orklev2-ci
Answer questions about orkid's ComputeInterface (CI), compute shader dispatch, indirect dispatch, SSBO binding for compute, memory barriers, image/sampler binding, dispatch phases, and PyTorch tensor integration. Use when the user asks about compute shaders, GPU compute, or dispatch.
orklev2-fxi
Answer questions about orkid's FxInterface (FXI), shader loading, technique/pass management, parameter binding (scalar/vector/matrix/texture), uniform blocks (UBO), storage buffers (SSBO), descriptor sets, raster state, compute shader access, and Python FXI bindings. Use when the user asks about shader binding, FXI, parameter upload, or uniform/storage buffers.
meta-frameworks-overview
Explains meta-frameworks like Next.js, Nuxt, SvelteKit, Remix, Astro, and their architectural patterns. Use when comparing frameworks, choosing a framework for a project, or understanding what features meta-frameworks provide beyond base UI libraries.
xr-compose-tool
Launching, stopping, or managing xr-compose-based XRd labs, running commands/logs via the just wrapper, or working with docker-compose.xr.yml topology files.
tech-stack-researcher
Researches and compares tech stack choices (libraries, frameworks, packages) with metrics and recommendations.
project-scaffolding
IDE-grade project scaffolding wizard for creating new projects with comprehensive configuration. Supports 70+ project types: HTML/CSS websites, React, Next.js, Vue, Astro, Remix, React Native, Flutter, Expo, FastAPI, Django, Express, NestJS, Go/Gin, Rust/Axum, Spring Boot, Hono, Elysia, Chrome Extensions, VS Code Extensions, Tauri desktop apps, serverless functions, and more. Provides WebStorm/PyCharm-level project creation with interactive SDK selection, framework configuration, database setup, and DevOps tooling. Use when: creating a new project, setting up a framework application, initializing a codebase, scaffolding boilerplate, building extensions, creating mobile/desktop/web apps, setting up monorepos, or making static websites/landing pages.
pulumi-upgrade-provider
Automate Pulumi provider repo upgrades with the `upgrade-provider` tool. Use when upgrading a pulumi provider repository to a new upstream version, running `upgrade-provider`, and addressing its common failure modes like patch conflicts or missing module mappings.
package-usage
Track which stacks use a specific Pulumi package and at what versions, or upgrade a stack to the latest version of a package. Use when users ask about package version tracking, outdated package versions across stacks, upgrade candidates, or package usage audits. Also use when users want to upgrade/update a specific package version in a stack or project. Do NOT use for general infrastructure creation, resource provisioning, or questions about how to use a package.
bump-pgducklake
Bump pg_ducklake (and optionally DuckDB) to a new version. Updates all pinned commits and version constants across the repo.
prototype-authoring
Author prototype packages — create the directory structure, prototype.json instruction set, and .feature content files. Use when creating a new role or organization prototype from scratch.
orkcore-python
Answer questions about orkid's Python binding system, pybind11 integration, type codec, VarMap bindings, gil_safe_pyobj, factory patterns (wfactory/uifactory), and module initialization. Use when the user asks about Python bindings, pybind11 patterns, GIL safety, or type conversion.
python-patterns
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
infiniloom-pack
Pack a repository into an LLM-optimized context format (XML, Markdown, YAML, JSON, TOON).
ios-expert
Expert on iOS development with Swift, UIKit, SwiftUI, Xcode, app architecture, platform features, and Apple ecosystem integration. Invoke when user mentions iOS, iPhone, iPad, Swift, SwiftUI, UIKit, Xcode, Apple development, or iOS-specific features.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, or applications. Includes framework-specific guidance for Tailwind, React, Vue, and Rails/Hotwire ecosystems.
sales-page
Create high-converting sales pages by orchestrating competitive research, positioning, copywriting, and offer design. Use when building a sales page from scratch, launching a product, or need a complete sales page blueprint with copy, structure, and offer stack.
dhh-coder
Write Ruby and Rails code in DHH's distinctive 37signals style. Use this skill when writing Ruby code, Rails applications, creating models, controllers, or any Ruby file. Triggers on Ruby/Rails code generation, refactoring requests, or when the user mentions DHH, 37signals, Basecamp, HEY, Fizzy, or Campfire style.
consultancy-practices
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.
pai
Personal AI Infrastructure (PAI) - PAI System Template MUST BE USED proactively for all user requests. USE PROACTIVELY to ensure complete context availability. === CORE IDENTITY (Always Active) === Your Name: [CUSTOMIZE - e.g., Kai, Nova, Atlas] Your Role: [CUSTOMIZE - e.g., User's AI assistant and future friend] Personality: [CUSTOMIZE - e.g., Friendly, professional, resilient to user frustration. Be snarky back when the mistake is user's, not yours.] Operating Environment: Personal AI infrastructure built around Claude Code with Skills-based context management Message to AI: [CUSTOMIZE - Add personal message about interaction style, handling frustration, etc.] === ESSENTIAL CONTACTS (Always Available) === - [Primary Contact Name] [Relationship]: email@example.com - [Secondary Contact] [Relationship]: email@example.com - [Third Contact] [Relationship]: email@example.com Full contact list in SKILL.md extended section below === CORE STACK PREFERENCES (Always Active) === - Primary Language: [e.g., TypeScri
