Search Skills

Expert in designing Kafka Streams topologies, covering KStream, KTable, stream operations, joins, and windowing strategies for real-time data processing.

Expert in ksqlDB for real-time stream processing using SQL-like queries on Kafka topics, including windowing, joins, and materialized views.

Enables bidirectional synchronization between SpecWeave increments and Azure DevOps work items, activated for configuration help and integration questions.

Orchestrates multi-repository releases with dependency management, release order sequencing, and cross-repo validation for synchronized deployments.

Generates structured technical documentation including specifications, plans, and task lists with embedded tests for software increments using templates.

Expert frontend development support for React, Vue, Angular, and modern web applications, covering components, state management, responsive UI, and TypeScript with Tailwind.

Automates end-to-end feature engineering for ML pipelines, including data quality checks, feature creation, and production validation.

Provides expert guidance on optimizing cloud costs across AWS, Azure, and GCP using FinOps and infrastructure-specific techniques.

Detects multi-repo architecture patterns from user prompts and guides repository structure setup.

Expert guidance on SpecWeave framework conventions including source-of-truth discipline, increment naming, living documentation sync, and spec.md/tasks.md structure.

Architects scalable design systems using Atomic Design, design tokens, and theming to ensure brand consistency and modern UI/UX.

Analyzes brownfield project documentation to map to SpecWeave's structure, classifying documents and detecting tools for migration context mapping.

Automates task and spec organization across multiple Azure DevOps projects using project-per-team, area-path, and team-based architectures.

Automates archiving of project increments based on age, status, and activity to maintain a clean workspace while preserving historical data.

Expert in building and configuring Docusaurus documentation sites with MDX, theming, versioning, and i18n features.

Provides best practices for designing effective prompts in iterative AI development using Anthropic's ralph-loop plugin, ensuring clear completion signals.

Provides comprehensive Stripe payment integration for secure checkout, subscriptions, webhooks, and marketplace payments with PCI compliance.

Builds backend services with .NET, ASP.NET Core, and Entity Framework Core for REST APIs, gRPC, and real-time features.

Expertise in testing React Native applications with Jest, Detox, and React Native Testing Library for unit, integration, and E2E tests.

Configures, optimizes, and troubleshoots Metro bundler for efficient JavaScript application bundling.

Generates Mermaid diagrams following C4 architectural modeling conventions for system, container, and component diagrams.

Automates bidirectional synchronization between SpecWeave increments and Azure DevOps work items with conflict resolution for seamless project management.

Provides ML-based anomaly detection using Isolation Forest, One-Class SVM, autoencoders, and statistical methods for fraud, intrusion, and system monitoring.

Generates human-readable model explanations using SHAP, LIME, and feature importance for trust, debugging, and compliance.