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Deploying Machine Learning Models

This skill enables Claude to deploy machine learning models to production environments. It automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. Use this skill when the user requests to deploy a model, serve a model via an API, or put a trained model into a production environment. The skill is triggered by requests containing terms like "deploy model," "productionize model," "serve model," or "model deployment."

Overall
score

18%

Does it follow best practices?

Validation for skill structure

Validation failed for this skill
This skill has errors that need to be fixed before it can move to Implementation and Activation review.
SKILL.md
Review
Evals

Activation

Skipped

Implementation

Skipped

Validation

81%

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

name_field

'name' must contain only lowercase letters, digits, and hyphens

Fail

metadata_version

'metadata' field is not a dictionary

Warning

license_field

'license' field is missing

Warning

Total

13

/

16

Failed

Reviewed

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Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.