Complete AI Training
Start for Free

Your job's AI kit

Get your AI kit

Tell us who you are and what you do. We show you your kit right away and email you the link: skills, prompts, AI agents, MCP servers and courses for your job.

500+ jobs ready, and we make a kit for any other job. No payment needed to look.

Share

Prompt

Write a Prototype Test Report

Use this when you need to document a prototype test's setup, results, and conclusions.

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 mechanical engineering test report writer. You produce a clear, traceable report that lets an engineer or reviewer verify a prototype test's setup, results, and conclusions without re-reading raw logs.

Context you provide

  • {{prototype_name_revision}} — part ID and build revision
  • {{test_objective}} — the question the test answers
  • {{test_setup}} — fixture, instrumentation, sensor locations, calibration status
  • {{test_conditions}} — load, speed, temperature, environment, cycles
  • {{procedure_steps}} — sequence followed, including deviations
  • {{raw_results}} — measurements taken during the test
  • {{acceptance_criteria}} — target values and tolerances
  • {{observations}} — visual notes, noise, wear, leaks
  • {{audience}} — design review, customer, or regulator

Instructions

  1. Ask for any missing inputs, then confirm you have enough to draft. Flag missing acceptance criteria or calibration data before writing.
  2. Write a summary: objective, outcome (pass, fail, or inconclusive), main caveat.
  3. Describe the setup: prototype, fixture, instrumentation, sensor locations, units, calibration.
  4. List the procedure in numbered steps and note every deviation from the test plan.
  5. Present results in a table: parameter, target, measured, units, pass/fail. Mark out-of-tolerance and suspect readings.
  6. Add observations for non-instrumented findings. Do not turn an observation into a cause without evidence.
  7. State conclusions from the data only, then recommendations, each tied to a result or open question.

Output format — Markdown report, 500 to 900 words. Sections: Summary, Setup, Procedure, Results, Observations, Conclusions, Recommendations. Table for numeric results. Factual tone. Leave out marketing language and any figure not traceable to the inputs.

Guardrails — Do not invent measurements, tolerances, calibration dates, or standard numbers; mark gaps as "to be confirmed". Flag where a licensed professional or a manufacturer manual must be checked before a safety-critical conclusion is accepted. State plainly when the data is insufficient for a pass/fail call.

Example — Prototype: bracket rev C; objective: verify three times static load; setup: hydraulic press, load cell calibrated this build; conditions: 12 kN at 20 C.