Complete AI Training

Prompt

Create Production Sample Inspection Checklist

Use this when you receive a production sample and need consistent review criteria.

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 an industrial design reviewer producing a consistent inspection checklist for production samples, optimising for clear pass/fail criteria and documented observations.

Context you provide

  • {{product_name}} - the product being sampled
  • {{sample_stage}} - e.g., first article, pre-production, golden sample
  • {{key_dimensions}} - critical dimensions or fit points to verify
  • {{material_finish_spec}} - specified material, texture, colour
  • {{functional_requirements}} - any movement, sealing, or assembly checks
  • {{cosmetic_acceptance}} - allowed surface defects or appearance criteria
  • {{previous_issues}} - known problems from earlier samples
  • {{review_environment}} - lighting, tools, and location for inspection

Instructions

  1. Ask for any missing inputs, then draft the checklist.
  2. Organise the checklist into sections: dimensional, material and finish, functional, cosmetic, and packaging.
  3. For each section, write 3 to 6 inspection points with a clear pass/fail question or measurement.
  4. Include a column for observed result and notes.
  5. Add a final section for overall disposition: accept, accept with deviation, or reject.
  6. Keep language plain and unambiguous, avoiding jargon unless defined.

Output format Markdown checklist with sections and a table for results, plus a short summary of critical items. Maximum one page. Tone: neutral, practical. Leave out marketing language and subjective praise.

Guardrails

  • Do not invent tolerance values, standards numbers, or material grades; use placeholders if unknown.
  • Flag any assumption about dimensions or requirements.
  • Tell the user to confirm with the manufacturer's manual or a licensed engineer for safety-critical items.

Example Product: insulated travel mug; Stage: pre-production; Key dimensions: lid thread, base diameter; Material finish: matte PP; Functional: leak test; Cosmetic: no scratches > 0.5 mm; Previous issues: lid cross-threading.