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pytorch-debug

pytorch-debug is a skill for Claude Code, Codex from michaelrizvi/claude-config. It costs 43 tokens per session (507 once invoked), scanned A, original, no licence file.

A debugging helper for PyTorch, a Python library for machine learning, that investigates common runtime errors.

In plain words
What is it for?
Use it to diagnose PyTorch errors, including dtype mismatches, device errors, shape issues, gradient problems, and out-of-memory errors.
Why use it?
It helps trace problems involving data types, computing devices, tensor shapes, gradients, or memory limits.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 12repo 7mo ago A scan 43 tokens no licence

Good fit Use it to diagnose PyTorch errors, including dtype mismatches, device errors, shape issues, gradient problems, and out-of-memory errors.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/michaelrizvi/claude-config/pytorch-debug
View source ↗ michaelrizvi/claude-config
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.

Any agent
npx skills add michaelrizvi/claude-config --skill pytorch-debug
Clone the repo
git clone --depth 1 https://github.com/michaelrizvi/claude-config

Made for: Claude Code, Codex.

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 pytorch-debug

README.md
[![agentmods](https://agentmods.dev/badge/skills/michaelrizvi/claude-config/pytorch-debug/github.svg)](https://agentmods.dev/skills/michaelrizvi/claude-config/pytorch-debug)
Your own site
<a href="https://agentmods.dev/skills/michaelrizvi/claude-config/pytorch-debug"><img src="https://agentmods.dev/badge/skills/michaelrizvi/claude-config/pytorch-debug/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pytorch-debug

Your own site · 80×15
<a href="https://agentmods.dev/skills/michaelrizvi/claude-config/pytorch-debug"><img src="https://agentmods.dev/badge/skills/michaelrizvi/claude-config/pytorch-debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 507 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00043 $0.00507
Opus 5.5 $0.00017 $0.00203
Sonnet 5.5 $0.00009 $0.00101
Haiku 4.5 $0.00004 $0.00051

Measured 2mo ago against content hash 640fade8034e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pytorch-debug scanned grade A with 0 findings 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/pytorch-debug/SKILL.md · 56 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 56 lines · 43 tokens per session scan A 640fade8034e

Subscribe to this mod's changes

pytorch-debug is a skill published in the GitHub repository michaelrizvi/claude-config (12 stars, last pushed 7mo ago), with no licence file. It adds 43 tokens to every session and 507 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Debugging
Related

pytorch-debug compared with skills from other repositories

pytorch-debug next to 6 skills from other repositories
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pytorch-debugmichaelrizvi/claude-configSkill127mo agononeA43Claude Code, Codex
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cwv-optimizeradobe/skillsSkill319yesterdayApache-2.0A112Claude Code
ci-fixersipyourdrink-ltd/bernsteinSkill1.2kyesterdayApache-2.0A15Claude Code, Codex
incident-response-incident-responsermyndharis/antigravity-skillsSkill1.9k23d agoMITA36Claude Code
triaging-web-analytics-supportPostHog/posthogSkill41kyesterdaynoneA151Claude Code, Codex