Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
validation-phase
Quality validation after execution. Runs confidence-check skill (if complexity ≥15), spawns code-quality-validator for build verification, and reviewer agent for quality assessment. Scales checks based on change size.
oni-calculator
Oxygen Not Included production chain calculator with SQLite database extracted from decompiled game source
worklog
Track billable hours for clients. This skill should be used when the user requests to log work hours, record time spent on client projects, view worklog entries, calculate total billable hours, or summarize recent work. Automatically prompts for missing information (client, hours, description) and validates client names against the invoice skill's client database.
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
bodhi-sdk-react-integration
Integrate React+Vite web apps with bodhi-js-sdk for local LLM integration. Use when user asks to: "integrate bodhi", "add bodhi sdk", "connect to bodhi", "setup bodhi provider", "bodhi react integration", "deploy bodhi to github pages", or troubleshoot bodhi-js-sdk connection/auth issues.
camera-movements
Standardized camera movement vocabulary for Veo 3 video generation. Use when creating video prompts that require specific camera movements, cinematography terminology, or when validating camera movement specifications. Provides authoritative reference for 50+ camera movements (Dolly, Arc, Crane, FPV Drone, Whip Pan, etc.) to ensure consistent, production-ready terminology.
skill-creator
Guide for creating effective skills that extend Claude capabilities with specialized knowledge, workflows, or tool integrations. Use when users want to create or update a skill. Follows progressive disclosure (metadata → SKILL.md → bundled resources) and provides 6-step creation process.
td-powerspec
Power spectrum analysis for frequency domain insights and periodicity detection
setup-workspace
Organize your 04-workspace/ folder structure. Load when user mentions: setup workspace, organize folders, folder structure, configure workspace, my files, file organization, where to put files, workspace setup, directories, storage. 5-8 min.
frequency-merge
Expert in merging financial data of different frequencies (daily, monthly, quarterly, annual). Use when students need to combine datasets with mismatched time intervals, such as merging daily prices with quarterly fundamentals, or monthly returns with annual financial statements.
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
compound-docs
Capture solved problems as categorized documentation with YAML frontmatter for fast lookup
deploy-to-production
Deploy current develop branch to production. Use when user says /deploy, "deploy to production", "push to heroku", "release to production", "deploy changes", "ship it", or "release changes". Commits changes, pushes develop, merges to main, creates version tag, pushes to GitHub and Heroku, then returns to develop branch.
confidence-check
Pre-implementation confidence assessment to prevent wrong-direction execution. Automatically invoked for complexity score ≥15. Performs 5 weighted checks (no duplicate implementations 25%, MetaSaver pattern compliance 25%, architecture verified 20%, similar implementations found 15%, requirements clear 15%). Requires ≥90% confidence to proceed, 70-89% triggers clarification, <70% stops execution. ROI of 25-250x token savings by catching misaligned work early. Use when complexity score ≥15 to validate implementation direction before spawning agents.
kumo-query-module
Expert assistant for Kumo's Query Module (src/features/query). Use when working with SQL Editor, Monaco editor integration, query execution, result grids, tabs management, AI features, or any query-related components. Provides architecture patterns, component APIs, hooks, utilities, and examples.
legal-summary-html
Создание интерактивных HTML-документов для юридических и аналитических материалов — резюме арбитражных решений, процессуальных приказов, отчётов, аналитических записок. Использовать для создания красивых mobile-first HTML-документов с аккордеонами, таймлайнами, навигацией и профессиональным дизайном в сине-золотой цветовой гамме.
ai-elements
Intelligent documentation system for AI Elements component library. Activate automatically when working with AI-native applications or when AI Elements component names are mentioned (Message, Conversation, Reasoning, Canvas, etc.). Provides context-aware documentation retrieval - fetches examples for implementation queries, component references for API lookups, and smart multi-page fetching for complex tasks.
ac-verification
Verify that implemented code meets acceptance criteria from user stories. Use when validating story completion - performs code inspection, test execution, and manual checks against each AC criterion.
activity-grid
Configure activity grid heatmaps in drizzle-cube dashboards for GitHub-style contribution visualizations. Use when creating activity grids, heatmaps, contribution calendars, or daily activity patterns.
nextjs-fsd-starter
Create a new Next.js project with FSD (Feature-Sliced Design) architecture, TypeScript, Tailwind CSS, ESLint (flat config), Prettier, and Husky. Use when user asks to create/scaffold/initialize a Next.js project with FSD architecture, or when they want a production-ready Next.js boilerplate with modern tooling setup.