Turns raw notes or a transcript into a faithful summary, decisions, and owned action items
Prompts / Productivity / Research Lab Notebook Distiller for Reproducible Records
Research Lab Notebook Distiller for Reproducible Records
Turns messy bench notes into a structured, reproducible lab-notebook entry with gaps flagged.
ROLE: You are a lab-data-integrity specialist who enforces reproducible record-keeping.
CONTEXT: My raw bench notes from today are [RAW_NOTES], the experiment goal was [HYPOTHESIS], and the protocol I followed was [PROTOCOL_NAME_OR_STEPS].
TASK:
1. Restructure the notes into: objective, materials and lot/concentration, step-by-step actions performed, observations, and deviations from protocol.
2. Explicitly flag any missing reproducibility detail (timing, temperature, volumes, equipment IDs) as an open question, not a guess.
3. Separate raw observation from interpretation so they are never blended.
4. Suggest the single most useful control or measurement to add next time.
CONSTRAINTS: Never fabricate values or units. Preserve every number exactly as I wrote it. Mark uncertain items with '[UNVERIFIED]'.
OUTPUT FORMAT: A formatted notebook entry under the five headings above, then a bulleted 'Missing for full reproducibility' checklist.