semantic-scholarSearch, retrieve, and organize scholarly metadata with the Semantic Scholar APIs. Use when Codex needs to find papers or authors, build paper sets from compl...
Install via ClawdBot CLI:
clawdbot install Grenzlinie/semantic-scholarGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://api.semanticscholar.org/recommendations/v1/papersAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Researchers use this skill to systematically search and gather scholarly papers for literature reviews. They can refine queries interactively, harvest large paper sets with bulk search, and organize metadata efficiently for analysis or citation management.
Intellectual property professionals leverage the skill to find prior art and track emerging trends by searching papers and authors. They use batch fetching for known IDs and recommendations to discover related work, aiding in patent filing and competitive intelligence.
Biotech firms utilize the skill to monitor scientific advancements by harvesting paper sets on specific topics like drug discovery. They apply Boolean queries for precision and use datasets API for offline analysis of release-based data to inform R&D strategies.
EdTech platforms employ the skill to curate up-to-date scholarly materials for courses. They search papers interactively for relevance, fetch metadata in batches for efficiency, and use recommendations to expand reading lists with similar papers.
Data scientists use the skill to build large corpora for NLP or machine learning projects. They rely on bulk search for harvesting papers, handle pagination with retries, and preserve raw results in JSONL for preprocessing and model training.
A company offers a subscription-based platform integrating this skill to provide automated literature search and metadata organization. Revenue comes from tiered plans for individuals, teams, and enterprises, with features like advanced querying and API access.
A consultancy uses this skill to deliver custom reports and datasets to clients in academia or industry. Revenue is generated through project-based fees for tasks like systematic reviews, trend analysis, and data pipeline development using Semantic Scholar APIs.
An educational platform integrates the skill to help students and educators access scholarly content. Revenue comes from premium upgrades offering advanced features like bulk downloads, recommendation engines, and integration with learning management systems.
💬 Integration Tip
Ensure API key authentication is set up for repeated use, and implement retry logic for handling rate limits and server errors to maintain reliability in production environments.
Scored Apr 19, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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