Scholar

What This Skill Does

The Scholar skill empowers your OpenClaw agent to act as a sophisticated research assistant, navigating the vast ecosystem of Google Scholar to locate academic literature, verify citations, and track cutting-edge developments in any field. Unlike a standard search, this skill leverages advanced Boolean operators, field-specific tags (such as author and source filters), and metadata analysis to move beyond surface-level results. It automates the retrieval of scholarly articles, helps differentiate between foundational studies and recent preprints, and streamlines the process of gathering full-text resources through PDF discovery and version analysis.

Installation

To integrate the Scholar skill into your agent, execute the following command in your terminal: clawhub install openclaw/skills/skills/ivangdavila/scholar Ensure your environment is correctly configured to allow the agent access to web-based search modules, as this skill relies on external data fetching to perform its analysis.

Use Cases

• Literature Reviews: Rapidly compile a list of foundational papers and their subsequent citations to map the history of a specific scientific theory.
• Competitive Intelligence: Track new publications from specific researchers or journals to stay updated on emerging trends in technology or science.
• Academic Integrity: Verify claims by cross-referencing statements against high-citation papers and checking for retracted or outdated versions via the 'All versions' feature.
• Resource Hunting: Locate free-to-access versions of paywalled papers by identifying preprints or institutional repository archives.

Example Prompts

1. "Search for papers on transformer architecture published since 2022, excluding results that focus purely on vision transformers, and provide a summary of the top three most cited works."
2. "Find recent publications by Yann LeCun regarding self-supervised learning, sort them by date, and identify if there are any available PDF versions of his latest preprint."
3. "Locate seminal works on quantum entanglement that have been cited over 500 times, and provide the BibTeX citations for each for my research paper."

Tips & Limitations

To get the most out of Scholar, always combine search operators. For instance, using intitle: ensures the core subject is central to the paper, while source: helps filter out lower-quality journals. Remember that citation counts are not a direct proxy for truth; always analyze the context of the citations. Be aware that the skill primarily covers English and STEM literature, and its search capabilities are limited to metadata like titles and abstracts—the full text content of PDFs is not indexed directly by the search engine itself. Always verify your findings against library databases or institutional proxies when high-stakes accuracy is required.