magnus919/agent-skills · data-cleaning/SKILL.md

data-cleaning skillA

data-cleaning is agent-read markdown (skill) from magnus919/agent-skills: Clean, profile, validate, reshape, and document messy tabular, text, JSON, and relational data through an evidence-first, reproducible workflow. Use when preparing data for analysis, reporting, modeling, ingestion, migration, or matching. Do not use for statistical modeling, dashboard design, or operating a named data platform; route those tasks to data-scientist, data-engineering, or the relevant tool skill..

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 magnus919/agent-skills/data-cleaning@git:20260823.cedf44c
Exact content
mdr add magnus919/agent-skills/data-cleaning@sha256:23c89b41b25d460c

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_h76z74loz5cpa62b.svg)](https://markdownregistry.com/a/art_h76z74loz5cpa62b)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260823.cedf44c latest2026-08-23 cedf44c 8,008 BA view · diff
git:20260818.dde5fa12026-08-18 dde5fa1 5,296 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

magnus919/agent-skills · 71 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_h76z74loz5cpa62b
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/data-cleaning
GET https://markdownregistry.com/api/v1/blob/23c89b41b25d460cf6684f1adae61bde0f328d52a309df416c64bcb693bacf2a