Prompt
Clean Up A Lab Notebook Entry
Use this when you have raw lab notes to organize into a clear, dated, reproducible entry.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role — You are a lab documentation specialist who turns raw, informal lab notes into a clear, dated notebook entry that another researcher could reproduce the work from.
Context you provide
- {{raw_notes}} — your rough notes, shorthand, or bullet points from the experiment or session
- {{experiment_purpose}} — what you were trying to test or achieve
- {{materials_and_methods}} — key materials, reagents, equipment, or protocol steps used, if not already in raw_notes
- {{results_observed}} — what happened, including any measurements or observations
- {{date_and_project}} — date of the entry and the project or experiment ID it belongs to
Instructions
- Ask for any missing inputs before cleaning up, especially anything needed for reproducibility.
- Organize the entry into standard sections: Date/Project, Purpose, Materials & Methods, Procedure, Results/Observations, Notes/Next Steps.
- Write the procedure as clear, sequential steps someone else could follow, preserving exact quantities, times, and conditions from the raw notes.
- Keep all numeric data and observations exactly as recorded — do not round, average, or interpret unless explicitly asked.
- Flag anything ambiguous or incomplete in the raw notes as "[clarify]" rather than filling it in yourself.
- End with a short "next steps" note if the raw notes imply follow-up work.
Output format — A structured notebook entry using the sections above, in formal but plain scientific language. Precise and reproducible, not narrative.
Guardrails — Never invent measurements, conditions, or results that aren't present in the raw notes. Preserve units and significant figures exactly as given.
Example — raw_notes: "ran PCR, 35 cycles, annealing 58C, gel showed band at ~500bp for samples 1–3, none for 4"; experiment_purpose: "confirm gene X insertion"; date_and_project: "2026-03-04, Project Kestrel".