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@fanhy-tvt/literature-survey-dashboard

v1.0.7

Published

An autonomous AI agent skill that reads PDF papers, generates structured summaries, and compiles an interactive HTML comparison dashboard.

Downloads

151

Vulnerabilities

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Links

Git

Maintainers

fanhy-tvtfanhy-tvt

Keywords

aiagentskilltraeliterature-surveyresearch

Readme

Literature Survey & Dashboard Generator Skill

Language

简体中文 | English

An autonomous AI agent skill that automates the entire workflow of academic paper surveying: extracting text from local PDFs, generating structured summaries, extending the search via the web, and compiling everything into an interactive HTML dashboard for easy comparison.

Features

  • 📄 PDF Extraction: Automatically reads and extracts text from local PDF papers.
  • 🤖 AI Summarization: Generates structured summaries including Motivation, Method, Results, and Relevance to your specific research.
  • 🌐 Web Extension: Automatically searches the web for recent, related papers to expand your survey.
  • 📊 Interactive Dashboard: Compiles all summaries into a searchable, filterable HTML comparison matrix.
  • 🌍 Multi-Language Support: Fully supports English, Simplified Chinese, Traditional Chinese, and Japanese.

Directory Structure

  • SKILL.md: The core prompt and instruction file for the AI agent.
  • scripts/extract_pdfs.py: Python script for extracting text from PDFs.
  • scripts/generate_dashboard.py: Python script for generating the interactive HTML dashboard.
  • templates/: Markdown templates for structured paper summaries in multiple languages.

Installation

You can install this skill into your AI Agent's workspace using one of the following methods:

Method 1: Using npx (Recommended)

You can directly run the interactive installer using npm:

npx @fanhy-tvt/literature-survey-dashboard

The installer will interactively guide you to choose the installation location (Current Project or System Home Directory) and the target agent folder (e.g., .trae, .agents, .claude, etc.).

Method 2: Git Clone

Clone this repository directly into your agent's skills folder:

cd /path/to/your/project/.trae/skills
git clone https://github.com/fanhy-TvT/literature-survey-dashboard.git

How to Use

  1. After installation, prompt your AI Agent: "Use the literature-survey-dashboard skill to analyze the papers in ./papers for my research on [Your Topic]."
  2. The agent will autonomously execute the scripts, generate summaries, and present the final HTML dashboard.

License

This project is licensed under the MIT License.