Python Async Scaling
Best practices, common mistakes, decision guidance, and everyday checklists for async Python, asyncio, and FastAPI — covering both single-instance code and distributed/scaled-out deployments (Kubernetes, Lambda, Azure Container Apps, SQS, RabbitMQ). Use this skill any time you write, review, or debug async Python code, FastAPI endpoints, background workers, or queue consumers — especially when co…
Designdoc Creator
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Code Reviewer
Comprehensive code review for Python AI/ML microservices focusing on security, performance, maintainability, and code duplication. Use when explicitly asked to review code, review merge requests (MRs), or provide code feedback. Triggers on "review this code", "review my changes", "review MR", "code review", "check this code for issues", "add comments to MR", "post review comments". Reviews local…
Feature Coder
Systematic feature development workflow for complex features and refactoring using planning-first TDD approach. Use when user asks to implement a feature, add functionality, refactor code, or build something complex that requires planning. Also trigger proactively when an implementation request has multiple steps, requires architectural decisions, or involves touching shared code. Triggers on "im…
Python Tutor
AI/ML Python code tutor that provides actionable hints for writing pythonic, high-performance, modern code. Triggers when user says "tutor" or asks for code review/improvement suggestions, but also trigger proactively when you spot a clear improvement opportunity in code being discussed or written. Provides before/after code snippets with brief rationale. Covers Python idioms, performance, type h…