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Project Guidelines Template (KR)

Provides a comprehensive architectural template and production-grade coding standards for full-stack AI applications.

Bash Scripting Patterns

Implements safe, portable, and idiomatic Bash scripting patterns for building robust shell automation and CLI tools.

Performance Analysis

Analyzes swarm performance, identifies system bottlenecks, and provides AI-powered optimization recommendations to improve execution speed and resource efficiency.

FireCrawl Reference Architecture

Implements production-ready architectural patterns and structured project layouts for FireCrawl web scraping integrations.

Database Migration Expert

Implements safe, zero-downtime database schema changes and migration patterns across multiple platforms and ORMs.

Scientific Figure Visual Engine

Interprets, generates, and captions publication-quality scientific figures for quantitative academic research.

Deepgram Local Development Loop

Sets up a rapid local development environment for Deepgram integrations with automated testing and live feedback cycles.

Sequence Diagram Visualizer

Generates and updates professional Mermaid sequence diagrams to visualize time-ordered system interactions and component logic.

PostgreSQL Official Guide

Retrieves real-time, accurate SQL syntax and database configuration details directly from the official PostgreSQL documentation.

Swarm Orchestration

Orchestrates multi-agent AI systems using agentic-flow for complex, parallel task execution and dynamic coordination.

API Contract Validator

Automates the validation of API contracts using consumer-driven testing frameworks like Pact and Spring Cloud Contract.

Spec-Print: Deterministic Software Builder

Builds or reverse-engineers software using a standardized, deterministic "printspec" format to ensure consistent output across AI agents.

V3 Memory Specialist

Unifies multiple disparate memory systems into a high-performance AgentDB solution using HNSW vector indexing for massive search performance gains.

MCP Clone References

Clones and organizes competitor MCP server source code for local architectural analysis and feature benchmarking.

Backend Architecture Patterns

Implements scalable server-side architectures, robust API designs, and optimized database patterns for modern Node.js environments.

System Architecture Designer

Designs scalable, maintainable system architectures and documents high-level technical decisions using industry-standard patterns.

OpenRouter Audit Logging

Implements comprehensive audit trails and security logging for OpenRouter API integrations to meet regulatory compliance standards.

Research Pipeline

Automates the transition from literature review to experimental design by analyzing academic papers and proposing novel research methods.

Machine Learning Model Developer

Automates the end-to-end machine learning lifecycle from data preprocessing and feature engineering to model training and deployment.

Marketplace Development

Streamlines the creation, management, and versioning of plugins within the Dylan Claude Code marketplace repository.

Weslink Laravel Worktree Manager

Manages Git worktrees with automatic HTTPS domain routing and database setup for parallel Laravel development.

Agent Refinement Specialist

Optimizes code quality and performance through iterative TDD, refactoring, and robust error handling patterns.

Claude Skill Architect

Generates production-ready Claude Code skills using standardized YAML frontmatter and progressive disclosure architecture.

Merrick Christensen Profile

Explains Merrick Christensen's professional mission, core values, and career motivations through his personal user guide.

Corporate Email Specialist

Drafts authoritative, jargon-rich corporate emails designed to manage stakeholders and navigate office politics with professional precision.

Instantly Security Basics

Implements enterprise-grade security protocols, secret management, and access controls for Instantly API integrations.

Groq Common Errors

Diagnoses and resolves common Groq API errors, authentication issues, and rate limits to ensure stable AI integrations.

Clerk Privacy & GDPR Compliance

Implements robust user data management, privacy controls, and GDPR compliance features for applications using Clerk authentication.

Stack Overflow Terminal Search

Searches Stack Overflow directly from the terminal to troubleshoot errors and find coding solutions without leaving your workflow.

API Design Patterns

Standardizes RESTful API architecture using production-grade patterns for resource naming, status codes, and scalable pagination.