data-viz

data-viz is a skill for Claude Code, Codex from inbharatai/claude-skills. It costs 25 tokens per session (404 once invoked), scanned A, original, MIT.

A visualization helper for turning raw data into interactive dashboards, maps, network graphs, and Sankey diagrams, which show flows between categories.

In plain words
What is it for?
Use it to create dashboards, geographic maps, relationship graphs, and flow diagrams from raw data.
Why use it?
It makes complex datasets easier to explore and understand through interactive visual displays.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code.

Good fit Use it to create dashboards, geographic maps, relationship graphs, and flow diagrams from raw data.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/inbharatai/claude-skills/data-viz
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add inbharatai/claude-skills --skill data-viz
Clone the repo
git clone --depth 1 https://github.com/inbharatai/claude-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for data-viz

README.md
[![agentmods](https://agentmods.dev/badge/skills/inbharatai/claude-skills/data-viz/github.svg)](https://agentmods.dev/skills/inbharatai/claude-skills/data-viz)
Your own site
<a href="https://agentmods.dev/skills/inbharatai/claude-skills/data-viz"><img src="https://agentmods.dev/badge/skills/inbharatai/claude-skills/data-viz/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for data-viz

Your own site · 80×15
<a href="https://agentmods.dev/skills/inbharatai/claude-skills/data-viz"><img src="https://agentmods.dev/badge/skills/inbharatai/claude-skills/data-viz.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 404 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00025 $0.00404
Opus 5 $0.00013 $0.00202
Sonnet 5 $0.00005 $0.00081
Haiku 4.5 $0.00003 $0.00040

Measured 11d ago against content hash ab08d722ff3d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

data-viz scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/data-viz/SKILL.md · 68 lines

What it actually says

Data Visualization

Overview

Transform raw data into compelling interactive visualizations — dashboards, maps, network graphs, and Sankey diagrams.

When to Use This Skill

Use Data Visualization when you need to:

  • Work with data visualization tasks in your project or workflow
  • Automate data visualization operations at scale
  • Generate production-quality data visualization output quickly

Instructions

When this skill is active, Claude will:

  1. Understand the full context of your data visualization request
  2. Apply best practices and conventions for Creative & Design
  3. Produce clean, well-structured, production-ready output
  4. Explain key decisions and offer alternatives where relevant

Examples

Example 1 — Basic Usage

User: Help me get started with data visualization.

Claude: I'll walk you through the essential steps for data visualization in your context...

Example 2 — Advanced Usage

User: I need a production-ready data visualization setup with full error handling.

Claude: Here's a complete, production-hardened data visualization implementation...

Guidelines

  • Always validate inputs before processing
  • Follow the conventions of the target platform or language
  • Prefer explicit over implicit — clarity beats cleverness
  • Include comments for non-obvious logic
  • Suggest tests or validation steps where appropriate

Dependencies

Required: d3, plotly, vega

Platforms

Available on: claude.ai, claude-code, api


Part of the claude-skills collection — 183+ skills for Claude.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 68 lines · 25 tokens per session scan A ab08d722ff3d

Subscribe to this mod's changes

data-viz is a skill published in the GitHub repository inbharatai/claude-skills (33 stars, last pushed 6mo ago), licensed MIT. It adds 25 tokens to every session and 404 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

plan-review-experience

Experience-dimension reviewer for written plans (UX + DX). Use when running plan-review or directly when an experience review is wanted. Activate for keywords like "UX review", "DX review", "experience review", "error states", "API ergonomics", "developer experience", "user states". Scores 5 sub-dimensions 0-10…

duthaho/claudekit · 121 tokens

DesignSystemArchitect

Complete design system intelligence — component library design, design tokens, documentation, adoption strategy, governance, versioning, and building a design system that scales with your product.

vignesh2027/Claude-Agentic-Skills2.0-version · 36 tokens

UserResearchOS

Complete user research intelligence — research planning, interview mastery, usability testing, survey design, Jobs-to-be-Done framework, synthesis, and turning user insights into product decisions.

vignesh2027/Claude-Agentic-Skills2.0-version · 37 tokens

onboarding-designer

Activates OnboardingDesigner for user and customer onboarding experience design. Use when you need to design a product onboarding flow that minimizes time-to-value, create an in-app onboarding checklist or tour, design a customer onboarding sequence for B2B SaaS, build an email onboarding drip campaign, or analyze…

vignesh2027/Claude-Agentic-Skills2.0-version · 72 tokens

product-design

Automates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Auto-invoke when user mentions design review, Figma mockup, or design handoff.

alekspetrov/navigator · 59 tokens

multi-modal-analyst

Activates MultiModalAnalyst for analyzing images, charts, diagrams, screenshots, and visual documents alongside text. Use when you need to extract data from chart images, analyze UI screenshots for UX issues, interpret architectural diagrams, read scanned documents, analyze product mockups, or process any visual input…

vignesh2027/Claude-Agentic-Skills2.0-version · 71 tokens