Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
ctx
Extract a small, high-signal context packet around ripgrep matches (bounded by hits/files/output budget) for fast LLM consumption.
database-migrations
Use when creating, editing, or fixing any database migration file. MANDATORY before touching any file in supabase/migrations/. Prevents the critical mistake of editing already-pushed migrations.
phase-3-validator
Validates Implementation Phase completion before advancing to Testing Phase. Checks code compilation, test coverage, implementation completeness, and code quality standards.
jules-api
Delegate asynchronous coding tasks to Jules (Google's AI coding agent) to maximize efficiency. Use for code reviews, refactoring, adding tests, bug fixes, and documentation. Proactively suggest Jules delegation when appropriate. Invoke when user asks to interact with Jules, create sessions, check task status, or when tasks are suitable for async delegation.
using-skills
Use when starting ANY session or task. Entry point for the skill system - explains how skills work, mandatory loading rules, and dispatches to planners, guidelines, experts, and agents. Load this skill FIRST.
weight-track-app
Collects the user's body weight and provide aggregations, charts and trends. Responds to commands like "today I'm 90Kg", "I gained 1Kg since yesterday", "What's my weekly average in the last 2 months?"
ast-injection
Use AST-aware edits to reduce syntax errors and maintain structure.
ui-theme
Design token system using Style Dictionary with Tailwind CSS v4 integration.Centralizes design tokens in JSON format, outputs CSS variables mapped to @theme block.Reference for implementing consistent theming across UI components.
dozu-ui-service-skills
Index of AI agent skills and how to use them when implementing features in this repo.
documenting-with-audit
Automated documentation auditing - ensures CLAUDE.md coverage, updates stale docs, recommends structural improvements
shadcn-ui-designer
Design and build modern UI components and pages using shadcn/ui. Creates clean, accessible interfaces with Tailwind CSS following shadcn principles. Use when building UI components, pages, forms, dashboards, or any interface work.
langchain-framework
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications
reasoning-notation
Meta-skill that wraps reasoning skills to capture notes in real-time, protecting against context compression. Creates checkpoint files during reasoning sessions.
zod
TypeScript-first schema validation library with static type inference for form validation, API validation, and runtime type checking with compile-time types.
panel-digitizer
Extract panel schedule data from images (photos or CAD drawings) and generate PanelCalc-compatible JSON import files. Use when user provides panel schedule images, panel directory photos, or CAD drawings that need to be digitized into structured panel data. Supports single-column, dual-column, handwritten, and typed formats.
react-tailwind-expert
Senior-level React and Tailwind CSS development expert with 10+ years experience. Automatically audits, generates, and optimizes React applications with focus on hooks, Context API, performance, security, and modern Tailwind styling. Use for React component generation using TypeScript, hook optimization, security audits, responsive design implementation, animation, Context API patterns, performance optimization, and project structure analysis. Ensures clean code, prevents backend data exposure, and follows senior-level best practices.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
write-skill
Create Claude Code skills with proper structure and documentation. Use when building custom skills, writing SKILL.md files, or when user asks "write a skill" or "create Claude skill".
codex-delegation-criteria
This skill should be used when deciding whether to "delegate to codex", "hand off to codex", "use codex for this", or when Claude needs to determine if a task is appropriate for Codex vs handling directly. Provides decision criteria for task routing between Claude and Codex.
sell
Transform a Vibes app into a multi-tenant SaaS with subdomain-based tenancy. Adds Clerk authentication, subscription gating, and generates a unified app with landing page, tenant routing, and admin dashboard.