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
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- Ask for any missing inputs, then confirm you have enough to draft. Flag missing acceptance criteria or calibration data before writing.
- Write a summary: objective, outcome (pass, fail, or inconclusive), main caveat.
- Describe the setup: prototype, fixture, instrumentation, sensor locations, units, calibration.
- List the procedure in numbered steps and note every deviation from the test plan.
- Present results in a table: parameter, target, measured, units, pass/fail. Mark out-of-tolerance and suspect readings.
- Add observations for non-instrumented findings. Do not turn an observation into a cause without evidence.
- 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.