Data & AI

Master MongoDB Atlas cloud setup, cluster configuration, security, networking, backups, and monitoring. Get production-ready cloud database in minutes. Use when setting up cloud MongoDB, configuring clusters, or managing Atlas.

Tailwind CSS v4 styling for this project. Use when writing or modifying component styles, CSS classes, or theme configuration. Provides the project's semantic color system and v4-specific patterns.

Understand and debug how jsgui3 SSR markup becomes activated client-side, including persisted fields (data-jsgui-fields) and ctrl_fields (data-jsgui-ctrl-fields), and where to patch/plugin.

Build headless UI hooks that encapsulate data fetching, state management, routing, and mutations without UI rendering. The presenter layer in MVP architecture.Use when: building page-level hooks, creating domain-specific data hooks, separating application concerns from presentation, implementing the presenter layer, composing multiple data sources.

Implementar clientes de infraestrutura em infrastructure/. Use quando criar client externo, configuração, integração LLM, tracing, ou conexão com serviços fora do synth-lab.

Design database models with proper naming, data types, constraints, and relationships. Use this skill when creating or modifying ORM models, database schemas, or entity definitions. When working on files like models.py, models/, entities/, schemas/, or any file defining database tables and their relationships. When adding timestamps, foreign keys, indexes, or validation constraints. When defining model relationships (one-to-many, many-to-many) or cascade behaviors.

Systematic vulnerability finding, threat modeling, and attack surface analysis. Use for comprehensive security assessment planning.

DevOps expertise for deployment, CI/CD, infrastructure, and automation

Security audits, vulnerability analysis, and security best practices enforcement

Detect and fix violations of project instructions defined in .claude/rules/. Use when checking code compliance, reviewing changes, or when the user asks about instruction violations.

Master software architecture patterns for scalable, maintainable systems. From monoliths to microservices, from MVC to hexagonal - choose the right structure for every challenge.

This skill should be used when Claude Code needs to perform basic arithmetic calculations. It provides a Python script that safely evaluates mathematical expressions including addition, subtraction, multiplication, division, exponentiation, and square roots.

Medical PowerPoint presentation generation with clinical data visualization. Creates professional presentations from FHIR resources, lab results, and clinical data. Use when generating patient summaries, care plans, medical reports, or clinical presentations with proper healthcare formatting.

Creates interactive HTML visualizations of project structure, dependencies, and statistics. Use when the user asks to visualize the project, create a project overview, or generate an HTML dashboard of the codebase.

Validate skill documents against PMC skill design principles.Checks format ownership, composite skill structure, and internal consistency.CHECKS:1. FORMAT OWNERSHIP - kb skill owns all format templates (kb/references/)2. COMPOSITE STRUCTURE - Steps must have associated skills, stage announcements3. INTERNAL CONSISTENCY - No gaps, broken references, or missing sectionsUse when:- Creating new skills- Reviewing existing skills- Periodic skill maintenance- User says "lint skills", "check skills", "validate skills"

CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.

データ分析とビジネスメトリクスの設計を支援します。KPI定義、データ収集戦略、ダッシュボード設計を提供します。分析基盤の設計、ビジネスメトリクスの測定体系構築が必要な場合に使用してください。

Use a Layered (or N-Tier) architecture to separate presentation, domain logic, and data access responsibilities within a system.

指定したプラグインを有効化する。「プラグインを有効化」「〇〇をオンにして」「〇〇を有効にして」「プラグインを有効に」「〇〇を使えるようにして」「プラグインをオンに」「〇〇を有効化して」などで起動。claude plugin enable コマンドを使用して有効化。

Design systematic decision frameworks for selecting appropriate AI tools (Claude Code vs Gemini CLI)based on context requirements, codebase size, reasoning depth needs, and task complexity. Use thisskill when starting projects with unclear tool requirements, optimizing context-constrained workflows,or designing multi-phase strategies that leverage multiple tools' strengths. This skill helps matchtool capabilities to task characteristics, preventing wasted context and ensuring optimal resourceallocation.