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Building Classification Models

This skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classification-model-builder plugin to automate model creation, optimization, and reporting. Use this skill when the user requests to "build a classifier", "create a classification model", "train a classification model", or needs help with supervised learning tasks involving labeled data. The skill ensures best practices are followed, including data validation, error handling, and performance metric reporting.

Overall
score

17%

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

75%

Validation12 / 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

body_output_format

No obvious output/return/format terms detected; consider specifying expected outputs

Warning

Total

12

/

16

Failed

Reviewed

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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.