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magnus919_agent-skills/data-cleaning/templates/quality-report.md
Magnus HedemarkandGitHub dde5fa1020 feat: add data-cleaning skill bundle (#324)
Merge authorized after exact-head validation and paired evaluation checks passed. The follow-up Droid review run on head df31b25 stalled in the model step and ended with an automation error; its actionable findings from the prior review were fixed and independently verified.
2026-08-17 22:00:57 -04:00

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Data-quality report: [dataset / run]

  • Run/code ID:
  • Input/output artifact and hashes:
  • Status: PASS / WARN / FAIL
  • Intended grain and reviewer:
Dimension Before After Threshold/status Evidence
Rows
Columns
Null rate
Duplicate keys
Parse failures
Referential coverage
Rejected/quarantined

Rules and findings

Rule ID Assertion Violations Action Provenance

Semantic review

  • Valid anomalies and new categories:
  • Imputation/entity decisions:
  • Privacy controls:
  • Open risks/owner:

Reproduction

[exact command, environment, input version, configuration]