Development

Focus management and keyboard navigation in GPUI. Use when handling focus, focus handles, or keyboard navigation. Enables keyboard-driven interfaces with proper focus tracking and navigation between focusable elements.

Event handling and subscriptions in GPUI. Use when implementing events, observers, or event-driven patterns. Supports custom events, entity observations, and event subscriptions for coordinating between components.

Implementing custom elements using GPUI's low-level Element API (vs. high-level Render/RenderOnce APIs). Use when you need maximum control over layout, prepaint, and paint phases for complex, performance-critical custom UI components that cannot be achieved with Render/RenderOnce traits.

Context management in GPUI including App, Window, and AsyncApp. Use when working with contexts, entity updates, or window operations. Different context types provide different capabilities for UI rendering, entity management, and async operations.

Generates Rust code for GPUI desktop UI components following Zed editor patterns. Use when building desktop applications with gpui crate, creating themed UI components, implementing autocomplete/completions, building command palettes, or working with the gpui-component library. Covers RenderOnce components, Entity state management, theming with ActiveTheme, and Zed-style UI patterns.

Community UI component library for GPUI applications

Action definitions and keyboard shortcuts in GPUI. Use when implementing actions, keyboard shortcuts, or key bindings.

Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup

Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge theory to wgpu implementation for your learning project

Run code on cloud GPUs with GPU CLI. Use when user wants to run Python/ML code on remote GPUs, install GPU CLI, configure gpu.toml, troubleshoot pods, or manage cloud GPU resources via RunPod.

GPU-aware PPO training configuration for A100/H100. Trigger when training is slow or GPU utilization is low.

지피터스(gpters.org) 멤버 프로필에서 게시물을 스크래핑하여 Markdown으로 저장. "지피터스 게시물 수집", "gpters 스크랩", "editor_소연 게시물", "프로필 크롤링" 등을 언급하면 자동 실행. Selenium 기반 동적 페이지 수집.

Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.

高品質な音声クローニング・TTS（Text-to-Speech）システム。

Use this skill ONLY when modifying GPT calls, agent prompts, or structured output. Do not use for other AI/ML tasks.

Use when building React UIs for TheGP applications, migrating existing UIs to @gp/ui components, integrating Tailwind v4 with @gp/ui theme, or answering questions about available components, design tokens, icons, or setup. Activate when user mentions @gp/ui, TheGP design system, or asks about GP-specific UI patterns and components.

Follow these patterns when implementing governance operations (copy, branch, transfer, promote, merge) in OptAIC. Covers artifact handling, RBAC mutations, lineage tracking, and activity emission.

Use when making architectural decisions without documentation, skipping risk analysis, accepting risks without mitigation, or treating governance as optional bureaucracy - enforces mandatory DAR/RSKM based on project risk level

This skill should be used when the user asks to "add a provider", "configure google oauth", "set up microsoft login", "azure ad authentication", "oauth provider setup", "add social login", or needs help with specific OAuth provider configuration in Goth.

Google Sheets automation using Python gspread library - reading, writing, formatting, and Service Account setup

Google Sheets automation using Python gspread library - reading, writing, formatting, and Service Account setup

Manages Google Sheets API calls with rate limiting and quota enforcement

This skill provides comprehensive guidance for optimizing web content and documentation for search engine discoverability based on Google's official SEO Starter Guide. Use this skill when creating new web content, reviewing existing pages for SEO compliance, or documenting best practices for web-based projects. The skill ensures content follows Google's people-first approach while implementing technical optimizations that improve search visibility.

Integration patterns for web search grounding, including query operator usage, API-based search orchestration, and citation metadata mapping. Triggers: google-search, grounding, search-api, citations, search-operators, web-search.