metadata-harmonization-starter — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited metadata-harmonization-starter (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Use this skill to harmonize small metadata tables with inconsistent column names and categorical labels into one canonical TSV plus a compact JSON summary.
sex and conditionmetadata-harmonizationpython3 skills/data-acquisition-and-dataset-handling/metadata-harmonization-starter/scripts/run_metadata_harmonization.py \
--input skills/data-acquisition-and-dataset-handling/metadata-harmonization-starter/examples/cohort_a.tsv \
--input skills/data-acquisition-and-dataset-handling/metadata-harmonization-starter/examples/cohort_b.tsv \
--mapping skills/data-acquisition-and-dataset-handling/metadata-harmonization-starter/examples/column_mapping.json \
--out-tsv scratch/metadata-harmonization/harmonized_metadata.tsv \
--summary-out scratch/metadata-harmonization/harmonized_metadata_summary.jsonsample_id to keep committed outputs deterministic.~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.