Claude Skills by majiayu000

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

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.

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

Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup

GPU-safe parallel processing patterns for KINTSUGI to prevent OOM crashes and ensure Jupyter-compatible progress output

KINTSUGI processing principles: Never sacrifice quality for speed, always use GPU when available. Trigger: performance optimization, CPU/GPU choice, fast mode, quality vs speed.

Optimize gpu resource optimizer operations. Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category. Use when working with gpu resource optimizer functionality. Trigger with phrases like "gpu resource optimizer", "gpu optimizer", "gpu".

GPU monitoring and performance metrics for Ollama inference. Check GPU status, VRAM usage, loaded models, and inference performance metrics like tokens per second.

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

Async operations and background tasks in GPUI. Use when working with async, spawn, background tasks, or concurrent operations. Essential for handling async I/O, long-running computations, and coordinating between foreground UI updates and background work.

Community UI component library for GPUI applications

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.

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.

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.

Entity management and state handling in GPUI. Use when working with entities, managing component state, coordinating between components, handling async operations with state updates, or implementing reactive patterns. Entities provide safe concurrent access to application state.

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.

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.

Global state management in GPUI. Use when implementing global state, app-wide configuration, or shared resources.

Layout and styling in GPUI. Use when styling components, layout systems, or CSS-like properties.

GPUI framework patterns for Script Kit. Use when writing UI code, handling keyboard events, managing state, or working with layouts. Covers layout chains, lists, themes, events, focus, and window management.

Performance optimization techniques for GPUI including rendering optimization, layout performance, memory management, and profiling strategies. Use when user needs to optimize GPUI application performance or debug performance issues.

GPUI Component project style guide based on gpui-component code patterns. Use when writing new components, reviewing code, or ensuring consistency with existing gpui-component implementations. Covers component structure, trait implementations, naming conventions, and API patterns observed in the actual codebase.

GPUI styling system including theme design, responsive layouts, visual design patterns, and style composition. Use when user needs help with styling, theming, or visual design in GPUI.

Writing tests for GPUI applications. Use when testing components, async operations, or UI behavior.

Testing patterns for GPUI applications

Build desktop apps with GPUI, the GPU-accelerated UI framework from Zed. Covers Entity state, Render trait, div() Tailwind API, actions/keybindings, gpui-component widgets, theming. Use when building Rust desktop applications with GPUI or gpui-component.

Portable GPUS design system theme (Portal Grupo US). This skill should be used when applying GPUS branding to other projects, setting up shadcn/ui with Navy/Gold palette, or copying the complete light/dark theme configuration. Includes CSS variables, Tailwind v4 theme, and shadcn configuration.

Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment

Execute graceful degradation when system constraints exceeded.

Execute graceful reintegration after failsafe activation.

Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Triggers on: gradient clipping helper, gradient clipping helper Part of the ML Training skill category. Use when working with gradient clipping helper functionality. Trigger with phrases like "gradient clipping helper", "gradient helper", "gradient".

Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or refactor agent config files. Triggers on 'grade my CLAUDE.md', 'score my AGENTS.md', 'is my CLAUDE.md too big', 'improve my agent config', 'fix my CLAUDE.md', 'optimize context usage', 'reduce tokens in CLAUDE.md', or 'audit my config files'. Automatically grades both files if present, generates improvement plan, an...

Evaluates document relevance to queries using binary scoring (yes/no) with reasoning. Use when filtering retrieved documents, determining relevance for answer generation, or when the user mentions grading, filtering, or document quality.

Upgrade from Gradle 8.x to Gradle 9.x with plugin compatibility updates. Required for Java 25 support. Includes plugin version mappings and migration patterns.

Configures Gradle builds for CI/CD platforms including GitHub Actions, GitLab CI, Jenkins, and CircleCI. Use when setting up automated builds, configuring caching strategies, running tests in pipelines, or building Docker images in CI. Triggers on "setup Gradle CI", "configure GitHub Actions", "optimize build cache", or "CI pipeline for Gradle". Works with .github/workflows, .gitlab-ci.yml, Jenkinsfile, and includes performance optimization and artifact handling.

