deepspeed

deepspeed is a skill for Claude Code from OpenLAIR/dr-claw-plugin-cc. It costs 38 tokens per session (33,311 once invoked), scanned B, original, no licence file.

A set of tools and guidance for training machine-learning models across multiple GPUs or machines, including methods for reducing memory use and splitting model work.

In plain words
What is it for?
It is for distributed training with ZeRO memory optimisation, pipeline parallelism, reduced-precision training, and sparse attention.
Why use it?
It helps run models that are too large or expensive to train on one device and provides several ways to distribute the workload.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the dr-claw plugin — 140 skills, 4 commands, 1 hook shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/openlair/dr-claw-plugin-cc/deepspeed
Any agent
npx skills add OpenLAIR/dr-claw-plugin-cc --skill deepspeed
Clone the repo
git clone --depth 1 https://github.com/OpenLAIR/dr-claw-plugin-cc

Made for: Claude Code.

Or install dr-claw, the plugin that ships this one along with the rest of its 140 skills, 4 commands, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for deepspeed

README.md
[![agentmods](https://agentmods.dev/badge/skills/openlair/dr-claw-plugin-cc/deepspeed.svg)](https://agentmods.dev/skills/openlair/dr-claw-plugin-cc/deepspeed)
Your own site
<a href="https://agentmods.dev/skills/openlair/dr-claw-plugin-cc/deepspeed"><img src="https://agentmods.dev/badge/skills/openlair/dr-claw-plugin-cc/deepspeed.svg" alt="Measured on agentmods" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 33,311 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.33311
Opus 5 $0.00019 $0.16656
Sonnet 5 $0.00008 $0.06662
Haiku 4.5 $0.00004 $0.03331

Measured 2d ago against content hash 8c2221b797e6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade B, and why

deepspeed scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

**Pattern 1:** DeepNVMe Contents Requirements Creating DeepNVMe Handles Using DeepNVMe Handles Blocking File Write Non-Blocking File Write Parallel File Write Pinned Tensors Putting it together Acknowledgements Appendix
plugins/dr-claw/skills/distributed-training/deepspeed/SKILL.md · 142 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 142 lines · 38 tokens per session scan B 8c2221b797e6

Subscribe to this mod's changes

deepspeed is a skill published in the GitHub repository OpenLAIR/dr-claw-plugin-cc (5 stars, last pushed 3mo ago), with no licence file. It adds 38 tokens to every session and 33,311 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.