Skill UI

Help Python users transform CPU-bound, NumPy/pandas/ML/graph/image workloads into GPU-accelerated code with CuPy, Numba CUDA, Warp, RAPIDS, and other NVIDIA libraries, covering physics simulation, geospatial analysis, dashboards, medical imaging, and large-data processing.

Leverage AWS Detective behavior graphs, GuardDuty correlations, and automated entity profiling to hunt threats across IAM users, EC2 instances, IPs, and more without manual log parsing.

Plotly is a Python graphing library for building interactive dashboards and exploratory analysis with hover tooltips, zoom/pan, Plotly Express for rapid charts, Graph Objects for custom traces, and exports to HTML or static images.

Executes training, fine-tuning, inference, and batch jobs on Modal’s zero-config GPU cloud so you just write Python, run `modal run`, and let Modal auto scale, manage secrets, and halt billing when finishes.

Extracts business domain knowledge from a repository by scanning files or reusing an existing understand graph, then feeds the analyzer to build and launch an interactive domain flow graph in the dashboard.