Curated agent skills for data quality — compare tools, clone hosted repos, and install with Skill Manager.

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Discover reusable agent skills, browse implementation details, and find the right skill for your workflow.

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13 skills found

ContentEngineeringAutomation
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blog

Automate Hugo-based blog post creation for dabase.com with SEO-friendly metadata, dynamic date handling, and filename generation.

Views: 337
Data Analysis
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ab-test-analysis

Analyze A/B test results with statistical rigor. Includes significance testing, sample size validation, guardrail monitoring, and actionable recommendations (ship/extend/stop) using Python scripts.

Views: 5421,684
EngineeringData AnalysisAutomation
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neo4j-cypher

Expert guidance for Neo4j Cypher queries and MCP server tools, focusing on schema introspection, graph operations, and efficient database development workflows.

Views: 373
Data AnalysisProductivityResearch
Data Analysis Helper avatar

Data Analysis Helper

A versatile data analysis assistant for loading datasets, performing statistical calculations, visualizing trends, and generating professional summary reports.

Views: 53
Data AnalysisResearchAutomation
single-cell-rna-qc avatar

single-cell-rna-qc

Automated single-cell RNA-seq quality control pipeline following scverse best practices. Performs MAD-based outlier detection, cell filtering, and diagnostic visualization for .h5ad and .h5 datasets.

Views: 4124
EngineeringData AnalysisAutomation
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data-engineer

Specialized data engineering agent for designing ETL/ELT pipelines, defining data schemas, managing data quality, and implementing robust ingestion workflows.

Views: 232
Data AnalysisEngineering
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snowflake-semantic-views

Create, alter, and validate Snowflake semantic views via the CLI. Automate the generation, documentation, and testing of semantic layer definitions to ensure model accuracy and star schema compliance.

Views: 214
Data AnalysisEngineeringAutomation
data-cleaning-pipeline-generator avatar

data-cleaning-pipeline-generator

Generates data cleaning pipelines for pandas/polars/PySpark, handling missing values, duplicates, outliers, type conversions, and validation.

Views: 275
EngineeringData AnalysisAutomation
senior-data-engineer avatar

senior-data-engineer

World-class senior data engineering skill for building scalable data pipelines, ETL/ELT systems, and modern data infrastructure using Python, Spark, dbt, and Kafka.

Views: 1916
EngineeringData AnalysisResearch
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training-data-curation

Guidelines for curating high-quality datasets for LLM post-training (SFT/DPO/RLHF), covering data formats, quality filtering, and collection strategies.

Views: 20149
Data AnalysisEngineeringResearch
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light-curve-preprocessing

Preprocessing and cleaning astronomical light curves using Lightkurve. Tools for outlier removal, flattening, trend detrending, and quality flag handling for time-series analysis.

Views: 131,084
Data AnalysisEngineeringAutomation
data-quality-frameworks avatar

data-quality-frameworks

Implement production-grade data quality validation using Great Expectations, dbt tests, and data contracts to ensure reliable pipelines.

Views: 2434,565

FAQ

What are AI agent skills for data quality?
They are reusable instructions and tooling packs that help AI coding agents perform data quality-related tasks more reliably.
How do I install a skill from this page?
Open a skill detail page, then follow the install guidance or use Mentalok Skill Manager to sync skills into your agent environment.
Is this the same as searching Skills Hub?
This page is a dedicated landing for data quality. Interactive semantic search lives on the main Skills Hub search box.