AI Workspace · Research → Creation
Too big for chat.
Too important to fake.
Shubo reads a whole stack of papers at once and lays the findings out as a citable grid. Every cell traces back to its exact source.
How it works
From a stack of sources to a paper you can defend.
Bring it in
Add papers, PDFs, web pages, audio and video, many at once.
Structure it
An agent reads them all and lays the findings out as a citable grid.
Research it
Ask anything and the agent explores to find and answer. Or pinpoint a file yourself with ⌘K.
Write with confidence
Draft grounded in your sources, with every citation fine-grained and exportable.
01 Bring it in
Drop in a whole stack. And keep dropping.
Pour in a whole stack of papers, PDFs, web pages, audio and video, not one chat message at a time. Shubo reads each one, pulls its metadata, and indexes it, ready to work with.
- kruisdijk-2019.pdfindexed
- exercise-lab · ep.41.mp3indexed
- aerobic-rct-talk.mp4indexed
- cochrane.org/exercise-depressionindexed
- screening-log.csvindexed
- bieber-2021.pdfindexed
- consort-flow.pngindexed
- walter-2023.pdfindexed
- author-interview.mp3indexed
- prisma-2020.pdfindexed
- arxiv.org/abs/2403.10112indexed
- meta-analysis-2024.pdfindexed
- kruisdijk-2019.pdfindexed
- exercise-lab · ep.41.mp3indexed
- aerobic-rct-talk.mp4indexed
- cochrane.org/exercise-depressionindexed
- screening-log.csvindexed
- bieber-2021.pdfindexed
- consort-flow.pngindexed
- walter-2023.pdfindexed
- author-interview.mp3indexed
- prisma-2020.pdfindexed
- arxiv.org/abs/2403.10112indexed
- meta-analysis-2024.pdfindexed
02 Structure · The agent builds it
A collection is a workflow the agent wired for you.
The table shows you the values; flip to the workflow view and you see how each one was filled. Columns are steps, the arrows are the dependencies the agent wired, so every cell traces back through the columns it was built from. Change anything upstream and the rest re-renders to match.
02 Structure · Inside a collection
And a column can be any type, extracted or generated.
Each column is a type you pick: a figure, a date, the authors, a label, a summary, even audio or video. The agent pulls it straight from the source or generates it, and when it can't verify something it leaves the cell blank instead of guessing. Dozens of columns, filled across every paper at once, each cell traceable to where it came from.
03 Research it · Ask anything
Not a chatbot. An agent that explores your whole library.
You don't hunt for the source. The agent does. It plans, searches your whole library, runs the numbers, and answers with citations you can click. Following the evidence is the research, and every step is in the open.
03 Research it · ⌘K precise find
Or pinpoint the exact one yourself.
Need one exact paper, image, or clip? Hit ⌘K and describe it. Shubo finds it by meaning, not filename, across documents, images, audio, and video, landing on the exact second in a clip.
- kruisdijk-2019.pdf
- bieber-2021.pdf
- walter-2023.pdf
- okafor-2023.pdf
- consort-flow.png
- schaub-2022.pdf
- huang-2020.pdf
- screening-log.csv
- ben-zeev-2021.pdf
- forest-plot.png
- suzuki-2018.pdf
- reyes-2022.pdf
- funnel-plot.png
- savulich-2018.pdf
- rob-assessment.csv
- interview-raw.mp3
The running-therapy trial found no significant effect on depression1; its forest plot shows a wide confidence interval2; a conference talk traces this to high dropout3; and on a podcast the author calls the study underpowered4.
04 Write with confidence · Citations
Click a claim, land on the exact passage it came from.
Click a cited claim and land on exactly where it came from: the paragraph in a paper, the region in a figure, the second in audio or video. Every cited claim ties back to a source you can open and check for yourself, so nothing rests on trust alone.
04 Write with confidence · Drafting
Draft your write-up, with citations that check out.
The agent drafts alongside you, pulling each claim straight from your library. Every citation is verifiable to the paragraph and exports into your bibliography in whatever reference style you need. Writing you can stand behind.
Exercise as a treatment for depression
/draft the introduction from my library
Early access
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