torch-profiler-layer-track

torch-profiler-layer-track is an MLOps & model serving skill for AI agents, published by BBuf in the AI-Infra-Auto-Driven-SKILLS repository on GitHub. Skillspace rates torch-profiler-layer-track C (70/100) and it passed the safety scan; the rating is based on static analysis only.

Add verified layer-number guides and compact GPU display lanes to an existing Torch Profiler Chrome JSON trace. Use for L0/L1/... navigation or traces with hundreds of CUDA Graph stream rows. Changes visualization, not runtime streams.

Grade
C
Quality
70 / 100
Safety
Passed
GitHub stars
815

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubBBuf/AI-Infra-Auto-Driven-SKILLS

Our review

Architecture
99 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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