Search Skills

Builds scalable design systems using design tokens, theming infrastructure, and component architecture patterns for consistent UI development.

Applies STRIDE methodology for systematic threat identification in security analysis and threat modeling sessions.

Provides implementation guidance for Command Query Responsibility Segregation (CQRS) to separate read and write operations, enhancing scalability and performance in backend systems.

Enables request tracking across microservices using Jaeger and Tempo to debug and identify performance bottlenecks in distributed systems.

Builds Retrieval-Augmented Generation (RAG) systems for LLMs using vector databases and semantic search to enable knowledge-grounded AI applications.

Designs PostgreSQL schemas with best practices, including data types, indexing, constraints, and performance patterns.

Derives security requirements from threat models and business context to create actionable security user stories and test cases.

Designs LLM applications with agent architectures, memory management, and tool integration using LangChain 1.x and LangGraph.

Profiling and optimizing Python code performance using cProfile and memory profilers to resolve bottlenecks.

Automates end-to-end machine learning pipeline creation, covering data preparation, model training, validation, and production deployment.

Optimizes Bazel build performance for large monorepos through configuration, remote execution, and enterprise-grade build tuning.

Provides patterns for building efficient GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners to optimize automation.

Provides patterns and techniques for implementing Go concurrency using goroutines, channels, and context to build robust concurrent applications.

Designs and implements event stores for event-sourced systems, covering infrastructure choices and persistence patterns.

Conducts automated and manual WCAG 2.2 accessibility audits with remediation guidance for website compliance.

Guides seamless on-call shift transitions with context transfer, escalation protocols, and documentation for efficient incident management.

Combines vector and keyword search to improve retrieval accuracy in RAG systems and search engines.

Enforces production-grade Kubernetes security via NetworkPolicy, PodSecurityPolicy, and RBAC for network isolation and pod security standards.

Optimizes Apache Spark job performance through partitioning, caching, shuffle tuning, and memory configuration for efficient data processing pipelines.

Analyzes memory dumps for incident response and malware analysis using Volatility tools.

Generates structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions for team guidance during incidents.

Provides essential C#/.NET backend patterns for building robust APIs, enterprise applications, and server-side logic using modern practices like dependency injection and Entity Framework Core.

Provides tools for designing iOS interfaces and implementing SwiftUI views following Apple's Human Interface Guidelines.

Enables implementation of data quality validation using Great Expectations, dbt tests, and data contracts for robust data pipelines.