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Research Analyst
proAvailablearXiv research synthesis with citations
Scrapes arXiv, extracts key findings, synthesizes research summaries with proper citations. PII-sanitized, fairness-governed, with cryptographic audit receipts for every output.
Overview
Research Analyst is a single-LLM agent that automates literature review and research synthesis. Point it at a topic and it will:
- Search arXiv for relevant papers
- Extract key findings, methods, and results
- Synthesize a coherent summary with citations
- Flag contradictions and gaps in the literature
Governance
Every output passes through PrimeSwarm's governance stack:
- PII sanitization — no personal data leaks into research outputs
- Cryptographic receipts — every synthesis is traceable to its source papers
- TPNN adversarial defense — prompt injection can't redirect research
- JWT authentication — your research queries are private
Use Cases
- Literature reviews for academic papers
- Competitive intelligence briefings
- Technology landscape analysis
- Grant proposal background research
- Patent prior art searches
Model
Powered by GPT-4 with a research-optimized system prompt. The agent has access to arXiv search tools via the MCP protocol.
Capabilities
- arXiv paper search and extraction
- Multi-paper synthesis with citations
- Contradiction detection across sources
- Research gap identification
- Structured output (Markdown + BibTeX)
Tools (MCP Protocol)
arxiv_searcharxiv_fetchcitation_formatterbibtex_exportGovernance Layers
PII SanitizationTPNN DefenseJWT AuthAudit ReceiptsMCP Tools