DevOps

When users share links (such as visualstudio.com or dev.azure.com) and/or mention Azure DevOps, use the Azure DevOps CLI to interact with work items, pull requests (PRs), repositories, and more.

Automated generation of journal article drafts from HTA systematic review reports. Use when users want to (1) convert an HTA/systematic review report into a journal submission, (2) extract clinical and cost-effectiveness data from HTA reports, (3) generate first drafts following specific journal guidelines, or (4) process NICE, ICER, CADTH, or similar HTA agency reports for publication. Triggers include phrases like "convert this report to a journal article", "draft a manuscript from this systematic review", "prepare for journal submission", "extract data for publication", "ingest HTA report", "start drafting".

Starting responses with 'I'll now' or 'Let me'

Write and debug Nushell scripts, pipelines, and commands. Also build Nushell plugins in Rust. Use when working with .nu files, writing Nushell code, converting bash to Nushell, creating custom Nushell commands/plugins, or when the user mentions nushell.

TDD London School (mockist) specialist for mock-driven, outside-in development. Use for behavior verification testing, contract-driven development, testing object collaborations, or when focusing on HOW objects interact rather than WHAT they contain.

应用面向对象设计五大原则（单一职责、开闭、里氏替换、接口隔离、依赖倒置），系统化评审类与模块设计质量。当需要评审架构设计、重构现有代码、审查类职责划分时使用。支持多层次检查清单和违反原则的诊断修复。

WordPress content management via REST API for listing, searching, viewing, creating, updating, and deleting posts (including draft/scheduled/published) with tags and categories. Use when managing WordPress blog content, especially for blog.gbase.com or other sites configured via profiles. Requires Node.js and WordPress REST API credentials.

Arquitecto de personajes para el universo SyV - creación, documentación e integración con facciones, cronología y ubicaciones

Create Dockerfiles, docker-compose configurations, and container workflows for Python projects with UV. Use when containerizing applications, setting up development environments, or deploying with Docker.

Periodically upgrade npm dependencies and GitHub Actions to keep project current and secure

Techniques and code examples for creating professional slide decks and presentations. Use this skill to structure narratives, apply design principles, and automate slide generation.

Run code on cloud GPUs with GPU CLI. Use when user wants to run Python/ML code on remote GPUs, install GPU CLI, configure gpu.toml, troubleshoot pods, or manage cloud GPU resources via RunPod.

Optimizing performance in StickerNest for React, Three.js, and bundle size. Use when investigating slow renders, improving FPS, reducing bundle size, profiling components, or when the user mentions "slow", "laggy", "performance", or "optimize". Covers React profiling, Three.js optimization, memoization, lazy loading, and virtualization.

Product Requirements Document creation and feature specification writing. Use when writing PRDs, technical specs, feature documentation, or requirements. Triggers on "PRD", "product requirements", "feature spec", "technical requirements", "functional spec".

Comprehensive shadcn/ui component library with theming, customization patterns, and accessibility. Use when building modern React UIs with Tailwind CSS. IMPORTANT - Always use MCP server tools first when available.

Use when setting up git pre-commit and pre-push hooks - provides simple shell script approach and pre-commit framework method, both calling justfile commands for DRY principle

Apply project-specific security and privacy guardrails (auth, headers, rate limiting, logging). Use when touching authentication, request handling, metrics exposure, or anything that could leak sensitive data.

Comprehensive guide for building Progressive Web Apps (PWA) with Next.js using modern 2025 approaches. Use when users need to implement PWA features in Next.js applications including installability, offline support, service workers, web app manifests, caching strategies, push notifications, or converting existing Next.js apps to PWA. Covers both native Next.js PWA support (zero dependencies, App Router) and Serwist package (advanced offline capabilities, service worker management). Also use when troubleshooting PWA issues, optimizing PWA performance, or migrating from deprecated packages like next-pwa.

Iteration 12 of Multiplicity Cascade - Creates self-referential temporal structures

Infrastructure as Code with Terraform - modules, state management, and best practices.