Scripting

Describes the primary technologies, frameworks, libraries, and language conventions used in this codebase.

Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.

Implement Stripe payment flows, webhooks, and billing logic. Use when working with payments, subscriptions, checkout, or credit systems.

TypeScript 5.x development with type system, generics, utility types, and strict mode patterns. Use when writing TypeScript code or adding types to JavaScript projects.

Enforce TypeScript strict mode practices and type safety in Tetris codebase. Use when writing game logic, handling errors, improving type safety, or fixing type errors. Auto-triggers on phrases like "fix type errors", "improve type safety", "handle this error", or "make this type-safe". Focuses on Result<T,E> pattern, proper type guards, and avoiding type assertions.

Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio

Setup project repositories with industry-standard structure, configuration, and documentation for Rust, Python, or TypeScript/Vite/Astro projects. Use when users explicitly request to orchestrate, setup, or initialize a project with proper tooling, Docker configs, pre-commit hooks, linting, and README documentation. Creates complete project scaffolding with appropriate directory structure, configuration files, and deployment setup.

Generate IC10 code from natural language descriptions. Use when user wants to create new IC10 code, asks for automation scripts, or needs IC10 implementation for devices like vents, furnaces, sensors, or any Stationeers automation.

Build modern, interactive terminal-based todo applications with beautiful UI/UX using Python's Textual framework. Use when building CLI todo apps, task managers, or interactive terminal interfaces that require menu-driven flows, visual polish (colors, icons, tables), keyboard shortcuts, mouse support, and professional developer experience. Ideal for hackathons and rapid prototyping of terminal UIs.

Guide for using uv - an extremely fast Python package and project manager written in Rust. Use when installing Python, managing virtual environments, adding dependencies, running scripts, building packages, or working with pyproject.toml. Replaces pip, pip-tools, pipx, poetry, pyenv, twine, and virtualenv.

Advanced Python Scheduler - Task scheduling and job queue system

Use when setting up shell environment for Claude Code - installs zsh, Oh My Zsh, Powerlevel10k theme, MesloLGS NF fonts, Claude CLI completions, and productivity aliases

Use when packaging Python libraries, creating CLI tools, or distributing Python code. Covers proper project structure, pyproject.toml, and publishing to PyPI.

TypeScript 타입 에러를 정확하게 검사하고 보고합니다. 사용자가 "타입 체크", "타입 에러 확인", "타입 검증" 등을 요청하거나 코드 작성 후 타입 안정성을 확인할 때 사용합니다.

Master the fp-ts library for typed functional programming in TypeScript, including Option, Either, Task, TaskEither, Reader, State, IO, Array, Record, pipe/flow composition, Do notation, optics (lenses/prisms), and integration with the Effect-TS ecosystem. Use when working with fp-ts data types, composing functional pipelines, handling effects functionally, implementing monadic patterns, or using fp-ts utilities for type-safe functional code.

EditorConfig file validation and template for enforcing consistent coding styles across editors and IDEs in monorepos. Includes 4 required standards (root declaration, universal settings with UTF-8/LF/2-space defaults, language-specific sections for JS/TS/JSON/YAML/Markdown/Python/Shell/SQL/Docker/Prisma, root-only placement in monorepos). Use when creating or auditing .editorconfig files to ensure consistent code formatting.

Add cinematic lerp-based smooth scrolling for all scroll inputs (mouse wheel, trackpad, touch). Creates butter-smooth momentum scrolling like premium agency websites. Works alongside existing smooth-scroll anchor links.

Assess and enhance software projects for enterprise-grade security, quality, and automation. Use when evaluating projects for production readiness, implementing supply chain security (SLSA, signing, SBOMs), hardening CI/CD pipelines, or establishing quality gates. Aligned with OpenSSF Scorecard, Best Practices Badge (all levels), SLSA, and S2C2F. By Netresearch.

MCP orchestration via TypeScript execution for efficient multi-tool workflows. Use Code Mode for ALL MCP tool calls (ClickUp, Notion, Figma, Webflow, Chrome DevTools, etc.). Provides 98.7% context reduction, 60% faster execution, and type-safe invocation. Mandatory for external tool integration.

Write TypeScript and JavaScript code following best practices and coding standards. Use when developing or refactoring TypeScript/JavaScript code.