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Building the dbt Semantic Layer

pordbt-labs·dbt-labs· v1.0.0 · atualizado em 2026-04-11
84
Score

Use when creating or modifying dbt Semantic Layer components including semantic models, metrics, and dimensions leveraging MetricFlow.

dbtsemantic-layermetricflowdata-modelingdata-analysismetricsdata-engineering
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YAMLSQL
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Documento do Skill

SKILL.mdbuilding-dbt-semantic-layer/workflow
Identify the dbt model to build the semantic model on.
Enable the semantic model in the model's YAML file.
Define entities (primary and foreign keys) for the model.
Define dimensions (time and categorical) for the model.
Define metrics (simple, derived, cumulative, ratio, conversion) for the model.
Validate the YAML configuration using `dbt parse`.
Validate the semantic layer using `dbt sl validate` or `mf validate-configs`.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

Building the dbt Semantic Layer
building-dbt-semantic-layer
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.RECOMMEND
5.ACT
6.EVALUATE
Triggers9
build a dbt semantic layercreate a new metric in dbtmodify an existing semantic modeldefine dimensions for a dbt modeladd entities to a semantic layercreate a derived metricdefine a cumulative metricbuild a ratio metric in dbtcreate a conversion metric

Avaliar este Skill

Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança50%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download building-dbt-semantic-layer
$ synaptic skills detail building-dbt-semantic-layer
$ synaptic skills live building-dbt-semantic-layer

Dependências

dbtMetricFlow

Links

GitHub Repository