implement-data-lineage
Implement data lineage from sources through transformations, storage, metrics, models, reports, and consumers with versioned field and run evidence. Use when teams must trace where data came from, how it changed, and what a defect affects.
ソース情報
- リポジトリ
- protosphinx/sphinxstack
- ソースの最終更新活動
- 2026年7月29日 13:55
- 検出された SKILL.md の言語
- 英語
- スター
- 3
- フォーク
- 0
インストール方法
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
ソースファイルを確認
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
ファイルエクスプローラー
2 ファイルSKILL.md を表示中
SKILL.md
ソースの指示 · 読み取り専用プレビュー- name
- implement-data-lineage
- category
- data
- description
- Implement data lineage from sources through transformations, storage, metrics, models, reports, and consumers with versioned field and run evidence. Use when teams must trace where data came from, how it changed, and what a defect affects.
# implement-data-lineage
Capture runtime lineage and governed meaning together.
## When to use
- Use for warehouses, lakes, pipelines, metrics, machine learning, regulatory reporting, or incident response.
- Do not expose secrets or sensitive row values in lineage metadata.
## Procedure
1. Define critical datasets, fields, jobs, metrics, models, reports, consumers, and impact questions.
2. Assign stable identifiers and owners to sources, datasets, fields, transformations, runs, and published artifacts.
3. Capture code, query, configuration, schema, input version, output version, run time, environment, and orchestration references.
4. Represent table and field lineage, including filters, joins, aggregations, casts, defaults, manual inputs, and external exports.
5. Link business definitions, quality rules, sensitivity, access, retention, and contracts.
6. Capture dynamic lineage from actual runs and reconcile it with declared lineage.
7. Handle aliases, temporary tables, generated SQL, notebooks, macros, cross-system movement, and deleted assets.
8. Test upstream and downstream impact queries against known paths and incident examples.
## Done
- A lineage graph and metadata register record stable IDs, sources, transformations, fields, runs, definitions, owners, and consumers
- Runtime-to-declared, field, version, cross-system, impact, sensitive-metadata, and known-path checks verify traceability
GitHubで見る