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skill

blip-2-vision-language Review findings

orchestra-researchorchestra-research/ai-research-skillsupdated

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Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.
orchestra-research's own description, from the skill's files.
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v1
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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 · 7

  • high

    Tells Claude to install unpinned packages (transformers, accelerate, torch, Pillow)

    SKILL.md:46 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (salesforce-lavis)

    SKILL.md:49 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (accelerate)

    references/troubleshooting.md:12 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (transformers, accelerate, torch, Pillow, scipy)

    references/troubleshooting.md:15 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (omegaconf, iopath, timm, webdataset)

    references/troubleshooting.md:36 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (salesforce-lavis)

    references/troubleshooting.md:37 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (torch, torchvision)

    references/troubleshooting.md:51 · skill_risk:S2

medium · 1

  • medium

    Tells Claude to install packages (salesforce-lavis==1.0.2)

    references/troubleshooting.md:33 · skill_risk:S3

Versions

Version history

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

One version so far: v1 (1.0.0), seen 2026-11-03.

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