earth2studio-deterministic-forecast SKILL.md skillA
earth2studio-deterministic-forecast from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/earth2studio-deterministic-forecast@v0.16.0Pins v0.16.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/earth2studio-deterministic-forecast/SKILL.md- Versions recorded
- 2
- Latest version
- v0.16.0, committed Jun 4, 2026
- First version recorded
- May 29, 2026
- Size
- 5,488 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
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
# Earth2Studio Deterministic Forecast Skill Guide users through building deterministic (single-member) weather forecast inference scripts using `earth2studio.run.deterministic`. ## Prerequisites - Earth2Studio installed with CUDA-capable GPU - Python 3.10+, network access for model weights and data ## Live Doc References Fetch relevant docs to verify current APIs before recommending components: | Component | URL | |-----------|-----| | Prognostic models | <https://nvidia.github.io/earth2studio/modules/models_px.html> | | Data sources (analysis) | <https://nvidia.github.io/earth2studio/modules/datasources_analysis.html> | | Data sources (forecast) | <https://nvidia.github.io/earth2studio/modules/datasources_forecast.html> | | IO backends | <https://nvidia.github.io/earth2studio/modules/io.html> | | `run.deterministic` | <https://github.com/NVIDIA/earth2studio/blob/main/earth2studio/run.py> | ## Workflow ### 1. Gather Requirements (skip what's already provided) - Time horizon (hours/days/weeks) - Variables of interest (t2m, wind, geopotential, etc.) - Region (global or specific like CONUS) - GPU/VRAM available ### 2. Select Model …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/earth2studio-deterministic-forecast@sha256:e77fd15c3f6735c7The line at the top of this page pins the label v0.16.0, 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_4qvnucarnbxdeeo7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 29, 2026 and Jun 4, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.16.0 latest | 2026-06-04 | 55d907b | 5,488 B | A | view · diff |
| v0.16.0 | 2026-05-29 | 06f4290 | 8,697 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 (5488 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/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4qvnucarnbxdeeo7 GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/earth2studio-deterministic-forecast GET https://markdownregistry.com/api/v1/blob/e77fd15c3f6735c7b4cf40a66356c03bf12fa70202796af43b12f7f41d2ea9f5
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.