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Install in OpenClaw
/install pytorch
Description
Avoid common PyTorch mistakes — train/eval mode, gradient leaks, device mismatches, and checkpoint gotchas.
Usage Guidance
This skill is a read-only cheat sheet for common PyTorch mistakes and appears safe: it doesn't ask for credentials, install code, or read files. Because it's instruction-only, it will only return text guidance — it will not execute code by itself. Note the skill source/homepage is unknown; if you need higher assurance, prefer skills from a known publisher or ones that link to an official homepage. Also remember this is guidance only — the agent still needs PyTorch/environment set up to run real code, and you should avoid pasting secrets or private data into prompts when asking for debugging help.
Capability Analysis
Type: OpenClaw Skill
Name: pytorch
Version: 1.0.0
The skill bundle contains standard metadata and a `SKILL.md` file that provides educational content on PyTorch best practices. There are no executable commands, instructions for the agent to perform actions, attempts at prompt injection, or any other indicators of malicious or suspicious behavior. The content is purely informational and aligns with the stated purpose.
Capability Assessment
Purpose & Capability
Name/description (PyTorch best-practices) align with the content of SKILL.md. The only declared binary dependency is python3, which is reasonable for a PyTorch-focused skill. The metadata and runtime instructions all focus on model training/inference pitfalls and do not request unrelated capabilities.
Instruction Scope
SKILL.md contains static guidance (train/eval, gradient control, device management, saving/loading, etc.). It does not instruct the agent to run system commands, read files, access environment variables, or transmit data to external endpoints. No scope creep detected.
Install Mechanism
No install spec and no code files are present (instruction-only). That is the lowest-risk model — nothing is downloaded or written to disk by the skill itself.
Credentials
The skill declares no environment variables, no credentials, and no config paths. This is proportionate to an advisory/reference skill that only provides textual recommendations.
Persistence & Privilege
always is false and the skill is user-invocable; it does not request permanent presence, elevated privileges, or modify other skills. Normal autonomous invocation is allowed by platform defaults but there is no indication this skill requires special persistence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pytorch - After installation, invoke the skill by name or use
/pytorch - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is PyTorch?
Avoid common PyTorch mistakes — train/eval mode, gradient leaks, device mismatches, and checkpoint gotchas. It is an AI Agent Skill for Claude Code / OpenClaw, with 1264 downloads so far.
How do I install PyTorch?
Run "/install pytorch" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is PyTorch free?
Yes, PyTorch is completely free (open-source). You can download, install and use it at no cost.
Which platforms does PyTorch support?
PyTorch is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin, win32).
Who created PyTorch?
It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.
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