agentmods.dev

clio-dataset-report

clio-dataset-report is a plugin for Claude Code from iowarp/clio-kit. Its manifest loads nothing; the 1 skill, 1 hook it bundles cost 46 tokens per session together, scanned A, original, BSD-3-Clause.

A plugin that turns a small HDF5 dataset into a report containing a CSV, figure, checked statistics, and an evidence review. A plugin is an installable package that adds a grouped set of capabilities.

In plain words
What is it for?
Use it for reports made from small HDF5 datasets, with tabular output, a figure, statistics, and review of the supporting evidence. Its listed dependencies provide the HDF5, data, plotting, and agent components.
Why use it?
It brings the dataset inspection, analysis, plotting, and review pieces together for a defined scientific reporting workflow.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

not rated 30repo +2 8d ago A scan tokens not measured original BSD-3-Clause

Good fit Use it for reports made from small HDF5 datasets, with tabular output, a figure, statistics, and review of the supporting evidence. Its listed dependencies provide the HDF5, data, plotting, and agent components.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add iowarp/clio-kit
/plugin install clio-dataset-report
View source ↗ iowarp/clio-kit toolkit.iowarp.ai
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/iowarp/clio-kit

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 clio-dataset-report

README.md
[![agentmods](https://agentmods.dev/badge/plugins/iowarp/clio-kit/clio-dataset-report/github.svg)](https://agentmods.dev/plugins/iowarp/clio-kit/clio-dataset-report)
Your own site
<a href="https://agentmods.dev/plugins/iowarp/clio-kit/clio-dataset-report"><img src="https://agentmods.dev/badge/plugins/iowarp/clio-kit/clio-dataset-report/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 clio-dataset-report

Your own site · 80×15
<a href="https://agentmods.dev/plugins/iowarp/clio-kit/clio-dataset-report"><img src="https://agentmods.dev/badge/plugins/iowarp/clio-kit/clio-dataset-report.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 1 skill, 1 hook cost 46 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 original No closer match found in the catalogue.
Security

Grade A, and why

clio-dataset-report 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.

plugins/clio-dataset-report/.claude-plugin/plugin.json · 18 lines

What it actually says

{
  "name": "clio-dataset-report",
  "version": "1.0.0",
  "description": "Turn a small HDF5 dataset into a report with a CSV, figure, checked statistics and evidence review.",
  "dependencies": [
    "clio-hdf5",
    "clio-pandas",
    "clio-plot",
    "clio-agents"
  ],
  "author": {
    "name": "IoWarp Team - Gnosis Research Center",
    "email": "[email protected]",
    "url": "https://github.com/iowarp/clio-kit"
  },
  "license": "BSD-3-Clause"
}
Contents

What it installs

The manifest is a name and a version. 1 skill, 1 hook travel with it, and installing the plugin installs all of them — 46 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. 9d ago First seen · 18 lines scan A 423e62f03581

Subscribe to this mod's changes

clio-dataset-report 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-08.

Analytics and metricsScientificai4hpcai4sciencehpchpc-aimcpmcp-tools
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