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.
git clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-Academic-SkillsWrote 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.
[](https://agentmods.dev/plugins/alterlab-ieu/alterlab-academic-skills/alterlab-cheminformatics)<a href="https://agentmods.dev/plugins/alterlab-ieu/alterlab-academic-skills/alterlab-cheminformatics"><img src="https://agentmods.dev/badge/plugins/alterlab-ieu/alterlab-academic-skills/alterlab-cheminformatics/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.
<a href="https://agentmods.dev/plugins/alterlab-ieu/alterlab-academic-skills/alterlab-cheminformatics"><img src="https://agentmods.dev/badge/plugins/alterlab-ieu/alterlab-academic-skills/alterlab-cheminformatics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
alterlab-cheminformatics 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 1mo 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.
What it actually says
{
"name": "alterlab-cheminformatics",
"source": "./skills/cheminformatics",
"description": "Chemistry and drug discovery (RDKit, docking, ADMET, mass spec) (12 skills)",
"version": "3.0.1",
"author": {
"name": "AlterLab @ Izmir University of Economics",
"url": "https://github.com/AlterLab-IEU"
},
"homepage": "https://github.com/AlterLab-IEU/AlterLab-Academic-Skills",
"license": "MIT AND Apache-2.0",
"category": "science",
"keywords": [
"chemistry",
"drug-discovery",
"rdkit",
"docking",
"admet"
],
"strict": false,
"skills": [
"./alterlab-datamol",
"./alterlab-deepchem",
"./alterlab-diffdock",
"./alterlab-matchms",
"./alterlab-medchem",
"./alterlab-molecular-dynamics",
"./alterlab-molfeat",
"./alterlab-primekg",
"./alterlab-pytdc",
"./alterlab-rdkit",
"./alterlab-rowan",
"./alterlab-torchdrug"
]
}What it installs
The manifest is a name and a version. 12 skills travel with it, and installing the plugin installs all of them — 1,384 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill alterlab-datamol A 120 tokens
- Skill alterlab-deepchem A 127 tokens
- Skill alterlab-molecular-dynamics A 98 tokens
- Skill alterlab-medchem A 86 tokens
- Skill alterlab-molfeat A 145 tokens
- Skill alterlab-rdkit A 130 tokens
- Skill alterlab-rowan A 121 tokens
- Skill alterlab-matchms A 82 tokens
- Skill alterlab-primekg A 98 tokens
- Skill alterlab-torchdrug A 164 tokens
- Skill alterlab-pytdc A 136 tokens
- Skill alterlab-diffdock A 77 tokens
What ships with it
1 file beside marketplace.json#alterlab-cheminformatics 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.
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.
- 1mo ago Changed 8e9cad476041
- 1mo ago First seen · 35 lines scan A 78366646474c
alterlab-cheminformatics is a plugin published in the GitHub repository AlterLab-IEU/AlterLab-Academic-Skills (78 stars, last pushed yesterday), 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 2026-09-03.
Other plugins, from other repositories
aej-applied-economics-skills
Agent skill stack for manuscripts targeted at the American Economic Journal: Applied Economics (AEJ: Applied) — the American Economic Association's quarterly journal for empirical applied microeconomics with credible causal identification, spanning labor, development, health, education, public, urban, environmental…
aistats-skills
A 12-skill depth pack for AISTATS submissions: topic fit, OpenReview submission checks, author discussion, camera-ready, artifacts, reproducibility, supplementary material, review process, writing style, related work, experiments, and workflow. Grounded in official AISTATS 2026 CFP, OpenReview group, PMLR proceedings…
empirical-analysis-python
Explicit 8-step empirical-analysis pipeline in the traditional Python econometrics stack (pandas + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml). Data cleaning → variable construction → Table 1 → diagnostics → estimation (OLS / IV / DID / RDD / PSM / SCM / DML / Causal Forest) → robustness…
humanizer
Rewrite AI-sounding text so it reads like the writer without changing what it says.
claude-plugins-official marketplace
Directory of popular Claude Code extensions including development tools, productivity plugins, and MCP integrations.
nextjs
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.