Plugin qa-data-quality
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.
Cara install plugin qa-data-quality
Jalankan kedua perintah di dalam Claude Code. Perintah pertama menambahkan marketplace sekali; perintah kedua meng-install plugin.
/plugin marketplace add testland/qa
/plugin install qa-data-quality@testland-qaApa yang ada di dalam qa-data-quality
8 bagian dibaca dari file asli plugin tersebut.
Agents 2
Panggil sebagai @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 memuatnya saat tugas sesuai- 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.
Menggunakan qa-data-quality di Claude Code
Minta agent berdasarkan nama:
@agent-qa-data-quality:data-anomaly-triager
@agent-qa-data-quality:schema-diff-reviewerSKILL tidak memerlukan command. Claude membacanya saat permintaan Anda sesuai dengan deskripsinya.
Update, matikan, atau hapus
- Update plugin (shell)
- claude plugin update qa-data-quality@testland-qa
- Refresh marketplace
- /plugin marketplace update testland-qa
- Matikan untuk sementara
- /plugin disable qa-data-quality@testland-qa
- Hapus
- /plugin uninstall qa-data-quality@testland-qa
Skill dalam 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 file13bintang - data-quality-conventionstestland/qa
Provides a reference catalog for designing data quality coverage, including engine selection, severity tiering, and freshness conventions.
2 file13bintang - 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 file13bintang - dbt-testingtestland/qa
Implement and manage data tests in dbt using generic, singular, and custom macro tests to ensure data quality and integrity.
14 file13bintang - great-expectationstestland/qa
Perform programmatic data validation on Pandas, SQL, or Spark datasets using expectation suites, checkpoints, and automated CI gating.
2 file13bintang - soda-checkstestland/qa
Verify warehouse data quality using YAML-based SodaCL assertions for databases like Snowflake, BigQuery, and Postgres.
2 file13bintang
Pertanyaan tentang plugin qa-data-quality
Bagaimana cara install plugin qa-data-quality?
Di Claude Code, jalankan /plugin marketplace add testland/qa, lalu /plugin install qa-data-quality@testland-qa.
Apa saja yang disertakan plugin qa-data-quality?
qa-data-quality membundel 2 agent, 6 skill.
Agent apa saja yang disertakan dalam qa-data-quality?
data-anomaly-triager, schema-diff-reviewer. Panggil salah satunya dengan @agent-qa-data-quality:data-anomaly-triager.
Bagaimana cara update atau menghapus plugin qa-data-quality?
Update dengan claude plugin update qa-data-quality@testland-qa di shell Anda, atau dari tab Installed di /plugin. Hapus dengan /plugin uninstall qa-data-quality@testland-qa.
Apa lisensi untuk plugin qa-data-quality?
MIT, sebagaimana dinyatakan dalam manifest plugin.