Business

Use Julie's semantic search capabilities for conceptual code understanding. Activates when searching for concepts, cross-language patterns, business logic, or exploring unfamiliar code. Combines text and semantic search for optimal results.

Enterprise template management with code boilerplates, feedback templates, and project optimization workflows

Statistical analysis methods, hypothesis testing, and probability for data analytics

Provides categorical organization for tasks using a predefined set of seven standard tags (Work, Personal, Shopping, Health, Finance, Learning, Urgent). Enforces tag validation rules including duplicate prevention and 5-tag maximum per task.

Use this skill when you need expert guidance on Next.js development, including App Router implementation, Server/Client Components, data fetching strategies, routing patterns, performance optimization, and modern React best practices. Handles complex data requirements, server-side rendering, caching strategies, migrations from Pages Router to App Router, API routes, metadata configuration, and SEO optimization.

Write clear, testable requirements using User Stories and Gherkin scenarios for Manifest Logistics SaaS. Capture functional and non-functional requirements with proper acceptance criteria. Use when defining new features or documenting system behavior.

Handles backend/API/database work for Unite-Hub. Implements Next.js API routes, Supabase database operations, RLS policies, authentication, and third-party integrations (Gmail, Stripe).

Build content-heavy sites with Git-backed TinaCMS. Provides visual editing and content management for blogs, documentation, and marketing sites with non-technical editors. Use when implementing Next.js, Vite+React, or Astro CMS setups, self-hosting on Cloudflare Workers, or troubleshooting ESbuild compilation errors, module resolution issues, or Docker binding problems.

Complete GitHub repository setup with production-grade standards including community health files, CI/CD workflows, issue templates, documentation site, badges, CODEOWNERS, and release management. Handles initialization, configuration, GitHub Pages deployment, and automated quality checks for professional open-source or enterprise projects.

Unified documentation and context preservation: spec folder workflow (levels 1-3), template enforcement, validation, Spec Kit Memory with vector search, six-tier importance system, constitutional rules, checkpoint save/restore. Mandatory for all file modifications.

Jobs-to-be-Done (JTBD) customer persona development with priority matrix, buying journey mapping, and decision criteria analysis. Creates actionable buyer personas for product and marketing decisions.

Comprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical analysis (indicators, chart patterns, support/resistance), stock comparisons, and investment report generation. Use when user requests analysis of US stock tickers (e.g., "analyze AAPL", "compare TSLA vs NVDA", "give me a report on Microsoft"), evaluation of financial metrics, technical chart analysis, or investment recommendations for American stocks.

Store and transform images with Cloudflare Images API and transformations. Use when: uploading images, implementing direct creator uploads, creating variants, generating signed URLs, optimizing formats (WebP/AVIF), transforming via Workers, or debugging CORS, multipart, or error codes 9401-9413.

Complete guide to implementing Service Objects in Ruby on Rails applications. Use this skill when creating business logic services, organizing service namespaces, handling service results, and designing service interfaces for complex operations.

Define constraints, invariants, and laws for the system. Creates proofobligations for formal verification. Use when: specifying business rules,defining invariants, creating validation requirements, expressing laws.

Enforces Head Shakers server component conventions for async data fetching, caching integration, streaming with Suspense, and SEO metadata generation. Extends react-coding-conventions with server-specific patterns.

Systematic marketing experimentation process - discover concepts, generate hypotheses, coordinate multiple experiments, synthesize results, generate next-iteration ideas through rigorous validation cycles

Specialized knowledge for real estate marketing analytics, including SEM campaign optimization, lead generation analysis, marketing channel performance, and geographic market insights. Use when working with real estate marketing data, Snowflake databases (RDC_ANALYTICS, RDC_MARKETING schemas), analyzing paid search campaigns, lead pricing trends, conversion funnels, or cross-channel attribution. Triggers include queries about Google Ads performance, lead quality analysis, market-level metrics, campaign budget optimization, or any real estate marketing KPIs.

Master enterprise reporting automation including scheduling, distribution, templates, governance, and monitoring

Email campaign strategy, automation, and optimization. Use when creating email sequences, improving deliverability, designing automation workflows, or optimizing email performance.