Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Use this skill when validating skippy staged execution against full-model execution, adding model families, changing split boundaries, testing activation wire dtypes, or diagnosing mismatch behavior.
Use this skill when certifying a GGUF model family for skippy stage-split serving, reviewing capability data, promoting family evidence into topology policy, or updating staged split certification docs.
Use this skill when testing or benchmarking target/draft GGUF pairs for speculative decoding compatibility, tokenizer agreement, draft acceptance rate, or staged verification behavior.
General Intel GPU kernel optimization methodology. Use this skill when profiling or optimizing any ESIMD or SYCL kernel on Intel GPUs, performing roofline analysis, diagnosing bottlenecks (register spill, SLM bank conflicts, barrier overhead, memory coalescing), comparing Xe2 vs Xe3 hardware, or planning an optimization workflow. Covers VTune and GTPin profiling, key metrics (TFLOPS, GB/s, peak %), hardware comparison (Xe2: LNL/BMG vs Xe3: PTL/PTLH), and optimization patterns (prefetch, load/compute separation, loop unrolling, SIMD width selection). Xe2 is the architecture for Lunar Lake (LNL) and Battlemage (BMG); Xe3 is the architecture for Panther Lake (PTL) and Panther Lake-H (PTLH). Trigger for any Intel GPU performance question.
Validate screenshot and viewer HTML quality for PR evidence. Run this after adding or modifying images under .agents/evidence/pr/ or .agents/recordings/, or after generating a new viewer HTML file. Combines image quality checks (resolution, blankness, file size) with Playwright-based viewer rendering verification.
Use when fixing NeMo Agent Toolkit documentation path-check failures, especially failed `ci/scripts/path_checks.py` output, slash-delimited text mistaken for paths, relative path references, Markdown code escaping, and path-check allowlist decisions.
Check Web API and CSS feature compatibility in WebF - determine what JavaScript APIs, DOM methods, CSS properties, and layout modes are supported. Use when planning features, debugging why APIs don't work, or finding alternatives for unsupported features like IndexedDB, WebGL, float layout, or CSS Grid.
Verify application UI changes with uploaded screenshot or video artifacts
Run unit tests, integration tests, and development tasks for multigres
Drive a headless Chrome over the Chrome DevTools Protocol (CDP) for browser QA — navigate, click, fill forms, read the DOM/accessibility tree, screenshot, and assert. Use whenever a task requires loading a web page and interacting with it like a user. Chrome is launched by a bash step (recipe below); this skill attaches over CDP — no MCP server, no Puppeteer/Playwright needed to drive.