GitHub
delta-live-tables
Delta Live Tables (DLT) pipeline patterns and examples for building declarative, self-healing data pipelines with automatic quality enforcement and lineage tracking.
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Research AI Skills
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GitHub
databricks-asset-bundles
Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.
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GitHub
medallion-architecture
Bronze/Silver/Gold layer design patterns and templates for building scalable data lakehouse architectures. Includes incremental processing, data quality checks, and optimization strategies.
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GitHub
unity-catalog-governance
Unity Catalog governance patterns, permissions models, security best practices, and policy enforcement for enterprise data governance.
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GitHub
data-classification
Data classification strategies, tagging frameworks, sensitivity levels, and automated classification patterns for Unity Catalog.
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GitHub
access-management
RBAC/ABAC implementation patterns, least privilege access, row-level security, column masking, and access review workflows.
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GitHub
data-products
Data product design patterns with contracts, SLAs, and governance for building self-serve data platforms using Data Mesh principles.
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GitHub
delta-sharing
Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.
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GitHub
data-quality
Comprehensive data quality patterns using Great Expectations, DLT expectations, and custom validators for ensuring data reliability and trust.
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GitHub
compliance-automation
Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.
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GitHub
testing-patterns
pytest fixtures and integration testing patterns for Spark applications, including DataFrame assertions and mock data generation.
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GitHub
cicd-workflows
GitHub Actions and CI/CD patterns for Databricks, including automated testing, deployment, and quality gates.
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GitHub
netresearch-branding
Agent Skill: Apply Netresearch brand identity. MANDATORY for Netresearch projects. Include: (1) [n] logo, (2) colors #2F99A4/#FF4D00/#585961, (3) Raleway+Open Sans fonts.
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GitHub
typo3-extension-upgrade
Agent Skill: Systematic TYPO3 extension upgrades to newer LTS versions. Covers Extension Scanner, Rector, Fractor, PHPStan, and testing. Use when upgrading extensions to newer TYPO3 versions or fixing compatibi...
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GitHub
enterprise-readiness
Assess and enhance software projects for enterprise-grade security, quality, and automation. This skill should be used when evaluating projects for production readiness, implementing supply chain security (SLSA...
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GitHub
security-audit
Agent Skill: Security audit patterns for PHP/OWASP. Use when conducting security assessments, identifying vulnerabilities (XXE, SQL injection, XSS), or CVSS scoring. By Netresearch.
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GitHub
measure-ai-proficiency
Assess and improve repository AI coding proficiency and context engineering maturity. Use when users ask about: (1) AI readiness or AI maturity assessment, (2) context engineering quality or improvement, (3) CL...
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GitHub
plan-interview
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature, refactorin...
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GitHub
plan-interview
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature, refactorin...
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GitHub
customize-measurement
Customize AI proficiency measurement for your specific repository through a guided interview. Use when: setting up measure-ai-proficiency for a new repo, adjusting thresholds for your team's size, hiding irrel...
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GitHub
bug-fix-agent
Bug Fix Agent - Automated bug fixing with review loopback and auto-commit to main branch. Fixes bugs, tests them, reviews quality, and commits when quality gates pass.
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GitHub
implementer
Write production-quality code following project patterns. Use when implementing features, fixing bugs, or creating new files.
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GitHub
designer
Design API contracts, data models, and UI/UX specifications. Use for API design, data modeling, UI wireframes, and design systems.
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GitHub
analyst
Gather requirements, perform technical research, and estimate effort/risk. Use for requirements analysis, stakeholder analysis, technology research, and competitive analysis.
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