agentmods.dev

scholaraio

scholaraio is a plugin for Claude Code from ZimoLiao/scholaraio. Its manifest loads nothing; the 47 skills, 1 hook, 1 MCP server it bundles cost 1,787 tokens per session together, scanned A, a copy of scholaraio-marketplace, MIT.

An academic research toolkit for AI agents that keeps research evidence and context across sessions and supports repeatable review and writing workflows. It requires Python 3.10 or newer.

In plain words
What is it for?
Use it for literature reviews, citations, bibliographies, scholarly writing, and organizing papers from sources such as arXiv.
Why use it?
It helps prevent sources, notes, and research decisions from being lost between sessions or difficult to review later.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

not rated 569 +3 7d ago A scan tokens not measured copy · 86% MIT
View the source file ZimoLiao/scholaraio zimoliao.github.io
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.

Claude Code
/plugin marketplace add ZimoLiao/scholaraio
agentmods
npx agentmods add plugins/zimoliao/scholaraio/scholaraio
Clone the repo
git clone --depth 1 https://github.com/ZimoLiao/scholaraio

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 scholaraio

README.md
[![agentmods](https://agentmods.dev/badge/plugins/zimoliao/scholaraio/scholaraio.svg)](https://agentmods.dev/plugins/zimoliao/scholaraio/scholaraio)
Your own site
<a href="https://agentmods.dev/plugins/zimoliao/scholaraio/scholaraio"><img src="https://agentmods.dev/badge/plugins/zimoliao/scholaraio/scholaraio.svg" alt="Measured on agentmods" 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 47 skills, 1 hook, 1 MCP server cost 1,787 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin 86% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

scholaraio 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.

Origin

This is a copy

86% identical to scholaraio-marketplace — 74 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.

.claude-plugin/plugin.json · 36 lines

What it actually says

{
  "name": "scholaraio",
  "description": "Scholar All-in-One: an academic harness for AI agents. Carry evidence, persistent research context, repeatable workflows, reviewable outputs, and verification across agent sessions. Requires Python 3.10+ and pip install.",
  "version": "2.0.0",
  "author": {
    "name": "ZimoLiao",
    "email": "[email protected]"
  },
  "homepage": "https://github.com/ZimoLiao/scholaraio",
  "repository": "https://github.com/ZimoLiao/scholaraio",
  "license": "MIT",
  "keywords": [
    "academic",
    "research",
    "literature-review",
    "systematic-review",
    "citation",
    "citations",
    "papers",
    "arxiv",
    "toolref",
    "insights",
    "office-documents",
    "scholarly-writing",
    "knowledge-base",
    "agent-skills",
    "academic-workflow",
    "semantic-search",
    "topic-modeling",
    "bibtex",
    "scholarship",
    "bibliography"
  ],
  "category": "research"
}
Contents

What it installs

The manifest is a name and a version. 47 skills, 1 hook, 1 MCP server travel with it, and installing the plugin installs all of them — 1,787 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. 6d ago First seen · 36 lines scan A 88bb795b1dae

Subscribe to this mod's changes

scholaraio is a plugin published in the GitHub repository ZimoLiao/scholaraio (569 stars, last pushed 7d ago), 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. It is 86% identical to scholaraio-marketplace, differing in 74 lines, and is treated as a copy.

Learning and teachingResearchagentic-scienceagentic-searchai-agentcomputational-researchresearch-workflowscientific-computing
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