Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
creating-agents
Use when creating or editing agent definitions - ensures proper frontmatter, clear structure, validation of references, and no duplication with existing agents
rust-project-setup
Initialize Rust projects with proper structure, essential crates, and Cargo.toml configuration. Use when starting new Rust binaries or libraries.
skill-export
Export Claude skills. Use to generate documentation of all available Claude Skills.
wrld-design
WRLD Inc design system for building UI components with Tailwind CSS and ShadCN. Use when creating React components, designing interfaces, generating CSS, or implementing the WRLD brand design system. Includes color tokens, typography, component patterns, and visual guidelines.
search-notes
Always use this skill at the start of a task to check whether relevant information already exists. Use when users ask to recall, search memories, or subscribe to updates. Triggers on "recall", "search memories", "list keys", "share", "subscribe to", or any persistent storage request.
runway
Runway AI API for video generation via curl. Use this skill to generate videos from images, text, or other videos.
visionary-team
Strategic AI council for product vision, innovation, and future planning
write-action
Write server actions following the Epic architecture patterns. Use when creating server-side logic for behaviors, including authentication, validation, and model calls. Triggers on "create an action", "add an action", or "write an action for".
registry-consistency-check
审计spec_artifacts_registry.md的Stage 3条目一致性,确保AICTXT/GOAL/SC等都已注册。当IMPLEMENTATION artifact创建完成后使用。
neurosurgery-literature
Domain-specific literature search for neurosurgery systematic reviews
windows-cupy-nvrtc
Fix CuPy NVRTC compilation errors on Windows. Trigger: NVRTC_ERROR_BUILTIN_OPERATION_FAILURE, nvrtc-builtins64 not found
ha-validate
Validates code against Home Assistant Custom Card requirements and the project's strict architecture rules. Use this before finalizing any Phase 1 or Phase 2 task.
typescript-strict
Enforce TypeScript strict mode and type safety. Use when setting up projects, reviewing code, or when type errors are ignored. Covers strict flags, no-any rules, and type inference best practices.
trunk-based-development
Follow trunk-based development practices with short-lived branches, frequent integration to main, feature flags, and continuous integration. Use when managing git workflow and releases.
external-docs
Verify external libraries, APIs, and frameworks against current documentation before writing code. Use when about to implement features using external dependencies, when writing import statements for third-party libraries, when unsure if a pattern or method is current, or when the user mentions grounding or verification.
testing-validation
Comprehensive testing and validation tools for Clerk authentication integrations. Includes E2E auth flow testing, security audits, configuration validation, unit testing patterns for sign-in/sign-up flows. Use when implementing Clerk tests, validating authentication setup, testing auth flows, running security audits, creating E2E tests for Clerk, or when user mentions Clerk testing, auth validation, E2E authentication tests, security audit, or test coverage.
frontend-accessibility
Implement accessible UI components using semantic HTML elements, keyboard navigation support, sufficient color contrast ratios, alternative text for images, ARIA attributes when needed, logical heading structure, and proper focus management. Use this skill when creating UI components, forms, interactive elements, navigation menus, modals or dialogs, implementing keyboard shortcuts, adding screen reader support, ensuring WCAG compliance, or testing with assistive technologies. This skill applies when working on any frontend component files, HTML templates, Vue components, React components, or any user interface code that needs to be accessible to all users including those with disabilities.
skill-builder
Create new Claude Code agent skills. Automatically analyzes requirements and generates complete skill with proper structure, triggers, and tools. Use when you want to "create a skill", "build a new skill", "make a skill for", or automate repetitive tasks.
test-executor
Executes tests, analyzes test results, checks test coverage, and provides comprehensive testing status overview. Primarily for Go projects. Activates after implementing/modifying code to verify correctness, or when explicitly requested to assess test suite health.
mermaid-diagrams
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.