aipoch/open-science · resources/skills/env-management/SKILL.md

env-management skillB

env-management is agent-read markdown (skill) from aipoch/open-science: Use when a notebook run fails on a missing package (ImportError, ModuleNotFoundError, "there is no package called"), when you need to inspect an installed package version, or when you need to install, add, or manage Python or R packages for the notebook runtime. Covers inspect_packages, routing Python vs R through manage_packages, why in-cell %pip/!pip/install.packages() and OS installers are forbidden, restarting the kernel after an install, and when to stop and ask the user..

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 aipoch/open-science/env-management@git:20260824.727a607
Exact content
mdr add aipoch/open-science/env-management@sha256:9421043a9c3e6337

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_mup2z6nbbaiqmerw.svg)](https://markdownregistry.com/a/art_mup2z6nbbaiqmerw)

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Versions

versioncommittedcommitsizeaudit
git:20260824.727a607 latest2026-08-24 727a607 6,989 BB view · diff
git:20260729.6a5aa8e2026-07-29 6a5aa8e 5,920 BB view · diff
git:20260720.69783022026-07-20 6978302 4,450 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

aipoch/open-science · 3,699 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mup2z6nbbaiqmerw
GET https://markdownregistry.com/api/v1/resolve?ref=aipoch/open-science/env-management
GET https://markdownregistry.com/api/v1/blob/9421043a9c3e6337146fbb161e26b0b49dbb6ace091bcc01f43d7456ef0e33eb