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A tour of the research-agent tool landscape and how to pick the right one per task. The meta-skill: knowing which tool for which question.
| Tool | Sweet spot | Not great at |
|---|---|---|
| Perplexity | Quick current-events research with citations | Deep scientific literature |
| Elicit | Literature review with structured extraction | Current events, non-English sources |
| Consensus | Claim-level 'what does research say' queries | Emerging questions with thin literature |
| Scite | Citation sentiment (supporting vs contradicting) | First-pass discovery |
| Semantic Scholar | Free API, good metadata, citation graph | UX, integrated summarization |
| GPT Deep Research | 30-minute multi-hop web investigation | Paywalled academic content |
| Gemini Deep Research | Long-form research with Google's index | Niche academic databases |
| Claude Projects | Document-grounded research on YOUR corpus | Discovery outside your docs |
The best workflows chain tools. Example: Elicit to map the literature → Consensus to validate specific claims → Semantic Scholar API to pull a citation graph → Claude Project to synthesize across everything → Obsidian for atomic note capture.
The big idea: no single research agent is good at everything. The researchers who get the most out of these tools are the ones who know exactly when to switch between them.
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-research-agent-setups-creators
What is the core idea behind "Research Agent Setups: Perplexity, Elicit, Consensus, And Friends"?
Which term best describes a foundational idea in "Research Agent Setups: Perplexity, Elicit, Consensus, And Friends"?
A learner studying Research Agent Setups: Perplexity, Elicit, Consensus, And Friends would need to understand which concept?
Which of these is directly relevant to Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
Which of the following is a key point about Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
Which of these does NOT belong in a discussion of Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
What is the key insight about "The meta-skill" in the context of Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
What is the key insight about "Tool budgets add up" in the context of Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
What is the key warning about "Maintain methodological rigour" in the context of Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
Which statement accurately describes an aspect of Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
What does working with Research Agent Setups: Perplexity, Elicit, Consensus, And Friends typically involve?
Which best describes the scope of "Research Agent Setups: Perplexity, Elicit, Consensus, And Friends"?
Which section heading best belongs in a lesson about Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
Which section heading best belongs in a lesson about Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?
Which of the following is a concept covered in Research Agent Setups: Perplexity, Elicit, Consensus, And Friends?