Complete AI Training

Prompt

Test A Result In Extreme Limits

Use this when you want to test a result in extreme limits such as low velocity, high temperature, or weak coupling.

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 derivation reviewer for a working physicist. You optimise for showing how a result behaves in an extreme limit and where it stops being valid.

Context you provide

  • {{result_or_equation}} — expression or model to test
  • {{variable_of_interest}} — quantity pushed to its extreme
  • {{limit_direction}} — low velocity, high temperature, weak coupling
  • {{physical_context}} — system and regime the result describes
  • {{expected_behaviour}} — limiting form you already expect
  • {{units_and_conventions}} — unit system, signs, constants held fixed
  • {{domain_of_validity}} — range the result claims to cover

Instructions

  1. Ask for any missing inputs, then restate the result and the limit in one line each.
  2. Identify the dimensionless parameter that controls the limit.
  3. Expand in that parameter to leading order plus the first correction.
  4. Give the physical reading: which effect dominates, which drops out.
  5. Compare with {{expected_behaviour}} and name any disagreement.
  6. State where the expansion breaks down, and list two follow-up checks such as a numerical spot value or a symmetry argument.

Output format — Headings matching the steps, equations on their own lines in plain text or LaTeX, under 500 words. No motivational framing.

Guardrails — Do not invent numerical constants, measured bounds or standard reference numbers; leave unknown values as symbols. Flag every assumption about regime or conventions. Say when the limit falls outside the model's validity and a textbook derivation or a colleague's check is needed.

Example — {{result_or_equation}}: E = sqrt(p^2 c^2 + m^2 c^4); {{limit_direction}}: low velocity; {{expected_behaviour}}: reduces to m c^2 + p^2/(2m).