Dev Swarm Mermaid

by X-School-Academy

data

Create Mermaid diagrams and convert them to images. Use when needing to visualize flows, architecture, or data structures.

Skill Details

Repository Files

1 file in this skill directory


name: dev-swarm-mermaid description: Create Mermaid diagrams and convert them to images. Use when needing to visualize flows, architecture, or data structures.

Mermaid Diagram Generation

This skill provides instructions for creating Mermaid diagrams and converting them to SVG or PNG images using the Mermaid CLI (mmdc).

When to Use This Skill

  • User needs to visualize flows, architecture, or data structures
  • User asks to create diagrams for documentation
  • User wants to convert Mermaid syntax to image files
  • User needs flowcharts, sequence diagrams, class diagrams, or ER diagrams

Prerequisites

  • Node.js and pnpm must be installed (refer to dev-swarm-nodejs skill if needed).

Your Roles in This Skill

  • Tech Manager (Architect): Design diagram structures to effectively communicate system architecture and data flows. Choose appropriate diagram types for different use cases. Ensure diagrams accurately represent technical concepts and relationships.
  • DevOps Engineer: Execute Mermaid CLI commands to generate diagrams. Verify pnpm and Node.js installations. Convert Mermaid files to SVG or PNG formats. Troubleshoot diagram generation issues.

Role Communication

As an expert in your assigned roles, you must announce your actions before performing them using the following format:

As a {Role} [and {Role}, ...], I will {action description}

This communication pattern ensures transparency and allows for human-in-the-loop oversight at key decision points.

Installation

We recommend using pnpm dlx to execute the Mermaid CLI without a permanent global installation.

Verify mmdc availability:

pnpm dlx @mermaid-js/mermaid-cli --version

Usage

  1. Create a Mermaid file: Create a file with .mmd extension (e.g., diagram.mmd) containing the Mermaid diagram definition.

    Example diagram.mmd:

    flowchart TD
        A[Idea] --> B[AI Agent]
        B --> C[Design]
        C --> D[Code]
        D --> E[Test]
        E --> F[Deploy]
    
  2. Generate Image: Use pnpm dlx to run the Mermaid CLI and convert the .mmd file to an image (SVG recommended for scalability).

    pnpm dlx @mermaid-js/mermaid-cli -i diagram.mmd -o diagram.svg
    

    For PNG output:

    pnpm dlx @mermaid-js/mermaid-cli -i diagram.mmd -o diagram.png
    

Common Diagram Types

  • Flowchart: flowchart TD (Top-Down) or LR (Left-Right)
  • Sequence Diagram: sequenceDiagram
  • Class Diagram: classDiagram
  • State Diagram: stateDiagram-v2
  • Entity Relationship Diagram: erDiagram

Related Skills

Xlsx

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

data

Clickhouse Io

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

datacli

Clickhouse Io

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

datacli

Analyzing Financial Statements

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

data

Data Storytelling

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

data

Kpi Dashboard Design

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.

designdata

Dbt Transformation Patterns

Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.

testingdocumenttool

Sql Optimization Patterns

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

designdata

Anndata

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.

arttooldata

Xlsx

Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.

tooldata

Skill Information

Category:Data
Last Updated:1/2/2026