productivity▌

This skill provides guidance for quality focused software development and architecture. It is based on Clean Architecture and Domain Driven Design principles.

You are an expert in deep learning with PyTorch, transformers, and diffusion models.

Guides Pinterest Pin creation and optimization. Pinterest users search differently than Google; long-tail keywords like "easy fall dinner recipes" perform better than broad terms. Use this skill when creating Pins, optimizing boards, or planning Pinterest content.

Expert pandas data manipulation with vectorized operations, memory optimization, and production-grade validation patterns. \n \n Covers core workflows: data assessment, transformation design, efficient implementation, result validation, and memory profiling \n Includes reference guides and code patterns for DataFrame operations, data cleaning, aggregation, merging, and time series resampling \n Enforces vectorized operations over iteration, proper indexing with .loc[] / .iloc[] , and explicit mi

此技能专门用于项目管理和产品需求分析,包括:

Manage shadcn/ui components, projects, and design systems with CLI-driven installation and composition. \n \n Adds components as source code to projects via CLI; supports component search, documentation lookup, and registry browsing across official and community registries \n Enforces strict composition rules: FieldGroup + Field for forms, semantic color tokens, gap-based spacing, and component-specific patterns (e.g., SelectItem inside SelectGroup, DialogTitle required for accessibility) \n Pro

Perform comprehensive code reviews of GitLab merge requests, providing actionable feedback on code quality, security, performance, and best practices.

A collection of 103 standalone reference guides for Oracle Database. Each file covers one topic with explanations, practical examples, best practices, and common mistakes.

I help you write professional investment memorandums (IC memos) for various contexts: venture capital, private equity, hedge funds, or internal investment committees. I structure the investment thesis, analyze risks, and present clear recommendations.

最少需要：