Analyze Zymtrace Workload | Agent Skills Atlas

About this skill

Investigate a GPU or CPU workload through the zymtrace MCP. The MCP does most of the analysis. This skill enforces the cross-view discipline -- always pull the matching opposite-side flamegraph (CPU for GPU workloads, GPU for CPU workloads) with the same filter. Most bottlenecks hide on the side the customer didn't ask about. Triggers on "analyze my GPU workload", "where's the bottleneck in vllm", "investigate my training job", "find the hot kernel", "GPU isn't saturated", "investigate using flamegraph", "use zymtrace mcp to analyze", or any combination of "analyze / investigate / bottleneck / hot kernel" with "GPU / CPU / vllm / training / flamegraph / zymtrace".

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Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 63736389b2ea61f50e357744014b58fca56945afc518597c05d200739d7d1f81

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Original listing metadata

Original name

analyze-zymtrace-workload

Original description

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.