Design

Use this skill when implementing or verifying UI/UX changes on the Triunghi.md website. Triggers include layout modifications, CSS changes, responsive design work, accessibility improvements, or any visual/interactive updates. Essential for systematic verification of deployed changes through browser testing, screenshots, and multi-viewport validation.

Review recently written code for best practices, architectural consistency, and correct system integration. Use for reviewing new endpoints, refactors, and UI components to ensure alignment with project standards and established patterns.

Research-driven Cube semantic layer development. Injects research steps for data modeling, dbt integration, metrics, dimensions, REST API, GraphQL API, and SQL API (Postgres wire protocol). Use when building semantic layer, consumption APIs, metrics layer, Cube integration tests, or working with Cube MEASURE() syntax and psycopg2 connections.

Comprehensive pytest skill for async Python testing with proper mocking, fixtures, and patterns from production-ready test suites. Use when writing or improving async tests for Python applications, especially FastAPI backends with database interactions.

Interactive slash command creator for Claude Code. Triggers when user mentions creating commands, slash commands, command templates, command arguments, or wants to build a new command workflow.

Migrate from Prisma 5 to Prisma 6 handling breaking changes including Buffer to Uint8Array, implicit m-n PK changes, NotFoundError to P2025, and reserved keywords. Use when upgrading Prisma, encountering Prisma 6 type errors, or migrating legacy code.

Deployment and Git workflow guides for Kailash applications including Docker deployment, Kubernetes orchestration, and Git workflows. Use when asking about 'deployment', 'Docker deployment', 'Kubernetes deployment', 'containerization', 'K8s', 'Git workflow', 'Git branching', 'CI/CD', 'production deployment', 'Docker compose', or 'container orchestration'.

Explore external reference source code to understand implementations, draw inspiration, debug issues, or answer questions. Use when exploring repos like InstantDB, Trigger.dev, Vercel AI SDK, HeroUI Native, or any external codebase. Handles two modes - "inspiration" (adaptive, translating concepts to user's stack) or "understanding" (direct, definitive answers about the source). Always cite file:line references.

システム全体のコア設計原則とパフォーマンス基準

Expert UI/UX designer who evaluates and improves user interfaces, creates design mockups, and ensures professional, accessible designs. Use when designing new features, improving existing UI, or getting design feedback. Follows modern design principles and accessibility standards.

Natural Language Processing utilities for PyTorch (Legacy). Includes tokenizers, vocabulary building, and DataPipe-based dataset handling for text processing pipelines. (torchtext, tokenizer, vocab, datapipe, regextokenizer, nlp-pipeline)

Build and deploy this React admin dashboard. Use when building, deploying, or preparing the project for production.

Guides the implementation inner loop with TDD practices. Use when coding a feature, writing tests, following red-green-refactor cycle, or working through acceptance criteria incrementally.

Extracts structured requirements, acceptance criteria and risks from user requests and existing product documentation.

AWS cloud infrastructure patterns and best practices. Use when designing AWS architectures, creating Lambda functions, configuring S3 buckets, setting up EC2 instances, designing VPCs, or implementing any AWS services.

Tailwind CSS utility patterns with shadcn/ui component usage, theming via CSS variables, and responsive design. Use when styling components, installing shadcn components, implementing dark mode, or creating consistent design systems.

Chrome Built-in AI APIs for client-side AI features. Use for Writer API, Rewriter API, Proofreader API, Prompt API, Translator API, Language Detector API, Summarizer API, and building AI-powered web applications with on-device processing.

Modern edge-native web stack: Hono + htmx + UnoCSS + Cloudflare D1. Use when: buildingserver-rendered apps with interactivity, rapid prototyping, CRUD apps, landing pages,marketplaces. Zero cold start, global edge deployment, $0/month on CF free tier.TypeScript alternative to Rust/Axum + htmx stack.

Captures conversation learnings and updates project documentation. Analyzes session context for discoveries, solutions, gotchas, and architectural insights then updates relevant docs (README, troubleshooting guides, architecture docs, etc.). Works independently or alongside TaskFlow.

Build Next.js 16 applications with correct patterns and distinctive design. Use when creatingpages, layouts, dynamic routes, upgrading from Next.js 15, or implementing proxy.ts. Coversbreaking changes (async params/searchParams, Turbopack, cacheComponents) and frontend aesthetics.NOT when building non-React or backend-only applications.