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Project Architecture & Coding Guidelines

Provides a comprehensive template for project architecture, coding patterns, and testing requirements to ensure AI-driven development consistency.

Technical Debt Analyzer

Systematically identifies, analyzes, and documents technical debt in JavaScript and TypeScript codebases to improve long-term maintainability.

React State Management Expert

Architects and implements scalable React state solutions using Redux Toolkit, Zustand, Jotai, and TanStack Query.

Tailwind Design System Architect

Architects scalable, production-ready design systems using Tailwind CSS, design tokens, and reusable component patterns.

Modern JavaScript Patterns

Refactors legacy code into modern ES6+ syntax and implements clean functional programming patterns for maintainable JavaScript applications.

Prometheus Configuration & Monitoring

Configures Prometheus for comprehensive infrastructure and application metric collection, alerting, and observability.

OpenAPI Specification Generator

Generates, maintains, and validates comprehensive OpenAPI 3.1 specifications for RESTful API documentation and SDK development.

Prompt Engineering Patterns

Implements advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production applications.

Competitive Landscape Analyst

Conducts deep-dive competitive research and strategic market positioning using established business frameworks.

dbt Transformation Patterns

Implements production-ready dbt patterns for scalable analytics engineering, model layering, and automated testing.

ClickHouse Analytics & Data Engineering

Optimizes ClickHouse database performance with specialized patterns for high-speed analytical queries and data engineering.

Project Architecture & Guidelines Template

Standardizes full-stack development workflows using Next.js, FastAPI, and Supabase architectures.

Screen Reader Accessibility Testing

Validates web applications for screen reader compatibility and accessibility compliance using industry-standard assistive technologies.

Istio Traffic Management

Configures advanced Istio traffic policies including intelligent routing, resilience patterns, and progressive delivery strategies.

Windmill C# Scripting

Automates the creation, package management, and deployment of C# scripts optimized for the Windmill platform.

Bazel Build Optimization

Optimizes Bazel build performance and configurations for enterprise-scale monorepos.

Helm Chart Scaffolding

Generates and manages production-ready Helm charts for templating and packaging Kubernetes applications.

Quantitative Risk Metrics Calculation

Calculates comprehensive portfolio risk metrics and performance indicators to enhance financial risk management and reporting.

Startup Team Composition Analysis

Designs optimal startup team structures, hiring roadmaps, and compensation strategies from pre-seed to Series A.

Distributed Tracing Implementation

Implements end-to-end request tracking across microservices using Jaeger and Tempo to identify and resolve performance bottlenecks.

Incident Response Runbooks

Generates structured incident response runbooks with step-by-step procedures, escalation matrices, and recovery actions for production environments.

Security Review Specialist

Audits source code for vulnerabilities and enforces industry-standard security patterns for authentication, data handling, and infrastructure.

Hybrid Cloud Networking

Configures secure, high-performance network connectivity between on-premises infrastructure and cloud platforms like AWS, Azure, and GCP.

HR & Legal Compliance Templates

Generates legally-sound employment contracts, offer letters, and HR policy documentation based on industry best practices.

WCAG Accessibility Audit Patterns

Conducts comprehensive WCAG 2.2 accessibility audits and provides actionable remediation strategies for web content.

Anti-Reverse Engineering Techniques

Analyzes and bypasses software protection mechanisms like anti-debugging, obfuscation, and packing for authorized security research.

Storyboard Manager

Streamlines creative writing workflows through automated character development, structural plot planning, and narrative consistency checking.

Video Compression & Quality Comparer

Compares video files to generate interactive HTML reports with visual comparisons and objective quality metrics like PSNR and SSIM.

BigQuery Script Writer for Windmill

Streamlines the creation, parameterization, and deployment of Google BigQuery SQL scripts for the Windmill orchestration platform.

Architecture Decision Records (ADRs)

Standardizes the documentation of significant technical decisions and their rationales using industry-proven ADR templates.