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VitaForge: Skill for Claude Code

.claude/skills/ai4s-dry-lab/SKILL.md

ai4s-dry-lab is a skill for Claude Code from PancrePal-xiaoyibao/VitaForge. It costs 114 tokens per session (9,928 once invoked), scanned A, original, no licence file.

A skill for AI-assisted dry-lab research, meaning computer-based scientific work that does not require physical experiments. The description covers automated research, startup rules, task files, hardware settings, and hardware awareness.

In plain words
What is it for?
It is intended for organising or automating AI-assisted dry-lab work, but the specific jobs are not described.
Why use it?
The available description is too limited to state exactly which research tasks it performs.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is PancrePal-xiaoyibao/VitaForge's own configuration. It tells Claude Code how to work on VitaForge 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 VitaForge configures →

not rated 6repo 4mo ago A scan 114 tokens custom licence
View source ↗ PancrePal-xiaoyibao/VitaForge
Reuse

Borrowing it

Nothing to install: this file belongs to PancrePal-xiaoyibao/VitaForge. 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/PancrePal-xiaoyibao/VitaForge/main/.claude/skills/ai4s-dry-lab/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/PancrePal-xiaoyibao/VitaForge

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 ai4s-dry-lab

README.md
[![agentmods](https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab/github.svg)](https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab)
Your own site
<a href="https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab"><img src="https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab/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 ai4s-dry-lab

Your own site · 80×15
<a href="https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab"><img src="https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/ai4s-dry-lab.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 114 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,928 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 $0.00114 $0.09928
Opus 5.5 $0.00046 $0.03971
Sonnet 5.5 $0.00023 $0.01986
Haiku 4.5 $0.00011 $0.00993

Measured 2mo ago against content hash 30b4a715de9b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai4s-dry-lab 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.

The scan reads SKILL.md. This mod also ships 5 executable files (scripts/ai4s-gate-check.sh, scripts/ai4s-init.sh, scripts/ai4s-worklog.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/ai4s-dry-lab/SKILL.md · 859 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

14 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. 2mo ago First seen · 859 lines · 114 tokens per session scan A 30b4a715de9b

Subscribe to this mod's changes

ai4s-dry-lab is a skill published in the GitHub repository PancrePal-xiaoyibao/VitaForge (6 stars, last pushed 4mo ago), with no licence file. It adds 114 tokens to every session and 9,928 once invoked, about $0.0005 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 2026-08-31.

Scientific
Related

ai4s-dry-lab compared with skills from other repositories

ai4s-dry-lab next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ai4s-dry-labPancrePal-xiaoyibao/VitaForgeSkill64mo agononeA114Claude Code
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35k2d agoApache-2.0A123Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA83Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code