Files
magnus919_agent-skills/data-cleaning/templates/cleaning-plan.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

1.0 KiB

Cleaning plan: [dataset / version]

Scope

  • Owner:
  • Consumer/decision:
  • Source/retrieval time:
  • Raw artifact/hash:
  • Intended grain:
  • Primary/candidate key:
  • Time range/timezone:
  • Privacy constraints:
  • Out of scope:

Acceptance contract

  • Required columns/types:
  • Null policy:
  • Allowed values/units:
  • Range/cross-field rules:
  • Key/cardinality/referential rules:
  • Reconciliation totals:
  • Warning/blocker thresholds:

Profile evidence

  • Tool/version/command:
  • Shape and encoding:
  • Missingness/sentinels:
  • Duplicates/keys:
  • Types/dates/units:
  • Categories/text/distributions:
  • Baseline comparison:

Planned transformations

ID Finding Rule/action Lossy? Count Reversible path Owner
C-001 no

Validation/review

  • Pre/post checks:
  • Rejected/quarantined artifact:
  • Before/after reconciliation:
  • Samples reviewed:
  • Domain approver/date:
  • Reproduction command/environment:
  • Unresolved questions:
  • Release: pending / accepted / rejected / escalated