Performs statistical analysis for A/B testing experiments

Generates semantic layer definitions for BI tools from dimensional models

Analyzes dbt projects for best practices, performance, maintainability, and generates actionable recommendations for improvement.

Analyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with platform-specific recommendations.

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

Model documentation skill for generating model cards following Google's model card framework.

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

AWS-specific infrastructure and services expertise for cloud operations and architecture

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

GCP-specific infrastructure and services expertise for cloud operations and architecture

Incident management platform integration for PagerDuty, Opsgenie, and related tools

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

Generate stakeholder communication plans and message templates for change initiatives

Generate and validate issue trees for structured problem solving with MECE validation

Design KPI dashboards and tracking mechanisms for performance measurement and reporting

Multi-criteria decision analysis for solution options with weighted scoring and sensitivity 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

Build and maintain project and change risk registers with scoring, mitigation strategies, and tracking

Build and maintain requirements traceability matrices with bidirectional links and coverage analysis

Generate UAT test cases from requirements and acceptance criteria with traceability

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

Create and analyze value stream maps with waste identification and process efficiency metrics

Generate workshop agendas, activities, and facilitation guides for elicitation and collaboration sessions

Strategy robustness testing, scenario-based evaluation, vulnerability identification, and adaptation planning

Decision-specific visualization skill for creating clear, actionable visual representations of analyses

Hypothesis management skill for tracking business hypotheses through testing and validation

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

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

Foreign exchange exposure analysis and hedging strategy skill with hedge effectiveness testing

SOX Section 404 control testing skill with workpaper generation and deficiency classification

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

Create legally compliant performance improvement plan documentation with evidence tracking and milestone management

Creative asset testing and optimization tools

Supply chain discrete-event simulation for scenario testing and optimization

Validates financial model assumptions, checks formula integrity, stress tests scenarios

Skill for planning and executing DO-178C software certification activities

Skill for environmental test campaign planning and execution

Specialized skill for fatigue life prediction and damage tolerance assessment

Skill for creating and validating flight dynamics models

Specialized skill for aircraft handling qualities evaluation

Skill for aerospace interface definition and management

Skill for propulsion system ground test data acquisition and analysis

Specialized skill for correlating CFD predictions with experimental wind tunnel data

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