aakashadesara

Thanks!

I have a dual monitor setup so I usually have CTOP running in a separate terminal in the bottom left corner of my setup. It's a good place to glance to see which of my agent sessions are pending instructions / blocked / running. Also a good birds eye view to see which ones are about to run out of context.

One thing that I've been doing a bit of recently - there's a CTOP CLI which lets one my 'supervisor agents' automatically drive prompts into sessions that need unblocking

powered by multiple databases including Semantic Scholar, PubMed, and others

The search strategy is generated by decomposing your initial query into sub-questions using custom prompting and retrieval heuristics— it tries to surface angles a researcher might ask but you might not think of initially.

Consensus Deep Search is a research agent that produces full literature reviews across 200M academic papers—in under two minutes.

It breaks down complex questions, conducts structured multi-step searches, and returns AI-generated reports with citations, visuals, and evidence mapping.

Key features:

- Structured literature search across 6,000+ scientific domains

- Analyzes and filters 1,000+ papers per query

- Outputs a cited report with intro, methods, results, and discussion

- Visualizes research consensus, key authors, and knowledge gaps

Built to accelerate discovery by turning questions into high-quality answers—fast.

Very interesting - how do y'all ensure visualizations are pertinent to data request?

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