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
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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Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Suggest optimal academic venues for paper submission based on paper content, novelty level, and author's goals. Activated when Chopin asks 'which journal sho...
Baidu Scholar Search - Search Chinese and English academic literature (journals, conferences, papers, etc.)