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confusion-matrix-generator

4.0

by jeremylongshore

116Favorites
95Upvotes
0Downvotes

Confusion Matrix Generator - Auto-activating skill for ML Training. Triggers on: confusion matrix generator, confusion matrix generator Part of the ML Training skill category.

confusion matrix

4.0

Rating

0

Installs

Machine Learning

Category

Quick Review

The skill has clear structure and metadata but lacks substantive content. The description is vague and circular ('confusion matrix generator' repeated without explaining what it does). No actual task knowledge is provided - no steps, code, or guidance on how to generate confusion matrices from model predictions and ground truth labels. A CLI agent would not know how to compute metrics, visualize the matrix, or integrate with ML frameworks. The novelty is limited since generating confusion matrices is straightforward with sklearn or similar libraries. To improve: add concrete steps for extracting predictions, computing the matrix, calculating metrics (precision, recall, F1), and visualization options.

LLM Signals

Description coverage2
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

jeremylongshore avatar
jeremylongshore

Skill Author

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