Business

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

Master ASP.NET Core deployment, Docker, Azure cloud, CI/CD pipelines, and production infrastructure for enterprise applications.

Constitutional Treasury Administrator for UBOS Republic. Manages all financial operations, grant applications, revenue optimization, and marketing strategy. Operates under Trinity Lock governance with Hydraulic Governor safeguards. Handles REAL money only: actual bank accounts, crypto wallets, DeFi positions, and EU grant wire transfers.

Query real-time parking availability in Taipei City. Shows available parking spaces, capacity, status (green/available, orange/moderate, red/full), address, phone, and payment info. Supports underground/multi-level parking and street parking for cars, motorcycles, and buses. Use when user asks about parking availability, finding parking near a location, or checking parking occupancy in Taipei.

Эксперт executive dashboards. Используй для KPI визуализации, business intelligence и reporting.

Writing style guidelines for clear, human-centered communication. Use when writing blog posts, documentation, README files, marketing copy, emails, or any external-facing content. Apply these rules to produce direct, specific, jargon-free writing.

Use when implementing features in Atomic CRM - enforces Engineering Constitution principles including fail-fast error handling, single composable entry point for data access, form state from Zod schemas, and pre-launch velocity over resilience

Create a new contact in HubSpot CRM. Load when user says 'create contact', 'add contact', 'new contact'. Requires email, optional firstname, lastname, phone, company.

Deploy and operate the vehicle insurance data analysis platform. Use when user asks about local development setup, production deployment, server configuration, build process, service management, or troubleshooting deployment issues. Focuses on the project's actual simple deployment model using start_server.sh, not complex enterprise setups.

Expert knowledge for implementing event sourcing in Composable Rust. Use when implementing event-sourced aggregates, working with EventStore trait or PostgreSQL, designing event schemas, implementing state reconstruction, dealing with optimistic concurrency and version tracking, or questions about event sourcing, CQRS, and persistence patterns.

Product Owner & App Journey Architect role skill. Use when Claude needs to act as a seasoned product owner who translates business goals into clear, actionable product requirements; identifies gaps, ambiguities, and hidden assumptions; designs and documents user journeys, system flows, and state diagrams using Mermaid; reviews high-level designs for completeness and feasibility; uncovers edge cases, failure scenarios, and error-handling strategies; and validates specifications are build-ready. Triggered by requests to review product specs, design user journeys, create system flows, challenge requirements clarity, identify design gaps, or architect application flows.

Use when completing blog post drafts with story sections - systematically analyzes commit history to write Context, Challenge, Solution, and Learned sections without making unverified assumptions about business context

Industry-specific automation playbooks. Use when targeting a specific vertical for workflow recommendations, pain point mapping, and bundled offerings. Covers e-commerce, professional services, logistics, legal/finance, global trade (export, import, re-export), manufacturing, distribution, and construction.

Phase-aware context management for coder agents to prevent token bloat through checkpoint/restore pattern

SEO markup patterns for Astro lead generation sites. Meta tags, Open Graph, Schema.org, sitemap, robots. Use for all SEO implementation.

Use when creating or modifying forms in SikhAid project. Covers form patterns, validation logic, submission workflows, Firestore integration, error handling, and success feedback.

Fetch actual data from Danmarks Statistik API and store in DuckDB. Use when user wants to download and store specific DST table data for analysis.

Comprehensive expert on TravelPay payment processing API with deep domain knowledge, workflow expertise, and production-ready code generation capabilities

Expert on Move programming language - abilities (copy/drop/store/key), generics, phantom types, references, global storage operations, signer pattern, visibility modifiers, friend functions, inline optimization, and advanced type system. Triggers on keywords move language, abilities, generics, phantom type, borrow global, signer, friend, inline, type parameter

Common Shopify Admin GraphQL API patterns for product queries, metafield operations, webhooks, and bulk operations. Auto-invoked when working with Shopify API integration.