fmschulz/omics-skills · skills/exploratory-data-analysis/SKILL.md

exploratory-data-analysis skillA

exploratory-data-analysis is agent-read markdown (skill) from fmschulz/omics-skills: Inspect scientific data and generate a Markdown structure-and-quality report. Use when triaging tabular, array, sequence, HDF5, JSON, or raster files before downstream analysis..

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 fmschulz/omics-skills/exploratory-data-analysis@git:20260807.4acaed9
Exact content
mdr add fmschulz/omics-skills/exploratory-data-analysis@sha256:d3d693129817d6c2

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_5hqwztq525zz4xlq.svg)](https://markdownregistry.com/a/art_5hqwztq525zz4xlq)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260807.4acaed9 latest2026-08-07 4acaed9 11,947 BA view · diff
git:20260712.36751712026-07-12 3675171 16,826 BA view · diff
git:20260711.5ae6f6f2026-07-11 5ae6f6f 16,450 BA view · diff
git:20260526.498d7f12026-05-26 498d7f1 15,969 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 (11947 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

fmschulz/omics-skills · 7 stars · license MIT · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5hqwztq525zz4xlq
GET https://markdownregistry.com/api/v1/resolve?ref=fmschulz/omics-skills/exploratory-data-analysis
GET https://markdownregistry.com/api/v1/blob/d3d693129817d6c290adbe09608b14f73ba56c1d8368f62b67ed2f23777fb6f3