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/iowarp/clio-kitWrote 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/iowarp/clio-kit/clio-scientific-io-skills)<a href="https://agentmods.dev/plugins/iowarp/clio-kit/clio-scientific-io-skills"><img src="https://agentmods.dev/badge/plugins/iowarp/clio-kit/clio-scientific-io-skills/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/iowarp/clio-kit/clio-scientific-io-skills"><img src="https://agentmods.dev/badge/plugins/iowarp/clio-kit/clio-scientific-io-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
clio-scientific-io-skills 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 9d 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.
This is a copy
88% identical to clio-performance-skills — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
{
"name": "clio-scientific-io-skills",
"description": "Skills for the clio-scientific-io workflow: open a scientific data file, see its structure, and read part of it.",
"version": "1.0.6",
"author": {
"name": "IoWarp Team - Gnosis Research Center",
"email": "[email protected]",
"url": "https://github.com/iowarp/clio-kit"
},
"homepage": "https://github.com/iowarp/clio-kit",
"repository": "https://github.com/iowarp/clio-kit",
"license": "BSD-3-Clause"
}
What it installs
The manifest is a name and a version. 3 skills travel with it, and installing the plugin installs all of them — 162 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.
- 9d ago First seen · 14 lines scan A 9aa520c7ca87
clio-scientific-io-skills is a plugin published in the GitHub repository iowarp/clio-kit (30 stars, last pushed 8d ago), licensed BSD-3-Clause. 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. It is 88% identical to clio-performance-skills, differing in 6 lines, and is treated as a copy.
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