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ralphthon-icml

ralphthon-icml is a plugin for Claude Code from happyhappy-jun/writing-driven-autoresearch. Its manifest loads nothing; the 8 skills it bundles cost 612 tokens per session together, scanned A, original, Apache-2.0.

A collection of research and machine-learning workflows for the Ralphthon ICML project, including W&B experiment tracking, Weave tracing, VESSL Cloud GPU recipes, and world-model idea development. ICML is a major machine-learning research conference.

In plain words
What is it for?
Use it for ICML project onboarding, A100 GPU experiments on VESSL Cloud, local-first experiment tracking with W&B, Weave tracing, autoresearch recipes, and world-model ideation.
Why use it?
It brings the project's experiment, cloud-computing, observability, and research-idea workflows into one plugin. The description does not provide detailed instructions for each workflow.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest. Also seen: mentions Claude Code.

not rated 23repo 3mo ago A scan tokens not measured original Apache-2.0

Good fit Use it for ICML project onboarding, A100 GPU experiments on VESSL Cloud, local-first experiment tracking with W&B, Weave tracing, autoresearch recipes, and world-model ideation.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add happyhappy-jun/writing-driven-autoresearch
/plugin install ralphthon-icml
View source ↗ happyhappy-jun/writing-driven-autoresearch
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/happyhappy-jun/writing-driven-autoresearch

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 ralphthon-icml

README.md
[![agentmods](https://agentmods.dev/badge/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml/github.svg)](https://agentmods.dev/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml)
Your own site
<a href="https://agentmods.dev/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml"><img src="https://agentmods.dev/badge/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml/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 ralphthon-icml

Your own site · 80×15
<a href="https://agentmods.dev/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml"><img src="https://agentmods.dev/badge/plugins/happyhappy-jun/writing-driven-autoresearch/ralphthon-icml.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 8 skills cost 612 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

ralphthon-icml 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 2mo 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.

ralphthon-icml/.claude-plugin/plugin.json · 38 lines

What it actually says

{
  "$schema": "https://json.schemastore.org/claude-code-plugin.json",
  "name": "ralphthon-icml",
  "displayName": "Ralphthon @ICML",
  "version": "1.0.0",
  "description": "Ralphthon @ICML onboarding, the official VESSL Cloud Cookbook autoresearch recipe on A100, local-first W&B observability, Weave tracing, and world-model ideation skills for Claude Code",
  "author": {
    "name": "Team Attention",
    "url": "https://github.com/team-attention"
  },
  "homepage": "https://luma.com/hjuo7auc",
  "repository": "https://github.com/team-attention/ralphthon-icml",
  "license": "MIT",
  "keywords": [
    "ralphthon",
    "icml",
    "claude-code",
    "auto-research",
    "karpathy",
    "a100",
    "vessl-cloud-cookbook",
    "world-model",
    "wandb",
    "weave",
    "experiment-tracking",
    "observability",
    "vessl",
    "vessl-cloud",
    "vesslctl",
    "gpu-compute",
    "hackathon",
    "event-ops",
    "onboarding",
    "qr",
    "pop"
  ]
}
Contents

What it installs

The manifest is a name and a version. 8 skills travel with it, and installing the plugin installs all of them — 612 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside plugin.json 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.

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. 2mo ago First seen · 38 lines scan A 9130bd70f6a2

Subscribe to this mod's changes

ralphthon-icml is a plugin published in the GitHub repository happyhappy-jun/writing-driven-autoresearch (23 stars, last pushed 3mo ago), licensed Apache-2.0. 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.

ResearchScientific
Related

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ralphthon-icml next to 6 plugins from other repositories
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