nvidia/skills · skills/bionemo-kermt-infer/SKILL.md

kermt-infer skillA

kermt-infer is agent-read markdown (skill) from nvidia/skills: Run predictions with a finetuned KERMT checkpoint on a SMILES-only CSV. The skill validates that the input ckpt has task FFN heads (refuses pretrain ckpts with a redirect to kermt-finetune), validates the CSV, prepares the data (clean + rdkit_2d features), then launches main.py predict inside the kermt container (blocking, minutes-scale)..

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 nvidia/skills/kermt-infer@git:20260915.2cd3507
Exact content
mdr add nvidia/skills/kermt-infer@sha256:c018fbd4beb697c8

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_lr5yvkud52b55uua.svg)](https://markdownregistry.com/a/art_lr5yvkud52b55uua)

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Versions

versioncommittedcommitsizeaudit
git:20260915.2cd3507 latest2026-09-15 2cd3507 6,055 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 (6055 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

nvidia/skills · 3,311 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lr5yvkud52b55uua
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/kermt-infer
GET https://markdownregistry.com/api/v1/blob/c018fbd4beb697c88cfd325f28153e7b77c9bc5bd9733c326e8c3685b14e2f38