The Vault

Data & Analytics

471 assets.

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data dictionary Ideas

Brainstorms specific, actionable ideas around data dictionary.

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data dictionary Mistakes to Avoid

The common mistakes in data dictionary and how to avoid them.

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data dictionary Variations

Produces several distinct, ready-to-use variations of data dictionary.

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knowledge pack

Data Engineering Glossary Pack

ETL/ELT, OLAP/OLTP, CDC, idempotency, lineage — clear definitions.

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Data Incident Post-Mortem

Structured root-cause analysis of data quality incidents to prevent recurrence and improve data pipelines.

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Data Incident Post-Mortem Generator

Structure a post-mortem for data downtime or corruption incidents, including timeline, root cause, and prevention.

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Data Incident Post-Mortem Template

Systematically document data quality incidents, root causes, and preventive controls for organizational learning.

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Data Lineage & Ownership Map

Document upstream sources, transformation logic, and owner accountability for {{data_asset}}.

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Data Lineage Mapper

Map data flow and transformations across systems to identify dependencies and point-of-failure risks.

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Data Pipeline Error Triage

Systematize root-cause diagnosis for {{pipeline_stage}} failures with recovery steps and SLA impact.

AI Khazna0+
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Data Quality Audit

Audit a dataset for the quality problems that break analysis.

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workflow

Data Quality Audit Workflow

Profiles a dataset — nulls, duplicates, ranges, types, referential integrity.

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Data Quality Checks

Define data quality checks.

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Data Quality Issue Prioritizer

Rank data quality issues by business impact (revenue risk, compliance, reporting accuracy) and recommend remediation ord…

AI Khazna0+
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Data Quality Scorecard

Track data quality over time with a simple scorecard.

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Data Quality SLA Drafter

Define measurable SLAs for data accuracy, completeness, timeliness, and consistency across pipelines.

AI Khazna0+
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Data Request Triage

Clarify a vague data request before pulling numbers.

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Data Storytelling Narrative

Wrap your findings in a narrative that drives a decision.

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Data Validation Rules

Stop bad data at entry with validation rules.

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Data Visualization Critique

Improve a chart so it tells the truth clearly.

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dbt Documentation Generator

Generates dbt model and column descriptions for the docs site.

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mcp server

dbt MCP Server

An official Model Context Protocol (MCP) server for dbt, a data build tool, enabling integration with dbt Core/Cloud CLI…

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workflow

dbt Model Generator Workflow

Generates staging/intermediate/mart models with tests from a source table.

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dbt Project Cursor Rules

Model structure, ref/source, tests, macros, naming conventions for dbt.

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