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Spring Exception Handler Testing

Streamlines the creation of unit tests for Spring Boot @ControllerAdvice and @ExceptionHandler components using MockMvc.

Clustering Algorithm Runner

Executes machine learning clustering algorithms to identify patterns, groups, and anomalies within complex datasets.

Subagent-Driven Development

Executes complex implementation plans by dispatching specialized subagents for per-task execution and two-stage quality reviews.

Local Code Execution & Optimization

Executes Python scripts locally to perform bulk file operations and complex refactors with up to 99% token savings.

Frontend Design Pro

Generates distinctive, production-grade frontend interfaces with high-end aesthetics that move beyond generic AI design patterns.

Secure Authentication Patterns

Implements robust, production-grade authentication and authorization systems using industry-standard patterns like JWT, OAuth2, and RBAC.

Compliance Report Generator

Generates comprehensive compliance reports and security audit documentation for frameworks like HIPAA, PCI DSS, and SOC 2.

UniProt Database Integration

Accesses UniProt's comprehensive protein sequence and functional information resource via REST API for bioinformatics workflows.

Literature Review Assistant

Conducts systematic, academic-grade literature reviews and research syntheses across major scientific and technical databases.

Professional DOCX Document Processing

Processes, edits, and creates professional Word documents with advanced support for tracked changes, OOXML manipulation, and scientific visualization.

Bugbot Loop

Automates the resolution of Cursor Bugbot pull request comments through an iterative loop of fixing, committing, and verifying changes.

Neuropixels Data Analysis

Streamlines high-density extracellular electrophysiology workflows from raw recording ingestion to publication-ready unit curation.

LabArchives Integration

Automates Electronic Lab Notebook workflows through the LabArchives REST API for research data management and backup.

Authentication Implementation Patterns

Implements secure, industry-standard authentication and authorization patterns including JWT, OAuth2, and Role-Based Access Control.

Tapestry: Unified Content Extraction & Action Planning

Extracts content from YouTube, articles, or PDFs and automatically generates structured action plans to help you implement what you learn.

ISO 27001 Security & Compliance Manager

Implements ISO 27001 frameworks and cybersecurity risk assessments specifically tailored for HealthTech and MedTech organizations.

Siberian Shamanic Navigation

Facilitates deep consciousness navigation and spiritual integration using traditional Siberian shamanic frameworks and Indigenous wisdom.

Playwright Browser Automation

Automates browser interactions and end-to-end testing using Playwright to validate web functionality, UI/UX, and performance.

Docker Compose Generator

Generates production-ready Docker Compose configurations for orchestrating multi-container applications with best practices for networking and persistence.

Async and Scheduled Unit Testing

Simplifies unit testing for Spring @Async and @Scheduled tasks using JUnit 5, Mockito, and Awaitility.

Frontend Design Expert

Generates high-fidelity, production-grade frontend interfaces that break away from generic AI design patterns.

Scientific Brainstorming

Empowers researchers to generate novel hypotheses, explore interdisciplinary connections, and overcome creative blocks through collaborative ideation.

SQL Performance Optimization Patterns

Optimizes database performance through advanced SQL query patterns, strategic indexing, and detailed execution plan analysis.

FastAPI Production Templates

Generates production-ready FastAPI project structures with async patterns, dependency injection, and scalable architecture.

Ship-Learn-Next Action Planner

Transforms passive learning content into actionable implementation plans using the Ship-Learn-Next iterative framework.

Code Transfer & Reorganization

Facilitates precise, line-based code movement and extraction across files to streamline codebase reorganization.

PubChem Chemical Informatics

Queries the PubChem database to retrieve chemical structures, molecular properties, and bioactivity data for cheminformatics workflows.

Research Grant Writer

Streamlines the creation of competitive research proposals for NSF, NIH, DOE, and DARPA with agency-specific formatting and integrated scientific schematics.

Material Design 3 Expert

Implements and reviews Material Design 3 and Expressive principles to create accessible, production-ready user interfaces.

Plugin Update Checker

Checks for available updates across installed Claude Code plugins by comparing local versions with the marketplace registry.