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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

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

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

  1. Ask for any missing inputs before cleaning up, especially anything needed for reproducibility.
  2. Organize the entry into standard sections: Date/Project, Purpose, Materials & Methods, Procedure, Results/Observations, Notes/Next Steps.
  3. Write the procedure as clear, sequential steps someone else could follow, preserving exact quantities, times, and conditions from the raw notes.
  4. Keep all numeric data and observations exactly as recorded — do not round, average, or interpret unless explicitly asked.
  5. Flag anything ambiguous or incomplete in the raw notes as "[clarify]" rather than filling it in yourself.
  6. 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".