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.
/plugin marketplace add brycewang-stanford/Auto-Empirical-Research-Skillsnpx agentmods add plugins/brycewang-stanford/auto-empirical-research-skills/empirical-analysis-pythongit clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-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/brycewang-stanford/auto-empirical-research-skills/empirical-analysis-python)<a href="https://agentmods.dev/plugins/brycewang-stanford/auto-empirical-research-skills/empirical-analysis-python"><img src="https://agentmods.dev/badge/plugins/brycewang-stanford/auto-empirical-research-skills/empirical-analysis-python.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
empirical-analysis-python 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 6d 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.
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.
What it installs
The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 780 tokens a session between them. Each is measured on its own page, and each can be installed alone.
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.
- 6d ago First seen · 26 lines scan A 5ee451c0b403
empirical-analysis-python is a plugin published in the GitHub repository brycewang-stanford/Auto-Empirical-Research-Skills (3,686 stars, last pushed 3d 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.
Other plugins, from other repositories
alterlab-bioinformatics
Genomics, proteomics, and single-cell analysis (Scanpy, BioPython, pysam, ESM) (38 skills).
alterlab-cheminformatics
Chemistry and drug discovery (RDKit, docking, ADMET, mass spec) (12 skills).
alterlab-domain-specific
Quantum computing, geospatial, materials, astronomy, and digital humanities (18 skills).
lit-review-agent-tools
Recommend AND run open-source AI literature-review tools — a curated 70+ catalog plus a launcher that installs & runs MinerU, PaperQA2, ASReview, GPT Researcher, STORM, and arXiv/Zotero MCP servers.
nextjs
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
claude-plugins-official marketplace
Directory of popular Claude Code extensions including development tools, productivity plugins, and MCP integrations.