qa-data-quality Plugin
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.
So installierst du das qa-data-quality Plugin
Führe beide Befehle in Claude Code aus. Der erste fügt den Marketplace einmalig hinzu; der zweite installiert das Plugin.
/plugin marketplace add testland/qa
/plugin install qa-data-quality@testland-qaWas ist in qa-data-quality enthalten
8 Teile wurden aus den eigenen Dateien des Plugins gelesen.
Agents 2
Aufrufen als @agent-qa-data-quality:name- @agent-qa-data-quality:data-anomaly-triagersonnet
Use proactively after a data-quality failure from dbt, Great Expectations or Soda. Classifies the failure as drift, outlier, missing, referential or freshness, names the likely owning team and proposes the remediation step.
- @agent-qa-data-quality:schema-diff-reviewersonnet
Use proactively before merging a schema migration or dbt model change. Separates breaking from additive changes, finds new or changed columns with no data tests and lists downstream consumers affected. Locking and rollback safety is migration-blast-radius-reviewer.
Skills 6
Claude lädt es, wenn die Aufgabe passt- data-contract-extractor
Converts data PRDs, READMEs, or lineage documents into structured YAML data contracts for dbt, Great Expectations, or Soda.
- data-quality-conventions
Provides a reference catalog for designing data quality coverage, including engine selection, severity tiering, and freshness conventions.
- data-quality-gate
Creates a unified CI release gate that aggregates data quality results from dbt, Great Expectations, or Soda to provide a single go/no-go decision.
- dbt-testing
Implement and manage data tests in dbt using generic, singular, and custom macro tests to ensure data quality and integrity.
- great-expectations
Perform programmatic data validation on Pandas, SQL, or Spark datasets using expectation suites, checkpoints, and automated CI gating.
- soda-checks
Verify warehouse data quality using YAML-based SodaCL assertions for databases like Snowflake, BigQuery, and Postgres.
Verwendung von qa-data-quality in Claude Code
Frage nach einem Agent per Name:
@agent-qa-data-quality:data-anomaly-triager
@agent-qa-data-quality:schema-diff-reviewerSkills benötigen keinen Command. Claude liest sie, wenn deine Anfrage dem entspricht, was sie beschreiben.
Aktualisieren, deaktivieren oder entfernen
- Plugin aktualisieren (shell)
- claude plugin update qa-data-quality@testland-qa
- marketplace aktualisieren
- /plugin marketplace update testland-qa
- Vorerst deaktivieren
- /plugin disable qa-data-quality@testland-qa
- Entfernen
- /plugin uninstall qa-data-quality@testland-qa
Skills in qa-data-quality
- data-contract-extractortestland/qa
Converts data PRDs, READMEs, or lineage documents into structured YAML data contracts for dbt, Great Expectations, or Soda.
3 Dateien13Stars - data-quality-conventionstestland/qa
Provides a reference catalog for designing data quality coverage, including engine selection, severity tiering, and freshness conventions.
2 Dateien13Stars - data-quality-gatetestland/qa
Creates a unified CI release gate that aggregates data quality results from dbt, Great Expectations, or Soda to provide a single go/no-go decision.
3 Dateien13Stars - dbt-testingtestland/qa
Implement and manage data tests in dbt using generic, singular, and custom macro tests to ensure data quality and integrity.
14 Dateien13Stars - great-expectationstestland/qa
Perform programmatic data validation on Pandas, SQL, or Spark datasets using expectation suites, checkpoints, and automated CI gating.
2 Dateien13Stars - soda-checkstestland/qa
Verify warehouse data quality using YAML-based SodaCL assertions for databases like Snowflake, BigQuery, and Postgres.
2 Dateien13Stars
Fragen zum qa-data-quality Plugin
Wie installiere ich das qa-data-quality Plugin?
Führe in Claude Code /plugin marketplace add testland/qa aus, dann /plugin install qa-data-quality@testland-qa.
Was enthält das qa-data-quality Plugin?
qa-data-quality bündelt 2 Agents, 6 Skills.
Welche Agents sind bei qa-data-quality dabei?
data-anomaly-triager, schema-diff-reviewer. Rufe einen mit @agent-qa-data-quality:data-anomaly-triager auf.
Wie aktualisiere oder entferne ich das qa-data-quality Plugin?
Aktualisiere es mit claude plugin update qa-data-quality@testland-qa in deiner shell oder über den Installed-Tab von /plugin. Entferne es mit /plugin uninstall qa-data-quality@testland-qa.
Unter welcher Lizenz steht das qa-data-quality Plugin?
MIT, wie im Manifest des Plugins angegeben.