⚡AgentSkills
🔬 Scientific Research · Reproducibility

Keep lab notebooks worth citing

Daily entries linking intent, method versions, observations, and next actions.

foundation~25 minResearchersPhD StudentsPostdocs

Steps

  1. 1Entry per session: goal, exact methods/versions, raw observations
  2. 2Note failures fully — negative results are future time savers
  3. 3Attach instrument outputs immediately with filenames explained
  4. 4Sign/date entries; never backfill silently (GxP adjacent habit)
  5. 5Index by experiment ID referenced everywhere else
  6. 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-notebook
Install globally
$ npx skills add aniruddhaadak80/skills --skill reproducibility-electronic-lab-notebook -g

Tags

#lab-notebook#documentation#scientific-research#reproducibility

Related skills

Environment pinning, deterministic pipelines, and one-command reruns from raw data.

🔬 Scientific Research·~40m