from claude-skill-registry309
Guidance and patterns for Python parallelism and GPU/CPU performance: threading vs multiprocessing vs asyncio, CUDA streams, PyTorch DDP, and benchmarking.
Concrete patterns and rules for writing performance-sensitive Python code that uses CPU parallelism and GPU acceleration. Covers when to use threading, multiprocessing, or asyncio; safe multiprocessing with CUDA; CUDA streams and latency-hiding; PyTorch DDP tuning; and correct benchmarking techniques.
Use this skill when you're optimizing Python data pipelines or ML training: diagnosing I/O vs CPU vs GPU bottlenecks, preparing data loaders, setting up multiprocessing safely with CUDA, or tuning distributed training with DDP. Helpful during profiling, pre-deployment performance checks, and while writing high-throughput inference services.
Best used by developer-facing agents that can run code or provide coding guidance (Claude Code, Copilot/GitHub Copilot-like assistants, local coding assistants).
This skill has not been reviewed by our automated audit pipeline yet.
Uloop: Execute Dynamic Code
Run small C# snippets in the Unity Editor via the uloop CLI for editor automation tasks like prefab wiring, AddComponent flows, and scene edits—without writing
Bookmarklet Creation
Generates browser-executable JavaScript bookmarklets with strict formatting (IIFE wrapper, block comments) and provides ready-to-install links or installer inst
Overnight — Autonomous Long-Running Coding
Orchestrates long-running coding goals: decomposes objectives into atomic tasks, dispatches isolated worktree workers, verifies acceptance criteria, and merges
Bexio API (Swiss CRM & Invoicing)
Integrate and manage Bexio contacts, quotes, invoices, orders and products via the Bexio API. Useful for CRM and Swiss business document workflows.
Content Research Writer
A writing-partner skill that helps research, outline, draft, cite, and iteratively improve articles, tutorials, and thought pieces.
Agent Hierarchy Diagram
Generate visual hierarchy diagrams (ASCII, Mermaid, GraphML) that show agent roles, levels, and delegation for documentation and onboarding.
Session Sync
Quickly save session-context files and MEMORY.md as a single, no‑prompt checkpoint; useful when the user asks to sync current progress or run a full capability
Review Pull Request
Automated, structured PR reviewer: gathers metadata, diffs, CI results, dependency changes and provides a concise verdict with testing and documentation recomme
Agent Ops — Testing Workflow
Guidance for designing, running, and analyzing test suites for agents: test isolation, execution patterns, and coverage-based enforcement.
libagent
Agent orchestration library for conversational AI — coordinates LLM completions, memory, tool execution, and multi-turn flows; useful for building chat agents a
