Claude Code plugins
4 plugins from public Claude Code marketplaces. Each one bundles skills, slash commands, agents, hooks or MCP servers that install together.
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Audit datasets for completeness, consistency, accuracy, and validity. 3 stdlib-only Python tools: data profiler with DQS scoring, missing value analyzer with MCAR/MAR/MNAR classification, and multi-method outlier detector.
Data quality testing for analytical pipelines: dbt tests, Great Expectations, Soda checks, data contracts, and a go / no-go release gate. Extracts data contracts from data-product specs and covers tool choice and severity conventions. Agents (schema-diff-reviewer, data-anomaly-triager) review schema diffs for breaking changes and classify failed checks by anomaly type and likely owner.
quality-engineering
Identity-graph workflows backed by the narrative-mcp server — pre-graph data-quality auditing, edge-quality analysis, and graph-build hygiene.
Shift-left QA: testability reviews of specs before implementation, non-functional requirements turned into testable thresholds, and STRIDE threat modeling. Acceptance-criteria extraction and Gherkin coverage mapping live in qa-bdd; data-contract extraction lives in qa-data-quality.
operations-resilience