neuron-nki-profiling

neuron-nki-profiling is a Runtime diagnostics & profiling skill for AI agents, published by aws-neuron in the neuron-agentic-development repository on GitHub. Skillspace rates neuron-nki-profiling D (60/100) and it passed the safety scan; the rating is based on static analysis only.

This skill guides using the cli to generate NKI kernel profiles (NEFF + NTFF pairs) to analyze performance on Neuron hardware. Use when encountering "profile kernel", "capture execution trace", "generate NEFF", "get summary-json", or asking "how to profile NKI kernel".

Grade
D
Quality
60 / 100
Safety
Passed
GitHub stars
41

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 GitHubaws-neuron/neuron-agentic-development

Our review

Architecture
73 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked 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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