sutchan/agent-skills-hub · skills/data-visualization/SKILL.md

data-visualization skillA

data-visualization is agent-read markdown (skill) from sutchan/agent-skills-hub: 用于 Python 数据可视化分析的技能，覆盖 matplotlib、seaborn、plotly 等主流库，帮助将数据转化为清晰、有洞察力的图表。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add sutchan/agent-skills-hub/data-visualization@git:20260822.6662c18
Exact content
mdr add sutchan/agent-skills-hub/data-visualization@sha256:bb1b74a0b55c264a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tewwmjc2sw3y34cy.svg)](https://markdownregistry.com/a/art_tewwmjc2sw3y34cy)

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Versions

versioncommittedcommitsizeaudit
git:20260822.6662c18 latest2026-08-22 6662c18 11,340 BA view · diff
git:20260821.3c8c9412026-08-21 3c8c941 11,328 BA view · diff
git:20260821.6eecafd2026-08-21 6eecafd 11,328 BA view · diff
git:20260820.53c4f2e2026-08-20 53c4f2e 11,284 BA view · diff
git:20260820.fd063ef2026-08-20 fd063ef 11,113 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11340 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

GitHub

sutchan/agent-skills-hub · 2 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tewwmjc2sw3y34cy
GET https://markdownregistry.com/api/v1/resolve?ref=sutchan/agent-skills-hub/data-visualization
GET https://markdownregistry.com/api/v1/blob/bb1b74a0b55c264a85ac57186ac4815ecccbdb5d2de404690471843b5219c9a3

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.