marielynneblock/arcanum-artifex · skills/data-science/networkx/SKILL.md

networkx skillA

networkx is agent-read markdown (skill) from marielynneblock/arcanum-artifex: Comprehensive toolkit for creating, analysing, and visualising complex networks and graphs in Python. Use when working with network/graph data structures, analysing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualising network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships..

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 marielynneblock/arcanum-artifex/networkx@git:20260710.0115f49
Exact content
mdr add marielynneblock/arcanum-artifex/networkx@sha256:e7e4ebbbdc74b92d

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_5nxqbey6z77h7vt3.svg)](https://markdownregistry.com/a/art_5nxqbey6z77h7vt3)

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Versions

versioncommittedcommitsizeaudit
git:20260710.0115f49 latest2026-07-10 0115f49 12,715 BA view · diff
git:20260710.ffb34002026-07-10 ffb3400 12,713 BA view · diff
git:20260515.b861afb2026-05-15 b861afb 12,713 BA view · diff
git:20260406.05dff342026-04-06 05dff34 12,714 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 (12715 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

marielynneblock/arcanum-artifex · 4 stars · license none · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5nxqbey6z77h7vt3
GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/networkx
GET https://markdownregistry.com/api/v1/blob/e7e4ebbbdc74b92df52dc3ca0c751092b9aec73cad2924a2cc773352fc9f36b1

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