Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.

Expert-level Databricks platform, Apache Spark, Delta Lake, MLflow, notebooks, and cluster management

Query logs, metrics, monitors, and dashboards from Datadog. Search logs, check alert status, and investigate incidents.

Compare two datasets to find differences, added/removed rows, changed values. Use for data validation, ETL verification, or tracking changes.

datum-system

Transform AI agents into experts on dbt project architecture and medallion layer patterns, providing

Guide for DDD strategic design - analyzing domains through structured questioning, conducting stakeholder interviews (PM/domain experts/users), and producing Bounded Context analysis, Context Maps, and Ubiquitous Language. Use when user needs help understanding domain boundaries, planning domain interviews, or structuring DDD strategic artifacts.

CRM integration for tracking deals through pipeline stages with automated status updates

Use when making architectural or business logic decisions during conversations - adds entry to DECISIONS.md

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Expert guidance for DeepAgents framework - simplified agent creation with tool integration for LangChain/LangGraph workflows.

deepagents framework integration patterns for agent creation, planning, filesystem operations, and subagent orchestration. Current version 0.2.5 with LangGraph 1.0.2+

Use this skill in the scenario of deep learning project development.

Expert in lease defaults and landlord remedies. Use when analyzing default scenarios, calculating cure periods, assessing damages, or drafting default notices. Key terms include monetary default, non-monetary default, cure period, notice to cure, lease termination, re-entry, damages, acceleration of rent, unamortized TI clawback

'Create a DESIGN_GUIDELINES.md that defines how to design UI/UX for your customer. Requires CUSTOMER.md to exist first. Covers aesthetic direction, design tokens, typography, color, motion, components, and layout patterns. Bakes in frontend-design skill principles to avoid generic AI aesthetics.'

Split work across subagents with explicit contracts, interfaces, and merge strategies. Use when parallelizing tasks, distributing workload, or orchestrating multi-agent workflows.

Use when designing cloud infrastructure, CI/CD pipelines, or deployment strategies

Run Digital Elevation Model (DEM) analysis pipeline to identify unmapped fault structures through edge detection, drainage pattern analysis, and topographic lineament extraction. Validated in Italy wh

分析人口老化、債務動態、官僚膨脹與通膨稀釋交互作用下的「財政陷阱」風險，量化各國/地區的財政脆弱度並識別潛在的貨幣稀釋路徑

Use this skill when working with ~/org/ directory, Denote files (YYYYMMDDTHHMMSS--title__tags.org), or org-mode knowledge bases. Provides scripts for: parsing Denote filenames/metadata, extracting org file TOC, and navigating 3,000+ file PKM systems. Trigger on: ~/org/, ~/org/llmlog/, ~/org/bib/, Denote ID parsing, org heading extraction.

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Map and visualize dependencies between features and work items.

Deploy Frappe HRMS code changes to AWS production. Use when you need to deploy Python/API changes to the Frappe Docker container.

Comprehensive guide for deploying Orient to production. Use this skill when deploying changes, updating production, fixing deployment failures, or rolling back. Covers pre-flight checks, environment variables, Docker compose configuration, CI/CD pipeline, smart change detection, and health verification.

Design and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, networking, and governance. Use when building applications on Microsoft Azure or migrating workloads to Azure cloud platform.

Implement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting compute/storage/database services, designing data analytics pipelines, implementing ML workflows, or architecting cloud-native applications with BigQuery, Cloud Run, GKE, Vertex AI, and other GCP services.

Automates GitHub repository creation and Vercel deployment for Next.js websites. Use when deploying new websites, pushing to production, setting up CI/CD pipelines, or when the user mentions deployment, GitHub, Vercel, or going live.

Expert guide for deploying Next.js apps to Vercel, managing environments, CI/CD pipelines, and production best practices. Use when deploying, setting up automation, or managing production.

Serverless deployment with zero-downtime, multi-environment strategies, and infrastructure validation. Use when deploying Lambda functions, managing environments, or troubleshooting deployment failures.

Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure docs, or CI/CD documentation.

This skill should be used when the user asks about deploying Rails applications, Kamal deployment, Docker containers, production configuration, environment variables, secrets management, CI/CD pipelines, server provisioning, zero-downtime deploys, Kamal Proxy, Thruster, or infrastructure setup. Also use when discussing production optimization, deployment strategies, or hosting options. Examples:

Automated deployment orchestration supporting multiple environments, infrastructure as code, CI/CD pipeline management, rollback procedures, and monitoring integration. Use when Claude needs to manage deployments, configure infrastructure, orchestrate release processes, or ensure deployment reliability across different environments.

This skill provides guidance on deploying Cloudflare Workers, managing multiple environments, implementing CI/CD pipelines, and using deployment best practices. Use this skill when setting up deployme

CI/CD pipelines, zero-downtime deployments, infrastructure as code, and production deployment strategies

Professional design director that elevates visual outputs through systematic design thinking. Applies warm color palettes, subtle shadows, generous whitespace, and motivation-aware patterns to dashboards, interfaces, and reports.

This skill is for interface design — dashboards, admin panels, apps, tools, and interactive products. NOT for marketing design (landing pages, marketing sites, campaigns).

Stand up a Design Engineering practice (hybrid design+engineering) by producing a Design Engineering Execution Pack: charter, prototype→production workflow, design-to-code contract, component delivery plan, and quality bar. Use for design engineering, UI engineering, design systems engineering, and prototype-to-production processes.

Establish or formalize your design system foundation. Create design tokens (color, typography, spacing, shadows, borders), define component architecture, document design principles, and build the structure that enables consistency and scalability. Works with Tailwind CSS and framework-agnostic approaches.

Master expert in product design for complex systems and enterprise SaaS with 10+ years of experience in data-driven systems, operational dashboards, Incident Management, NOC, DevOps, Observability, an

Expert in building scalable design systems with Atomic Design, design tokens, and theming infrastructure. Use when creating component libraries, implementing dark mode, or establishing typography and color systems. Covers multi-brand support, Storybook-driven development, and accessibility-first component APIs.

Complete Design System Reverse Engineering (DSRE) + Functional Cloning CLI - Extract visual design (tokens, assets) AND functional behavior (workflows, state machines, business rules) from any web application

Managing design tokens and system context for LLM-driven UI development. Covers loading, persisting, and optimizing design decisions within context windows.

Plan design systems - component libraries, design tokens, documentation strategies, versioning, governance, and adoption frameworks.

Build or evolve a design system by producing a Design System Operating Pack: charter, token model (incl. depth/elevation), component inventory + roadmap, blockframe-to-component mapping, documentation plan, and governance/adoption plan. Use for design systems, component libraries, design tokens, UI kits, and pattern libraries.

Transform design screenshots, Figma exports, and mockups into pixel-perfect React components using Claude's multimodal vision capabilities. Upload an image, get production code with exact spacing, col

Transform design inspiration into implemented code through deep analysis, interactive vision discovery, planning, and checkpoint-based execution. Use when you have a screenshot/reference and want to build something similar while understanding and preserving the design intent.

Create technical solution architecture from requirements with REQ-* traceability. Designs components, APIs, data models, and interactions. Tags all design artifacts with requirement keys. Use after requirements are validated, before coding starts.

When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns (leader-follower, multi-leader, leaderless), partitioning strategies (hash, range, geographic), transaction patterns (saga, event sourcing, CQRS), resilience patterns (circuit breaker, bulkhead), service discovery, and caching strategies for building fault-tolerant distributed architectures.

Create and manage design systems with tokens, color palettes, typography scales, and spacing systems. Use when user asks about design tokens, theming, color schemes, or consistent styling.

Designs Zod schemas following Zod-first development. Creates validation schemas, branded types, discriminated unions, and transforms. Infers TypeScript types from schemas. Triggers on: Zod schema, z.object, z.infer, validation, branded types, discriminated union, safeParse, refinement.