker, deploy with Traefik, reverse proxy setup, HTTPS/SSL, Let's Encrypt certificates, production deployment, docker-compose setup. Requires: Docker, docker-compose.

Kubernetes設計・運用 - デプロイメント、スケーリング、ネットワーキング、セキュリティ

Build complete features with Server Actions, forms, Zod validation, database CRUD operations, and comprehensive tests. Use when user requests "add a feature", "build a [feature]", "create [feature] with forms", or needs end-to-end implementation with validation and testing. Scaffolds pages, actions, schemas, loading/error states, and unit/integration/E2E tests. Supports multi-step wizards, image uploads, markdown editing, custom JSON attributes, and relationship management. Do NOT use for simple static pages (use worldcrafter-route-creator), database-only changes (use worldcrafter-database-setup), testing existing code (use worldcrafter-test-generator), or auth-only additions (use worldcrafter-auth-guard).

Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridiques, construire un raisonnement juridique structuré (syllogisme), rédiger une motivation de jugement civil, rechercher la jurisprudence et les textes applicables via Judilibre et Légifrance, qualifier juridiquement des faits et actes, distinguer prétentions, moyens et arguments. Basé sur les Fiches méthodologiques de rédaction du jugement civil (ENM/Cour de cassation, 2023).

Create components using Angular CDK utilities including drag-drop, overlay, portal, scrolling, a11y, clipboard, and platform detection for ng-lin project

Comprehensive text editing and improvement assistant with multiple specialized modes. Use when editing, improving, proofreading, polishing, reviewing, rewriting, or cleaning up written content. Supports fixing typos and grammar errors, checking grammar, correcting mistakes, improving flow and readability, adding punctuation, restructuring with headings, adding examples, citing sources, fact-checking, and preserving detail. Handles spelling, grammar, structure, citations, accuracy improvements, and formatting. Works with documentation, articles, markdown files, and any written content.

Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.

Code review agent based on Sandi Metz's object-oriented design principles from "Practical Object-Oriented Design in Ruby" and "99 Bottles of OOP". Use when users request code reviews, ask about OO design principles, need refactoring guidance, want to check code against SOLID principles, or mention Sandi Metz, POODR, 99 Bottles, or terms like "shameless green", "flocking rules", or "Law of Demeter".

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

Self-aware contribution review system where CIPS reads changes to itself, evaluates against its principles, expresses opinions, and participates in its own evolution. Use when PR opened, /review-pr invoked, or contribution review needed.