Generate comprehensive test cases including edge cases, stress tests, and counter-examples for algorithm correctness verification. Supports random generation, constraint-based generation, and brute force oracle comparison.

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Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.

Generate characterization tests to capture and verify existing behavior before migration

Generates semantic layer definitions for BI tools from dimensional models

Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.

Run accessibility audits with axe-core and screen reader testing for desktop applications

Generate and validate electron-builder configuration for multi-platform desktop builds with code signing, auto-update, and platform-specific packaging

Generate system tray and context menu configurations with platform-specific icons, menu templates, and event handling

Generate entitlements.plist with appropriate sandbox capabilities for macOS applications

Configure Playwright for comprehensive Electron application testing including E2E tests, visual regression, accessibility audits, and cross-platform test matrices

Generate CMake-based Qt project with proper module dependencies, cross-compilation support, and modern Qt6 configuration

Generate Qt Test fixtures with mock QObject signals and slots, data-driven tests, and GUI testing setup

Generate SwiftUI views with proper state management (@State, @Binding, @ObservedObject, @StateObject) and macOS-specific patterns

Multi-platform CI/CD pipeline expertise. Generate GitHub Actions, GitLab CI, Jenkins, and Azure Pipelines configurations. Analyze failures, optimize execution time, validate syntax, and configure matrix builds and caching strategies.

Multi-cloud cost analysis and optimization expertise for FinOps practices

GitOps tooling expertise for Argo CD and Flux-based continuous delivery

Enterprise secrets management across platforms. Manage secrets with HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, GCP Secret Manager, and Kubernetes secrets. Configure rotation, policies, and access controls.

Specialized skill for Terraform and Infrastructure as Code operations. Execute terraform commands, validate HCL, analyze state and drift, generate modules, and support multi-cloud providers (AWS, GCP, Azure).

Generate and validate BPMN 2.0 diagrams from process descriptions

Automated calculation of business case financial metrics including NPV, IRR, ROI, and TCO

Structured gap analysis with automated comparison and prioritization for current vs future state analysis

Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks

Specialized skill for analyzing and scoring requirements quality against BABOK and IEEE 29148 standards

Generate and validate user stories from requirements with INVEST validation and acceptance criteria

Pre-mortem analysis skill for prospective hindsight and failure mode identification

Scenario narrative generation skill for creating vivid, consistent future scenario descriptions

Business war game orchestration skill for competitive response simulation and strategic testing

Link prospecting and outreach automation for SEO link building campaigns

Video platform optimization and analytics for YouTube and other video channels

Integration with Applicant Tracking Systems and automated recruitment workflow management

Automate and manage employee onboarding workflows, checklists, and new hire integration

Search autocomplete and type-ahead suggestion optimization for knowledge bases

Automated inventory rotation management skill ensuring proper product flow based on expiration, production, or receipt dates

AI-powered returns inspection and disposition decision skill maximizing value recovery

Streamlined warranty claim validation and processing skill improving customer satisfaction and reducing processing time

Deep integration with media monitoring platforms for coverage tracking, sentiment analysis, and reporting

Apollo.io prospecting and engagement data integration

Outreach.io sales engagement platform for sequence management

Specialized skill for hypersonic vehicle aerodynamic and thermal analysis

Hardware-in-the-loop test development and automation expertise

GA4GH standards compliance skill for data sharing and interoperability

Medical device software verification and validation test case generation skill

Translate between temporal logic formalisms and generate property specifications

Automated test equipment control and data acquisition skill for hardware validation, with VISA/SCPI instrument communication, test sequence scripting, and measurement uncertainty analysis.

Specialized skill for biological and physical-chemical wastewater treatment process optimization with activated sludge modeling, nutrient removal, aeration efficiency, and energy minimization.

Demand forecasting skill with statistical and machine learning methods.

Statistical distribution fitting skill for input modeling in simulation and analysis.

Failure Mode and Effects Analysis facilitation skill for risk identification and prioritization.

Overall Equipment Effectiveness calculation skill with loss categorization and improvement analysis.