🔬 Scientific Research · Reproducibility
Keep lab notebooks worth citing
Daily entries linking intent, method versions, observations, and next actions.
foundation~25 minResearchersPhD StudentsPostdocs
Steps
- 1Entry per session: goal, exact methods/versions, raw observations
- 2Note failures fully — negative results are future time savers
- 3Attach instrument outputs immediately with filenames explained
- 4Sign/date entries; never backfill silently (GxP adjacent habit)
- 5Index by experiment ID referenced everywhere else
- 6Weekly review: unresolved questions become next week's plan
Common Pitfalls
- ▲Notebook as polished rewrite losing real-time value
- ▲Critical parameters living only in memory
Commands
Install with skills CLI
$ npx skills add aniruddhaadak80/skills --skill reproducibility-electronic-lab-notebookInstall globally
$ npx skills add aniruddhaadak80/skills --skill reproducibility-electronic-lab-notebook -gTags
#lab-notebook#documentation#scientific-research#reproducibility