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triton-inference-config

4.0

by jeremylongshore

106Favorites
118Upvotes
0Downvotes

Configure triton inference config operations. Auto-activating skill for ML Deployment. Triggers on: triton inference config, triton inference config Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "triton inference config", "triton config", "triton".

inference

4.0

Rating

0

Installs

Machine Learning

Category

Quick Review

The skill is well-structured with clear sections but lacks substantive content. The description is too generic ('Configure triton inference config operations') without explaining what specific Triton configurations it handles (model configs, backend settings, ensemble pipelines, etc.). Task knowledge is minimal—no concrete steps, commands, or code examples for actual Triton config.pbtxt generation, model repository setup, or inference optimization. The structure itself is clean and appropriate. Novelty is questionable: a CLI agent could likely handle basic Triton configuration with documentation access; the skill doesn't demonstrate specialized logic, templates, or complex workflows that would justify its existence. To improve: add specific Triton config examples (model config templates, dynamic batching settings, version policies), concrete bash/python scripts for config validation, and detail unique value beyond generic ML deployment guidance.

LLM Signals

Description coverage3
Task knowledge2
Structure5
Novelty3

GitHub Signals

1,063
137
8
0
Last commit 2 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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Publisher

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jeremylongshore

Skill Author

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