claude-scholar — What is it?

Galaxy-Dawn/claude-scholar is a semi-automated research assistant designed to streamline academic research and software development workflows, particularly for computer science and AI researchers.

⭐ 3,161 Stars 🍴 285 Forks Python Author: Galaxy-Dawn
Source: README View on GitHub →

Why it matters

The project is gaining attention due to its focus on automating repetitive tasks in research and development, filling a gap in the market for tools that support the entire research lifecycle. Its integration with Claude Code, Codex CLI, and OpenCode, as well as its support for Zotero and Obsidian, stands out as unique technical choices.

Source: README, project traits

Core Features

Semi-automated Research Workflow

Supports ideation, literature review, note-taking, experiment tracking, analysis, reporting, and writing, integrating with various tools like Zotero and Obsidian.

Source: README
Integration with Research Tools

Integrates with Claude Code, Codex CLI, and OpenCode for enhanced research capabilities, and with Zotero and Obsidian for knowledge management.

Source: README
Customizable Installation Options

Offers full, minimal, and selective installation options to cater to different user needs and system constraints.

Source: README Installation/Quick Start

Architecture

The architecture is modular, with distinct sections for agents, commands, and hooks. It appears to use a plugin-based approach, allowing for extensibility and customization. Data flow is inferred to be from input (e.g., literature, experiments) through processing (analysis, reporting) to output (e.g., publications, reports).

Source: Code tree

Tech Stack

infra: Not specified  |  key_deps: Claude Code, Codex CLI, OpenCode, Zotero, Obsidian  |  language: Python  |  framework: Not specified

Source: README, code tree

Quick Start

Full Installation: ```bash git clone https://github.com/Galaxy-Dawn/claude-scholar.git /tmp/claude-scholar bash /tmp/claude-scholar/scripts/setup.sh ```Minimal Installation: ```bash cp /tmp/claude-scholar/hooks/*.js ~/.claude/hooks/ cp -r /tmp/claude-scholar/skills/ml-paper-writing ~/.claude/skills/ ... (additional commands truncated) ```Selective Installation: ```bash cp hooks/*.js ~/.claude/hooks/ cp -r /tmp/claude-scholar/skills/latex-conference-template-organizer ~/.claude/skills/ ... (additional commands truncated) ```
Source: README Installation/Quick Start

Use Cases

The project is suitable for computer science researchers, AI/ML researchers, research engineers, graduate students, and software-heavy academic projects. It is useful in scenarios where research workflows need to be streamlined, and where tools for literature management, experiment tracking, and knowledge base creation are required.

Source: README

Strengths & Limitations

Strengths

  • Strength 1: Streamlines research and development workflows
  • Strength 2: Integrates with a variety of research tools
  • Strength 3: Offers customizable installation options

Limitations

  • Limitation 1: Unknown license may pose legal concerns
  • Limitation 2: Lack of detailed documentation on architecture and dependencies
Source: README, code structure and dependencies

Latest Release

v1.0.0 (2026-02-25): Initial release of Claude Scholar, providing a comprehensive Claude Code configuration for academic research and software development.

Source: GitHub Releases

Verdict

Galaxy-Dawn/claude-scholar is a promising project for researchers and developers looking to automate and streamline their workflows. Its modular architecture and integration capabilities make it a valuable tool for those working in computer science and AI, particularly those who require support for the entire research lifecycle.

Transparency Notice
This page is auto-generated by AI (a large language model) from the following public materials: GitHub README, code tree, dependency files and release notes. Analyzed at: 2026-04-19 12:34. Quality score: 85/100.

Data sources: README, GitHub API, dependency files