aperivue/medsci-skills · skills/clean-data/SKILL.md

clean-data skillA

clean-data is agent-read markdown (skill) from aperivue/medsci-skills: Interactive data profiling and cleaning assistant for medical research. Three-stage workflow (profile, flag, code-generate) with user approval gates at each step. Handles missing values, outliers, duplicates, and type mismatches in CSV/Excel clinical data. Does NOT auto-clean — all decisions require researcher confirmation..

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 aperivue/medsci-skills/clean-data@git:20260815.a0dd7c1
Exact content
mdr add aperivue/medsci-skills/clean-data@sha256:a860659a204359bb

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_p67pvsjstpjkg7wb.svg)](https://markdownregistry.com/a/art_p67pvsjstpjkg7wb)

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Versions

versioncommittedcommitsizeaudit
git:20260815.a0dd7c1 latest2026-08-15 a0dd7c1 11,403 BA view · diff
git:20260628.dab23312026-06-28 dab2331 11,378 BA view · diff
git:20260620.899635d2026-06-20 899635d 10,116 BA view · diff
git:20260606.f5f5f192026-06-06 f5f5f19 9,025 BA view · diff
git:20260418.11caf952026-04-18 11caf95 8,065 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 (11403 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

aperivue/medsci-skills · 284 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p67pvsjstpjkg7wb
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/clean-data
GET https://markdownregistry.com/api/v1/blob/a860659a204359bb60615fcd7ff5478a439a7d17964cbe4cc0a94139c4704b0d