SkillsLib.ai

Data Visualization Design & Code Generation

Turn data into publication-ready charts with AI-designed visualizations

0.0(0 reviews)
100+ downloads
Updated Oct 2026

What You Can Do

You describe your data and insights to Claude, and it designs custom charts, writes production-ready rendering code, and optimizes every visual detail for clarity and impact. Whether you're building dashboards, infographics, or presentation decks, Claude translates raw datasets into stories that resonate with your audience.

Features

Design custom charts tailored to your data story and audience needs
Generate production-ready code in D3, Plotly, matplotlib, or SVG format
Optimize color palettes for accessibility and visual hierarchy
Create interactive dashboard layouts with responsive design
Design infographics and annotated visualizations from datasets
Generate multiple chart design variations for A/B testing
Specify precise design requirements (fonts, spacing, colors, labels)
Export design specs compatible with Figma and design tools

Example Output

Prompt: "I have quarterly revenue data: Q1 $120k, Q2 $180k, Q3 $210k, Q4 $195k. Design a professional bar chart for an investor pitch deck with our brand blue."

Claude generates: SVG or D3 code with clean axes, gridlines, color-coded bars, and design rationale: "Bar chart chosen for clear quarter-to-quarter comparison. Blue gradient ($2563FF to $1D4ED8) creates visual hierarchy. Sans-serif labels ensure presentation-slide readability."

Prompt: "Build an interactive Plotly.js scatter plot showing user engagement vs. retention rate with hover tooltips and color-coded cohorts."

Claude generates: Complete React-ready code with axes, scales, color encoding, interactive tooltips, and responsive container — copy-paste ready for production.

What's Included

  • SKILL.md: Core skill with chart design decision trees, visualization best practices, and code generation patterns
  • Chart Type Templates: Starter prompts for bar, line, scatter, heatmap, sankey, and specialty visualizations
  • Color Palette Library: Accessible color combinations with WCAG AA/AAA compliance ratings
  • Code Snippet Library: D3, Plotly, matplotlib, and SVG templates for common visualizations
  • Design Checklist: Verification guide for readability, accessibility, and impact

Who It's For

  • Data analysts building dashboards and analytical reports
  • Product managers visualizing metrics for executive presentations
  • Data scientists explaining model outputs and key insights
  • Content creators and journalists making data-driven stories
  • Business intelligence teams designing analytics platforms

Best For

  • Converting raw datasets into publication-ready dashboards
  • Creating presentation-quality charts for stakeholder meetings
  • Building interactive infographics from complex datasets
  • Generating multiple design variations for chart A/B testing
  • Designing responsive data visualizations for web applications

You might also like

Experiment Design & Statistical Analysis for Research Engineers
$45
Experiment Design & Statistical Analysis for Research Engineers

You can design statistically valid experiments with proper power analysis, choose the right statistical tests for your data type, analyze results while controlling for multiple comparisons, and generate publication-ready reports with accurate interpretation of findings. Claude helps you avoid common statistical pitfalls and ensures your experimental claims are well-supported by evidence.

Analytics Documentation Generator
$25
Analytics Documentation Generator

This skill automatically documents your entire analytics infrastructure by analyzing data sources, transformations, and outputs. You'll generate production-ready data dictionaries with field definitions, lineage maps showing data flow across systems, and transformation documentation that explains logic and dependencies. Save weeks of manual documentation work while keeping your analytics stack discoverable as it evolves.

BI Data Quality Investigator
$30
BI Data Quality Investigator

You'll systematically diagnose data quality problems by developing structured root cause analysis frameworks, calculating the true business impact, and creating reproducible validation tests. This skill walks you through hypothesis-driven investigation, data lineage analysis, and remediation planning — turning data issues into documented fixes and preventive measures.

RAG Pipeline Optimization with Claude
$40
RAG Pipeline Optimization with Claude

You can systematically evaluate and improve your RAG pipelines using Claude as a design partner. You'll analyze retrieval quality, identify bottlenecks in your embedding and chunking strategies, and receive actionable recommendations to reduce hallucinations and improve context relevance. By the end, you'll have a data-driven optimization plan tailored to your specific use case and performance metrics.

Data Quality Test Framework Builder
$35
Data Quality Test Framework Builder

You'll build comprehensive data quality test suites that validate transformations, detect anomalies, and document standards across your dbt and SQL pipelines. This skill generates production-ready test configurations, anomaly detection protocols, and validation rules that catch data issues before they impact analytics.

HEOR Evidence Synthesis & Dossier Builder
$35
HEOR3.6(5)
HEOR Evidence Synthesis & Dossier Builder

You can rapidly compile, organize, and format disparate health economic evidence—from clinical trials to cost-effectiveness analyses—into structured, regulatory-compliant dossiers. This skill maps your evidence to specific payer and HTA requirements, automatically generates evidence hierarchies, and produces submission-ready dossier outlines with formatting that meets regulatory standards for NICE, EUnetHTA, and other major bodies.

Payer Evidence Synthesis & HTA Builder
$30
Payer4.0(3)
Payer Evidence Synthesis & HTA Builder

You can structure comprehensive health technology assessments (HTAs) that organize clinical evidence, economic analyses, and regulatory considerations into evidence-based coverage recommendations. This skill helps you synthesize clinical trial data, health economic models, and real-world evidence into clear, defensible payer coverage determinations. You'll generate professional HTA reports that align with major frameworks like ICER, CADTH, and NICE standards.

ML Infrastructure Failure Analysis & Optimization
$25
ML Infrastructure Failure Analysis & Optimization

This skill helps you systematically diagnose failures in distributed ML training and serving infrastructure. You provide system logs, metrics, and error traces, and Claude performs structured root-cause analysis to identify the underlying issue—whether it's resource exhaustion, distributed system deadlock, data pipeline corruption, or model serving misconfiguration. You get a detailed diagnosis with remediation steps ranked by likelihood and implementation effort.

$30.00