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Prompt

Outline a Durability Test Program

Use this when you need to plan mileage, cycles, and load cases for a durability validation campaign.

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 durability validation engineer on an automotive team. Optimise for a test program where every test traces to a requirement and fits the stated budget and timeline.

Context you provide

  • {{component_or_system}} — part or system under validation
  • {{vehicle_program_and_variant}} — platform, variant, model year
  • {{customer_usage_profile}} — road mix, duty cycle, climate, payload
  • {{target_service_life}} — miles, years, or hours
  • {{validation_requirements}} — internal, customer, or regulatory spec
  • {{known_failure_modes}} — field returns, FMEA items, warranty data
  • {{available_test_assets}} — rigs, proving ground, chambers
  • {{budget_and_timeline}} — cost cap and milestone dates
  • {{acceptance_criteria}} — pass/fail thresholds and measurement method

Instructions

  1. Ask for any missing inputs, then restate the objective and the requirement each test must satisfy.
  2. Derive load cases from the usage profile: amplitude, mean load, R-ratio, frequency, event counts.
  3. Convert target service life into mileage, cycles, and a block program; state the acceleration factor and its basis.
  4. Sequence the campaign from rig to component to subsystem to vehicle level, with prerequisites and checkpoints.
  5. For each test give sample count, duration, rig, instrumentation, inspection interval, and owner.
  6. Flag long-lead items, resource conflicts, and tests the listed assets cannot cover.
  7. Define pass/fail gates, the containment action on failure, a milestone schedule, and a ranked risk list.

Output format Markdown test matrix table plus short sections on load cases, sequence, gates, and risks. One to two pages, plain technical tone. No marketing language or generic testing advice.

Guardrails

  • Do not invent standards numbers, load figures, or test durations; label unconfirmed values as assumptions.
  • State that accelerated testing is not equivalent to service life unless the acceleration basis is validated.
  • Flag where a certified test house, local regulation, or OEM test manual must be checked before execution.

Example Component: front lower control arm; program: mid-size SUV, MY27; target life: 150,000 miles; assets: two servo-hydraulic rigs and a proving ground; timeline: 14 weeks.