marielynneblock/arcanum-artifex · skills/scientific/deepchem/SKILL.md

deepchem skillA

deepchem is agent-read markdown (skill) from marielynneblock/arcanum-artifex: Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc..

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 marielynneblock/arcanum-artifex/deepchem@git:20260710.0115f49
Exact content
mdr add marielynneblock/arcanum-artifex/deepchem@sha256:41ee386dadbc965f

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_oy4abobwleixd3it.svg)](https://markdownregistry.com/a/art_oy4abobwleixd3it)

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Versions

versioncommittedcommitsizeaudit
git:20260710.0115f49 latest2026-07-10 0115f49 17,786 BA view · diff
git:20260710.d1b3aa82026-07-10 d1b3aa8 17,782 BA view · diff
git:20260710.ffb34002026-07-10 ffb3400 17,782 BA view · diff
git:20260515.b861afb2026-05-15 b861afb 17,782 BA view · diff
git:20260406.05dff342026-04-06 05dff34 17,783 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 (17786 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

marielynneblock/arcanum-artifex · 4 stars · license none · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oy4abobwleixd3it
GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/deepchem
GET https://markdownregistry.com/api/v1/blob/41ee386dadbc965f2fba19a1d22f50309ce086d82af713b1398dc38bed6763ed

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