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Medicinal Chemistry & Molecular Filtering

Applies industry-standard medicinal chemistry rules and structural alerts to filter and prioritize molecular compound libraries.

LaminDB Biological Data Management

Manage, validate, and trace biological datasets using a FAIR-compliant data framework and standardized biological ontologies.

Domain Name Brainstormer

Generates creative, brandable domain name ideas and performs availability checks across multiple TLDs to streamline your project launch.

Parallel Agent Task Dispatcher

Orchestrates multiple independent AI agents to investigate and resolve unrelated bugs or test failures concurrently to maximize development efficiency.

FFUF Web Fuzzing

Optimizes web fuzzing and discovery tasks using FFUF to identify hidden directories, subdomains, and potential vulnerabilities.

Structured Plan Execution

Executes complex implementation plans using a systematic batching process with mandatory human review checkpoints.

Histolab Digital Pathology

Processes whole slide images (WSI) for digital pathology by automating tissue detection and tile extraction for machine learning pipelines.

Plotly Interactive Data Visualization

Generates interactive, publication-quality scientific and statistical charts using Plotly Express and Graph Objects.

Senior QA Expert

Automates the creation, analysis, and scaffolding of comprehensive test suites for modern web and mobile applications.

MCP Integration

Integrates Model Context Protocol (MCP) servers into Claude Code plugins to provide structured access to external tools and services.

RAG Implementation Expert

Build and optimize Retrieval-Augmented Generation (RAG) systems using vector databases, embeddings, and sophisticated semantic search patterns.

Molecular Featurization (Molfeat)

Provides a comprehensive suite of 100+ molecular featurizers for converting chemical structures into machine learning-ready numerical representations.

AnnData Scientific Data Management

Manages annotated data matrices for single-cell genomics and large-scale biological datasets using the AnnData framework.

Systematic Debugging

Enforces a rigorous, evidence-based root cause analysis process before attempting any code fixes or patches.

NotebookLM Research Assistant

Queries your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed documentation answers.

Context7 Documentation Lookup

Retrieves real-time library documentation and code examples from Context7 to ensure Claude uses the latest API specifications.

Web Design Guidelines

Audits frontend code against industry-standard web interface guidelines to ensure accessibility, UX consistency, and design best practices.

Technical Implementation Planner

Generates granular, test-driven implementation plans that break complex features into bite-sized, actionable development tasks.

Oracle Reasoning Engine

Invokes high-reasoning models to perform deep analysis, complex debugging, and architectural reviews for your codebase.

Package Version Manager

Queries the deps.dev API to provide real-time versioning information and metadata for packages across multiple programming ecosystems.

Vercel React Best Practices

Optimizes React and Next.js application performance using Vercel Engineering's 57 prioritized rules for production-grade web development.

Content Research Writer

Collaborates on high-quality content creation by conducting research, managing citations, and providing iterative section-by-section feedback.

Systematic Debugging

Enforces a rigorous, root-cause-first methodology to eliminate guesswork and prevent regressive bugs during troubleshooting.

Note Taker & Project Capture

Captures key decisions, action items, and technical findings from your conversation into structured markdown documentation.

Brainstorming & Design Planner

Guides technical discovery and architectural planning through collaborative dialogue and incremental validation.

YouTube Transcript Extractor

Extracts and cleans transcripts from YouTube videos for quick reading and summarization.

Test-Driven Development (TDD)

Enforces a rigorous Red-Green-Refactor cycle to ensure all production code is preceded by a failing test.

Logging Best Practices

Implements high-performance observability patterns using wide events and canonical log lines for improved debugging and analytics.

Frontend Design

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

PostgreSQL Table Design Guide

Architects high-performance, production-ready PostgreSQL schemas using industry-standard best practices and domain-specific patterns.