narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/profile-dataset/SKILL.md

profile-dataset skillA

profile-dataset is agent-read markdown (skill) from narrative-io/narrative-skills-marketplace: Produce a coverage & quality profile of a Narrative dataset (or access rule): row count, per-column null/fill rate, cardinality, ranges, top-values, inferred column shape, and quality flags. Reads bundled stats + sample first, recovers missing/stale stats by configuring and recalculating them, and escalates to a cheap `/write-nql` query only for a measure no stat can provide. Descriptive, not prescriptive. Use when: "profile dataset N", "what does dataset N look like", "coverage and quality of <.

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 narrative-io/narrative-skills-marketplace/profile-dataset@v0.1.4
Exact content
mdr add narrative-io/narrative-skills-marketplace/profile-dataset@sha256:9be2950c6fdd19e4

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_fyb5fgb6lrrpqe34.svg)](https://markdownregistry.com/a/art_fyb5fgb6lrrpqe34)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v0.1.4 latest2026-08-15 0c90b52 22,234 BA view · diff
v0.1.22026-06-17 71b546b 22,064 BA view · diff
v0.1.12026-05-29 40de34e 22,013 BA view · diff
v0.1.02026-05-29 7f600b3 21,915 BA view

Audit of the latest version

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

Source

GitHub

narrative-io/narrative-skills-marketplace · 8 stars · license MIT · pushed 2026-09-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fyb5fgb6lrrpqe34
GET https://markdownregistry.com/api/v1/resolve?ref=narrative-io/narrative-skills-marketplace/profile-dataset
GET https://markdownregistry.com/api/v1/blob/9be2950c6fdd19e4183e4d9a50ef84aa13d4968bab89f392db2368e4e4a435c3