rfd4-proteina-campaign SKILL.md skillA
rfd4-proteina-campaign from nvidia-bionemo/bionemo-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia-bionemo/bionemo-agent-toolkit/rfd4-proteina-campaign@git:20261020.65f97c4Pins git:20261020.65f97c4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia-bionemo/bionemo-agent-toolkit
- Path
open-models-skills/rfd4-proteina/rfd4-proteina-campaign/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261020.65f97c4, committed Oct 20, 2026
- Size
- 5,854 bytes
- Repository stars
- 503
- License
- a license file GitHub does not identify
Use when running RFD4-Proteina campaigns with provenance linking inputs, designs, oracle results, metrics, and passer criteria.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# RFD4-Proteína design campaigns ## Purpose A campaign is an inspectable scientific program, not a collection of output directories. Its durable product is a ledger that connects every design to the exact annotated CIF, resolved configuration, run, lineage, metrics, oracle predictions, and versioned passer decision that produced it. ## Required operating contract 1. Interview the user about intent, success criteria, uniqueness, compute budget, and scheduler choices before launching work. 2. Initialize the campaign ledger before the first run. Register inputs, resolved configs, and planned runs before submission; ingest designs and oracle results incrementally. 3. Preserve every user-selected partition, account, QoS/priority, reservation, constraint, GPU, memory, CPU, and runtime setting. State the resolved values before submission and never substitute a competing directive. 4. Give every materialized design a stable ID. Never recover input, config, or parentage by matching filename fragments. 5. Preserve all oracle predictions and available confidence JSON, including on-target, off-target, checkpoint, and failed evaluations. Metrics link to the …
Read the whole file at its exact version.
How to install
mdr add nvidia-bionemo/bionemo-agent-toolkit/rfd4-proteina-campaign@sha256:6732da03e4495e36The line at the top of this page pins the label git:20261020.65f97c4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_r3ul7xf5mminkc53)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5854 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
nvidia-bionemo/bionemo-agent-toolkit · 503 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_r3ul7xf5mminkc53 GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-bionemo/bionemo-agent-toolkit/rfd4-proteina-campaign GET https://markdownregistry.com/api/v1/blob/6732da03e4495e362b6381834ea192de25d822c291f89d97bbe142fe9966f800
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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