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Autonomous Execution Standards

Enforces standardized behavioral protocols for autonomous agents to ensure uninterrupted task flow and robust self-verification.

Semantic RDF Modeling

Models software feature specifications and domain architectures using RDF ontologies and Turtle syntax.

Remotion Video Generation

Generates frame-accurate MP4 videos from natural language prompts using the Remotion React framework.

Remotion Video Generation

Generates professional programmatic videos and frame-synchronized animations from natural language using the Remotion React framework.

Code Quality & Standards Protocol

Enforces universal engineering standards for TDD, security, and code quality across debugging, implementation, and review workflows.

Java Spring Boot Expert

Streamlines Java and Spring Boot development with standardized project structures, NullAway safety checks, and production-ready configurations.

Reasoning Facilitation

Clarifies complex problem statements by applying structured thinking frameworks and identifying hidden constraints.

Content Crawler

Extracts high-speed, read-only markdown content from documentation, blogs, and static websites.

Learn Quest Configuration Manager

Manages personalized learning settings and difficulty levels for the Learn Quest RPG-style coding companion.

Project Bootstrapper

Initializes new projects or refactors existing repositories with industry-standard development practices, automated workflows, and comprehensive documentation.

BRENDA Enzyme Database Integration

Accesses the BRENDA database via SOAP API to retrieve kinetic parameters, reaction equations, and organism-specific enzyme data for biochemical research.

Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data with standardized workflows for quality control, clustering, and cell type annotation.

AWS SDK for Java 2.x - S3

Simplifies Amazon S3 operations using AWS SDK for Java 2.x, covering file transfers, metadata management, and presigned URLs.

AI Prompt Architect

Architects high-performance AI prompts using advanced complexity-based standards, attention management, and structural optimization patterns.

Architecting Slides

Designs professional LaTeX Beamer presentations and research talks with a focus on narrative clarity and scientific rigor.

Learn Quest Stash

Saves key learning points and code patterns from your current coding session for later review and study.

Learn Quest Setup

Initializes and personalizes an RPG-style learning experience for AI-assisted coding.

Vercel React Best Practices

Optimizes React and Next.js applications using Vercel Engineering's production-grade performance guidelines.

Learn Quest Study

Reviews and explains stashed coding concepts using an RPG-style leveling system to reinforce developer learning.

Architecting Agents

Implements industry-proven design patterns for building high-performance AI agents and optimizing context management systems.

Plugin Development

Manages the complete lifecycle of Claude Code plugins, including creation, structure, distribution, and debugging.

CZ CELLxGENE Census Analysis

Facilitates programmatic access to over 61 million standardized single-cell genomics data points for advanced querying and analysis.

Market Research Report Generator

Generates comprehensive, 50+ page professional market research reports with consulting-grade analysis and high-fidelity visualizations.

AWS Java SDK Messaging (SQS & SNS)

Implements robust AWS messaging patterns using the AWS SDK for Java 2.x for SQS queues and SNS topics.

PPTX Presentation Automator

Create, edit, and analyze PowerPoint presentations programmatically with integrated scientific schematic generation and OOXML control.

Triage & Requirements Analysis

Analyzes issues and specifications against your codebase to identify missing requirements and surface clarifying questions before implementation.

AI Workflow Meta-Prompts

Automates the creation and execution of structured multi-stage Claude-to-Claude prompt pipelines for complex development tasks.

LLM Memory Management

Manages persistent project plans, tasks, and domain knowledge across multiple conversations using a structured three-layer data model.

Multi-Agent Orchestration

Implements advanced agentic patterns to prevent context saturation and optimize parallel execution within Claude Code environments.

Scientific Critical Thinking & Research Rigor

Evaluates scientific research rigor by assessing methodology, statistical validity, and bias through established frameworks like GRADE and Cochrane ROB.