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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Sets up data quality checks with Great Expectations, dbt tests and data contracts, with checkpoints and pass-fail reports for pipelines. | wshobson/ | 40k | 11 repos | ~1.1k | Automated safety check: Pass | MIT | 4 days ago |
| 2 | Manages biological datasets with LaminDB: versioned artifacts, run lineage, ontology-based annotation, schema validation and links to workflow managers and ML tools. | davila7/ | 32k | 12 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 3 | Scans text that has already been de-identified for leftover identifiers such as SSNs, card numbers, emails and dates, and blocks release if anything turns up. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. | affaan-m/ | 276k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 4 days ago |
| 5 | Review, run, debug, and verify approved Python modeling code against its code plan, data contract, method decision, risk conditions, and experiment outputs, saving one compact JSON review. | zhnnky329/ | 1.1k | — | ~688 | Automated safety check: Pass | MIT | 15 days ago |