機器學習
1913 skills in 數據與 AI > 機器學習
ptk-styling
This skill should be used when the user asks about "prompt_toolkit Style", "styling", "colors", "formatted text", "HTML text", "ANSI", "FormattedText", "pygments", "syntax highlighting", "themes", or needs to style text and UI elements in prompt_toolkit applications.
pdf-parity-checker
Verify visual and structural parity between XHTML chapters and POD PDF files. Use to ensure print edition matches digital EPUB layout.
chaos-gremlin
Unconventional problem-solving with chaotic good energy. Finds creative edge cases, challenges assumptions, explores weird solutions that technically work. Use when you want creative chaos, alternative approaches, or to test if "normal" is actually optimal.
web-artifacts-builder
Build self-contained interactive web applications as single HTML files. Use for creating demos, prototypes, interactive tools, and standalone web experiences that work without external servers.
python-dev-practices
Python development best practices for modern Python projects. Activated when working with Python files, pyproject.toml, or discussing Python patterns, testing, linting, type hints.
submodule-setup
Automated submodule initialization with directory structure creation, symlink chains, and template generation for distributed CODITECT intelligence.
bpmn-diagram
Converts BPMN 2.0 XML to PNG diagram images. Use when user provides BPMN XML content or file path and asks to visualize, render, or create a diagram from a BPMN process definition.
moai-foundation-langs
Auto-detects project language from package.json, pyproject.toml, go.mod, Cargo.toml, etc.
frontend-accessibility
Build accessible user interfaces with semantic HTML, keyboard navigation, ARIA attributes, and screen reader support. Use this skill when creating or modifying UI components, form elements, interactive widgets, or page layouts. When working on files like *.tsx, *.jsx, *.vue, *.svelte, or HTML templates. When adding alt text to images, labels to form inputs, implementing keyboard navigation, managing focus states, ensuring proper color contrast, using semantic HTML elements (nav, main, button), or adding ARIA attributes for complex components.
multi-agent
Orchestrate autonomous agent teams to complete complex tasks. PM dynamically selects specialized agents based on task classification and enforces non-negotiable principles. Supports local and remote agents, persistent sessions, and continuous learning through skills.
comet-scaffold
React Native 脚手架 comet CLI 命令规范与项目配置。当用户提到"comet"、"脚手架"、"scaffold"、"初始化项目"、"创建应用"、"项目结构"、"comet.yaml"时使用此 skill。
playwright-testing
Comprehensive guide for modern front-end testing with Playwright (2025). This skill should be used when writing end-to-end tests, component tests, or visual regression tests for web applications using Playwright. Covers Page Object Model patterns, TypeScript integration, modern SPA testing strategies, accessibility testing, and CI/CD automation with GitHub Actions.
fvtt-version-compat
This skill should be used when importing Foundry classes, registering sheets, loading templates, enriching HTML, or using any Foundry API that has moved to namespaces. Covers compat wrappers, deferred sheet registration, and the modern-first fallback pattern.
simplification-cascades
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z". Use when implementing the same concept multiple ways, accumulating special cases, or complexity is spiraling. Gremlinized to use memory architecture and nexus-graph for pattern unification.
lighthouse-runner
Runs Google Lighthouse audits using Playwright for SEO, Performance, Accessibility, and Best Practices scoring. Supports both URLs and local HTML files. Use when user mentions "Lighthouse", "page speed", "performance audit", "Core Web Vitals", "CWV", or needs comprehensive web performance analysis.
moai-alfred-spec-authoring
Complete SPEC document authoring guide with YAML metadata structure (7 required + 9 optional fields), EARS requirement syntax (5 patterns including Unwanted Behaviors), version lifecycle management, TAG integration, pre-submission validation checklist, and real-world SPEC examples.
life-os-file-ops
life-os/ 目录的文件读写规范。处理 Markdown 笔记、YAML frontmatter、wiki-links、模板变量。当需要在 life-os/ 目录中创建、编辑、查找笔记时使用此技能。
skill-webdesign
Expert web designer for responsive, mobile-first websites. Specializes in landing pages using Astro, Tailwind CSS, and Cloudflare Pages. Enforces design consistency through style guides, semantic HTML, and accessibility. Prioritizes data-driven content patterns to minimize hardcoding. Trigger when working on website projects, landing pages, web components, or design system implementation.
moai-formats-data
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications
tourplan-api
Comprehensive Tourplan HostConnect API integration for African safari booking engine. Use this skill for (1) Creating travel bookings, quotes, and itineraries, (2) Building chatbots for travel inquiries, (3) Managing Tourplan API requests for tours, accommodation, cruises, rail, and packages, (4) Generating tailor-made safari itineraries, (5) Processing XML-based API interactions with authentication and error handling. This skill includes complete API workflows, XML templates, booking lifecycle management, and specialized support for This Is Africa's booking system requirements.