Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
webapp-escape-architect
Design and implement Next.js 15 + Supabase architecture for web-based escape room games. Handles database schema design, game engine class structure, scene transition logic, evidence discovery systems, and ending branches. Use when architecting web escape room games, designing game state management, or implementing murder mystery game mechanics with Next.js and Supabase.
writing-plans
Use when spec is complete and you need detailed implementation tasks for LLM agents. Creates execution plans with exact file paths, complete code examples, and verification steps. Triggers: 'write plan', 'execution plan', 'implementation plan', 'break down into tasks', 'detailed steps'.
shared-libraries-guidelines
Shared libraries guidelines for Quantum Skincare's TypeScript shared code (types, validation, utils). Covers type definitions, Zod validation schemas, utility functions, contract maintenance, DB vs App type separation, enum patterns, reusable refinements, and cross-project consistency. Use when working with @quantum/shared-types, @quantum/shared-validation, @quantum/shared-utils, or maintaining shared contracts.
pycharm-refs
This skill should be used when agents need to provide clickable code references to users in reports, investigations, or bug findings. It ensures file references use the simple path:line_number format that Claude Code automatically converts to clickable links. Do not use for general documentation or conceptual explanations.
data-notebook-refiner
Standards for high-quality Jupyter Notebooks. Focuses on readability, reproducibility, and educational value.
build-and-deploy
Build and deploy this Next.js presentation application with PostgreSQL database. Use when building, deploying, setting up database, or preparing the project for production. Triggers on requests to build, deploy, seed database, or publish.
nextjs-core
Core Next.js patterns for App Router development including Server Components, Server Actions, route handlers, data fetching, and caching strategies
meta-configuracao-evolucao
Automatiza processo de pesquisa de documentação oficial, extração de melhores práticas e aplicação no projeto Plataforma B2B de treinamento técnico corporativo através de skills/agents/hooks
pdf-page-extract
Extract rich data from PDF pages including text spans with metadata, rendered PNG images, and page mapping. Creates persistent artifacts for downstream processing.
page-layer
This skill should be used when the user asks to 'create a page', 'add a route', 'create a layout', 'add metadata', or 'set up a dynamic route'. Provides guidance for Next.js 15 App Router pages, layouts, and route handlers in app/**/*.tsx.
financial-data-fetch
获取中国A股和ETF市场数据。使用场景:(1) 查询股票历史数据,(2) 获取ETF净值走势,(3) 指定时间范围的数据提取。支持通过股票代码和天数参数获取OHLCV(开盘价、最高价、最低价、收盘价、成交量)数据。
global-error-handling
Implement robust error handling with user-friendly messages, fail-fast validation, specific exception types, and proper resource cleanup across the application. Use this skill when writing try-catch blocks, throwing or catching exceptions, implementing error boundaries, handling API errors, or managing error states in any part of the codebase. Apply this skill when validating inputs early (fail fast), providing clear actionable error messages to users without exposing security details, using specific exception types rather than generic errors, implementing centralized error handling at appropriate boundaries, designing for graceful degradation, implementing retry logic with exponential backoff, or ensuring resources are cleaned up in finally blocks. This skill ensures errors are caught and handled appropriately, user experience remains positive even when errors occur, security is maintained by not leaking sensitive information, and systems continue operating or degrade gracefully when non-critical services fa
wrap-up
End-of-day command to capture what happened, consolidate notes, and set up for tomorrow. Use when the user types /wrap_up, says "end of day", "wrapping up", or "done for the day". Gathers git activity, integrates /note entries, and creates a daily summary in activity.md.
mvp-help
Help and documentation for Idea to MVP plugin.Use when: user asks about building MVPs, vibe coding, or available commands.Triggers: "help", "what can you do", "mvp help", "how to build".
moai-foundation-trust
Complete TRUST 4 principles guide covering Test First, Readable, Unified, Secured. Validation methods, enterprise quality gates, metrics, and November 2025 standards. Enterprise v4.0 with 50+ software quality standards references.
subagent-name
Guided workflow for creating new Claude Code Skills with proper structure, documentation, templates, subagents, and hooks. Use this when the user wants to create a new skill or asks you to build tooling/automation. Ensures skills follow official conventions and are production-ready.
data-validator
验证车险CSV数据的完整性和正确性,检查26个必需字段,验证数据类型、枚举值和业务规则。当用户提到"验证数据"、"检查数据"、"数据导入"、"CSV"时使用。
file-beads
File detailed Beads epics and issues from a plan
wget-reader
Fetch data from URLs. Use when asked to download content, fetch remote files, or read web data.
shopify
Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integration, POS extensions for retail, theme development with Liquid, webhook management, billing API integration, product/order/customer management. Use when building Shopify apps, implementing checkout customizations, creating admin interfaces, developing themes, integrating payment processing, managing store data via APIs, or extending Shopify functionality.