meta-researchAutonomous research workflow agent for AI and scientific research. Use when the user wants to brainstorm research ideas, conduct a literature review, design...
Install via ClawdBot CLI:
clawdbot install amberljc/meta-researchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A graduate student uses the agent to systematically brainstorm novel hypotheses for their thesis, conduct a comprehensive literature review to identify gaps, design experiments, analyze results, and draft the paper. The agent ensures reproducibility and logs all decisions for advisor review.
A research team employs the agent to explore new drug compounds, review existing clinical studies, design experimental protocols for testing, analyze data for efficacy and safety, and document findings for regulatory submissions. The agent's audit-ready logs support compliance and reproducibility.
A machine learning engineer uses the agent to brainstorm model architectures, review state-of-the-art papers, design training experiments, analyze performance metrics, and write technical reports. The agent handles pivots and maintains clean file structures for version control.
A marketing team leverages the agent to brainstorm market entry strategies, review competitor analyses, design surveys or A/B tests, analyze consumer data, and compile insights into a launch report. The agent's dynamic workflow adapts to new market trends.
An environmental scientist uses the agent to brainstorm research questions on pollution effects, review ecological literature, design field experiments, analyze environmental data, and draft policy recommendations. The agent ensures rigorous, falsification-based methodologies.
Offer the agent as a cloud-based platform with tiered subscriptions for academic institutions, corporate R&D departments, and independent researchers. Features include collaborative tools, advanced analytics, and priority support, generating recurring revenue.
Sell customized licenses to pharmaceutical companies, tech firms, and government agencies for internal deployment. Includes integration with existing data systems, dedicated training, and ongoing maintenance, providing high-value, long-term contracts.
Provide a free basic version for individual researchers with limited features, and offer premium add-ons such as enhanced web search capabilities, advanced data analysis tools, and priority access to new updates, driving conversion to paid plans.
💬 Integration Tip
Integrate the agent into existing project management tools like Jira or GitHub for seamless workflow tracking, and ensure compatibility with common data formats (e.g., CSV, JSON) to streamline data import/export processes.
Scored Apr 19, 2026
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.”
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/aut...
Automates discovery, parallel review, scoring, and briefing generation of AI research papers from arXiv, supporting daily updates and PDF analysis.
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.
Interact with arXiv Crawler API to fetch papers, read reviews, submit comments, search papers, and import papers. Use when working with arXiv papers, fetchin...
Tool for manual per-paper ArXiv paper processing: batch/source/pdf download then model-driven full-text reading and summary.md writing in chosen language.