All Skills

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. USE FOR: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group, diagram my resources, architecture visualization, resource topology, map Azure infrastructure DO NOT USE FOR: creating/modifying resources (use azure-deploy), security scanning (use azure-security), performance troubleshooting (use azure-diagnostics), code generation (use relevant service skill)

Use when applying pediatric decision rules or growth/weight-based calculations. Includes PECARN head injury rule, CDC/WHO growth standards, weight-based dosing rules, Holliday-Segar maintenance fluids, and Parkland burn formula.

Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.

Interactive guidance on why human code review is essential for readability and maintainability.

Use when a user has a rough coding objective and needs an execution-ready `$ralph-wiggum-codex` prompt with optimized structure, model/reasoning settings, and loop flags.

Analyzes markdown files for token efficiency. TRIGGERS: optimize markdown, reduce tokens, token count, token bloat, too many tokens, make concise, shrink file, file too large, optimize for AI, token efficiency, verbose markdown, reduce file size

Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation in Python applications using Pydantic v2.

Designs effective meeting agendas, reduces meeting waste, and creates structured formats for recurring meetings. Analyzes meeting patterns to recommend which meetings to keep, combine, or eliminate.

Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.

Complete HUMMBL Base120 mental models framework with all 120 models across 6 transformations (Perspective, Inversion, Composition, Decomposition, Recursion, Meta-Systems). Includes model selection guidance, application methodology, and validation checklist. Version 1.0-beta definitive reference.

Generate reproducible Methods documentation from workflow run artifacts (Nextflow/Snakemake/CWL), including exact commands, versions, parameters, QC gates, and outputs.

Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or building custom document models.

Analyze code for security, performance, and best practices

This skill should be used when implementing backend API services, file operations, and process management in TypeScript/Node.js

Framework based on April Dunford''s "Obviously Awesome" and "Sales Pitch". Use when you need to: (1) define or evaluate product positioning using the five-component framework, (2) translate positioning into a compelling pitch for stakeholders or buyers, (3) choose a market category strategy that shapes what you build and how you compete, (4) develop differentiated value claims that connect product decisions to market reality, (5) structure a pitch for exec reviews, board updates, or partner conversations, (6) diagnose why your product story isn''t landing with customers or internal stakeholders, (7) align cross-functional teams around a shared positioning narrative, (8) connect positioning decisions to roadmap priorities and feature trade-offs

# Code Quality - Principles & Commands This document covers code quality principles, analysis dimensions, and CLI commands for maintaining code quality in this Python project. ## Quick Command (Run After Every Edit) ```bash # Auto-fix linting + format + type check .venv/bin/ruff check . --fix &&

Keras high-level neural network API. Use for deep learning.

dbt data transformation with SQL. Use for data pipelines.

React 성능 최적화 및 베스트 프랙티스 스킬. Vercel Engineering 가이드 기반, 프레임워크 비종속. 다음 상황에서 사용: (1) React 컴포넌트(.tsx, .jsx) 작성 또는 수정 시, (2) 상태 관리, hooks, 리렌더링 최적화 작업 시, (3) 비동기 데이터 페칭 또는 Suspense 패턴 작업 시, (4) 번들 사이즈 최적화 또는 코드 스플리팅 시, (5) 'react', 'useState', 'useEffect', 'useMemo', 'useCallback', 'memo', 'Suspense', 'lazy' 키워드가 포함된 작업 시

Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.

Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-powered call flows.

Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.

Comprehensive YouTube channel analysis using YouTube Data API v3. Analyze your own channel's performance metrics, content strategy, upload patterns, engagement rates, video performance, and growth trends. Use when users want to (1) Analyze their YouTube channel performance, (2) Get insights on video engagement and metrics, (3) Understand upload patterns and optimal posting times, (4) Identify top-performing content types, (5) Generate channel health reports, (6) Track subscriber and view growth patterns. Requires user's YouTube Data API v3 key.

This skill should be used when the user asks to "optimize queries", "fix slow queries", "improve performance", "detect N+1", "add indexes", or when writing Django ORM queries that access related objects. Detects and fixes performance issues.