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skill

scikit-learn Review findings

zlanqingzlanqing/codex-claude-academic-skillsupdated

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Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
zlanqing's own description, from the skill's files.
ResearchAI & agentsDocumentsskill
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OverviewSecurity8Versions1

Overview

holdReview findings

Waxell's checks found 8 findings to review, highest severity high.

Highest severity
high
Findings
8
What ran
Static analysis

A clean result means nothing alarming in what is published, not a guarantee. How the checks work

We don't republish the skill's instructions. Read them on GitHub at the reviewed commit.

Security

Security scan

Checked 2 days ago

Result

Review findings Waxell's checks found 8 findings to review, highest severity high.

Checked with static analysis: servers it launches, packages it installs at runtime, scripts piped to a shell and bundled binaries. Nothing was run. How the checks work

Findings (8)

high · 8

  • high

    Tells Claude to install unpinned packages (scikit-learn)

    SKILL.md:19 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (matplotlib, seaborn)

    SKILL.md:22 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (pandas, numpy)

    SKILL.md:25 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (imbalanced-learn)

    references/model_evaluation.md:542 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (category-encoders)

    references/preprocessing.md:151 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (scikit-learn)

    references/quick_reference.md:49 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (pandas, numpy, matplotlib, seaborn)

    references/quick_reference.md:53 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (umap-learn)

    references/unsupervised_learning.md:299 · skill_risk:S2

Versions

Version history

Each distinct content we have seen, newest first, with the verdict it got at the time.

One version so far: v1, seen 2026-11-03.

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