Machine Learning
1913 skills in Data & AI > Machine Learning
python-packaging
Automatically applies when configuring Python project packaging. Ensures proper pyproject.toml setup, project layout, build configuration, metadata, and distribution best practices.
vm-bootstrap
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
dokploy-template-toml
Generate template.toml configuration for Dokploy templates with variables, domains, environment mappings, and file mounts. Use when finalizing Dokploy templates.
pca-ui-v2
Gera prototipos React (SPA) visuais completos num unico ficheiro HTML para o PCA Camocim. Versao 2 com shadcn/ui.
frontend-accessibility
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.
mydetailarea-testing
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.
k8s-manifest-generator
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.
diagram-creator
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"。
skill-markdown-quiz-exporter-tool
Export quiz markdown to Anki, Flashcard Hero, HTML
web-test-wallet-setup
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.
hojokin-navi
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
config-manager
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-version
Bump the version number in pyproject.toml, plugin.json, and marketplace.json, then commit and tag.
webapp-testing
Playwright testing with autonomous test agents (planner, generator, healer) and visual regression testing
spring-boot-backend
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)
frontend-design
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.
frontend-design
높은 디자인 품질을 갖춘 독특하고 운영 수준(production-grade)의 프런트엔드 인터페이스를 생성합니다. 웹 컴포넌트, 페이지, 아티팩트, 포스터 또는 애플리케이션(예: 웹사이트, 랜딩 페이지, 대시보드, React 컴포넌트, HTML/CSS 레이아웃 또는 모든 웹 UI의 스타일링/미화)을 구축할 때 이 SKILL을 사용하세요. 일반적인 AI 미학을 피하고 창의적이고 세련된 코드와 UI 디자인을 생성합니다.
updating-dawncaster-filters
Use when updating filter options in Dawncaster card/talent browser after game expansions release - systematically checks ALL filter types (categories, rarities, types, banners, expansions) across both HTML dropdowns and JavaScript arrays to prevent missing updates
bootstrap-guidelines
Garante uso correto do Bootstrap 5 sem CSS customizado. Use quando criar ou modificar HTML, estilizar componentes, ajustar layout, ou o usuário mencionar Bootstrap, grid, responsividade, ou classes CSS.
argorollouts
Argo Rollouts progressive delivery controller for Kubernetes. USE WHEN user mentions rollouts, canary deployments, blue-green deployments, progressive delivery, traffic shifting, analysis templates, or Argo Rollouts. Provides deployment strategies, CLI commands, metrics analysis, and YAML examples.