📦

plotly

Name: plotly
Author: davila7

Content revision r2 Safe 📁 Filesystem access⚙️ External commands🌐 Network access

Create Interactive Plotly Visualizations

Complex chart APIs make it difficult to choose chart types, configure interactions, and produce polished results. This skill provides focused Plotly guidance and examples.

Supports: Claude Codex Code(CC)

🥉 78 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "plotly" from https://skillstore.io/skills/davila7-plotly.md and its manifest at https://skillstore.io/api/skills/davila7-plotly/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/davila7-plotly.md Signed manifest GET /api/skills/davila7-plotly/manifest Signed lockfile GET /api/skills/davila7-plotly/lockfile

Test it

Using "plotly". Create a scatter plot comparing temperature and yield, colored by treatment, with a trendline.

Expected outcome:

A Plotly Express figure with treatment colors, an ordinary least squares trendline, clear axis labels, and informative hover values.

Using "plotly". Show quarterly prices and volume in one responsive figure.

Expected outcome:

A two-row subplot with a price line, volume bars, shared dates, coordinated styling, and responsive HTML display.

Using "plotly". Export an interactive chart for the web and a high-resolution image for a report.

Expected outcome:

A standalone HTML chart plus a scaled static image, with the required Plotly and Kaleido setup identified.

Security Audit

Safe

v9 • 7/23/2026 Open versioned report

All 41 static findings are false positives caused by documentation examples, Markdown code fences, chart terminology, and official Plotly links. No malicious intent, prompt injection, unsafe command execution, unauthorized network activity, or dangerous file handling was found.

Files scanned

2,180

Lines analyzed

Review items

False positives ignored

Risk Factors

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: codex View Audit History →

Share & cite this report

Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.

Open versioned report

Copy report link

https://skillstore.io/skills/davila7-plotly/audits/9?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown badge

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HTML badge

<a href="https://skillstore.io/skills/davila7-plotly?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-plotly/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Embed card

<iframe src="https://skillstore.io/embed/skills/davila7-plotly.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

Academic citations (APA · BibTeX · CFF)

APA citation

davila7. (2026). plotly security audit report (audit version 9) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-plotly/audits/9

BibTeX citation

@techreport{davila7-davila7-plotly-2026,
  author = {davila7},
  title = {plotly security audit report (audit version 9)},
  institution = {Skillstore},
  year = {2026},
  number = {9},
  url = {https://skillstore.io/skills/davila7-plotly/audits/9},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "plotly security audit report (audit version 9)"
version: "unspecified"
type: report
authors:
  - name: "davila7"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/davila7-plotly/audits/9"
identifiers:
  - type: other
    value: "skillstore:davila7-plotly:audit:9"
    description: "Skillstore immutable audit report identifier"

Compare variants

2 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Highest Skillstore Score

Author / source Skillstore Score Evidence Confidence Skillstore usage Updated

davila7 Recommended Current

davila7-plotly

Skillstore Score 78

Evidence Confidence High

Skillstore usage 9

Updated

2026-08-21

K-Dense-AI

k-dense-ai-plotly

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 14

Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Explore Experimental Results

Create interactive scatter plots, heatmaps, distributions, and 3D surfaces for scientific analysis.

Present Business Metrics

Build clear time-series, financial, comparison, and hierarchical charts for recurring reports.

Develop Interactive Dashboards

Combine styled subplots, controls, hover details, and responsive behavior for web applications.

Try These Prompts

Create a Basic Chart

Using a pandas DataFrame named [dataframe], create a Plotly Express [chart type] with [x], [y], clear labels, and a title.

Compare Groups

Visualize [metric] across [groups] using an appropriate Plotly chart. Add color encoding, hover details, and an accessible legend.

Build a Styled Dashboard Figure

Create a [rows] by [columns] Plotly subplot figure for [metrics]. Coordinate colors, axes, annotations, sizing, and responsive behavior.

Design an Advanced Interactive View

Build an interactive Plotly visualization for [workflow] with [controls], custom hover content, animation, and both HTML and [static format] exports.

Best Practices

Use Plotly Express for standard DataFrame charts, then refine the returned figure with graph object methods.
Choose labels, color scales, hover fields, and dimensions that match the audience and data.
Select export settings deliberately, especially embedded libraries, image size, scale, and network requirements.

Avoid

Do not use graph objects for simple charts when Plotly Express provides the required result.
Do not overload figures with traces, controls, annotations, or hover fields that obscure the main comparison.
Do not assume CDN-based HTML exports work offline or static exports work without Kaleido.