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First-party source

Huggingface Datasets

A Dataset Viewer workflow for inspecting subsets, paginating rows, applying filters and locating downloadable dataset parts.

Editorial review checked 2026-10-29 against this instruction snapshot. Supporting scripts and runtime behavior remain outside this review.

What it does

The source focuses on discovering a dataset's configuration and split before reading its rows. It links preview, search and filter operations with size and statistics endpoints, helping an agent inspect a useful slice instead of immediately downloading a whole dataset. Additional source sections address publication, which is a different operation from read-only exploration.

Best for

Checking whether a public dataset contains suitable fields or examples, extracting a bounded sample, or understanding how a dataset is divided. Identify the exact repository, configuration, split and intended use so that samples remain reproducible.

Tradeoffs and requirements

A preview is not a representative quality assessment of every row. Gated or private data requires authorized access, and the dataset's own license and consent conditions are separate from the skill's license. API filtering and local data processing may not have identical behavior.

Unknown; inspect source requirements and supporting scripts.

Install from the source

Inspect the pinned source snapshot and its supporting files first. The command selects this skill through the open-source skills CLI. Node.js and agent-specific setup may be required. Installation can download code; this catalog never runs it.

npx skills add https://github.com/huggingface/skills/tree/25910b3d0ba31a2ba102f901cdc9e008c278a69c/skills/huggingface-datasets --skill huggingface-datasets

Review pinned skill folder ↗ · CLI documentation ↗

After source review, use npx skills check and npx skills update to inspect and apply upstream updates. Re-check changed instructions before running them.

Safety & review signals

Static review only. This is not a security audit or a guarantee of safety.

SKILL.md text only; scripts, dependencies and runtime behavior not audited.

  • Network Access — review the source context.
  • Shell Or Package Install — review the source context.

Allowed tools declaration: Unknown. Runtime permissions and network behavior: Unknown.

AI Craft Pad Skill Score

87/100 · Metadata coverage 100% · Model 1.0

Scores summarize observable discovery signals. Popularity and repository activity apply to the whole repository. Unknown runtime safety earns no certification.

Documentation
100/100
100
Maintenance
100/100
100
License Clarity
100/100
100
Repository Health
100/100
100
Compatibility Evidence
80/100
80
Popularity
73/100
73
Originality
80/100
80
Static Safety
60/100
60
Read the formula and limits →

Suggested workflow

Resolve the split, inspect a small sample and schema, then paginate or retrieve the appropriate data parts with bounded requests. Keep upload and repository changes outside a read-only task unless explicitly requested.

How to judge the result

Record dataset identifiers, the selection method and sample size. Verify missing values and relevant field types, and test whether results change under another representative split or sample.

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