Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
wcag-compliance-reviewer
Review HTML/CSS and React/TypeScript code for WCAG 2.1 Level AA accessibility compliance. Use when the user asks to review code for accessibility, check WCAG compliance, identify accessibility issues, or audit components/pages for a11y standards. Applicable for code reviews, component development, and accessibility testing.
opencode-sdk-development
This skill should be used when the user asks to "create an OpenCode tool", "build an OpenCode plugin", "write a custom tool for OpenCode", "use @opencode-ai/sdk", "use @opencode-ai/plugin", "integrate with OpenCode", "create OpenCode hooks", "define tool schema", "use tool.schema", "work with OpenCode sessions", or needs guidance on OpenCode SDK patterns, plugin development, or custom tool creation.
skill-google-gmail-tool
Access Google Gmail, Calendar, Tasks, Drive APIs
simon-html-tools
Build single-file HTML tools following Simon Willison's patterns - self-contained HTML+JS+CSS applications optimized for LLM generation, no build step, CDN dependencies. Use when creating browser-based tools, utilities, or demos that should be (1) Self-contained in one HTML file, (2) Easy to distribute and host statically, (3) Quick to prototype with LLMs, (4) Client-side only with no server requirements. Ideal for data visualization, API explorers, format converters, debugging tools, and interactive demos.
comp-scout-persist
[DEPRECATED] Persistence logic has been merged into comp-scout-scrape. This skill remains for reference only.
project-planning
Generate initial project planning documents (PVS, ADR, Tech Spec, Roadmap) from a project concept description. Use when starting a new project, when docs/planning/ contains placeholder files, or when user requests project planning document generation.
supabase-integration
Unified database operations for BidDeed.AI and Life OS ecosystems. Use when: (1) logging insights, activities, or learning sessions, (2) querying historical data from any table, (3) user says "log this" or "save to database", (4) storing auction results, task states, swim times, or health metrics. Database: mocerqjnksmhcjzxrewo.supabase.co
create-dashboard
RNBT 아키텍처 패턴에 맞는 완전한 대시보드 페이지를 생성합니다. Master/Page 레이어, 여러 컴포넌트, Mock 서버, datasetList.json을 포함한 전체 구조를 생성합니다. Use when creating dashboard pages, implementing Master/Page architecture, or setting up complete page structures with multiple components.
schema-reviewer
WHEN: Database schema review, table design, normalization, constraints, index planningWHAT: Normalization analysis + Constraint validation + Index strategy + Data types + Relationship designWHEN NOT: Query optimization → sql-optimizer, ORM code → orm-reviewer
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code. Creates detailed implementation plans with bite-sized tasks.
crawl4ai
Web crawling and content extraction to clean markdown files. Use this skill when the user wants to: (1) Crawl a website or webpage, (2) Extract and clean content from URLs, (3) Create markdown documentation from websites, (4) Analyze website structure before crawling, (5) Download website content including subpages. Typical triggers include 'crawl this website', 'extract content from URL', 'download this site as markdown', 'analyze website structure'.
langfuse-prompt-viewer
MANDATORY skill when KeyError or schema errors occur. Fetch actual prompt schemas instead of guessing. Use for debugging traces and understanding AI model behavior.
frontend-implementation-plan
Create comprehensive, production-ready frontend implementation plans for any UI screen or feature. Use this skill when documenting how to build UI components, establishing design systems, planning component architecture, or creating technical specifications for frontend development. Works across frameworks (React, Vue, Angular, Svelte, etc.) and focuses on clear structure, reusable patterns, and maintainability.
content-filter
Filter and classify AI research content for relevance, topic, and author category. Use for bulk triage of raw content before detailed claim extraction.
ui-design-team
Multi-specialist UI design and implementation team for cross-platform applications.Use when working on: (1) UI/UX design decisions - colors, layout, typography, accessibility,(2) Web implementation - HTML5, CSS, responsive design, (3) .NET desktop - WPF, WinUI 3, MAUI with XAML,(4) .NET web - Blazor Server/WASM/Hybrid components, (5) Python GUI - PyQt, Tkinter, Kivy, Streamlit.Triggers: UI design, color scheme, layout, component styling, accessibility, responsive design,XAML styling, Blazor components, CSS architecture, Python GUI, design system, design tokens.
ai-tool-assessment
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
welcome-email-sequence
Builds a two-part VIP Welcome Email Sequence aligned to brand voice and product context. Mirrors proven structure and tone while adapting content to the current campaign.
astro-tailwind-cloudflare-stack
Complete full-stack development with Astro (Islands Architecture), Tailwind CSS (utility-first styling), and CloudFlare Workers/D1/KV (edge computing and hybrid database). Strategic guidance plus practical implementation patterns for building fast, globally-distributed web applications.
julien-mcp-youtube-info
Install YouTube Info MCP for video data. Use when user needs YouTube video information extraction.
maslow-branding-guidelines
Maslow AI brand tokens - colors, typography, interaction states. Use with any UI framework.