chart

chart is a skill for Claude Code, Codex from arbazkhan971/godmode. It costs 31 tokens per session (2,871 once invoked), scanned A, original, MIT.

A workflow for turning data into charts, graphs and dashboards. It helps choose a visual form based on whether the goal is to compare values, show trends, reveal relationships or display other patterns.

In plain words
What is it for?
Use it to plot data, build analytics dashboards, display metrics and plan visualizations in tools such as D3.js, Chart.js, Recharts or Plotly.
Why use it?
It reduces the guesswork involved in choosing a chart and planning its data, audience and interaction model. It also accounts for the application environment, existing chart library and practical constraints.

Skill for Claude CodeCodex

Part of the godmode plugin — 43 skills, 1 command, 9 agents, 3 MCP servers shipped together

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.

agentmods
npx agentmods add skills/arbazkhan971/godmode/chart
Any agent
npx skills add arbazkhan971/godmode --skill chart
Clone the repo
git clone --depth 1 https://github.com/arbazkhan971/godmode

Made for: Claude Code, Codex.

Or install godmode, the plugin that ships this one along with the rest of its 43 skills, 1 command, 9 agents, 3 MCP servers.

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 chart

README.md
[![agentmods](https://agentmods.dev/badge/skills/arbazkhan971/godmode/chart.svg)](https://agentmods.dev/skills/arbazkhan971/godmode/chart)
Your own site
<a href="https://agentmods.dev/skills/arbazkhan971/godmode/chart"><img src="https://agentmods.dev/badge/skills/arbazkhan971/godmode/chart.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,871 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00031 $0.02871
Opus 5 $0.00015 $0.01435
Sonnet 5 $0.00006 $0.00574
Haiku 4.5 $0.00003 $0.00287

Measured 4d ago against content hash ef1afd6f5986, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

chart 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 4d 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/chart/SKILL.md · 305 lines

How it starts

The opening of the file, as written. The whole thing — 305 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Chart — Data Visualization

Activate When

  • User invokes /godmode:chart
  • User says "create a chart", "visualize this data", "make a graph"
  • User says "build a dashboard", "display metrics", "plot this"
  • When building reporting pages or analytics dashboards
  • When /godmode:plan identifies data visualization tasks
  • When /godmode:review flags visualization accessibility or usability issues

Workflow

Step 1: Data & Intent Discovery

Understand the data and what the visualization needs to communicate:

VISUALIZATION DISCOVERY:
Project: <name and purpose>
Data source: <API endpoint | database query | static JSON | CSV | real-time stream>
Data shape: <rows x columns, field names, types>
Audience: <executives | engineers | end-users | public>
Goal: <compare | trend | distribute | correlate | compose | flow | geospatial>
Interactivity: <static | hover tooltips | click-to-filter | drill-down | real-time>
Environment: <React | Vue | Angular | vanilla JS | server-side PDF | Jupyter>
Existing library: <D3.js | Chart.js | Recharts | Plotly | Nivo | Victory | none>
Constraints: <bundle size limit | IE support | print-friendly | offline | color-blind safe>

If the user hasn't specified, ask: "What story should this visualization tell? Who is the audience?"

Step 2: Chart Type Selection

Select the optimal chart type based on the data and communication goal:

CHART TYPE SELECTION:
| Goal | Recommended Chart Types |
|--|--|
| Compare values | Bar (vertical/horizontal), Grouped bar, Lollipop |
| Show trends | Line, Area, Sparkline, Step |
| Show distribution | Histogram, Box plot, Violin, Density |
| Show correlation | Scatter, Bubble, Heatmap (correlation matrix) |
| Show composition | Stacked bar, Treemap, Sunburst, Waffle |
| Show flow/process | Sankey, Alluvial, Chord diagram |
| Show hierarchy | Treemap, Sunburst, Dendrogram, Circle packing |
| Show geographic | Choropleth, Bubble map, Hex bin map |
| Show part-to-whole | Donut, Stacked area, Marimekko |
  ...

Rules:

  • Never use pie charts for more than 5 categories — use bar charts instead
  • Never use 3D charts — they distort perception and reduce accuracy
  • Use line charts only for continuous data (time series) — not categorical
  • Prefer horizontal bar charts when labels are long
  • Use small multiples over complex multi-series charts when series exceed 5

Read the full file on GitHub · 305 lines

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. 4d ago First seen · 305 lines · 31 tokens per session scan A ef1afd6f5986

Subscribe to this mod's changes

chart is a skill published in the GitHub repository arbazkhan971/godmode (26 stars, last pushed 6d ago), licensed MIT. It adds 31 tokens to every session and 2,871 once invoked, about $0.0002 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.

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