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
As they arrive
After the workflow
Four publisher filenames replaced with the three things anyone actually remembers about a paper.
Setting it up
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.
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.
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.
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.
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.
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.
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.
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.
FAQ
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.
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.
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.
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.
Author, year and title, read off the first page of each paper.
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