ResearchMonitor

What This Skill Does

The ResearchMonitor skill is a sophisticated automation tool designed for academics, researchers, and students who need to stay abreast of rapid developments in their fields. Rather than manually scouring preprint servers, journals, or conference websites, ResearchMonitor automates the discovery process. It systematically scans for new research papers, upcoming conference announcements, and fresh journal issues based on user-defined topics. By integrating with OpenClaw's memory system via daily_briefing.py, it ensures that you only see novel content, effectively filtering out noise and duplicates. The skill operates on a smart-polling workflow: it checks your configuration, identifies new content, cross-references it with previously seen items, and synthesizes a concise, actionable report.

Installation

To add this capability to your OpenClaw agent, execute the following command in your terminal:

clawhub install openclaw/skills/skills/eksubin/researchassistant

Ensure that your environment has Python installed, as the utility scripts require standard Python execution permissions to manage the local configuration and state files.

Use Cases

1. Literature Review Automation: Automatically collect the latest papers from arXiv or Google Scholar on niche AI topics like 'Transformer architecture' or 'Graph Neural Networks' every morning.
2. Conference Tracking: Stay ahead of submission deadlines and venue announcements by having the agent monitor 'upcoming conferences' in your specialized field.
3. Keeping Up with Journals: Receive daily summaries of new issues from key academic journals, ensuring you never miss a publication in your area of study.

Example Prompts

1. "Check for any new research papers on 'Quantum Error Correction' published in the last 24 hours."
2. "I want to keep track of new advancements in 'Large Language Model Quantization', please add this to my research topics."
3. "Summarize any new conference announcements or relevant papers for my tracked topics today."

Tips & Limitations

• Precision is Key: When adding topics, use specific phrases rather than broad subjects to ensure the search_web function returns highly relevant results.
• Smart Filtering: The tool is designed not to bother you if nothing significant is found; trust the agent's silence as a sign that your field is currently stable.
• State Management: If the agent stops reporting, check the research_config.json file to ensure your topics are correctly listed and the timestamps are updating as expected.
• Limitations: The skill relies on search engines for indexing; it may occasionally miss very obscure or newly uploaded preprints that haven't been indexed by major search crawlers yet.