prepare-dataset

prepare-dataset is a Data pipelines & ETL skill for AI agents, published by mehta-lab in the VisCy repository on GitHub. Skillspace rates prepare-dataset D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Prepare datasets for training on VAST storage (NFS -> VAST rechunked zarr v3 pipeline). Use when the user asks to "prepare a dataset", "run prepare", "rechunk dataset", "copy dataset to VAST", "run QC and preprocess", or references the `prepare` CLI.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
102

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubmehta-lab/VisCy

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
BSD-3-Clause
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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