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torchcell: Skill for Claude Code

.claude/skills/add-dataset/SKILL.md

add-dataset is a skill for Claude Code from Mjvolk3/torchcell. It costs 52 tokens per session (1,345 once invoked), scanned A, original, no licence file.

A skill for adding or changing a PyTorch dataset loader. A dataset loader is code that reads released data into a program, while a schema defines its record shape.

In plain words
What is it for?
It supports adding or revising torchcell loaders, checking record counts against a release, and recording schema changes.
Why use it?
It helps prevent released records from being lost and keeps the data, genome information, schema history, and served graph consistent.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is Mjvolk3/torchcell's own configuration. It tells Claude Code how to work on torchcell itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything torchcell configures →

not rated 3repo changed 21d ago A scan 52 tokens no licence
View source ↗ Mjvolk3/torchcell
Reuse

Borrowing it

Nothing to install: this file belongs to Mjvolk3/torchcell. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Mjvolk3/torchcell/main/.claude/skills/add-dataset/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Mjvolk3/torchcell

Made for: Claude Code.

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 add-dataset

README.md
[![agentmods](https://agentmods.dev/badge/skills/mjvolk3/torchcell/add-dataset/github.svg)](https://agentmods.dev/skills/mjvolk3/torchcell/add-dataset)
Your own site
<a href="https://agentmods.dev/skills/mjvolk3/torchcell/add-dataset"><img src="https://agentmods.dev/badge/skills/mjvolk3/torchcell/add-dataset/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 add-dataset

Your own site · 80×15
<a href="https://agentmods.dev/skills/mjvolk3/torchcell/add-dataset"><img src="https://agentmods.dev/badge/skills/mjvolk3/torchcell/add-dataset.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,345 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 $0.00052 $0.01345
Opus 5.5 $0.00021 $0.00538
Sonnet 5.5 $0.00010 $0.00269
Haiku 4.5 $0.00005 $0.00135

Measured 21d ago against content hash 7215244c5ea0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

add-dataset 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 21d 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.

.claude/skills/add-dataset/SKILL.md · 35 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. 21d ago Changed · +2 lines 7215244c5ea0
  2. 25d ago First seen · 33 lines · 52 tokens per session scan A 220e20113551

Subscribe to this mod's changes

add-dataset is a skill published in the GitHub repository Mjvolk3/torchcell (3 stars, last pushed 3d ago), with no licence file. It adds 52 tokens to every session and 1,345 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 2026-10-12.

Data and AIScientific
Related

add-dataset compared with skills from other repositories

add-dataset next to 6 skills from other repositories
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add-datasetMjvolk3/torchcellSkill33d agononeA52Claude Code
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ml-training-recipesOrchestra-Research/AI-Research-SKILLsSkill14k27d agoMITA88Claude Code