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Testing Strategy & Quality Standards

Establishes comprehensive testing frameworks, coverage requirements, and automated quality assurance patterns across multiple programming environments.

TypeScript MCP Server for Cloudflare

Builds and deploys production-ready Model Context Protocol (MCP) servers on Cloudflare Workers using TypeScript and the official SDK.

CLI UX Designer

Architects intuitive and accessible command-line interfaces by applying industry-standard UX patterns, visual design systems, and consistent command structures.

Pull Request Automator

Automates the creation and formatting of GitHub pull requests following repository-specific standards and commit styles.

BMAD Agent Builder

Automates the creation of specialized AI agents, domain-specific workflows, and reusable document templates within the BMAD framework.

247 Multi-Tasking

Executes multiple Claude Code tasks concurrently by spawning background sessions and orchestrating parallel workflows.

Git Workflow Manager

Enforces professional Git branching strategies and structured commit message patterns for reliable version control.

Biopython Molecular Biology Toolkit

Performs advanced computational molecular biology tasks including sequence analysis, database queries, and structural bioinformatics.

GRPO RL Fine-Tuning Expert

Implements Group Relative Policy Optimization (GRPO) for training language models in reasoning, logic, and structured output tasks.

Letta AI Agent Framework

Simplifies building and managing stateful AI agents with long-term memory using the Letta framework.

Documentation Maintenance

Keeps project documentation current and optimized for AI coding agents by synchronizing code changes with technical Markdown files.

Deep Reinforcement Learning (RL) Meta-Skill

Routes reinforcement learning problems to specialized algorithms and implementation strategies based on task characteristics and environmental constraints.

Natural Workflow for CCPM

Guides developers through a streamlined six-command lifecycle to automate task planning, progress syncing, and pull request creation.

Proof-Driven Development

Verifies software correctness and safety properties through formal proof-driven development using the Lean 4 theorem prover.

Async Python Patterns

Implements high-performance Python applications using asyncio, concurrent programming patterns, and non-blocking I/O architectures.

Bioinformatics Services (BioServices)

Provides programmatic access to over 40 bioinformatics web services and databases for streamlined biological data retrieval and analysis.

Things 3 Task Manager

Integrates Claude with the Things 3 Mac application to manage todos, projects, and personal productivity workflows.

Data Commons Client

Accesses and analyzes global public statistical data from the Data Commons knowledge graph for research and development.

LLM Engineering Specialist

Guides and routes LLM-related development tasks toward specialized patterns for prompt engineering, RAG, fine-tuning, and model optimization.

Astropy Astronomy & Physics

Performs advanced astronomical data analysis, coordinate transformations, and cosmological calculations using the Astropy Python library.

Git Worktree Manager

Automates the creation and setup of isolated Git worktrees with smart directory selection and safety verification.

MT5 Log Reader

Automates the reading and analysis of MetaTrader 5 log files to validate indicator execution and debug runtime errors.

Professional Image Sourcing & Licensing

Finds, fetches, and legally integrates high-quality images from Wikimedia Commons and CC0 sources into digital projects.

Systems Thinking Methodology

Routes users through comprehensive systems thinking methodologies to analyze complex problems, identify leverage points, and model feedback dynamics.

Workout Domain Logic

Provides a standardized framework for building, managing, and persisting complex fitness workout models and routines.

GitLab Workflow & glab CLI

Optimizes GitLab development workflows by translating GitHub patterns into native glab CLI commands and Merge Request management.

VRAM & GPU Memory Manager

Manages GPU VRAM allocation through OOM retry logic, idle auto-unloading, and cross-service signaling protocols.

UX Designer Router

Directs tasks to specialized UX design expertise based on platform context, design requirements, and specific user experience domains.

GitLab Stack Validator

Validates GitLab stack architecture, directory structure, and security configurations to ensure deployment readiness.

Semantic Git Committer

Standardizes git commit messages by generating meaningful, tag-based summaries and managing milestone progress.