Manages Gradle dependencies using version catalogs, BOMs, and dependency constraints. Use when setting up dependency management, centralizing versions, resolving conflicts, or configuring multi-module dependency sharing. Triggers on "setup version catalog", "centralize dependencies", "resolve version conflict", or "configure Gradle BOM". Works with gradle/libs.versions.toml and includes Bill of Materials, dependency constraints, and Spring Boot/GCP BOM integration.

Configures and builds optimized Docker images using Google's Jib plugin without Docker daemon or Dockerfile. Use when containerizing Spring Boot microservices, building multi-architecture images, or pushing to registries. Triggers on "setup Jib", "build Docker image", "containerize with Jib", or "multi-arch image". Works with build.gradle.kts and includes Jib plugin setup, multi-module configuration, and CI/CD integration.

Gradle build configuration standards for Java projects. Covers version catalogs, dependency bundles, multi-module setup, BOM management, and common troubleshooting. Use when configuring Gradle builds or reviewing dependency management.

Configures comprehensive testing in Gradle including JUnit 5, TestContainers, test separation (unit vs integration), and code coverage with JaCoCo. Use when asked to "set up JUnit 5", "configure TestContainers", "separate integration tests", or "add code coverage". Works with build.gradle.kts, test source sets, and CI/CD configurations.

Analyzes and resolves common Gradle build issues including OutOfMemory errors, dependency conflicts, build cache problems, configuration cache failures, and slow builds. Use when asked to "debug Gradle build", "fix build failure", "troubleshoot Gradle", or "resolve dependency conflicts". Works with build.gradle.kts, gradle.properties, and build logs.

How to progressively migrate config from dotfiles to home-manager on Darwin. Use when moving shell config, nvim config, or other dotfiles-managed files to workstation.

Query Prometheus and Loki billing metrics from Grafana. Use when discussing observability costs, active series, ingestion rates, storage usage, or cardinality analysis.

Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.

Expert-level Grafana dashboards, visualization, data sources, alerting, and production operations

Comprehensive skill for interacting with Grafana's HTTP API to manage dashboards, data sources, folders, alerting, annotations, users, teams, and organizations. Use when Claude needs to (1) Create, read, update, or delete Grafana dashboards, (2) Manage data sources and connections, (3) Configure alerting rules, contact points, and notification policies, (4) Work with folders and permissions, (5) Manage users, teams, and service accounts, (6) Create or query annotations, (7) Execute queries ag...

Query and explore logs in Grafana Loki via the logcli command-line tool. Use when a user asks to pull logs for analysis.

Scaffold and automate Grafana plugin projects using @grafana/create-plugin. Use when creating panel plugins, data source plugins, app plugins, or backend plugins. Handles project scaffolding, Docker dev environment setup, and plugin configuration.

Observability visualization with Grafana and LGTM stack. Dashboard design, panel configuration, alerting, variables/templating, and data sources. USE WHEN: Creating Grafana dashboards, configuring panels and visualizations, writing LogQL/TraceQL queries, setting up Grafana data sources, configuring dashboard variables and templates, building Grafana alerts. DO NOT USE: For writing PromQL queries (use /prometheus), for alerting rule strategy (use /prometheus), for general observability archit...

Instagram CLI for viewing feeds, posts, profiles, and engagement via cookies.

Expert in creating visual grammar cheatsheets for Kabardian language with morphological breakdowns and corpus examples. Generates cheatsheets with ASCII-tree morpheme visualization (like verb_translation_cheatsheet.md). Activates when user requests grammar cheatsheet, mentions "создай шпаргалку", "cheatsheet for [category]", or wants visual breakdown of Kabardian grammar with real examples.