k-dense-ai/scientific-agent-skills · skills/statsmodels/SKILL.md

statsmodels skillA

statsmodels is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis..

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/statsmodels@v1.3
Exact content
mdr add k-dense-ai/scientific-agent-skills/statsmodels@sha256:e9f981de460cc864

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_5mueykicbxqm6rat.svg)](https://markdownregistry.com/a/art_5mueykicbxqm6rat)

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Versions

versioncommittedcommitsizeaudit
v1.3 latest2026-09-02 1e5eeff 10,825 BA view · diff
v1.22026-07-26 2f2022d 9,867 BA view · diff
v1.12026-07-26 b085e11 20,364 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 20,369 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 (10825 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 · 45,352 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5mueykicbxqm6rat
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/statsmodels
GET https://markdownregistry.com/api/v1/blob/e9f981de460cc8641c376757859366d53064e1a2bb27e296870e7e42cefe7676

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.