Data Quality Observability Review

About this skill

Design or audit a recurring Data Reliability Contract for data products and pipelines—datasets, streams, imports, transformations, warehouses, and search/operational projections—across freshness, completeness, semantic drift, reconciliation, trust state, repair, and consumer impact. Use when ongoing data fitness is the primary artifact. Do not use for one bounded customer/tenant migration, search relevance/ranking quality, a general provenance/custody graph, product analytics metrics, ledger truth, privacy, or active incident response alone.

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Original listing metadata

Original name

data-quality-observability-review

Original description

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.