Analytics & Monitoring Agent Skills

Expert skill for automated GPU performance benchmarking and regression detection.

Load this skill and follow it when planning, reviewing, or carrying out performance optimization for GPU compute, resource, or…

Load this skill and follow it when optimizing compiled graphs, fusion, graph breaks, recompilation, GPU graphs, or multi-GPU runtime…

Load this skill and follow it when optimizing GPU kernel thread mapping, coalesced memory access, tiling, shared memory, registers…

Load this skill and follow it when reducing GPU global-memory traffic, intermediate tensor materialization, layout conversions, redundant…

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 designing runtime GPU state that survives across kernels, steps, requests, or sessions, especially when…

Use when: (1) Considering switching from CPU to GPU for a Kaggle competition, (2) GPU quota is running low and you need to prioritize…

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…

Create diagnostic bundles for Granola support requests.

Teaches an agent graph engineering — both halves.

Governance metrics dashboard — coverage by category, cross-reference density, compliance readiness, and project comparison across all…

Expert assistance with GraphPad Prism scientific graphing and statistics software, specializing in Prism scripting for automation, batch…

xAI Grok image and video generation guide covering authentication, endpoints, prompt structure, image editing, reference-image video, and…

Use when you need Groq's non-chat endpoints — transcribing or translating audio with Whisper, understanding images with Llama 4 vision…

Collect Groq debug evidence for support tickets and troubleshooting.