Skills

Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns.

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

Run `specify check` to verify that Spec Kit required tools (git, claude, gemini, code, cursor-agent, windsurf, qwen, opencode, codex, shai, qoder, etc.) are installed and available; interpret results and suggest next steps. Use when the user says "check Spec Kit environment", "specify not working", or "slash commands not showing".

Generate a custom checklist for the current feature based on user requirements.

Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.

Execute the implementation plan by processing and executing all tasks defined in tasks.md

|

Create or update a feature specification from a natural language feature description.

Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.

Provides comprehensive guidance for Spring AI including AI model integration, prompt templates, vector stores, and AI applications. Use when the user asks about Spring AI, needs to integrate AI models, implement RAG applications, or work with AI services in Spring.

Provides comprehensive guidance for Spring Cloud microservices including service discovery, configuration management, load balancing, circuit breakers, API gateways, and distributed tracing. Use when the user asks about Spring Cloud, needs to build microservices, implement service discovery, or work with Spring Cloud components.

Guidance for Tauri v2 window menu definition, event handling, and shortcuts.