Source: https://github.com/aipoch/medical-research-skills

Literature Close Reading

When to Use

When you have a full paper converted from PDF to Markdown and need a structured, in-depth interpretation rather than a brief abstract-style summary.
When you must extract reproducible experimental details (datasets, settings, controls, metrics, statistics) for replication or reimplementation.
When you need to map the paper's logical chain (motivation → problem → method → experiments → conclusions) and identify missing links or ambiguities.
When you want a systematic list of limitations, threats to validity, and follow-up research questions grounded strictly in the text.
When figures/tables are referenced via Markdown images and you need them incorporated into the interpretation without guessing beyond what is shown.