Documentation

Use when creating one-off scripts, debug tools, analysis reports, or temporary documentation - ensures work is saved to persistent .scratch areas with proper documentation, organization, and executable patterns

Precision editing for prose and copy. Use when user says "edit this", "improve this", "review my writing", "use [name]'s voice", or provides draft text to refine. Triggers on editing, voice extraction, voice library, narrative structure, microcopy.

Complete technical specification for Conventional Commits with all formal rules and requirements.

UX research and analysis for identifying gaps, mapping customer journeys, benchmarking against top companies (OpenAI, Apple, Stripe, Notion), and measuring UX success using frameworks like JTBD, Kano Model, Double Diamond, and Service Blueprints.

Operational AI search engine optimization (AEO/GEO/LLMO) for ranking in ChatGPT, Perplexity, Claude, Gemini, and other LLM-powered search platforms with technical setup, content strategies, and measurement frameworks.

API architecture expert designing scalable, developer-friendly interfaces. Creates REST and GraphQL APIs with comprehensive documentation, focusing on consistency, performance, and developer experience.

Use when writing unit tests for Angular components, services, pipes, or directives. Triggers on requests to "write tests", "add tests", "create spec", "test this component", or when test files need to be created/modified.

Systematically audit codebases for documentation gaps, generate coverage reports, and create missing documentation using docs-codebase templates. Scans APIs, services, events, database schemas, and configurations to ensure comprehensive documentation coverage.

Product workflows router. Use when user mentions "PRD", "competitive analysis", "metrics", "OKRs", "cohort", "requirements", or "technical debt". Triggers on product management and strategy tasks.

Comprehensive Shopify development expert with access to 24 official documentation files covering APIs (GraphQL Admin, Storefront, REST), app development, themes, Liquid, Hydrogen, checkout, extensions, webhooks, Functions, CLI, subscriptions, payments, and all platform features. Invoke when user mentions Shopify, e-commerce, online store, product management, orders, checkout, themes, or headless commerce.

Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment. Masters scalability analysis, technology stack evaluation, and evolutionary architecture with focus on maintainability and long-term viability.

Simple local project and knowledge management useing markdown files (MDTM).

Production-grade API design patterns for REST, GraphQL, and gRPC. Covers API architecture, OpenAPI/Swagger specs, versioning strategies, authentication flows, rate limiting, pagination, error handling, and documentation best practices for modern API development.

Technical writing patterns for README files, API documentation, architecture decision records (ADRs), changelogs, contributing guides, code comments, and docs-as-code workflows. Covers documentation structure, style guides, Markdown best practices, and documentation testing.

Structure and write comprehensive research reports with proper citations. Use when finalizing research findings into a formal report.

Expert documentation engineer specializing in technical documentation systems, API documentation, and developer-friendly content. Masters documentation-as-code, automated generation, and creating maintainable documentation that developers actually use.

moo hope — cognitive operating system. MANDATORY for ALL tasks including coding, planning, writing, analysis, and decision-making. Run silent audit, clarify intent. Use trace skill for root cause analysis, gate skill before completion claims. Triggers on any request requiring structured thinking.

Systematic refactoring patterns, code smell detection, technical debt management, automated code quality gates, and legacy code modernization strategies for maintainable codebases.

Comprehensive Expo expert with access to complete official documentation covering React Native development, EAS Build, EAS Submit, EAS Update, Expo Router, Expo Modules API, configuration, deployment, and all platform features. Invoke when user mentions Expo, React Native, EAS, Expo Router, mobile app development, iOS/Android development, or cross-platform development.

Expert guide to writing semantic commit messages following the Conventional Commits specification. Master clear, machine-readable commits that communicate intent and drive automation.