Load this skill and follow it when placing or moving GPU resources across device memory, peer devices, host memory, storage, or remote…
Load this skill and follow it when optimizing GPU code that may change floating-point evaluation order, precision, boundary behavior, NaN…
Load this skill and follow it when turning GPU optimizations into reviewable patches, designing guards and fallbacks, running…
Load this skill and follow it when establishing a GPU performance baseline, analyzing profiler data, roofline results, or hardware…
Load this skill and follow it when designing runtime GPU state that survives across kernels, steps, requests, or sessions, especially when…
Load this skill and follow it when optimizing GPU reductions, scans, prefix operations, recurrences, streaming state, tile-local partials…
Load this skill and follow it when optimizing GPU resource lifetimes, allocation reuse, transient aliasing, pooling, workspace capacity…
Load this skill and follow it when identifying reusable GPU state, defining identity and validity, sharing or copy-on-write, admission…
Load this skill and follow it when diagnosing GPU memory allocatability failures, internal or external fragmentation, virtual-to-physical…
Build Gradio web UIs and demos in Python.
Ramps implementation ambition a notch only after the prior increment is understood.
Run and analyze Grafana Cloud k6 tests through the k6 CLI and read-only REST API.
Navigates and references Grafix primitives and effects for rapid visual content creation and creative coding.
Clone, port, or convert features from any GitHub repo into your project.
Browser automation and scraping with persistent page state.
Guides users through installing the Gran Maestro UI Picker Chrome extension using the Load Unpacked method.
Automates the installation and configuration of the Gran Maestro Chrome Extension for browser-based UI interaction.
Evaluates grant and subsidy application readiness across narrative drafts, evidence, and official scoring criteria while building…
Initialize a new research grant proposal project — folder structure, funding announcement ingestion, submission checklist, versioning…
Write a structured grant proposal or funding application for any grant type.
Develop or refine the title of a research grant proposal.