k-dense-ai/scientific-agent-skills · skills/exploratory-data-analysis/SKILL.md

exploratory-data-analysis skillA

exploratory-data-analysis is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed..

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 k-dense-ai/scientific-agent-skills/exploratory-data-analysis@v1.2
Exact content
mdr add k-dense-ai/scientific-agent-skills/exploratory-data-analysis@sha256:71506b29ce46a625

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_gozhqsheox72g5xw.svg)](https://markdownregistry.com/a/art_gozhqsheox72g5xw)

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Versions

versioncommittedcommitsizeaudit
v1.2 latest2026-09-02 1e5eeff 13,591 BA view · diff
v1.12026-07-26 b085e11 12,633 BA view · diff
v1.12026-07-24 cadf380 12,637 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 14,336 BA view · diff
v1.02026-05-27 0936740 14,331 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 (13591 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

k-dense-ai/scientific-agent-skills · 43,331 stars · license MIT · pushed 2026-09-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gozhqsheox72g5xw
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/exploratory-data-analysis
GET https://markdownregistry.com/api/v1/blob/71506b29ce46a6257332c95ac12a7c8bc3c18e35544d47fc3d870f94a82a65fe