rbmuller/scherlok

Adaptive per-metric thresholds about 4 hours ago

enhancement help wanted

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

scherlok watch --explain: Claude-augmented alerts with fix hypotheses about 2 months ago

enhancement help wanted

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Test DuckDBConnector._classify_error branches (permission/lock/missing-file) about 2 months ago

good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Connectors skip views: list_tables filters to BASE TABLE (mysql + duckdb) about 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add DuckDB connector about 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

scherlok dbt-run-and-watch: support --output json about 2 months ago

good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add MySQL connector 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add a <100 MB image size assertion to the Docker workflow 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add Databricks connector (Unity Catalog + Delta DESCRIBE HISTORY) 2 months ago

enhancement help wanted

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Read parent_map / child_map from manifest.json and render ASCII lineage tree 2 months ago

enhancement help wanted

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add multi-stage Dockerfile + ghcr.io publish workflow 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add scherlok dbt run-and-watch wrapper 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add --output json to scherlok dbt for CI parsers 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add scherlok check as a more idiomatic alias for ci --fail-on 2 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Show example connection strings when scherlok connect runs with no args 3 months ago

documentation good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add --include-snapshots to scherlok dbt 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Dashboard: add a stale tables panel 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Dashboard: add a 14-day anomaly count barchart 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Persist default --theme for scherlok dashboard in config 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Add scherlok config show subcommand to print all current settings 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

scherlok history --json for machine-readable anomaly logs 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

scherlok status --json for machine-readable output 3 months ago

enhancement good first issue

rbmuller/scherlok

7

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Python

#anomaly-detection#bigquery#claude#cli#data-engineering#data-observability#data-quality#dbt#duckdb#etl#mcp#mcp-server#model-context-protocol#monitoring#mysql#open-source#postgres#postgresql#python#snowflake

Open Issues Need Help