Generate roadmap visualizations and planning artifacts for product planning

Generate stakeholder-specific communications and presentations for product updates

Design and analyze surveys for product validation and user research

Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points, creates affinity diagrams, and generates persona attributes from research data.

Generate and validate user stories from various inputs including requirements, research, and feature descriptions. Apply INVEST criteria validation, create acceptance criteria, split large stories, and convert between story formats.

Expert skill for LLVM integration including IR generation, optimization passes, and native code emission

Expert skill for custom memory allocator design optimized for language runtime needs

Expert skill for parser generation and implementation using LL, LR, LALR, PEG, and Pratt parsing techniques

Expert skill for implementing pattern matching including exhaustiveness checking, decision tree compilation, and efficient match dispatch code generation.

Expert skill for register allocation algorithms including graph coloring, linear scan, and spill code generation

Expert skill for generating and consuming source maps for debugging compiled code

Allure test reporting framework for comprehensive test result visualization

Comprehensive API testing for REST and GraphQL endpoints with contract validation

Expert Cypress testing framework integration for browser-based end-to-end testing

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.

Expert Jest testing framework for JavaScript/TypeScript unit and integration testing

Apache JMeter expertise for enterprise-grade load and performance testing

k6 load testing expertise for performance validation and analysis

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.

Percy visual testing platform integration for visual regression detection

Deep integration with Playwright for browser automation and end-to-end testing

Expert pytest framework for Python unit, integration, and functional testing

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

Stryker mutation testing for assessing test suite quality and effectiveness

Synthetic test data generation and management using Faker.js and similar tools. Generate realistic test data, create data factories, implement database seeding, and manage test data anonymization.

Specialized skill for robot vision including feature detection, tracking, and camera calibration

Specialized skill for NVIDIA Isaac Sim photorealistic simulation and synthetic data generation

Deep expertise in MoveIt/MoveIt2 configuration and manipulation planning

Specialized skill for ROS2 Nav2 navigation stack configuration and behavior trees

Specialized skill for 3D point cloud processing and analysis using PCL and Open3D

Deep integration with ROS/ROS2 middleware for node development, launch files, package management, and robot communication. Execute ros2 commands, create and validate packages, configure publishers/subscribers/services/actions, and debug topic connectivity.

RViz configuration and custom visualization for robot development and debugging

Robot safety system design and validation for industrial and collaborative robots

Expert skill for multi-sensor fusion and state estimation using Kalman filtering. Implement EKF/UKF, configure robot_localization, fuse IMU, GPS, odometry, and visual sensors for robust localization.

Expert skill for SLAM algorithm selection, configuration, and tuning. Configure visual SLAM (ORB-SLAM3, RTAB-Map), LiDAR SLAM (Cartographer, LIO-SAM), tune parameters, evaluate accuracy, and optimize for real-time performance.

Expert skill for ROS tf2 coordinate frame management and transforms

Expert skill for robot model creation and validation in URDF and SDF formats. Generate URDF files with proper link-joint hierarchy, create Xacro macros, calculate inertial properties, configure joint types, and validate models.

Format errors with actionable fix suggestions and documentation links

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

API key generation, rotation, and management system

Automated changelog generation from commits and PRs

Generate CI/CD pipelines for SDK build and release

Generate automated code migration scripts (codemods)

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.

C#/.NET SDK development with async patterns

Generate documentation following the Diataxis framework

Manage and document SDK error codes and messages

Go SDK development with idiomatic patterns