Automations/Personal
Organize Research Papers So You Can Find the One You Half Remember
You remember a 2019 paper, something about attention, a figure on page four. Your folder holds two hundred PDFs named things like 1-s2.0-S0022314X19301234-main.pdf.
The short answer
A downloaded paper carries its author, year and title on its first page, and almost never in its filename — which is why a research folder becomes unusable at about the fifty-paper mark. A workflow uses the Read Details from File step to pull the authors, year and title off the document and the Rename step to write them into the filename, so the folder sorts by author and reads as a bibliography. The Move step can then file by project or topic, which matters more for a literature review than for a general library.
Steps this uses
Before and after
What actually changes
As they arrive
- 1-s2.0-S0022314X19301234-main.pdf
- sdarticle.pdf
- download (7).pdf
- nihms-1043821.pdf
After the workflow
- vaswani-2017-attention-is-all-you-need.pdf
- tversky-1974-judgment-under-uncertainty.pdf
- ostrom-1990-governing-the-commons.pdf
- kahneman-1979-prospect-theory.pdf
Four publisher filenames replaced with the three things anyone actually remembers about a paper.
Setting it up
Described once, then it runs
This is the sentence. Send it to the builder and the steps below appear on a canvas, wired and named, for you to change before anything runs.
When a paper is uploaded, read the authors, the year and the title off the first page, rename it author-year-title, and file it under the project or topic it belongs to.
Author, year, short title
In that order, because author-year is how papers are cited and therefore how they are remembered. vaswani-2017-attention-is-all-you-need.pdf is findable by typing any of the three things you might recall.
Read the first page, not the filename
The Read Details from File step takes the authors, year and title off the document itself. Publisher filenames are internal identifiers and carry nothing a human will ever search for.
Run it over the backlog
The On a Schedule trigger works through a folder that already exists, not just new downloads. The two hundred papers already sitting there are the actual problem.
Topic folders only where they earn it
For a specific literature review, the Move step into a project folder helps. For a general library, one flat folder with good filenames beats a topic tree, because papers belong to several topics and a tree forces you to pick one.
Why a flat folder usually beats a topic tree
Papers belong to more than one topic, so a tree forces a decision that is wrong half the time and invisible afterwards. A flat folder with author-year-title filenames is searchable by any fragment you remember and never hides a paper behind a category you would not have guessed. Topic folders earn their place for a specific literature review with a fixed scope, and rarely otherwise.
The filename is the citation
Naming a file the way you would cite it means the two never diverge. You can read a bibliography off a directory listing, spot the duplicate you downloaded twice under different publisher names, and find the paper by typing the only thing you remember. That is a lot of value from a convention that costs nothing once something else applies it.
What it does not do
It renames and files. It does not manage citations, insert references into a document, or hold your annotations — Zotero and its equivalents exist for that and are better at it. If you already run a reference manager, this is for the downloads that never make it in, which for most people is a substantial fraction of them.
Then build
Variations worth building next
When a paper arrives as a Gmail attachment from a journal alert or a colleague, save a copy to my Papers folder, read the authors, the year and the title off it, and rename it author-year-title.
Catches papers that arrive by email and never get downloaded.
When a paper is renamed in my Papers folder, read the authors, the year, the title and the DOI off it and send them to my reference manager.
Gets each downloaded paper into the reference manager without adding it by hand.
When a file in my Papers folder is not a research paper, such as a slide deck or a syllabus, move it to an Other folder instead of renaming it.
Keeps the paper library free of files that do not belong in it.
Limits
What to know before you build it
It can work through what is already there
This one runs on a schedule over a folder you point it at, so the documents sitting in it now are read and filed alongside the ones that arrive later. A large backlog is an overnight job rather than an instant one, because each document is read rather than pattern-matched.
What you need to run it
Pointed at a folder in The Drive AI, this works on every plan including the free one, because the files are already here. Pointing it at a Google Drive, OneDrive, SharePoint or Dropbox folder instead means connecting that account, which is on the Max plan or any team workspace.
FAQ
Common questions
How should research papers be named?
Author, year, then a short title — vaswani-2017-attention-is-all-you-need.pdf. That is how papers are cited and therefore how they are remembered, so the filename is searchable by whichever of the three you happen to recall, and the folder sorts into something you can read as a bibliography.
Should research papers be sorted into topic folders?
Usually not. Papers belong to several topics, so a tree forces a choice that is wrong often and invisible later. A flat folder with good filenames is searchable by any fragment. Topic folders make sense for one literature review with a defined scope.
Can it rename papers I already downloaded?
Yes. A workflow can run on a schedule over a folder that already exists rather than only on new files, which matters because the backlog is the problem. Files are renamed in place, so nothing moves and existing links survive.
Does this replace Zotero or Mendeley?
No. Reference managers handle citations, annotations and bibliography generation, and they do it better. This handles the PDFs that never got added to one — the papers sitting in Downloads under publisher filenames, which for most people is a large share of what they have collected.
Two hundred PDFs, one library.
Author, year and title, read off the first page of each paper.
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