Summary

This project addresses the challenge of maintaining an up-to-date index of high-quality articles from the "科学空间" (Science Space) blog. It automatically scrapes article metadata, categorizes it by research topic, and organizes articles into series, providing a browsable index on GitHub. This benefits researchers and enthusiasts by offering a reliable, continuously updated resource without the maintenance burden of manual lists.

How It Works

The system employs Python scripts to fetch article metadata (title, date, URL, original category, tags) from the "科学空间" website. It then applies rule-based classification to group articles by research themes and identify series. GitHub Actions are used to automate the scraping and updating process. The output is a Markdown-formatted README and documentation pages, linking directly to the original articles, thus avoiding content duplication.

Quick Start & Requirements

• To run locally: uv sync followed by uv run python scripts/update_all.py.
• An optional flag --refresh-summaries can be used for older articles.
• Requires a Python environment. No other specific hardware or software dependencies are listed for local execution.
• The project is actively maintained, with the latest update noted as 2026-06-17.

Highlighted Details

• Automated, scheduled updates via GitHub Actions ensure the index remains current.
• Comprehensive categorization by topic and series, including auto-generated themes.
• Focus on metadata and linking to original sources, respecting copyright and reducing redundancy.
• Provides a detailed table of contents and a list of recent articles.

Maintenance & Community

The repository is maintained by caojiaolong. The project encourages community support through GitHub Stars to ensure continued updates. No explicit community channels like Discord or Slack are mentioned.

Licensing & Compatibility

The provided README does not specify a software license. This absence is a critical factor for potential adopters, especially for commercial use or integration into proprietary systems.

Limitations & Caveats

The primary limitation is the lack of a declared license, creating ambiguity for usage. The project's functionality is dependent on the continued stability and structure of the "科学空间" website, making it susceptible to breakage if the source site changes.