cuequivariance SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
cuequivariance 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/cuequivariance@git:20261105.dbff972Pins git:20261105.dbff972 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
skills/bionemo-agent-toolkit/skills/cuequivariance/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261105.dbff972, committed Nov 5, 2026
- First version recorded
- Aug 25, 2026
- Size
- 19,668 bytes
- Repository stars
- 503
- License
- a license file GitHub does not identify
Use when defining cuEquivariance groups and irreps, building equivariant tensor products, or validating segmented polynomials with NumPy.
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
# cuequivariance: Groups, Irreps, and Segmented Polynomials ## Purpose `cuequivariance` (imported as `cue`) provides two core abstractions: 1. **Group theory**: `Irrep` subclasses define irreducible representations of Lie groups (SO3, O3, SU2, or custom). `Irreps` manages collections with multiplicities. 2. **Segmented polynomials**: `SegmentedTensorProduct` describes tensor contractions over segments of varying shape, linked by `Path` objects carrying Clebsch-Gordan coefficients. `SegmentedPolynomial` wraps multiple STPs into a polynomial with named inputs/outputs. Two higher-level wrappers attach group representations: - `EquivariantPolynomial` — dense operands with `IrrepsAndLayout` metadata - `IrDictPolynomial` — operands already split by irrep, with per-group `Irreps` metadata for the `dict[Irrep, Array]` workflow ## Inputs …
Read the whole file at its exact version.
How to install
mdr add nvidia-bionemo/bionemo-agent-toolkit/cuequivariance@sha256:7364cc7de3f01106The line at the top of this page pins the label git:20261105.dbff972, 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_uxth5aiuhom5nrip)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 25, 2026 and Nov 5, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.dbff972 latest | 2026-11-05 | dbff972 | 19,668 B | A | view · diff |
| git:20261002.b8a760b | 2026-10-02 | b8a760b | 7,439 B | A | view · diff |
| git:20261002.53cded3 | 2026-10-02 | 53cded3 | 6,604 B | A | view · diff |
| git:20260825.0e67a61 | 2026-08-25 | 0e67a61 | 15,620 B | A | view |
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 (19668 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_uxth5aiuhom5nrip GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-bionemo/bionemo-agent-toolkit/cuequivariance GET https://markdownregistry.com/api/v1/blob/7364cc7de3f01106d71c46c40d372b1cdac9512be1d43fe0910b93ca13bb521f
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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