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DuckDB ETL Pipeline

Automates the ingestion of CSV and Excel files into DuckDB with integrated data validation and markdown reporting.

Modern PHP Development

Streamlines PHP 8.x development with expert patterns for type systems, attributes, enums, and secure database interactions.

OpenSpec Develop

Implements approved OpenSpec change proposals by systematically converting task lists into production-ready code.

Iterative Retrieval Pattern

Optimizes codebase context retrieval by progressively refining search criteria through an intelligent multi-phase evaluation loop.

Security Requirement Extractor

Transforms threat models and business context into actionable, testable security requirements and structured user stories.

Similarity Search Patterns

Implements high-performance similarity search and vector database patterns for AI-driven applications.

Financial Modeling Suite

Generates professional-grade financial models including DCF analysis, Monte Carlo simulations, and risk assessment scenarios for investment decision-making.

Infrastructure Metrics Collector

Automates the configuration of multi-layer infrastructure monitoring, data aggregation, and performance visualization across Prometheus, Datadog, and CloudWatch.

Data Science Agent Delegation

Delegates data analysis tasks to specialized subagents using a strict output-first verification protocol to ensure data integrity.

Zustand Mobile Patterns

Implements lightweight and efficient state management patterns for React Native applications using Zustand.

Shell Script Compatibility Review

Reviews and optimizes shell scripts to ensure consistent behavior and compatibility across Bash and Zsh environments.

MIDI Specification Schema Mapper

Transforms protocol details from MIDI specification PDFs into canonical JSON schema and OpenAPI definitions for high-fidelity implementation.

React Native Secure Storage Patterns

Implements secure data storage patterns using expo-secure-store for sensitive credentials and authentication tokens in React Native applications.

Database Backup Automator

Automates database backup scheduling, encryption, and recovery procedures across multiple SQL and NoSQL engines.

GitHub Workflow Automation & AI Swarm

Automates GitHub Actions workflows and repository management using intelligent AI swarm coordination for self-healing CI/CD pipelines.

SQL Optimization Patterns

Optimizes database performance through advanced indexing strategies, execution plan analysis, and efficient query refactoring patterns.

Distinctive Frontend Design

Generates production-grade, visually striking frontend interfaces that avoid generic AI aesthetics through intentional design choices.

Data Pipelines & ETL Orchestration

Architects reliable ETL/ELT pipelines using idempotent patterns, automated quality checks, and robust orchestration strategies.

React Native Performance Optimizer

Optimizes React Native applications by implementing best practices for rendering, lists, images, and animations.

Silo Dev Environments

Orchestrates isolated local development environments using k3d and Tilt to ensure seamless instance management and port isolation.

Deployment Pipeline Orchestrator

Orchestrates complex, multi-stage CI/CD pipelines and generates production-ready infrastructure configurations.

Finish Dev Branch

Automates the final stages of a Git feature branch including test verification, local merging, and GitHub pull request creation.

Dev Workflow Code Reviewer

Enforces rigorous, confidence-based code reviews with mandatory test evidence gates to ensure high-integrity software delivery.

Perplexity API Integration

Integrates real-time web search and search-augmented generation capabilities into applications using the Perplexity Sonar API.

Changelog Generator

Generates polished, user-friendly changelogs and release notes by automatically analyzing and categorizing git commit history.

AWS Data Engineering Patterns

Implements cost-effective and high-performance AWS data architectures using Glue, S3, Athena, and Redshift best practices.

Nixtla Experiment Architect

Orchestrates production-ready forecasting experiments and model benchmarking using the Nixtla ecosystem.

Startup Metrics Framework

Provides a comprehensive framework for tracking, calculating, and optimizing key performance indicators across various startup business models.

Data Science Toolkit

Provides discovery and management of specialized data science plugins, MCP servers, and data access tools within Claude Code.

Supabase Infrastructure Manager

Manages Supabase projects including database migrations, Edge Functions deployment, and local development environments via the Supabase CLI.