Audit medical device technical files against EU MDR 2017/745 regulations.

Pattern for safely removing an obsolete package/distribution surface without breaking the surviving release path.

Pattern for keeping published plugin templates stable while layering source-owned helper files and skill content.

Draft IACUC protocol applications with focus on the 3Rs principles justification.

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

Convert physician verbal dictation into structured SOAP notes. Trigger.

Use this skill when performing root cause analysis on incidents detected by Elastic Observability. Activate when the user reports a production issue, outage, degraded performance, or asks to investigate alerts.

Complete file handling including upload flows, serving files via URL, storing generated files from actions, deletion, and accessing file metadata from system tables

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. Use when performing exploratory data analysis, building data pipelines, creating statistical visualizations, writing Jupyter notebooks, cleaning and transforming datasets, or implementing analytics dashboards.

Expert skill for implementing wake word detection with openWakeWord. Covers audio monitoring, keyword spotting, privacy protection, and efficient always-listening systems for JARVIS voice assistant.

Expert skill for prompt engineering and task routing/orchestration. Covers secure prompt construction, injection prevention, multi-step task orchestration, and LLM output validation for JARVIS AI assistant.

Concurrent operations with asyncio and Tokio, focusing on race condition prevention, resource safety, and performance

Expert UI/UX designer specializing in user-centered design, accessibility (WCAG 2.2), design systems, and responsive interfaces. Use when designing web/mobile applications, implementing accessible interfaces, creating design systems, or conducting usability testing.

WebGL shaders and effects for JARVIS 3D HUD

Cross-platform desktop application framework combining Rust backend with web frontend, emphasizing security and performance

REST API and WebSocket development with FastAPI emphasizing security, performance, and async patterns

CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁

Use when user wants to create a new Flutter project (Todo/Habit/Note/Expense/Custom domain) with Clean Architecture, Riverpod 3.0, Drift, and modern Flutter stack

Use when user wants to create a new Flutter project (Todo/Habit/Note/Expense/Custom domain) with Clean Architecture, Riverpod 3.0, Drift, and modern Flutter stack