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

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

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

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

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

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

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

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

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

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

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

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.

Standard work documentation skill for work instruction creation and maintenance.

Skill for first article inspection planning and execution per AS9102

Skill for checking and ensuring Jupyter notebook reproducibility

Skill for compiling and managing LaTeX documents

Skill for selecting appropriate statistical tests for analyses

Map and analyze social network structures using centrality measures, community detection, and visualization tools like Gephi or UCINET

Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti

Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python

Expert skill for automated GPU performance benchmarking and regression detection. Design micro-benchmarks, measure kernel execution time with CUDA events, calculate achieved vs theoretical performance, generate comparison reports, detect regressions in CI/CD, and profile power/thermal characteristics.

Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory migration, optimize for oversubscription scenarios, and compare managed vs explicit memory.

Generate AGENT.md files with proper YAML frontmatter, role definitions, expertise areas, and prompt templates following Babysitter SDK conventions.

Analyze processes, identify workflows, define boundaries and scope, and map process requirements for specialization creation.

Generate process JS files following Babysitter SDK patterns including task definitions, quality gates, breakpoints, and proper io configuration.

Generate SKILL.md files with proper YAML frontmatter, capabilities documentation, and usage examples following Babysitter SDK conventions.

Research specialization domains, compile references, analyze best practices, and gather comprehensive knowledge for new specialization creation.

Validate specialization completeness across all 7 phases, score each phase, identify gaps, and generate validation reports.

Expert skill for distributed cache design, implementation, and optimization using Redis and Memcached. Design cache architectures, configure eviction policies, implement caching patterns (cache-aside, write-through, write-behind), monitor cache performance, and optimize memory usage.

Expert skill for network performance analysis and optimization. Analyze packet captures, identify network latency bottlenecks, configure TCP tuning parameters, analyze connection pooling behavior, debug TLS handshake performance, and optimize HTTP/2 and HTTP/3 settings.

Expert skill for Node.js-specific profiling and optimization. Use V8 CPU profiler, analyze heap snapshots, configure clinic.js tools (Doctor, Flame, Bubbleprof), debug event loop blocking, analyze async hooks performance, and optimize V8 JIT compilation.

Allure test reporting framework for comprehensive test result visualization

Docker-based test environment management for isolated, reproducible test execution. Create Docker Compose environments, manage test containers, configure service dependencies, and integrate with CI/CD pipelines.

Deep integration with OWASP ZAP for automated security scanning, vulnerability detection, and API security testing. Execute spider/active scans, analyze alerts, generate security reports, and integrate with CI/CD pipelines.

Consumer-driven contract testing with Pact framework. Generate consumer contracts, configure Pact Broker publishing, execute provider verification, detect breaking changes, and integrate with CI/CD pipelines.

Selenium WebDriver expertise for cross-browser automation and legacy system testing

Compare API specifications to detect breaking changes. Compare OpenAPI spec versions, categorize changes by severity, generate migration guides, and block breaking changes in CI.

Multi-version, multi-platform SDK compatibility testing

Consumer-driven contract testing for SDK-API compatibility. Generate Pact consumer tests, verify provider contracts, configure Pact broker, and implement can-i-deploy checks.