Scripting

Use when working with the scikit-hep hist library in Python to create, fill, slice, and plot histograms (1D/2D/multi-axis), including UHI indexing, categorical axes, and mplhep plotting conventions.

生成和管理 TypeScript 类型定义，确保类型安全

Code tagging system using @FEAT, @COMP, @TYPE tags for easy discovery and navigation. Use when adding documentation tags or searching for related code across the codebase.

Manage Google Contacts with full CRUD operations via Ruby scripts. This skill should be used when searching, viewing, creating, updating, or deleting contacts in Google Contacts. Supports contact lookup, batch operations, and comprehensive contact field management including names, emails, phones, addresses, birthdays, organizations, and notes.

Creates and tests Pangea Ruby function resources with synthesis testing. Use when creating new resources, writing synthesis tests, generating test coverage for Terraform DSL resources, or filling test gaps for AWS/Cloudflare/Hetzner resources.

Supervised & unsupervised learning, Scikit-learn, model evaluation, feature engineering

Python-based single cell analysis using Scanpy for .h5ad files in conda scanpy environment

Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization. This skill should be used when generating GDScript code, creating Godot scenes, designing game architecture, implementing state machines, object pooling, save/load systems, or when the user asks about Godot patterns, node structure, or GDScript standards. Keywords: godot, gdscript, game development, signals, resources, scenes, nodes, state machine, object pooling, save system, autoload, export, type hints.

Deploy a Vibes app to exe.dev VM hosting. Uses nginx on persistent VMs with SSH automation. Supports client-side multi-tenancy via subdomain-based Fireproof database isolation.

Python coding standards, best practices, type hints, and testing patterns with uv for package management. Use when writing or reviewing Python code, implementing tests, setting up Python projects, managing dependencies with uv, working with virtual environments, adding type hints, writing pytest tests, or discussing Python language features and best practices.

Write clean, consistent code following established naming conventions, formatting rules, and the DRY principle across all files. Use this skill when writing any code in any file, naming variables and functions, structuring code logic, formatting code with consistent indentation, choosing descriptive names that reveal intent, keeping functions small and focused, removing dead code and unused imports, extracting common logic into reusable functions, maintaining consistent code style across the codebase, configuring linters and formatters, or refactoring code for better readability. Apply this skill universally across all coding tasks to ensure code quality, maintainability, and consistency with project standards. This skill should be active for all file types including TypeScript, JavaScript, Python, Ruby, Java, Go, and other programming languages.

Creates, improves, and validates Claude Code artifacts (skills, agents, commands, hooks). Use when creating domain expertise skills, specialized task agents, user-invoked commands, extending Claude Code capabilities, improving existing artifacts, reviewing artifact quality, analyzing code for automation opportunities, or consolidating duplicate artifacts.

This skill should be used when the user asks to "create lwc component", "lightning web component", "component architecture", "lwc state management", "lwc testing", "jest test", or mentions container/presentational patterns, pub-sub, or LWC best practices.

Property-based testing with Hypothesis (Python) and fast-check (JS)

Sets up a new Python project with uv, virtual environment, and best practices for Windows 11. Use this when creating a new Python project or helping users set up their Python development environment with modern tooling.

Multi-agent orchestration system for automatically generating comprehensive Azure DevOps wiki documentation from Python codebase. Creates hierarchical wiki pages matching repository structure with bidirectional linkages between documentation and source files. Use when needing to document entire directories or maintain wiki docs synchronized with code.

High-performance Rust optimization. Profiling, benchmarking, SIMD, memoryoptimization, and zero-copy techniques. Focuses on measurable improvementswith evidence-based optimization.

Transform a Vibes app into a multi-tenant SaaS with subdomain-based tenancy. Adds Clerk authentication, subscription gating, and generates a unified app with landing page, tenant routing, and admin dashboard.

Generic skill wrapper that activates sales automation capabilities based on conversation context

Resolve all TypeScript errors using root cause analysis, targeted fixes, and mandatory validation