paperthrice

paper-read-along

Walk a paper paragraph by paragraph — original, translation, then a note on what it means. Run when asked to translate a paper or a section, read it beside the original, or get stuck on a passage that will not parse.

paper-to-doc

Turn a working paper note into the one worth keeping — shaped by the user's own template, front-matter tagged, indexed, with the reading scaffolding stripped. Run when asked to finalise a note, file what has been read, or produce a keepable write-up of a paper.

prepare-to-reproduce

Turn a paper into a reproduction spec — pseudocode, the hyperparameter table, a gap list of everything the paper leaves unstated, and one minimal experiment. Run when asked to reimplement a paper, judge whether it can be reproduced at all, or find what is missing before writing code.

three-pass-read

Read one paper in three passes — an overview, then section by section, then working up the review answers together. Run when given a paper and asked to understand it, walk through it with you, or prepare answers to reading questions.