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.

Use it for literature reviews, citations, bibliographies, scholarly writing, and organizing papers from sources such as arXiv.

It helps prevent sources, notes, and research decisions from being lost between sessions or difficult to review later.

scholaraio — Plugin for Claude Code by ZimoLiao

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/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.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/zimoliao/scholaraio/scholaraio/github.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/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.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/zimoliao/scholaraio/scholaraio"><img src="https://agentmods.dev/badge/plugins/zimoliao/scholaraio/scholaraio.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 44 skills, 1 hook cost 1,650 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 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 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.

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. 44 skills, 1 hook travel with it, and installing the plugin installs all of them — 1,650 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.

marketplace.json 1.4 KB

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.

2mo 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 (584 stars, last pushed 10d 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 teaching Research agentic-science agentic-search ai-agent computational-research research-workflow scientific-computing

scholaraio next to 6 plugins from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
scholaraioZimoLiao/scholaraio	Plugin	584	10d ago	MIT	A	—	Claude Code
edulabwy51ai/edulab	Plugin	1.8k	14d ago	Apache-2.0	A	—	Claude Code
master-skillxr843/Master-skill	Plugin	488	5d ago	none	A	—	Claude Code
explainer-videomelodic-software/claude-code-plugins	Plugin	29	yesterday	MIT	A	—	Claude Code
hyphamycelium-cmbse/mycelium-hypha	Plugin	12	yesterday	Apache-2.0	A	—	Claude Code
understandingbengous/claude-code-plugins	Plugin	6	yesterday	MIT	A	—	Claude Code
unslopimisic/claude-marketplace	Plugin	1	21d ago	MIT	A	—	Claude Code