analytical-chemist

analytical-chemist is a plugin for Claude Code from K-Dense-AI/scientific-agents. Its manifest loads nothing; the 1 agent it bundles cost 69 tokens per session together, scanned A, original, MIT.

An expert profile for reasoning about chemical measurement and laboratory testing, including chromatography, mass spectrometry, and elemental analysis.

In plain words
What is it for?
Use it for HPLC, GC, LC-MS, and ICP-MS workflows, ICH and USP validation, EURACHEM uncertainty budgets, CRM traceability, matrix effects, drift, peak tailing, and ion suppression.
Why use it?
It helps account for validation rules, measurement uncertainty, reference-material traceability, and common laboratory failure modes.

Plugin for Claude Code

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.

Claude Code
/plugin marketplace add K-Dense-AI/scientific-agents
agentmods
npx agentmods add plugins/k-dense-ai/scientific-agents/analytical-chemist
Clone the repo
git clone --depth 1 https://github.com/K-Dense-AI/scientific-agents

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 analytical-chemist

README.md
[![agentmods](https://agentmods.dev/badge/plugins/k-dense-ai/scientific-agents/analytical-chemist.svg)](https://agentmods.dev/plugins/k-dense-ai/scientific-agents/analytical-chemist)
Your own site
<a href="https://agentmods.dev/plugins/k-dense-ai/scientific-agents/analytical-chemist"><img src="https://agentmods.dev/badge/plugins/k-dense-ai/scientific-agents/analytical-chemist.svg" alt="Measured on agentmods" 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 1 agent cost 69 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

analytical-chemist 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 5d 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.

scientific-agents/analytical-chemist/.claude-plugin/plugin.json · 17 lines

What it actually says

{
  "name": "analytical-chemist",
  "version": "1.0.0",
  "description": "Reasons from the chemical measurement process through ICH Q2(R2) and USP <621> validation, CRM traceability, EURACHEM uncertainty budgets, and HPLC/GC/LC-MS/ICP-MS workflows while treating matrix effects, SST drift, peak tailing, and ion suppression as first-class failure modes.",
  "author": {
    "name": "K-Dense-AI",
    "url": "https://github.com/K-Dense-AI"
  },
  "homepage": "https://github.com/K-Dense-AI/scientific-agents",
  "keywords": [
    "science",
    "agents-md",
    "expert-profile",
    "analytical-chemist"
  ]
}
Contents

What it installs

The manifest is a name and a version. 1 agent travel with it, and installing the plugin installs all of them — 69 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. 5d ago First seen · 17 lines scan A bce9383279d4

Subscribe to this mod's changes

analytical-chemist is a plugin published in the GitHub repository K-Dense-AI/scientific-agents (162 stars, last pushed 17d ago), licensed MIT. 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.