plotly SKILL.md skillA
plotly from marielynneblock/arcanum-artifex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add marielynneblock/arcanum-artifex/plotly@git:20260710.0115f49Pins git:20260710.0115f49 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- marielynneblock/arcanum-artifex
- Path
skills/data-science/plotly/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260710.0115f49, committed Jul 10, 2026
- First version recorded
- Apr 6, 2026
- Size
- 7,214 bytes
- Repository stars
- 4
- License
- none declared
Interactive visualisation library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualisation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Plotly
Python graphing library for creating interactive, publication-quality visualisations with 40+ chart types.
## Quick Start
Install Plotly:
```bash
uv pip install plotly
```
Basic usage with Plotly Express (high-level API):
```python
import plotly.express as px
import pandas as pd
df = pd.DataFrame({
'x': [1, 2, 3, 4],
'y': [10, 11, 12, 13]
})
fig = px.scatter(df, x='x', y='y', title='My First Plot')
fig.show()
```
## Choosing Between APIs
### Use Plotly Express (px)
For quick, standard visualisations with sensible defaults:
- Working with pandas DataFrames
- Creating common chart types (scatter, line, bar, histogram, etc.)
- Need automatic colour encoding and legends
- Want minimal code (1-5 lines)
See [reference/plotly-express.md](references/plotly-express.md) for complete guide.
### Use Graph Objects (go)
For fine-grained control and custom visualisations:
- Chart types not in Plotly Express (3D mesh, isosurface, complex financial charts)
- Building complex multi-trace figures from scratch
- Need precise control over individual components
- Creating specialised visualisations with custom shapes and annotations
…Read the whole file at its exact version.
How to install
mdr add marielynneblock/arcanum-artifex/plotly@sha256:0f5e095d30d9522fThe line at the top of this page pins the label git:20260710.0115f49, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_uasoc5fxfxtnhiy6)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 6, 2026 and Jul 10, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.0115f49 latest | 2026-07-10 | 0115f49 | 7,214 B | A | view · diff |
| git:20260710.5dcb94e | 2026-07-10 | 5dcb94e | 7,209 B | A | view · diff |
| git:20260710.ffb3400 | 2026-07-10 | ffb3400 | 7,198 B | A | view · diff |
| git:20260515.b861afb | 2026-05-15 | b861afb | 7,198 B | A | view · diff |
| git:20260406.05dff34 | 2026-04-06 | 05dff34 | 7,199 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7214 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
marielynneblock/arcanum-artifex · 4 stars · license none declared · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uasoc5fxfxtnhiy6 GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/plotly GET https://markdownregistry.com/api/v1/blob/0f5e095d30d9522f8b1d4bfe5a470744c3935f0932226a5a12e89a5a1ce14ea2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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