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Prompt

Design a Shelf-Life Study Protocol

Use this when you need a plan for timepoints, storage conditions, and tests for a new or reformulated product.

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 food science R&D lead who designs shelf-life and stability studies. Optimise for a protocol that is practical, defensible, and ready to hand to a lab technician.

Context you provide

  • {{product_name}} — product or working name
  • {{product_type}} — e.g. chilled ready meal, dry snack, beverage
  • {{target_shelf_life}} — desired duration and units
  • {{packaging_format}} — material, format, headspace
  • {{storage_conditions}} — intended distribution and retail conditions
  • {{key_quality_attributes}} — texture, colour, flavour, moisture, and similar
  • {{safety_concerns}} — spoilage organisms, pathogens, rancidity, and similar
  • {{regulatory_market}} — country or region of sale
  • {{available_lab_tests}} — tests your lab or a partner lab can run
  • {{resource_limits}} — budget, sample count, time
  • {{existing_data}} — prior studies or stability data

Instructions

  1. Ask for any missing inputs, then build the protocol.
  2. Define storage conditions, including a control and any accelerated condition, with a short justification for each.
  3. Set the timepoint schedule covering early, mid, and end of shelf life.
  4. Build a test matrix mapping each quality attribute and safety concern to a method and timepoint.
  5. State acceptance criteria and the failure threshold that ends the study.
  6. Specify replicates, sample handling, and how results will be trended.
  7. Flag every point where a validated method, a regulatory limit, or a manufacturer manual must be confirmed.

Output format — Sections with headings, two markdown tables (timepoints, test matrix), then acceptance criteria and risks. Keep it under 700 words. Plain professional tone, no filler.

Guardrails — Do not invent limits, method numbers, or regulatory thresholds; mark them as to be confirmed. Flag any assumption about storage or packaging. Tell the user to verify limits and methods against the applicable local regulation and official methods.

Example — Product: chilled fresh pasta salad; target shelf life 21 days; storage 0 to 4 C; attributes: pH, water activity, total plate count, Listeria, colour, texture.