datalad
datalad is a Data warehousing & modelling skill for AI agents, published by K-Dense-AI in the claude-scientific-skills repository on GitHub. Skillspace rates datalad C (77/100) and it passed the safety scan; a judge model has also reviewed it.
Retrieve, version, and publish scientific datasets with DataLad and git-annex, and capture computational provenance with datalad run, rerun, and containers-run. Use when cloning or fetching data from OpenNeuro, DANDI, datasets.datalad.org, or any DataLad dataset; when a file in a dataset reads as a broken symlink or a small pointer instead of real data; when an analysis needs a machine-readable record of how each output was produced so it can be re-executed; or when publishing a dataset to siblings such as a GitHub repository plus a storage remote. Also use to decide between DataLad and plain Git for a data-carrying repository.
- Grade
- C
- Quality
- 77 / 100
- Safety
- Passed
- GitHub stars
- 44,723
Placed #1 of 6 in the judged category final for Data warehousing & modelling.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 94 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #1 of 6 in the judged category final for Data warehousing & modelling.
- Trigger
90 90 - Instructions
92 92 - Specificity
92 92 - Safety
85 85 - Disclosure
85 85 - Maintenance
75 75
Exceptionally concrete, battle-tested guidance, including a real pointer-vs-data failure walkthrough and precise licensing notes, that reads like it came from hard-won experience.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- 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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