GitHub
solver-control
Solver kill-switch and progress monitoring for schedule generation. Use when aborting runaway solvers, monitoring long-running schedule generation, or integrating abort checks into solver loops.
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Documentation AI Skills
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GitHub
search-party
Parallel 120-probe reconnaissance using G-2 RECON agents. Deploy 12 G-2s commanding 10 D&D-inspired probes each. Use for comprehensive codebase exploration.
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GitHub
signal-party
Parallel metrics collection using G-6 SIGNAL. Deploy 6 probes to gather metrics from all sources for data-driven decisions.
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GitHub
tamc-cpsat-constraints
CP-SAT constraint model for TAMC Family Medicine scheduling optimization. Use when building or debugging the OR-Tools solver for faculty/resident scheduling. Documents hard constraints, soft constraints, decisi...
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GitHub
claudecode-skill-creating
Guide for creating effective Claude Code skills with proper YAML frontmatter, directory structure, templates, scripts, and best practices. Use PROACTIVELY when creating new skills, updating existing skills, lea...
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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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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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