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

data-scientist skillA

Name: data-scientist
Author: magnus919

data-scientist is agent-read markdown (skill) from magnus919/agent-skills: Use for PhD-level expertise in data science, statistics, and machine learning: rigorous statistical analysis, experimental design, causal inference, advanced modeling, research methodology, or data science project leadership. Load when the user asks about statistical methods, experimental design, model selection, A/B testing, hypothesis testing, power analysis, regression, causality, Bayesian analysis, or research methodology. For insurance, actuarial, claims, reserving, solvency, credibility, t.

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-scientist@git:20260902.035e58d

Exact content

mdr add magnus919/agent-skills/data-scientist@sha256:641d7160b5953b8b

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](https://markdownregistry.com/badge/art_qvueylvdguep5mfl.svg)](https://markdownregistry.com/a/art_qvueylvdguep5mfl)

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Versions

version	committed	commit	size	audit
git:20260902.035e58d latest	2026-09-02	035e58d	16,020 B	A	view · diff
git:20260820.c990f05	2026-08-20	c990f05	15,935 B	A	view · diff
git:20260711.a5f7e74	2026-07-11	a5f7e74	14,651 B	A	view · diff
git:20260523.b601ba0	2026-05-23	b601ba0	14,670 B	A	view · diff
git:20260522.487f892	2026-05-22	487f892	12,577 B	A	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 (16020 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

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

API

GET https://markdownregistry.com/api/v1/artifacts/art_qvueylvdguep5mfl
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/data-scientist
GET https://markdownregistry.com/api/v1/blob/641d7160b5953b8b35e252d7b268ca52efbffce98467789c324f422f6ebc305b