Search Skills

Refines verbose content by removing redundancy, trimming word count, and strengthening lesson connections to resolve Gate 4 failures.

Designs and implements evaluation frameworks for AI agents, testing reasoning quality, building graders, and conducting error analysis for robust agent performance.

Generates pedagogically-aligned slide decks from educational content using NotebookLM, with proficiency-calibrated prompts for chapter presentations.

Provides testing utilities for AI agent code using pytest, including mocking LLM calls, FastAPI testing, and SQLModel integration without evaluating LLM outputs.

Enables Kubernetes operational excellence through cost visibility, backup/disaster recovery, and chaos engineering for optimized performance and resilience.

Diagnoses and mitigates context degradation in AI agent systems, resolving performance issues from excessive context length during agent operation.

Builds accessible UI components in Next.js using shadcn/ui, covering form validation with react-hook-form and dark mode setup.

Builds event-driven systems with Apache Kafka on Kubernetes using Strimzi operator, supporting producers, consumers, and exactly-once semantics.

Validates Python, Node.js, and Rust code examples in educational book chapters using the 4-Layer Teaching Method.

Builds interactive AI chat widgets with buttons, forms, entity tagging, and composer tools for agentic UIs with bidirectional actions.

Generates production-ready, reusable skills for extending Claude's capabilities by analyzing codebases, conversations, and authentic sources.

Generates educational assessments with diverse question types matching Bloom's Taxonomy and learning objectives, featuring balanced cognitive distribution and rubrics.

Builds Kubernetes observability stacks using Prometheus, Grafana, OpenTelemetry, Jaeger, and Loki for metrics, tracing, and logging.

Auto-generates OpenAPI 3 documentation for Spring Boot 4.x REST APIs, triggered by controller changes or documentation requests.

Auto-generates OpenAPI 3 documentation for Spring Boot REST APIs using springdoc-openapi library.

Orchestrates full-stack application creation from natural language, selecting tech stacks and coordinating development agents.

Guides web UI design decisions using principles for components, layouts, color, and typography without prescribing fixed solutions.

Orchestrates parallel AI agents with specialized domain expertise for multi-perspective analysis and task completion using Claude Code's native tooling.

Provides tools for designing and reviewing TypeScript library APIs, emphasizing developer experience, ergonomics, and architecture.

Manages packaging and distribution processes for Desktop Extensions (DXT) in desktop application development.

Provides standardized patterns and best practices for building robust MCP server applications with emphasis on maintainability and scalability.

Provides MCP testing strategies using Vitest, Inspector, and integration tests to ensure code reliability and functionality.

Refactors MCP Tools to enhance integration with Large Language Models (LLMs) and improve user experience through code optimization.

CLI tool for inspecting and debugging the MCP protocol, enabling developers to troubleshoot communication issues in software systems.