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Neovim Startup Benchmark Analysis
DevOps
Measure Neovim startup time and identify slow plugins or configurations impacting performance.
Azure Functions - Serverless Applications
DevOps
Build serverless applications with Azure Functions for event-driven computing. Create HTTP triggers, queue processors, and durable orchestrations on Azure.
Exa Policy & Guardrails
DevOps
Implement automated policy enforcement and guardrails for Exa integrations. Configure ESLint rules, pre-commit hooks, and CI/CD policy checks for best practices.
Hook Management
DevOps
Session-scoped hook lifecycle management with enable/disable controls, execution profiling, and color-coded performance alerts for ClaudeKit's event-driven system.
ClickHouse + Kafka Validation
DevOps
Implement defense-in-depth validation patterns for ClickHouse + Kafka data pipelines, covering producer validation, anti-corruption layers, error streaming, idempotency with ReplacingMergeTree, and comprehensive monitoring.
Orchestrator Git Standards
DevOps
Orchestrator AI-specific Git conventions: conventional branch names, structured commits, and clean history. Essential for maintaining code quality and team collaboration.
Torchserve Config Generator
DevOps
Automated assistant for Torchserve configuration generation in ML deployment domain. Provides step-by-step guidance and production-ready code generation.
Memorystore Configuration
DevOps
Automated assistance for Memorystore configuration on Google Cloud Platform. Activates on mentions of 'memorystore config' and provides step-by-step guidance, production-ready configurations, and validations following best practices.
ClickHouse Architect
DevOps
ClickHouse schema design, compression codec selection, and performance optimization. Covers MergeTree engines, ORDER BY tuning, partitioning, and both Cloud and self-hosted deployments.
GKE Monitoring and Observability
DevOps
Set up comprehensive observability for GKE applications, including logging, metrics, distributed tracing, and alerting. Use when configuring Cloud Logging and Cloud Monitoring, instrumenting Spring Boot microservices with Prometheus and Actuator, or creating dashboards and alerts.
GitHub Issue Creator
DevOps
Automates creation of well-structured GitHub issues for the MCPSpy project using gh CLI tool. Follows conventional naming with feat/chore/fix prefixes and maintains appropriate detail levels.
Claude Code session diagnostic
DevOps
Analyzes Claude Code session bloat: displays token count, context usage percentage (out of 200K), and a breakdown of bloat sources. Useful when the session feels large or the context window nears capacity, with recommendations for reducing it.