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skill

deepspeed Review findings

orchestra-researchorchestra-research/ai-research-skillsupdated

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Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention
orchestra-research's own description, from the skill's files.
ResearchSales & marketingAI & agentsskill
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14,234
Version
v1
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0
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 (pre-commit, Next, the, pre-commit, hooks, must …)

    references/other.md:1099 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (pytest, Simply, invoke, pytest, to, run …)

    references/other.md:1107 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (datasets)

    references/tutorials.md:727 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (deepspeed, see, more, details)

    references/tutorials.md:5030 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (deepspeed)

    references/tutorials.md:6126 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (torch)

    references/tutorials.md:6467 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (oneccl_bind_pt, https://developer.intel.com/ipex-whl-stable-cpu)

    references/tutorials.md:6485 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (torch, torch_npu)

    references/tutorials.md:6515 · 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 (1.0.0), seen 2026-11-03.

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