install-scientifyUse this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and...
Install via ClawdBot CLI:
clawdbot install springleave/install-scientifyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
A PhD student in machine learning uses Scientify to automate literature review and implement experiments for a thesis on vision-language models. The tool helps survey arXiv papers, generate a research plan, and run validation code, saving weeks of manual work.
A biotech company's research team employs Scientify to explore protein folding advances and generate novel ideas for drug discovery. It streamlines cross-disciplinary paper searches via OpenAlex and manages project workflows to accelerate innovation cycles.
A startup developing AI for medical imaging uses Scientify to conduct a focused literature survey on recent models, implement code from research plans, and review results. This enables rapid prototyping and validation of new algorithms before full-scale development.
A consulting firm analyzes scaling laws for classical ML classifiers to advise clients on efficient model deployment. Scientify automates paper clustering, generates comparative reports, and runs experiments to provide data-driven insights quickly.
Offer Scientify as a free basic plugin with core features like literature survey and idea generation. Charge for advanced capabilities such as full research pipeline automation, priority support, and custom integrations, targeting academic and enterprise users.
License Scientify to universities, research labs, and corporations for internal use. Provide tailored versions with enhanced security, compliance features, and dedicated training, generating revenue through annual contracts based on user count or projects.
Expose Scientify's tools like arxiv_search and github_search as APIs for developers to integrate into their own applications. Monetize via usage-based pricing tiers, appealing to startups and SaaS companies needing research automation.
💬 Integration Tip
Install via OpenClaw's plugin system only, not npm, to ensure proper discovery and avoid compatibility issues with the AI agent framework.
Scored Apr 15, 2026
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Baidu Scholar Search - Search Chinese and English academic literature (journals, conferences, papers, etc.)
Orchestrates the continuous learning of new skills from arXiv papers. Use this to trigger a learning cycle, which fetches papers, extracts code/skills, and s...