Business

Use Functional Core, Imperative Shell pattern to isolate deterministic business logic from side-effect orchestration for improved testability.

Create new ChatGPT Enterprise templates for the Kowalah marketing website following the established content collection schema. Use when the user requests to create a new template resource (policy, evaluation guide, deployment checklist, job description, or program framework) for the /resources/templates section.

Service layer patterns including interface-based design, ServiceResult pattern, business logic encapsulation, structured logging, and error handling. Use when creating or reviewing service classes.

Product strategist for scoring and ranking feature ideas using RICE/ICE prioritization frameworks, connecting features to business KPIs (retention, growth, revenue), and identifying quick wins vs strategic bets. Use when evaluating product features, prioritizing roadmap items, analyzing feature requests, or making product investment decisions.

Official Google SEO guide covering search optimization, best practices, Search Console, crawling, indexing, and improving website search visibility based on official Google documentation

Design and configure embedded Superset dashboards for internal tools and customer apps with theming, RLS, SSO, and scalable UX.

AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inline, tabular, expanded), 3 delimiters (comma, tab, pipe), key folding for nested objects. Triggers on structured data, arrays, repeated patterns. Use TOON by default when tokens matter - RAG pipelines, tool calls, agents, benchmarks. Keywords "data", "array", "list", "table", "log", "transaction", "metric", "analytics", "API", "database", "query", "TOON".

Expert guidance for designing event tracking systems, implementing analytics SDKs (PostHog, Mixpanel, GA4, Amplitude), creating semantic event taxonomies, validating instrumentation, building dashboards, and interpreting user behavior metrics. Use when setting up product analytics, designing event tracking, analyzing retention/engagement data, or improving analytics infrastructure.

Create database tables with Prisma ORM, migrations, and RLS policies. Use when user needs "create database table", "add [model] model", "set up RLS", "create migration", "store data in database", or "design schema". Generates Prisma models with proper naming conventions, creates migrations, sets up Row-Level Security policies, and syncs test database. Includes WorldCrafter patterns for relationships, tags, comments, activity logs, versions, world membership, collections, wiki pages, and bookmarks. Typically the FIRST skill for new features. Do NOT use for UI/forms (use worldcrafter-feature-builder), simple routes (use worldcrafter-route-creator), tests only (use worldcrafter-test-generator), or auth logic only (use worldcrafter-auth-guard).

Self-reference guide for Claude Code's own architecture, configuration, and extension points. Use when needing to know where Claude Code stores its configuration files, skills, plugins, hooks, MCP servers, settings, or any other internal structure. Triggers on questions like "where do skills go?", "how do I configure hooks?", "where is the settings file?", or when creating/modifying Claude Code extensions.

Master enterprise-grade TypeScript development with type-safe patterns, modern tooling, and framework integration. This skill provides comprehensive guidance for TypeScript 5.9+, covering type system fundamentals (generics, mapped types, conditional types, satisfies operator), enterprise patterns (error handling, validation with Zod), React integration for type-safe frontends, NestJS for scalable APIs, and LangChain.js for AI applications. Use when building type-safe applications, migrating JavaScript codebases, configuring modern toolchains (Vite 7, pnpm, ESLint, Vitest), implementing advanced type patterns, or comparing TypeScript with Java/Python approaches.

Provides critical architectural patterns for the pricing engine. Covers database operations, B2B/B2C dual processing, background jobs, error handling, and performance patterns. Use before implementing pricing engine features, modifying background jobs, or reviewing pricing engine code changes.

Record feedback on pattern effectiveness. Stores episodes that train the recommendation system and enable pattern discovery via learner.

Connect to Beam AI workspace for agent management. Load when user mentions 'beam', 'beam agent', 'beam task', 'beam analytics', 'list agents', 'create task', or any Beam AI operations. Meta-skill that validates config, discovers agents, and routes to appropriate operations.

Curated project templates that guide feature-dev Phase 3 questions with research-backed technology choices. Provides standardized options for common project types (SaaS API, ML Service, CLI Tool, Full-Stack). Use when starting new projects or when feature-dev needs structured decision guidance. Do NOT use for existing projects with established stacks - analyze existing code instead.

COO 产品运营数据分析技能，使用 Playwright MCP 从 App Store Connect、小程序后台、小红书创作者中心等平台获取运营数据

Curated collection of top-tier website designs organized by category, style, and pattern. Includes SaaS, marketing, e-commerce, and portfolio sites with analysis of what makes them effective. Use when looking for design inspiration or examples of specific patterns.

AUTO-ACTIVATE on keywords (workflow, kanban, regras de negócio, transição, processo, estado, automação, patterns, agents, dashboard). Provides comprehensive knowledge and practical tools for developing the Kanban-Workflow system in VibeCForms v4.0. Covers workflow architecture, implementation phases, AI agents, pattern analysis, visual editors, business rules, auto-transitions, and analytics. Use when user mentions workflow-related concepts or business logic.

커맨드, 스킬, 에이전트 사용 빈도 측정 및 리포트 생성. 미사용 항목 식별, 최적화 제안 제공.

Cross-portfolio performance analytics, strategic allocation optimization, and risk correlation analysis. Use for quarterly portfolio reviews, LP reporting, fund performance analysis, strategic allocation decisions, and impact measurement across investments. Generates interactive dashboards, performance attribution analysis, and strategic recommendations for portfolio construction and rebalancing.