testing security framework internals AI Skills

Discover testing security framework internals skills, compare source repositories and read the instructions for each workflow.

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GitHub

vram-gpu-oom

lawless-m

GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.

☆ 6View skill

GitHub

attribution-patching

ndif-team

Gradient-based approximation to activation patching for scalable circuit analysis. Use when activation patching is too slow or when analyzing many components simultaneously.

☆ 6View skill

GitHub

Write correct, idiomatic Apple MLX code for Apple Silicon ML. Use when working with MLX arrays, neural networks, training loops, lazy evaluation, unified memory, mx.eval, mx.compile, Metal GPU, memory optimizat...

☆ 6View skill

GitHub

godot-optimization

Zate

Expert knowledge of Godot performance optimization, profiling, bottleneck identification, and optimization techniques. Use when helping improve game performance or analyzing performance issues.

☆ 6View skill

GitHub

ai-ide-developer

sandraschi

Master AI-integrated development environments with comprehensive coverage of Windsurf, Cursor, Antigravity, Zed, Cline, and FOSS newcomers, including intelligent usage patterns, cost optimization, and the evolu...

☆ 6View skill

GitHub

line-cook

smileynet

AI-supervised development workflow. Use when running prep, cook, serve, tidy, or work commands, managing beads issues during sessions, or following prep→cook→serve→tidy cycle. Covers workflow orchestration, gua...

☆ 6View skill

GitHub

ros-expert

p1tl0rd

Robotics Operating System (ROS 1 & 2) expert. Specializes in node lifecycle, transformations (TF2), URDF modeling, navigation, and build systems (catkin/colcon).

☆ 6View skill

GitHub

pythonmodern-python

martinffx

Modern Python language features and typing patterns. Use when writing type hints, using generics, implementing pattern matching, working with async/await, or leveraging Python 3.10+ features.

☆ 6View skill

GitHub

greycat-c

datathings

GreyCat C API and GCL Standard Library reference. Use for: (1) Native C development with gc_machine_t context, tensors, objects, memory management, HTTP, crypto, I/O; (2) GCL Standard Library modules - std::cor...

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