Agent-Skills.md

Agent Skills: Dataset Inspector

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UncategorizedID: argythana/python-ml-skills/dataset-inspector

Repository

argythana/python-ml-skills
argythana

Install this agent skill to your local

pnpm dlx add-skill https://github.com/argythana/python-ml-skills/tree/HEAD/dataset-inspector

Skill Files

Browse the full folder contents for dataset-inspector.

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dataset-inspector/SKILL.md

Skill Metadata

Name
dataset-inspector
Description
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Dataset Inspector

Inspect a local tabular data source and return a Markdown schema report.

Workflow

  1. Confirm the user provided a local data file path.
  2. Run scripts/dataset-inspect --source <path>.
  3. Use --type parquet|csv|json only when extension-based detection is wrong.
  4. Use --output <report.md> when the report should be saved.
  5. Summarize the row count, column count, file size, and notable schema details.

Command

scripts/dataset-inspect --source data/sample.parquet
scripts/dataset-inspect --source data/sample.csv --output reports/schema.md

Requirements

The helper script is self-contained except for duckdb. If it is unavailable, install it in the active project environment before running the script.