DataMédio

DuckDB

porsilvainfm·silvainfm· v1.0.0 · atualizado em 2026-04-11

Score

Fast in-process analytical database for SQL queries on DataFrames, CSV, Parquet, JSON files, and more. Use when user wants to perform SQL analytics on data files or Python DataFrames (pandas, Polars), run complex aggregations, joins, or window functions, or query external data sources without loading into memory. Best for analytical workloads, OLAP queries, and data exploration.

duckdbsqldata-analysisdata-querydataframesolapdata-exploration

Linguagens

PythonSQL

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Documento do Skill

SKILL.mdduckdb/workflow

1. Install DuckDB and any necessary integrations (e.g., Polars).

2. Connect to the data source (CSV, Parquet, JSON file, pandas DataFrame, or Polars DataFrame).

3. Construct the SQL query based on the user's requirements.

4. Execute the SQL query using DuckDB.

5. Convert the query results to a suitable format (e.g., pandas DataFrame, Polars DataFrame).

6. Present the results to the user.

7. Handle any errors that occur during the process.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

DuckDB

duckdb

Fases Cognitivas5

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.ACT

5.REFLECT

Triggers8

run SQL queries on data filesperform complex analytical queriesquery pandas or Polars DataFrames using SQLexplore or analyze data without loading it into memoryuse DuckDB for data analysisperform OLAP-style analyticsquery CSV, Parquet, or JSON files with SQLanalyze data in Python DataFrames with SQL

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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 duckdb

$ synaptic skills detail duckdb

$ synaptic skills live duckdb

Dependências

duckdb pandas polars

Links

GitHub Repository