paper-deep-reading

Installation
SKILL.md

Paper deep reading

One paper, read properly: what it does, whether its conclusions hold, and whether the user should act on it. The second half is the point — anything can summarise a paper, and a summary is not what someone asks for when they say "read this properly".

scripts/fetch.py gets the PDF or says why it could not. scripts/note.py holds you to a shape — every claim you credit to the paper has to name where in the paper it lives. You do the reading, the judging and the writing. That part is not scriptable and no attempt is made to script it.

Workflow

Invoke the scripts by path — python3 scripts/fetch.py, from wherever you like. They import each other by bare name, and Python puts the script's own directory on sys.path, so scripts/ becomes the import root on its own.

Installs
1
First Seen
Aug 1, 2026
paper-deep-reading — jinsong-zhou/bio-research-skills