Machine Learning

Analyzes user feedback from Langfuse annotation queues and generates surgical recommendations for template.yaml, style.yaml, and tools.yaml

ML 모델 벤치마크 및 평가 실행. "벤치마크", "모델 평가", "성능 테스트", "inference 속도" 요청 시 활성화됩니다.

Support Vector Machine for linear and non-linear classification

Use when creating Python projects, managing dependencies with uv, configuring pyproject.toml, building packages, or publishing to PyPI - covers project initialization, dependency management, and distribution; NOT for testing or performance (plugin:python@dot-claude)

Automatically applies when configuring Python project packaging. Ensures proper pyproject.toml setup, project layout, build configuration, metadata, and distribution best practices.

Linux VM bootstrap verification skill. MUST BE USED when setting up new VMs or verifying environment.Supports modes: check (warn-only), install (operator-confirmed), strict (CI-ready).Enforces Linux-only + mise as canonical; honors preference brew→npm (with apt fallback).Verifies required tools: mise, node, pnpm, python, poetry, gh, railway, bd, tmux, jq, rg.Handles optional tools as warnings: tailscale, playwright, docker, bv.Never prints/seeds secrets; never stores tokens in repo/YAML; Railway vars only for app runtime env.Safe on dirty repos (refuses and points to dirty-repo-bootstrap skill, or snapshots WIP branch).Keywords: vm, bootstrap, setup, mise, toolchain, linux, environment, provision, verify, new vm

Generate template.toml configuration for Dokploy templates with variables, domains, environment mappings, and file mounts. Use when finalizing Dokploy templates.

Gera prototipos React (SPA) visuais completos num unico ficheiro HTML para o PCA Camocim. Versao 2 com shadcn/ui.

Build accessible user interfaces following WCAG standards with semantic HTML, keyboard navigation, proper color contrast, and ARIA attributes. Use this skill when creating or modifying UI components, React components, Vue components, web forms, navigation menus, modal dialogs, or any interactive elements. Use this skill when implementing keyboard navigation support, adding ARIA labels and roles, ensuring proper focus management, providing alternative text for images, or testing with screen readers. Use this skill when working with component files (.jsx, .tsx, .vue, .svelte), HTML templates, or any frontend code that renders user-facing interfaces. Use this skill when establishing heading hierarchies, form input labels, or color contrast ratios.

Comprehensive E2E testing suite for MyDetailArea dealership workflows. Implements Playwright test scenarios for critical user journeys including order creation, invoice generation, payment processing, VIN scanning, and team collaboration. Includes role-based testing, performance benchmarks, visual regression, and CI/CD integration. Use when implementing automated testing for dealership operations.

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Create technical diagrams using diagramming languages like Mermaid, PlantUML, GraphViz, and others. Use when users request diagrams, flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mind maps, or any visual representation of systems, processes, or data structures. Trigger examples:"画一个系统架构图"、"创建一个流程图"、"生成一个时序图"、"帮我做个甘特图"。

Export quiz markdown to Anki, Flashcard Hero, HTML

Set up MetaMask wallet extension for Web3 DApp testing - download extension, import wallet from private key. Run at test start if tests/config.yaml has web3.enabled=true.

補助金ナビ開発スキル。JグランツAPI連携、Supabase操作、補助金データ処理のベストプラクティス。使用タイミング: (1) JグランツAPIからデータ取得 (2) 補助金データのDB保存・検索 (3) HTMLフィールドの処理 (4) Slack通知実装

项目配置文件管理工具，支持多环境配置（dev/test/prod）、环境变量管理、配置模板生成。支持YAML、JSON、ENV等格式转换，包含敏感信息加密和配置验证。适用于配置管理、环境变量、生成配置、环境配置等场景。

Bump the version number in pyproject.toml, plugin.json, and marketplace.json, then commit and tag.

Playwright testing with autonomous test agents (planner, generator, healer) and visual regression testing

Build and implement Spring Boot 3 backend with Java 17 - REST APIs, JPA entities, services, repositories, security (JWT), and database migrations for Photo Map MVP. This skill should be used when creating, developing, or implementing *.java files, backend endpoints, business logic, database entities, DTOs, authentication, or API error handling. File types .java, .xml, .properties, .yml, .sql (project)

Create distinctive, production-grade frontend interfaces with high design quality. Provides analysis tools for auditing existing designs and generation tools for creating color palettes, typography systems, design tokens, and component templates. Supports React, Vue, Svelte, and vanilla HTML/CSS. Use when building web components, pages, or applications. Keywords: design, UI, frontend, CSS, components, palette, typography, tokens, accessibility.