Expert in designing robust test frameworks using Playwright, Cypress, and AI-driven testing tools.

Analyze survey responses with Likert scale analysis, cross-tabulations, sentiment scoring, and frequency distributions with visualizations.

Auto-generate features with encodings, scaling, polynomial features, and interaction terms for ML pipelines.

Guide customer discovery interviews and develop customer insight frameworks

Qualify and score sales leads using proven frameworks and data-driven criteria

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

Master asynchronous programming with asyncio, async/await, concurrent operations, and async frameworks

Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment

Capture, organize, and develop ideas using structured thinking frameworks

Generates tests from features.json test criteria with multi-framework support, coverage analysis, and features.json integration.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for improved model performance and interpretability

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.