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inference-latency-profiler

3.4

by jeremylongshore

176Favorites
90Upvotes
0Downvotes

Inference Latency Profiler - Auto-activating skill for ML Deployment. Triggers on: inference latency profiler, inference latency profiler Part of the ML Deployment skill category.

inference

3.4

Rating

0

Installs

Machine Learning

Category

Quick Review

The skill is severely underdeveloped with a clear structure but almost no actual content. The description is circular and vague ('provides automated assistance for inference latency profiler tasks'), offering no specific capabilities like measuring latency metrics, profiling different model types, comparing frameworks, or generating performance reports. Task knowledge is essentially absent—no methodologies, code examples, profiling tools, or concrete steps are provided. While the document structure is clean, it's a template with placeholder text rather than a functional skill. The novelty score is low because inference latency profiling (measuring prediction time, throughput, percentiles) could be accomplished by a CLI agent with standard profiling libraries, and this skill provides no specialized value or cost reduction in its current state.

LLM Signals

Description coverage2
Task knowledge1
Structure4
Novelty2

GitHub Signals

1,063
137
8
0
Last commit 2 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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Publisher

jeremylongshore avatar
jeremylongshore

Skill Author

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