earth2studio-create-datasource SKILL.md skillA

earth2studio-create-datasource from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nvidia/skills/earth2studio-create-datasource@v0.16.0

Pins 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-create-datasource/SKILL.md
Versions recorded
1
Latest version
v0.16.0, committed Jul 1, 2026
Size
10,613 bytes
Repository stars
3,871
License
Apache-2.0

Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores. Do NOT use for fetching data with existing sources, model inference, or installation tasks.

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

# Create and Validate Data Source

## Purpose

End-to-end workflow for implementing a new Earth2Studio data source wrapper
that connects a remote data store (S3, GCS, Azure, HTTP, HuggingFace) to
Earth2Studio's async data fetching infrastructure — from analysis through
implementation, testing, validation, and PR submission.

## Prerequisites

- Earth2Studio dev environment with `uv` (`uv run python` must work)
- Git configured with fork (`origin`) and upstream (`upstream`) remotes
- Access to the target remote data store (credentials if private)
- Python 3.10+

## Workspace

Use the directory containing `pyproject.toml`. For Harbor evals, write to
`/workspace/output/` preserving paths. Never read `evals/targets/`.

## Instructions

> **Python Environment:** Always use `uv run python` or the local `.venv`.
> Never use the system Python directly.

Follow every step in order.

> **[CONFIRM] gates:** Only Step 1 (Source Type) and Step 12 (Sanity-Check
> Plots) require explicit user approval. All other `[CONFIRM]` markers are
> advisory — present decisions inline and proceed without blocking.
>
> **Deliverables first:** Write the source file and test file (Steps 6–7)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia/skills/earth2studio-create-datasource@sha256:d2ab0f793092d841

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6mvg2jqvzvhyf5gx.svg)](https://markdownregistry.com/a/art_6mvg2jqvzvhyf5gx)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 1, 2026.

versioncommittedcommitsizeaudit
v0.16.0 latest2026-07-01 4cb1092 10,613 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (10613 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 · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6mvg2jqvzvhyf5gx
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/earth2studio-create-datasource
GET https://markdownregistry.com/api/v1/blob/d2ab0f793092d841e065b24511df849e66bf0106d9f4405eb2ab121005e274c4

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.

More from nvidia/skills

nvidia-skill-finder SKILL.md skill
nvidia/skills · plugins/nvidia-skills/skills/nvidia-skill-finder/SKILL.md · Use for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill. Trigger on…
git:20261001.4aa3fd2 · audit A · 3,871 stars
accelerated-computing-cudf SKILL.md skill
nvidia/skills · skills/accelerated-computing-cudf/SKILL.md · Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby…
git:20261015.7efb297 · audit A · 3,871 stars
aiq-deploy SKILL.md skill
nvidia/skills · skills/aiq-deploy/SKILL.md · Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA AI-Q Blueprint infrastructure.
v2.1.0 · audit A · 3,871 stars
aiq-research SKILL.md skill
nvidia/skills · skills/aiq-research/SKILL.md · Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.
v2.1.0 · audit A · 3,871 stars
ambient-healthcare-agent-with-nemotron-voice-agent SKILL.md skill
nvidia/skills · skills/ambient-healthcare-agent-with-nemotron-voice-agent/SKILL.md · Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake…
v1.0.0 · audit B · 3,871 stars
amc-run-rtsp-calibration SKILL.md skill
nvidia/skills · skills/amc-run-rtsp-calibration/SKILL.md · Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP…
v1.0.0 · audit B · 3,871 stars
amc-run-sample-calibration SKILL.md skill
nvidia/skills · skills/amc-run-sample-calibration/SKILL.md · Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC…
v1.0.0 · audit A · 3,871 stars
amc-run-video-calibration SKILL.md skill
nvidia/skills · skills/amc-run-video-calibration/SKILL.md · Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s…
v1.0.0 · audit A · 3,871 stars
amc-setup-calibration-stack SKILL.md skill
nvidia/skills · skills/amc-setup-calibration-stack/SKILL.md · Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy…
v1.0.0 · audit A · 3,871 stars
boltz2-nim SKILL.md skill
nvidia/skills · skills/bionemo-boltz2-nim/SKILL.md · Use Boltz2 NIM for biomolecular structure prediction and binding affinity. Invoke for Boltz2, protein structures…
git:20261002.85ad857 · audit A · 3,871 stars
codonfm-embed SKILL.md skill
nvidia/skills · skills/bionemo-codonfm-embed/SKILL.md · Validate coding-sequence CSVs, extract public CodonFM/Encodon embeddings, and choose checkpoints for downstream…
git:20261009.329cfc6 · audit A · 3,871 stars
codonfm-finetune SKILL.md skill
nvidia/skills · skills/bionemo-codonfm-finetune/SKILL.md · Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only…
git:20261009.329cfc6 · audit A · 3,871 stars

Every file in nvidia/skills

Browse by kind, by grade A, or by owner.