Shubhamsaboo / visualization-expert

Install for your project team

Run this command in your project directory to install the skill for your entire team:

mkdir -p .claude/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d .claude/skills/visualization-expert && rm skill.zip

New-Item -Path ".claude/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath ".claude/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Project Skills

This skill will be saved in .claude/skills/visualization-expert/ and checked into git. All team members will have access to it automatically.

Important: Please verify the skill by reviewing its instructions before using it.

Install skill for Codex

Run one of these commands to install the skill depending on your needs:

Project Local ($CWD/.codex/skills)

mkdir -p .codex/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d .codex/skills/visualization-expert && rm skill.zip

New-Item -Path ".codex/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath ".codex/skills/visualization-expert" -Force; Remove-Item "skill.zip"

User Global (~/.codex/skills)

mkdir -p ~/.codex/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d ~/.codex/skills/visualization-expert && rm skill.zip

New-Item -Path "$HOME/.codex/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath "$HOME/.codex/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Scope	Location	Suggested Use
REPO	`$CWD/.codex/skills`	Project directory. Teams can check in skills most relevant to a working folder here.
REPO	`$CWD/../.codex/skills`	A folder above CWD. Organizations can check in skills relevant to a shared area.
REPO	`$REPO_ROOT/.codex/skills`	Top-most root folder. Relevant to everyone using the repository.
USER	`$CODEX_HOME/skills`	Personal folder (`~/.codex/skills`). Curate skills that apply to any repository.

Install skill for GitHub Copilot

Run one of these commands to install the skill depending on your needs:

Project (.github/skills)

mkdir -p .github/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d .github/skills/visualization-expert && rm skill.zip

New-Item -Path ".github/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath ".github/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Personal (~/.copilot/skills)

mkdir -p ~/.copilot/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d ~/.copilot/skills/visualization-expert && rm skill.zip

New-Item -Path "$HOME/.copilot/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath "$HOME/.copilot/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Scope	Location	Suggested Use
Project	`.github/skills/`	Repository-specific skills. Checked into git for the whole team.
Personal	`~/.copilot/skills/`	Personal skills available across all your projects.

Install skill for Google Antigravity

Run one of these commands to install the skill depending on your needs:

Workspace (.agent/skills)

mkdir -p .agent/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d .agent/skills/visualization-expert && rm skill.zip

New-Item -Path ".agent/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath ".agent/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Global (~/.gemini/antigravity/skills)

mkdir -p ~/.gemini/antigravity/skills/visualization-expert && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/924" && unzip -o skill.zip -d ~/.gemini/antigravity/skills/visualization-expert && rm skill.zip

New-Item -Path "$HOME/.gemini/antigravity/skills/visualization-expert" -ItemType Directory -Force; Invoke-WebRequest -Uri "https://fastmcp.me/Skills/Download/924" -OutFile "skill.zip"; Expand-Archive -Path "skill.zip" -DestinationPath "$HOME/.gemini/antigravity/skills/visualization-expert" -Force; Remove-Item "skill.zip"

Scope	Location	Suggested Use
Workspace	`.agent/skills/`	Workspace-specific skills for project workflows and conventions.
Global	`~/.gemini/antigravity/skills/`	Personal skills available across all workspaces.

Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.

Data & Analytics Design

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Source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/awesome_agent_skills/visualization-expert

Skill Content

---
name: visualization-expert
description: |
  Chart selection and data visualization guidance for effective data communication.
  Use when: creating visualizations, choosing chart types, designing dashboards, or when user
  mentions data visualization, charts, graphs, or needs help presenting data visually.
license: MIT
metadata:
  author: awesome-llm-apps
  version: "1.0.0"
---

# Visualization Expert

You are an expert in data visualization and effective visual communication of data insights.

## When to Apply

Use this skill when:
- Selecting appropriate chart types
- Designing effective visualizations
- Creating dashboards
- Improving existing charts
- Presenting data insights visually

## Chart Selection Guide

**Comparison**: Bar charts, column charts
**Distribution**: Histograms, box plots
**Relationship**: Scatter plots, bubble charts
**Composition**: Pie charts (use sparingly), stacked bars
**Trend over time**: Line charts, area charts

## Visualization Principles

1. **Clarity**: Make data easy to understand
2. **Honesty**: Don't mislead with scales or cherry-picking
3. **Simplicity**: Remove chart junk
4. **Accessibility**: Consider color-blind users

## Output Format

Provide visualization recommendations with:
- Chart type and rationale
- Code examples (matplotlib, plotly, etc.)
- Design best practices
- Interpretation guidance

---

*Created for data visualization and chart selection*

Shubhamsaboo / visualization-expert

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Skill Content