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

exploratory-data-analysis skillA

exploratory-data-analysis is agent-read markdown (skill) from marielynneblock/arcanum-artifex: Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analysing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientif.

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/exploratory-data-analysis@git:20260710.0115f49
Exact content
mdr add marielynneblock/arcanum-artifex/exploratory-data-analysis@sha256:7e3d52c5fd00077d

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_jwirpypcedhb5xuh.svg)](https://markdownregistry.com/a/art_jwirpypcedhb5xuh)

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Versions

versioncommittedcommitsizeaudit
git:20260710.0115f49 latest2026-07-10 0115f49 14,315 BA view · diff
git:20260710.d1b3aa82026-07-10 d1b3aa8 14,315 BA view · diff
git:20260710.ffb34002026-07-10 ffb3400 14,315 BA view · diff
git:20260515.b861afb2026-05-15 b861afb 14,315 BA view · diff
git:20260406.05dff342026-04-06 05dff34 14,316 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 (14315 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_jwirpypcedhb5xuh
GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/exploratory-data-analysis
GET https://markdownregistry.com/api/v1/blob/7e3d52c5fd00077df37a54527c36dd8a9ffd0b8c62ec50c945c61dde392218be

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