science-skill

science-skill is a plugin for Claude Code from caidish/cAI-tools. Its manifest loads nothing; the 4 skills it bundles cost 539 tokens per session together, scanned A, original, no licence file.

A collection of skills for controlling scientific instruments, analyzing scientific data, and reviewing research papers.

In plain words
What is it for?
Use it when working with laboratory equipment, research datasets, or scientific papers.
Why use it?
It gives a coding agent guidance for common scientific-work tasks that general-purpose coding tools may not cover.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it when working with laboratory equipment, research datasets, or scientific papers.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add caidish/cAI-tools
/plugin install science-skill
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.

Clone the repo
git clone --depth 1 https://github.com/caidish/cAI-tools

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 science-skill

README.md
[![agentmods](https://agentmods.dev/badge/plugins/caidish/cai-tools/science-skill/github.svg)](https://agentmods.dev/plugins/caidish/cai-tools/science-skill)
Your own site
<a href="https://agentmods.dev/plugins/caidish/cai-tools/science-skill"><img src="https://agentmods.dev/badge/plugins/caidish/cai-tools/science-skill/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 science-skill

Your own site · 80×15
<a href="https://agentmods.dev/plugins/caidish/cai-tools/science-skill"><img src="https://agentmods.dev/badge/plugins/caidish/cai-tools/science-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 4 skills cost 539 tokens a session between them.
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.
Security

Grade A, and why

science-skill 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 16d 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.

plugins/science-skill/.claude-plugin/plugin.json · 9 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

Contents

What it installs

The manifest is a name and a version. 4 skills travel with it, and installing the plugin installs all of them — 539 tokens a session between them. Each is measured on its own page, and each can be installed alone.

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. 16d ago Changed fed64e5f84a1
  2. 1mo ago Changed 857eea9bdb1e
  3. 2mo ago First seen · 9 lines scan A bd4393dbb170

Subscribe to this mod's changes

science-skill is a plugin published in the GitHub repository caidish/cAI-tools (54 stars, last pushed 16d ago), with no licence file. Its token cost is not measured: this kind of file is read by the harness, not the model. 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.

Related

Other plugins, from other repositories

antimicrobial-resistance-scientist

Reasons from MIC distributions, ECOFFs, and phenotype–genotype concordance through EUCAST/CLSI AST, CARD/RGI and AMRFinderPlus resistomes, GLASS/WHONET/NARMS surveillance, carbapenemase/ESBL/MRSA mechanism panels, and heteroresistance PAP while treating breakpoint mixing, genotype-without-phenotype overclaim…

K-Dense-AI/scientific-agents · not measured

catalysis-scientist

Reasons from active-site structure, turnover frequency, selectivity, and the Sabatier principle through CO/H2 chemisorption site-counting, Weisz-Prater and Mears transport checks, Langmuir-Hinshelwood/Mars-van Krevelen kinetics, and operando DRIFTS/XAS while treating diffusion-limited apparent rates, DRIFTS spectator…

K-Dense-AI/scientific-agents · not measured

hypha

Hypha is the AI agent of the Mycelium ecosystem: a connecting filament between engineers and the SysML v2 specification. Provides skills and subagents for KerML/SysML v2 metamodel lookup, standard model library lookup, normative spec citation, and SysML v2 textual-notation validation.

mycelium-cmbse/mycelium-hypha · not measured

r2g-skills

RTL-to-GDS-to-Graph skill collection. eda-install detects the machine and installs + verifies the open-source EDA toolchain (with a no-sudo conda path). signoff-loop drives an open-source EDA flow (Yosys + OpenROAD-flow-scripts + KLayout + Magic + Netgen + OpenRCX) from a spec or RTL to signed-off GDSII (DRC, LVS…

ShenShan123/r2g-skills · not measured

ar

ar — autoresearch: a skill-only autonomous experiment loop. Propose → measure → keep winners → repeat, against any numeric objective, with noise-floor gating so nothing is banked on noise. Five skills: /ar:start opens a run (dedicated branch + baseline noise floor), /ar:resume advances it, /ar:status prints read-only…

emaballarin/ccplugins · not measured

biorxiv-mcp-server

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP. STDIO or Streamable HTTP.

cyanheads/biorxiv-mcp-server · not measured