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timesfm-forecasting Review findings

zlanqingzlanqing/codex-claude-academic-skillsupdated

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Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.
zlanqing's own description, from the skill's files.
FinanceResearchData & analyticsskill
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5,626
Version
v1
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0
OverviewSecurity7Versions1

Overview

holdReview findings

Waxell's checks found 7 findings to review, highest severity high.

Highest severity
high
Findings
7
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 7 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 (7)

high · 3

  • high

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

    examples/global-temperature/README.md:138 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (flax)

    references/system_requirements.md:149 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (scikit-learn)

    references/system_requirements.md:150 · skill_risk:S2

info · 4

  • info

    examples/anomaly-detection/output/anomaly_detection.png: PNG image

    examples/anomaly-detection/output/anomaly_detection.png · binary_risk:B6

  • info

    examples/covariates-forecasting/output/covariates_data.png: PNG image

    examples/covariates-forecasting/output/covariates_data.png · binary_risk:B6

  • info

    examples/global-temperature/output/forecast_animation.gif: GIF image

    examples/global-temperature/output/forecast_animation.gif · binary_risk:B6

  • info

    examples/global-temperature/output/forecast_visualization.png: PNG image

    examples/global-temperature/output/forecast_visualization.png · binary_risk:B6

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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